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Help","link":"https://blog.resourcewatch.org/2021/11/29/how-listening-to-a-sea-of-voices-can-transform-ocean-management/","slug":"how-listening-to-a-sea-of-voices-can-transform-ocean-management","author":{"img":"https://secure.gravatar.com/avatar/6588870704541d0cce7592591a369b03?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/becky-atkinswri-org/","name":"Becky Atkins"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2021/11/16145634251_324c74ba86_o.jpg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"5883\" class=\"elementor elementor-5883\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-3827947 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top 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class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-43f8eff0\" data-id=\"43f8eff0\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-496f176d home-link elementor-widget elementor-widget-button\" data-id=\"496f176d\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c Blog\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5bc1767d elementor-widget elementor-widget-post-info\" data-id=\"5bc1767d\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2021/11/29/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tN
21ovember 29, 2021\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1b250be3 elementor-widget elementor-widget-heading\" data-id=\"1b250be3\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eTo Turn the Tide on Ocean Health, A Collaborative Data Platform Can Help\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-35c44b67 authors elementor-widget elementor-widget-shortcode\" data-id=\"35c44b67\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/becky-atkinswri-org/\" title=\"Posts by Becky Atkins\" class=\"author url fn\" rel=\"author\"\u003eBecky Atkins\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/katie-woodwri-org/\" title=\"Posts by Katie Wood\" class=\"author url fn\" rel=\"author\"\u003eKatie Wood\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/jonathan-baineswri-org/\" title=\"Posts by Jon Baines\" class=\"author url fn\" rel=\"author\"\u003eJon Baines\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-3ee0a446 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ee0a446\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-58915172\" data-id=\"58915172\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6ba4101 elementor-widget elementor-widget-text-editor\" data-id=\"6ba4101\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003ci\u003eThis article was originaly posted on WRI\u0026#8217;s \u003ca href=\"https://www.wri.org/insights/inclusive-data-platform-ocean-management\"\u003eInsights blog\u003c/a\u003e.\u003c/i\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-551886df elementor-widget elementor-widget-text-editor\" data-id=\"551886df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThe ocean is the worldâs largest biome and one of its most valuable resources. It is also the most difficult to monitor, understand and manage, largely due to a lack of data. This is in part due to the sheer vastness of the ocean which covers \u003ca href=\"https://www.un.org/sustainabledevelopment/wp-content/uploads/2017/05/Ocean-fact-sheet-package.pdf\"\u003e72% of the Earthâs surface\u003c/a\u003e and has depths up to 11,034 m (36,201 ft). Moreover, spanning that space are billions of species which interact to form a myriad of ecosystems, many of which are still unknown or poorly understood.\u003c/p\u003e\u003cp\u003eBut understanding the ocean and its environs is well worth the effort. More than \u003ca href=\"https://www.fao.org/3/I9540EN/i9540en.pdf\"\u003e3 billion people\u003c/a\u003e rely on the ocean as a major source of protein, and ocean-based industries like fishing, offshore energy, shipping and coastal tourism contribute \u003ca href=\"https://www.oceanpanel.org/Economicanalysis\"\u003eat least 3.5 to 7% of the worldâs gross domestic product\u
21003c/a\u003e. This contribution is predicted to double by 2030.\u003c/p\u003e\u003cp\u003eThe ocean is also increasingly at risk. Processes like \u003ca href=\"https://www.sciencedirect.com/science/article/pii/B9780128229316000290\"\u003edeforestation \u003c/a\u003eand \u003ca href=\"https://link.springer.com/article/10.1007/s12237-019-00597-z\"\u003eurbanization \u003c/a\u003eincrease the flow of pollution, resulting in the degradation of coastal ecosystems. In addition, climate change and unprecedented carbon emissions are changing the \u003ca href=\"https://www.science.org/doi/full/10.1126/science.1159124\"\u003echemistry \u003c/a\u003eand \u003ca href=\"https://www.science.org/doi/abs/10.1126/science.aav7619\"\u003eaverage temperatures\u003c/a\u003e of the ocean, causing further damage to vital ecosystems.\u003c/p\u003e\u003cp\u003eBetter data is urgently needed by the ocean community to improve management policies that govern decisions such as the selection of marine protected areas, and policies on integrated coastal zone management. For example, people currently working in these areas struggle to integrate data on nutrient and sediment pollution with information on how people are using ocean resources to drive truly sustainable decisions.\u003c/p\u003e\u003cp\u003eA new tool aims to support people in maintaining and restoring the health of the ocean and the wealth derived from it. In 2020 WRI began efforts to understand how to put data at the heart of ocean sustainability. The resulting \u003ca href=\"https://resourcewatch.org/dashboards/ocean-watch\"\u003eOcean Watch\u003c/a\u003e data platform \u003cspan class=\"TextRun SCXW236243878 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW236243878 BCX0\" data-ccp-charstyle=\"eop\" data-ccp-charstyle-defn=\"{\u0026quot;ObjectId\u0026quot;:\u0026quot;6667d38c-8ac8-4f01-a3ed-b3f96323255f|69\u0026quot;,\u0026quot;ClassId\u0026quot;:1073872969,\u0026quot;Properties\u0026quot;:[134233614,\u0026quot;true\u0026quot;,201340122,\u0026quot;1\u0026quot;,469775450,\u0026quot;eop\u0026quot;,469778129,\u0026quot;eop\u0026quot;,469778324,\u0026quot;Default Paragraph Font\u0026quot;]}\"\u003eâ \u003c/span\u003e\u003c/span\u003epowered by Resource Watch, WRIâs global open data platform \u003cspan class=\"TextRun SCXW236243878 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW236243878 BCX0\" data-ccp-charstyle=\"eop\" data-ccp-charstyle-defn=\"{\u0026quot;ObjectId\u0026quot;:\u0026quot;6667d38c-8ac8-4f01-a3ed-b3f96323255f|69\u0026quot;,\u0026quot;ClassId\u0026quot;:1073872969,\u0026quot;Properties\u0026quot;:[134233614,\u0026quot;true\u0026quot;,201340122,\u0026quot;1\u0026quot;,469775450,\u0026quot;eop\u0026quot;,469778129,\u0026quot;eop\u0026quot;,469778324,\u0026quot;Default Paragraph Font\u0026quot;]}\"\u003eâ\u003c/span\u003e\u003c/span\u003e aims to help those managing ocean health find the answers they need to achieve global ocean goals.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-85091c1 elementor-widget elementor-widget-heading\" data-id=\"85091c1\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003eCasting a Wide Net to Build a Robust Data Platform \u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5a1c3fd7 elementor-widget elementor-widget-text-editor\" data-id=\"5a1c3fd7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThough there is an undeniable need for data on the ocean, simply putting data on a map is not enough. Effective data platforms must change mindsets and support equitable policy transformations, something which can only be achieved by exploring the challenges facing different ocean communities. It is also essential that any data platform in this space acknowledges these challenges are derived not only from a lack of data, but also larger socio-political considerations.\u003c/p\u003e\u003cp\u003eQuestions are increasingly asked on how data is transformed into knowledge which then informs actions. Whose views are being privileged in the development of data platforms? Is the status quo being reinfor
21ced through the inclusion of certain datasets and the exclusion of others? Data scientists, no matter how intelligent or well-intentioned, cannot inform policy alone.\u003c/p\u003e\u003cp\u003eTo construct the platform, 90 people â including academics, conservation organizations, NGOs representing local Indigenous groups and ocean policymakers â participated in an assessment designed to understand what problems exist in creating science-based ocean policies and how data could be provided in a way which would be most useful to them. Participants were from 20 different countries across five continents.\u003c/p\u003e\u003cp\u003eMany similarities emerged in the responses across different groups. In particular, users repeatedly voiced five concerns which then helped inform and shape the design and development of Ocean Watch:\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-inner-section elementor-element elementor-element-b6010f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6010f7\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1f5bdaa\" data-id=\"1f5bdaa\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-991b14d elementor-widget elementor-widget-text-editor\" data-id=\"991b14d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003ch5\u003e1. âI need to understand the impact of land management practices on ocean healthâ\u003c/h5\u003e\u003cp\u003eIt is impossible to view the ocean in a holistic, integrated manner without considering what happens on land. Itâs the âupstreamâ of all the water which flows into the ocean. As a result, \u003ca href=\"https://www.science.org/doi/abs/10.1126/science.1109454\"\u003eforest management\u003c/a\u003e, \u003ca href=\"https://www.frontiersin.org/articles/10.3389/fmars.2019.00562/full\"\u003eagriculture\u003c/a\u003e and \u003ca href=\"https://link.springer.com/article/10.1007/s12237-019-00597-z\"\u003eurbanization\u003c/a\u003e each have a huge impact on ocean health.\u003c/p\u003e\u003cp\u003eThis has become the defining feature of the first iteration of Ocean Watch. The platform acts as central space to understand what threats to the ocean are caused by impacts on the land. What impact is deforestation having? Where can reforestation help reduce nutrient pollution, which would otherwise damage coral reefs? Ocean Watch uses geospatial data to provide answers to these crucial questions, which can help inform land policies that also protect the ocean. For example, the map below provides clear information on which areas are at risk from erosion entering Nigerian water bodies.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ec28908\" data-id=\"ec28908\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-39edd29 elementor-widget elementor-widget-html\" data-id=\"39edd29\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/map/dc1135ea-3539-432a-acd5-d5ac0e6d127d?geostore_env=geostore_prod\u0026geostore_id=b3c6993a591c52
2110de03cfa20df80937\u0026aoi=b3c6993a591c5210de03cfa20df80937\" width=\"100%\" height=\"500px\" frameBorder=\"0\" /\u003e\u003c/iframe\u003e\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-18dde97 elementor-widget elementor-widget-text-editor\" data-id=\"18dde97\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eFigure 1. Sources of erosion that are likely to enter water bodies, Nigeria\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-67a8ea76 elementor-widget elementor-widget-text-editor\" data-id=\"67a8ea76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003ch5\u003e2. âIndigenous and local communities need to be involved in decision-makingâ Co-leading\u003c/h5\u003e\u003cp\u003eMany participants referenced the difficulties in achieving consensus across different groups when creating ocean policy, and particularly in ensuring the views of often marginalized people were listened to. Indigenous peoples and local communities currently oversee tens of thousands of kilometers of seabed along tropical coastlines and generally have a vastly different perspective on the challenges to preserving ocean biodiversity. A lack of shared understanding and difficulties in ensuring equitable access to data was suggested by many participants as a crucial barrier to co-leading effective management strategies on these lands. This can be particularly true when it comes to Indigenous people finding evidence to prove what they know is happening on their ancestral lands.\u003c/p\u003e\u003cp\u003eTo an extent, these issues cannot (and arguably should not) be fixed by technology â a data platform alone cannot reorient society to return stewardship to Indigenous communities who were responsible for their environments for centuries. However, a data platform can seek to democratize access to ocean data by providing accessible tools built with reputable sources and satellite data. This data can inform policy discussions which involve many different parties, and its accessibility can enable a shared understanding among those parties.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-inner-section elementor-element elementor-element-96fab7e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96fab7e\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b407a9f\" data-id=\"b407a9f\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-948ed80 elementor-widget elementor-widget-text-editor\" data-id=\"948ed80\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003ch5\u003e3. \u003cspan class=\"TextRun SCXW239321476 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\" data-ccp-charstyle-defn=\"{\"\u003eâData is held in too many different systems\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003e and\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003e canât be \u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003eanaly\u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003ez\u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003eed\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003ecollectively\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW239321476 BCX0\" data-ccp-charstyle=\"eop\"\u003eâ \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW239321476 BCX0\" data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/h5\u003e\u003cp\u003eCurrently, ocean data is spread out across various systems, both public and private. There are global monitoring systems for mangroves, coral reefs, fishing and many other aspects of the ocean, but this siloed approach prevents users from seeing how they interact with each other.\u003c/p\u003e\u003cp\u003eSustainable ocean management requires viewing the ocean as a whole ecosystem, not a disparate collection of services which have no impact on each other. The reality is that fishing impacts coral reefs; deforestation affects mangroves; mangroves and seagrasses reduce CO\u003csub\u003e2\u003c/sub\u003e emissions; and so on. While looking at these systems in isolation can be useful for things like \u003ca href=\"https://globalfishingwatch.org/\"\u003efishing trends\u003c/a\u003e or \u003ca href=\"http://www.globalmangrovewatch.org/?map=eyJiYXNlbWFwIjoibGlnaHQiLCJ2aWV3cG9ydCI6eyJsYXRpdHVkZSI6MjAsImxvbmdpdHVkZSI6MCwiem9vbSI6MiwiYmVhcmluZyI6MCwicGl0Y2giOjB9fQ%3D%3D\"\u003emangrove conservation\u003c/a\u003e, there is a strong need for a platform which brings together these topics. Ocean Watch helps fill this need by housing datasets from multiple sectors that can be combined and visualized in a more holistic way, paving a road to more inclusive management strategies.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-21def60\" data-id=\"21def60\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-ff92573 elementor-widget elementor-widget-image\" data-id=\"ff92573\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"570\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2021/11/screen-capture-madagascar-1024x730.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2021/11/screen-capture-madagascar-1024x730.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2021/11/screen-capture-madagascar-300x214.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2021/11/screen-capture-madagascar-768x548.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2021/11/screen-capture-madagascar.png 1099w\" sizes=\"(max-width: 800px) 100v
21w, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2d2e4587 elementor-widget elementor-widget-text-editor\" data-id=\"2d2e4587\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003ch5\u003e4. \u003cspan class=\"TextRun SCXW59282117 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW59282117 BCX0\" data-ccp-charstyle=\"eop\" data-ccp-charstyle-defn=\"{\"\u003eâManagers donât need data, they need informationâ \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW59282117 BCX0\" data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/h5\u003e\u003cp\u003eMany participants in the user assessment indicated that platforms often have good data, but not tangible and accessible information. Many data platforms require users to have a geographic information system (GIS) background or a strong understanding of data science to effectively understand and interpret their information. However, sustainable ocean management requires data that is accessible and easy to interpret.\u003c/p\u003e\u003cp\u003eFor example, users need an easy-to-use, curated primer on land-based pollution which allows them to access the information that participants identified as essential to effective policy. Every visualization on the Ocean Watch platform is downloadable, and all interactive maps and charts can be embedded in other webpages. Additionally, each element of the site comes with an option to see further information, giving fuller explanations of the data shown, the provenance of the information and possible implications.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-0dbbcc6 elementor-widget elementor-widget-html\" data-id=\"0dbbcc6\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/widget/6f974b0f-66cf-416b-a5a9-d1012856e4c8?geostore_id=a7f3d45e145289fff30800e8e7841d35\u0026geostore_env=geostore_prod\" width=\"100%\" height=\"500px\" frameBorder=\"0\" /\u003e\u003c/iframe\u003e\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-inner-section elementor-element elementor-element-c761686 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c761686\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-73138a5\" data-id=\"73138a5\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-a88ed86 elementor-widget elementor-widget-text-editor\" data-id=\"a88ed86\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003ch5\u003e5. âI need to see what I stand to loseâ \u003c/h5\u003e\u003cp\u003ePrompting decision makers to take effective action requires giving people knowledge on what they stand to lose. Inevitably, all decisions require an element of trade off, and when asking people to prioritize ocean health over other economically important sectors like extensive fishing or mining, it becomes important to consider what other goods and services those ecosystems support.\u003c/p\u003e\u003cp\u003eWho relies on the food generated by the ocean? How does the coastal zone support tourism? How much carbon could be stored in mangroves or seagrasses which reside in these ecosystems? Fundamentally, what will be destroyed if pressures such as land-based pollution and overfishing are left unchecked? These questions help to prompt decision-makers to stop and consider what is at stake if no action is taken, and this is the last point Ocean Watch seeks to drive home within the profiles for each location.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d9c588d\" data-id=\"d9c588d\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-41fddfd elementor-widget elementor-widget-html\" data-id=\"41fddfd\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/widget/731293a0-b92f-4804-b59c-69a1d794ad73?geostore_env=geostore_prod\u0026geostore_id=2f4b40e2d959184fbbe2da960eb98e3c\" width=\"50%\" height=\"500px\" frameBorder=\"0\" /\u003e \u003c/iframe\u003e\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-792285e8 elementor-widget elementor-widget-heading\" data-id=\"792285e8\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eUsing Information to Protect the Worldâs Oceans and Ecosystems \u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7c384cd2 elementor-widget elementor-widget-text-editor\" data-id=\"7c384cd2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eWhile it is essential to bring together critical knowledge, the challenges facing the ocean cannot be addressed by technology alone. Even when data is available, deciphering where to start on such a wide-ranging and broad set of issues can feel as daunting as traversing the open ocean in a canoe.\u003c/p\u003e\u003cp\u003eTransforming the ocean in an effective way will require different groups of people working together across wide-ranging and complex issues. True change will require practical implementation strategies, affordable financial support for those working on solutions and goal-setting that drives ambition. When paired with effective, participatory policymaking and more equitable practices, Ocean Watch aims to play an essential role to advance action, protect ocean health and preserve the ecosystems that so many depend on.\u003c/p\u003e\u003cp\u003e\u003ca href=\"https://resourcewatch.org/dashboards/ocean-watch\"\u003eOcean Watch\u003c/a\u003e is built on \u003ca href=\"https://resourcewatch.org/\"\u003eResource Watch\u003c/a\u003e, WRI\u0026#8217;s data geospatial platform on planetary health. Resource Watch provides data visualization capabilities, an API and a global data catalogue, which has enabled a user-centered development of Ocean Watch and \u003ca href=\"https://www.wri.org/ocean\"\u003eWRI\u0026#8217;s Ocean Program\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eThe first theme of Ocean Watch also aims to
21support the countries of the \u003ca href=\"http://www.oceanpanel.org/\"\u003eHigh Level Panel for a Sustainable Ocean Economy\u003c/a\u003e and their commitment to developing sustainable ocean plans to cover 100% of their national waters.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-53ad8a42 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"53ad8a42\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-31be0305\" data-id=\"31be0305\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-992ad51 elementor-widget elementor-widget-text-editor\" data-id=\"992ad51\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW42463420 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e\u003cstrong\u003eBecky Atkins\u003c/strong\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003eis a Product Manager for Ocean Watch\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-32be5b88 elementor-widget elementor-widget-text-editor\" data-id=\"32be5b88\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eKatie Wood\u003c/strong\u003e is the Communications Officer for the Ocean Program\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7c705bc3 elementor-widget elementor-widget-text-editor\" data-id=\"7c705bc3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eJonathan Baines\u003c/strong\u003e is an Ocean Data Manager for Ocean Watch \u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-12065ef5 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"12065ef5\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bd95b80\" data-id=\"4bd95b80\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1e2e436d elementor-widget elementor-widget-heading\" data-id=\"1e2e436d\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eCheck out our catalog of trusted and timely data\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-537de0fa elementor-align-center elementor-widget elementor-widget-button\" data-id=\"537de0fa\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://resourcewatch.org/data/explore\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003eExplore Now\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-7e2612ff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e2612ff\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-59a4c9b4\" data-id=\"59a4c9b4\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-402118c5 elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"402118c5\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-11a6d6f9 elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"11a6d6f9\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5378b3e\" data-id=\"5378b3e\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5dd971a5 elementor-widget elementor-widget-heading\" data-id=\"5dd971a5\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-52cf8108 ee-grid-align--top ee-posts-thumbn
21ail-ratio ee-grid-columns-tablet-3 ee-grid-columns-3 ee-grid-columns-mobile-1 ee-grid-halign--left ee-posts-align-top ee-posts-avatar-position-left elementor-widget elementor-widget-posts-extra\" data-id=\"52cf8108\" data-element_type=\"widget\" data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003c/div\u003e\u003c!-- .ee-loop --\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t"},{"date":"Aug 09, 2021","title":"CityAQ: Reliable Localized Air Quality Forecasts for More Cities","link":"https://blog.resourcewatch.org/2021/08/09/air-quality/","slug":"air-quality","author":{"img":"https://secure.gravatar.com/avatar/6f0997fc797c5c50b4515392f0f1f68f?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/armando-retama/","name":"Armando Retama"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2021/08/smog.jpeg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"5468\" class=\"elementor elementor-5468\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-7ea7f2e1 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top elementor-section-boxed elementor-section-height-default\" data-id=\"7ea7f2e1\" data-element_type=\"section\" data-settings=\"{\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;id\u0026quot;:5507,\u0026quot;url\u0026quot;:\u0026quot;https:\\/\\/blog.resourcewatch.org\\/wp-content\\/uploads\\/2021\\/08\\/smog.jpeg\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1edf317\" data-id=\"1edf317\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-589fc475 home-link elementor-widget elementor-widget-button\" data-id=\"589fc475\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6d70c39c elementor-widget elementor-widget-post-info\" data-id=\"6d70c39c\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2021/08/09/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tAugust 9, 2021\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-55ae3702 elementor-widget elementor-widget-heading\" data-id=\"55ae3702\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eCityAQ: Reliable Localized Air Quality Forecasts for More Cities\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4b6e4968 authors elementor-widget elementor-widget-shortcode\" data-id=\"4b6e4968\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/armando-retama/\" title=\"Posts by Armando Retama\" class=\"author url fn\" rel=\"author\"\u003eArmando Retama\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/beatriz-cardenas/\" title=\"Posts by Beatriz Cárdenas\" class=\"author url fn\" rel=\"author\"\u003eBeatriz Cárdenas\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/beth-elliott/\" title=\"Posts by Beth Elliott\" class=\"author url fn\" rel=\"author\"\u003eBeth
21Elliott\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/eduardo-castillero/\" title=\"Posts by Eduardo Castillero\" class=\"author url fn\" rel=\"author\"\u003eEduardo Castillero\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/sergio/\" title=\"Posts by Sergio Baldit\" class=\"author url fn\" rel=\"author\"\u003eSergio Baldit\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/ken-wakabayashi/\" title=\"Posts by Ken Wakabayashi\" class=\"author url fn\" rel=\"author\"\u003eKen Wakabayashi\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-cfb7161 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfb7161\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4240be0\" data-id=\"4240be0\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6b0f6ba elementor-widget elementor-widget-text-editor\" data-id=\"6b0f6ba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003eMore than 80% of the worldâs cities do not meet World Health Organization standards for safe air, making air pollution the worldâs top environmental risk for health. The growing air pollution problem is having enormous impacts on human well-being including the propensity to contract respiratory infections, heart disease, stroke and lung cancer. Air pollution caused by human activities like the burning of fossil fuels is also linked to the near-term warming of the atmosphere. Thus, reducing air pollution can have almost immediate health and climate benefits.\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-bb4432a elementor-widget elementor-widget-html\" data-id=\"bb4432a\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\n \u003ciframe src=\"https://resourcewatch.org/embed/map/afcb9734-77d5-447f-9278-c29bbf07b07c\" width=\"100%\" height=\"500px\" frameBorder=\"0\" \u003e\u003c/iframe\u003e\n\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-a4d7ea9 elementor-widget elementor-widget-text-editor\" data-id=\"a4d7ea9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cem\u003eFigure 1. The map shows the population per country exposed to harmful levels of PM2.5 particles, from 1990 to 2017. Source: Resource Watch, based on data from the World Bank and the World Health Organization.\n\u003c/em\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2eb9a32 elementor-widget elementor-widget-text-editor\" data-id=\"2eb9a32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eDespite the multiple reasons to reduce air pollution around the world, many cities, particularly in low- and middle-income countries, lack the data management tools as well as financial and human resources to improve their air quality. If cities could gain access to high-resolution visualized forecasts, city governments would be able to de
21sign better interventions and control policies, civil society could monitor compliance with city policies and residents can act based on real-time information.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-f9ac998 elementor-widget elementor-widget-heading\" data-id=\"f9ac998\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003eCity AQ: A localized solution \u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6624d36 elementor-widget elementor-widget-text-editor\" data-id=\"6624d36\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThe \u003ca href=\"https://www.wri.org/initiatives/cityaq\"\u003eCityAQ\u003c/a\u003e project was conceived to provide reliable, locally relevant, accessible air quality forecasts data and visualizations to resource-constrained cities facing air quality challenges, by leveraging the data available from local monitoring networks and global forecasts. CityAQ utilizes the tools and expertise of the National Aeronautics and Space Administrationâs (NASA) in collaboration with local experts in participating cities, WRI and other organizations such as \u003ca href=\"https://openaq.org/#/\"\u003eOpenAQ\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eWRI, NASA, and cities collaborated to develop CityAQ, combining global models with data from local air quality monitoring networks to produce optimized forecasts with spatial and temporal resolutions useful for local decision making.\u003c/p\u003e\u003cp\u003eIn a pilot phase, WRI identified a set of cities in Latin America, Africa and Asia that could benefit from these air quality forecasts. The selection required cities to have continuous and systematic monitoring using regulatory-grade instruments for ozone (O3), nitrogen dioxide (NO2) and particulate matter less than 2.5 micrometers (PM2.5), as well as hourly observations valid from 2018 onwards. The final set included the following cities:\u003c/p\u003e\u003cul\u003e\u003cli\u003eJakarta, Indonesia\u003c/li\u003e\u003cli\u003eAddis Ababa, Ethiopia\u003c/li\u003e\u003cli\u003eGuadalajara (Metropolitan Area), Mexico\u003c/li\u003e\u003cli\u003eMonterrey (Metropolitan Area), Mexico\u003c/li\u003e\u003cli\u003eGuanajuato State, Mexico\u003c/li\u003e\u003cli\u003eBogota, Colombia\u003c/li\u003e\u003cli\u003eSao Paolo, Brazil\u003c/li\u003e\u003c/ul\u003e\u003cp\u003e \u003c/p\u003e\u003cp\u003eWRI\u0026#8217;s Air Quality team has worked with air quality experts in these cities, preparing and sharing data from their local monitoring stations, which would then be used to generate the adjusted CityAQ forecasts. In the process, WRI helped facilitate greater access to available global air quality information by including the local air quality data in the air quality platform OpenAQ and WRIâs Resource Watch platform.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-aabd7b7 elementor-widget elementor-widget-heading\" data-id=\"aabd7b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eTracking Air Pollutants\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2cbbfb4 elementor-widget elementor-widget-text-editor\" data-id=\"2cbbfb4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eTransport and other urban activities emit large amounts of pollutants into the atmosphere which, depending on meteorological conditions, can remain over the city for some time or be quickly transported to other regions. In the atmosphere, pollutants are gradually transformed into species of greater toxicity than those that gave rise to them. The 3 main pollutants that are the subject of CityAQâs forecasts are:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eNitrogen dioxide (NOâ)(¹): one of a group of highly reactive gases known as nitrogen oxides (NOx). NO is used as the indicator for the larger group of nitrogen oxides. NOâ primarily gets in the air from the burning of fuel.\u003c/li\u003e\n\u003cli\u003eTropospheric ozone (Oâ)(²): Ozone at ground level is a harmful air pollutant because of its effects on people and the environment, and it is the main ingredient in âsmog\u0026#8221;. It is a secondary gas formed by the interaction of sunlight with hydrocarbons and nitrogen oxides, which are emitted by vehicles, fossil fuel power plants, and other manmade sources.\u003c/li\u003e\n\u003cli\u003eParticulate matter (PMâ.â
)(³): refers to
21solid and liquid particles that are suspended in the air. These are predominantly the result of fossil fuel combustion. PM2.5 refers to particles with diameter less than 2.5 μmâ3% the diameter of a human hair.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAs of June 2021, the daily updated forecasts generated by CityAQ for \u003ca href=\"https://resourcewatch.org/data/explore/cit004crw0nrt-Air-Quality-Ozone-O-Station-Forecasts\"\u003eO3\u003c/a\u003e, \u003ca href=\"https://resourcewatch.org/data/explore/cit004brw0nrt-Air-Quality-Nitrogen-Dioxide-NO-Station-Forecasts\"\u003eNO2\u003c/a\u003e and \u003ca href=\"https://resourcewatch.org/data/explore/cit004rw0-City-AQ-Forecasts\"\u003ePM2.5\u003c/a\u003e are publicly available and visualized on Resource Watchâs open data platform. This platform also offers tools that allow users to access other social and environmental datasets from the vast catalog to generate valuable insight into air quality issues in a quick and intuitive way. Forecast visualizations on Resource Watch can be easily embedded into other websites, such as official web pages of participating cities.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-a842e6b elementor-widget elementor-widget-heading\" data-id=\"a842e6b\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eHow CityAQ Works \u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-dbfd61b elementor-widget elementor-widget-text-editor\" data-id=\"dbfd61b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003eAir quality management can be very disparate from one city to another, depending on their budgets and capacities. To properly manage air quality, environmental authorities traditionally rely on a key tool for generating information: monitoring networks instrumented with regulatory-grade equipment.\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-inner-section elementor-element elementor-element-503cb8a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"503cb8a\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-aca86d6\" data-id=\"aca86d6\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-989bf85 elementor-widget elementor-widget-text-editor\" data-id=\"989bf85\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eSome cities also employ models for air quality forecasting and diagnostic purposes. Air quality forecasts are very valuable as they allow governments and the public to take informed action. With adequate communication of the data and visualizations from these forecasts, people are able to protect themselves from risk, especially those who are more susceptible to variation in air quality, such as those with respiratory or cardiovascular conditions, young children, and pregnant women. Mexico City is a good example of this: The local government has developed \u003ca href=\"http://www.aire.cdmx.gob.mx/pronostico-aire/sobre-modelo.php\"\u003etheir own forecast\u003c/a\u003e, combining a weather model, an emissions model, and a chemical transport model.\u003c/p\u003e\u003cp\u003eForecasts allow decision-makers to proactively plan to mitigate the effects of a pollution event in different ways: warning the population, alerting their health systems, canceling outdoor events or reducing emissions that would exacerbate conditions. They also allow them to estimate the behavior of pollutants during an event originating outside their jurisdiction. The forecast is a key element that allows authorities to design and enforce control strategies to achieve systemic reductions in air pollution.\u003cbr /\u003eWhile not all cities currently have forecast models developed specifically for their city, global air quality tools, such as the \u003ca href=\"https://gmao.gsfc.nasa.gov/weather_prediction/GEOS-CF/\"\u003eGoddard Earth Observing System Composition Forecast (GEOS-CF)\u003c/a\u003e allow for the unprecedented opportunity to access continuously updated air quality forecasts anywhere in the world. However, these global models have a coarse spatial resolution for city management purposes (e.g., GEOS resolution is 25 x 25 km2), which makes it difficult to identify local phenomena that will affect air quality in the city.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-9101c6d\" data-id=\"9101c6d\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-228dac3 elementor-widget elementor-widget-html\" data-id=\"228dac3\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\n \u003ciframe src=\"https://resourcewatch.org/embed/d
21ata/explore?section=All+data\u0026selectedCollection=\u0026zoom=10.124765919920378\u0026lat=4.658127171112812\u0026lng=-74.04401197754171\u0026pitch=0\u0026bearing=0\u0026basemap=dark\u0026labels=light\u0026layers=%255B%257B%2522dataset%2522%253A%2522f5599d62-7f3d-41c7-b3fd-9f8e08ee7b2a%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522e2645918-00b1-47fa-bc0c-390428b5e4f1%2522%257D%255D\u0026aoi=\u0026page=1\u0026sort=relevance\u0026sortDirection=-1\u0026search=cityaq\" width=\"100%\" height=\"500px\" frameBorder=\"0\" \u003e\u003c/iframe\u003e\n \u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-acad3cf elementor-widget elementor-widget-text-editor\" data-id=\"acad3cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eFigure 2. \u003c/em\u003e\u003ci\u003eForecast of fine particulate matter (PM2.5) at monitoring station level for the next five days. \u003c/i\u003e\u003cem style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003eSource: OpenAQ (GMAO-NASA/WRI)\u003cbr /\u003eFull dataset: \u003c/em\u003e\u003ca href=\"https://bit.ly/3AvnnY2\"\u003e\u003ci\u003ehttps://bit.ly/3AvnnY2\u003c/i\u003e\u003c/a\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-0bfe01d elementor-widget elementor-widget-text-editor\" data-id=\"0bfe01d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eCityAQ works by adjusting the outputs of the global GEOS-CF model developed by NASA, taking into account data from the monitoring sites of participating cities. This is done through the use of a \u003ca href=\"https://xgboost.readthedocs.io/en/latest\"\u003emachine learning algorithm\u003c/a\u003e, trained to fit the global model predictions to the geographic location of the observation site.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3efab4a elementor-widget elementor-widget-html\" data-id=\"3efab4a\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/map/bc3c429e-4286-424d-bc0d-2189381d5ef7\" width=\"100%\" height=\"500px\" frameBorder=\"0\" \u003e\u003c/iframe\u003e\u003c/div\u003e \t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-c34b63a elementor-widget elementor-widget-text-editor\" data-id=\"c34b63a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cem\u003eFigure 3. Source: GMAO-NASA. \n\u003c/em\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-cae90f4 elementor-widget elementor-widget-heading\" data-id=\"cae90f4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eCityAQ In Action\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4accf45 elementor-widget elementor-widget-text-editor\" data-id=\"4accf45\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThroughout the pilot phase, the need and importance of producing quality data has been emphasized, not only for regulatory purposes but also for other purposes such as modeling, visualization and evaluation of emerging technologies (e.g., satellite data, low-cost sensors). The interest by all the participant citiesâ environmental authorities was remarkable, driven by the need for a forecasting system for their cities and the opportunity to collaborate on this project with WRI and NASA.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-inner-section elementor-element elementor-element-3898a50 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3898a50\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7296717\" data-id=\"7296717\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7925570 elementor-widget elementor-widget-html\" data-id=\"7925570\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/d
21ata/explore?hash=layers\u0026section=All+data\u0026selectedCollection=\u0026zoom=10.124765919920378\u0026lat=-0.2259479938218811\u0026lng=-78.49479607766077\u0026pitch=0\u0026bearing=0\u0026basemap=dark\u0026labels=light\u0026layers=%255B%257B%2522dataset%2522%253A%25228ee6a93b-ab7a-41a8-95f5-3d684626d9ea%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522dda04153-8e70-46a3-9696-8b026ca050ae%2522%257D%255D\u0026aoi=\u0026page=1\u0026sort=relevance\u0026sortDirection=-1\u0026search=cityaq\" width=\"100%\" height=\"500px\" frameBorder=\"0\" \u003e\u003c/iframe\u003e\u003c/div\u003e \t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2e65314 elementor-widget elementor-widget-text-editor\" data-id=\"2e65314\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003e\u003cspan style=\"color: #393f44; font-family: Lato, 'Helvetica Neue', Helvetica, Arial, sans;\"\u003eForecasted Average NO\u003c/span\u003e\u003c/em\u003e\u003cspan style=\"color: #202124; font-family: arial, sans-serif; font-size: 14px;\"\u003eâ\u003c/span\u003e\u003cem style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003e\u003cspan style=\"color: #393f44; font-family: Lato, 'Helvetica Neue', Helvetica, Arial, sans;\"\u003e concentrations for Sao Paulo\u0026#8217;s monitoring stations.\u003cbr /\u003e\u003c/span\u003e\u003c/em\u003e\u003cspan style=\"font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem; color: #393f44; font-family: Lato, Helvetica Neue, Helvetica, Arial, sans;\"\u003e\u003ci\u003eSource: CityAQ (GMAO-NASA/WRI)\u003cbr /\u003eFull dataset: \u003c/i\u003e\u003c/span\u003e\u003cspan style=\"color: #393f44; font-family: Lato, Helvetica Neue, Helvetica, Arial, sans;\"\u003e\u003ci\u003e\u003ca href=\"https://bit.ly/3CBdmdK\"\u003ehttps://bit.ly/3CBdmdK\u003c/a\u003e \u003c/i\u003e\u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8f13c78\" data-id=\"8f13c78\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-e92c6c6 elementor-widget elementor-widget-html\" data-id=\"e92c6c6\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?section=Discover\u0026selectedCollection=\u0026zoom=9.845529674004878\u0026lat=-23.60373340792228\u0026lng=-46.610117674177246\u0026pitch=0\u0026bearing=0\u0026basemap=dark\u0026labels=light\u0026layers=%255B%257B%2522dataset%2522%253A%2522403726e5-6852-49f4-9dce-b82b599b09fc%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%25221d67adc1-e25c-4190-a9f2-df2633f6c85f%2522%257D%255D\u0026aoi=\u0026page=1\u0026sort=most-viewed\u0026sortDirection=-1\" width=\"100%\" height=\"500px\" frameBorder=\"0\" \u003e\u003c/iframe\u003e\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2f940a9 elementor-widget elementor-widget-text-editor\" data-id=\"2f940a9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003e\u003cspan style=\"color: #393f44; font-family: Lato, 'Helvetica Neue', Helvetica, Arial, sans;
21\"\u003eForecasted Average Oâ concentrations for Sao Paulo\u0026#8217;s monitoring stations\u003c/span\u003e\u003cspan style=\"color: #393f44; font-family: Lato, 'Helvetica Neue', Helvetica, Arial, sans;\"\u003e. Source: CityAQ (GMAO-NASA/WRI)\u003cbr /\u003eFull dataset: \u003ca href=\"https://bit.ly/3lVvVmP\"\u003ehttps://bit.ly/3lVvVmP\u003c/a\u003e\u003c/span\u003e\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-64973ab elementor-widget elementor-widget-text-editor\" data-id=\"64973ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan data-contrast=\"none\"\u003eCurrently, the participating cities are exploring potential applications for the forecast. For example, the Secretary of Sustainable Development of Nuevo León \u003ca href=\"http://aire.nl.gob.mx/map_pronosticos_wri.html\"\u003edisseminates the air quality forecast for the Metropolitan Area of Monterrey (Mexico)\u003c/a\u003e through its website and mobile application, allowing citizens to anticipate risks in the event of a possible pollution episode. In Bogota, Colombia, the District Environment Secretary, which has an air quality forecast system, also uses the GEOS-CF adjusted forecast as a tool. In Leon, Guanajuato, the air quality forecast will be included on its website to inform the population.  \u003c/span\u003e\u003cspan data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/p\u003e\u003cp\u003e\u003cspan data-contrast=\"none\"\u003eIn the near future, the partners will seek to expand the project, increasing the number of cities that have access to an air quality forecast. WRI also continues to collaborate in the improvement of data collection and monitoring capabilities, in addition to supporting the implementation of the forecast for the cities participating in the pilot stage.  \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-b514d5e elementor-widget elementor-widget-text-editor\" data-id=\"b514d5e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003eCurrently, the participating cities are exploring potential applications for the forecast. For example, the Secretary of Sustainable Development of Nuevo León will disseminate the air quality forecast for the Metropolitan Area of Monterrey (Mexico) through its website and mobile application, allowing citizens to anticipate risks in the event of a possible pollution episode. In Bogota, Colombia, the District Environment Secretary, which has an air quality forecast system, also uses the GEOS-CF adjusted forecast as a tool. In Leon, Guanajuato, the air quality forecast will be included on its website to inform the population. \n\nIn the near future, the partners will seek to expand the project, increasing the number of cities that have access to an air quality forecast. WRI also continues to collaborate in the improvement of data collection and monitoring capabilities, in addition to supporting the implementation of the forecast for the cities participating in the pilot stage.\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-16ff2a8d elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"16ff2a8d\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-66933bcb\" data-id=\"66933bcb\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-232f9504 elementor-widget elementor-widget-text-editor\" data-id=\"232f9504\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003ca class=\"Hyperlink SCXW133036080 BCX0\" href=\"https://www.epa.gov/no2-pollution/basic-information-about-no2#:~:text=Nitrogen%20Dioxide%20(NO2)%20is,from%20the%20burning%20of%20fuel\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan class=\"TextRun Underlined MacChromeBold SCXW133036080 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e¹United \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eStates\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eEnvironmental\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eProtection\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e Agency\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e: \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eNitrogen\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eDioxide\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e (NO2) \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003ePollution\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133036080 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e, 2016\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan class=\"EOP SCXW133036080 BCX0\" data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-78c08d63 elementor-widget elementor-widget-text-editor\" data-id=\"78c08d63\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003ca class=\"Hyperlink SCXW35524942 BCX0\" href=\"https://www.epa.gov/ground-level-ozone-pollution/ground-level-ozone-basics\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan class=\"TextRun Underlined MacChromeBold SCXW35524942 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"\u003e\u003cspan class=\"NormalTextRun SCXW35524942 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e²United States Environmental Protection Agency\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW35524942 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e, Ground-level Ozone Basics,\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW35524942 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e 20\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW35524942 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e21\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan class=\"EOP SCXW35524942 BCX0\" data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6346920f elementor-widget elementor-widget-text-editor\" data-id=\"6346920f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003ca class=\"Hyperlink SCXW132173072 BCX0\" href=\"https://aqli.epic.uchicago.edu/pollution-facts/\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan class=\"TextRun Underlined MacChromeBold SCXW132173072 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e³Air \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eQuality\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eLife\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003eIndex\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e (AQLI)\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW132173072 BCX0\" data-ccp-charstyle=\"Hyperlink\"\u003e, Pollution Facts: Particulate air pollution is the single greatest threat to human health globally, 2021\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan class=\"EOP SCXW132173072 BCX0\" data-ccp-props=\"{\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-ac4d60e elementor-widget elementor-widget-text-editor\" data-id=\"ac4d60e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eWatch the \u
21003ca href=\"https://www.youtube.com/watch?v=pSaf__RGPtM\"\u003efeatured webinar\u003c/a\u003e, with government representatives from participating cities sharing their experience around the project\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-edcecde elementor-widget elementor-widget-text-editor\" data-id=\"edcecde\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW61160553 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003eFor\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003e more \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003einformation\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003eabout\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW61160553 BCX0\"\u003eCityAQ\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW61160553 BCX0\"\u003e: \u003ca href=\"https://www.wri.org/initiatives/cityaq\"\u003ehttps://www.wri.org/initiatives/cityaq\u003c/a\u003e \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW61160553 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-f491eb8 elementor-widget elementor-widget-text-editor\" data-id=\"f491eb8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW42463420 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e\u003cstrong\u003eArmando Retama\u003c/strong\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e a \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003especialist\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e in air \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003equality\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003eissues\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e and \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003ecollaborates\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e as a \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003econsultant\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003ewith\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e WRI \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003eMexico\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW42463420 BCX0\"\u003e.  \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW42463420 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7caa14f elementor-widget elementor-widget-text-editor\" data-id=\"7caa14f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW175012910 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e\u003cstrong\u003eBeatriz Cárdenas\u003c/strong\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e director \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003eof\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e air \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003equality\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003efor\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e WRI \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003eMexico\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e and a global air \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003equality\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003eco-leader\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e. \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW175012910 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-9593d19 elementor-widget elementor-widget-text-editor\" data-id=\"9593d19\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW133398094 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cstrong\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eSergio \u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW133398094 BCX0\"\u003eBaldit\u003c/span\u003e\u003c/strong\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eCommunications\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eSpecialist\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e at \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eResource\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eWatch\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e. \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW133398094 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7cadd11 elementor-widget elementor-widget-text-editor\" data-id=\"7cadd11\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW2520170 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003e\u003cstrong\u003eEduardo Castillero\u003c/strong\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003eAnalyst\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003e at \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003eResource\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003eWatch\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW2520170 BCX0\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP CommentStart SCXW2520170 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6724ad6 elementor-widget elementor-widget-text-editor\" data-id=\"6724ad6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cb\u003eBeth
21Elliott\u003c/b\u003e is the Communications and Engagement Lead for Air Quality, WRI Ross Center for Sustainable Cities \u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-458ae83a elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"458ae83a\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4916d8b\" data-id=\"4916d8b\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4cf8c284 elementor-widget elementor-widget-heading\" data-id=\"4cf8c284\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eCheck out our catalog of trusted and timely data\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-73b93fc7 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"73b93fc7\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://resourcewatch.org/data/explore\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003eExplore Now\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-2e22dbc2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e22dbc2\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7470e1b\" data-id=\"7470e1b\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7214a76a elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"7214a76a\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-3232bd60 elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"3232bd60\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-513001b4\" data-id=\"513001b4\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1285b3b2 elementor-widget elementor-widget-heading\" data-id=\"1285b3b2\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2f240e8 ee-grid-align--top ee-posts-thumbn
21ail-ratio ee-grid-columns-tablet-3 ee-grid-columns-3 ee-grid-columns-mobile-1 ee-grid-halign--left ee-posts-align-top ee-posts-avatar-position-left elementor-widget elementor-widget-posts-extra\" data-id=\"2f240e8\" data-element_type=\"widget\" data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003c/div\u003e\u003c!-- .ee-loop --\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t"},{"date":"Feb 05, 2020","title":"Runways Underwater: Maps Show Where Rising Seas Threaten 80 Airports Around the World","link":"https://blog.resourcewatch.org/2020/02/05/runways-underwater-maps-show-where-rising-seas-threaten-80-airports-around-the-world/","slug":"runways-underwater-maps-show-where-rising-seas-threaten-80-airports-around-the-world","author":{"img":"https://secure.gravatar.com/avatar/8d8269da9e4dff9320a476540e05517b?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/multipleauthors/","name":"Multiple Authors"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2020/02/virgin-2721333_1920-1.jpg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"4574\" class=\"elementor elementor-4574\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-b
210782e9 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top elementor-section-boxed elementor-section-height-default\" data-id=\"b0782e9\" data-element_type=\"section\" data-settings=\"{\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;id\u0026quot;:4576,\u0026quot;url\u0026quot;:\u0026quot;https:\\/\\/blog.resourcewatch.org\\/wp-content\\/uploads\\/2020\\/02\\/virgin-2721333_1920-1.jpg\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c9faff3\" data-id=\"c9faff3\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3ca31ca1 home-link elementor-widget elementor-widget-button\" data-id=\"3ca31ca1\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c Blog\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-29671471 elementor-widget elementor-widget-post-info\" data-id=\"29671471\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2020/02/05/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tFebruary 5, 2020\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-43b46723 elementor-widget elementor-widget-heading\" data-id=\"43b46723\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eRunways Underwater: Maps Show Where Rising Seas Threaten 80 Airports Around the World\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-19224062 authors elementor-widget elementor-widget-shortcode\" data-id=\"19224062\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/tina-huang/\" title=\"Posts by Tina Huang\" class=\"author url fn\" rel=\"author\"\u003eTina Huang\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/noah-maghsadi/\" title=\"Posts by
21Noah Maghsadi\" class=\"author url fn\" rel=\"author\"\u003eNoah Maghsadi\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-4a5f07d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a5f07d6\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-no\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2d5c4a68\" data-id=\"2d5c4a68\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-76f5c56f elementor-widget elementor-widget-text-editor\" data-id=\"76f5c56f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eAirports are a major part of a countryâs infrastructure. In addition to being travel hubs, they also enable economic activities and play a key role in national security. But many are vulnerable to \u003ca href=\"https://www.nytimes.com/2018/09/07/climate/airport-global-warming-kansai.html\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003esea level rise\u003c/span\u003e\u003c/a\u003e, especially those established in low-lying coastal areas.\u003c/p\u003e\u003cp\u003eUsing sea level rise data from \u003ca href=\"http://sealevel.climatecentral.org/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eClimate Central\u003c/span\u003e\u003c/a\u003e and airport locations from \u003ca href=\"https://openflights.org/data.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eOpenFlights\u003c/span\u003e\u003c/a\u003e, we found that 80 airports could be underwater with \u003ca href=\"https://www.ipcc.ch/site/assets/uploads/2018/02/WG1AR5_Chapter13_FINAL.pdf\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eone meter of sea level rise\u003c/span\u003e\u003c/a\u003e, which researchers at the UNâs expert climate panel predict is likely to occur by 2100 if emissions arenât reduced. Even if emissions are curtailed and warming is limited to 2 degrees Celsius, about half a meter of sea level rise is likely by the \u003ca href=\"https://www.wri.org/blog/2018/10/half-degree-and-world-apart-difference-climate-impacts-between-15-c-and-2-c-warming\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eend of the century\u003c/span\u003e\u003c/a\u003e, which would flood 44 airports around the world.\u003c/p\u003e\u003cp\u003eThe reason airports are threatened by sea level rise is simple: many of them capitalize on low, flat areas, which are required for long runways to facilitate takeoff and landing. Airplanes need room to gain altitude, which they can easily do over bodies of water, without worrying about tall buildings. This type of land is typically found near large bodies of water â \u003ca href=\"https://www.airport-technology.com/features/airports-close-to-sea-level/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003ewetlands, marshlands and floodplains\u003c/span\u003e\u003c/a\u003e â areas that are especially susceptible to sea level rise and storm surge. But while building airports near bodies of water started off as an advantage, it is now quickly becoming a liability due to climate change.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cdiv aria-hidden=\"true\"\u003e\u003cfigure id=\"attachment_4609\" aria-describedby=\"caption-attachment-4609\" style=\"width: 640px\" class=\"wp-caption aligncenter\"\u003e\u003cimg class=\"size-full wp-image-4609\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2020/04/offutt-base.jpeg\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2020/04/offutt-base.jpeg 640w, https://blog.resourcewatch.org/wp-content/uploads/2020/04/offutt-base-300x200.jpeg 300w\" sizes=\"(max-width: 640px) 100v
21w, 640px\" /\u003e\u003cfigcaption id=\"caption-attachment-4609\" class=\"wp-caption-text\"\u003eOffutt Air Force Base March 2019\u003c/figcaption\u003e\u003c/figure\u003e\u003c/div\u003e\u003cdiv aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cstrong\u003eWhich Airports Are Most at Risk?\u003c/strong\u003e\u003c/p\u003e\u003cp\u003eAirports are at risk all over the world, but the highest number of affected airports are in North America, Europe and Asia, because there are more airports on these continents. The images below show the impact that half a meter and one meter of sea level rise would have on select airports.\u003c/p\u003e\u003cp\u003e\u003cstrong\u003eNorth America\u003c/strong\u003e\u003c/p\u003e\u003cp\u003eSix airports in North America could be underwater with just half a meter of sea level rise. This figure increases to 12 at one meter of sea level rise and includes airports such as Key West International Airport and Jacqueline Cochran Regional Airport.\u003c/p\u003e\u003cp\u003eKey West International Airport, located in Florida, has between 50 and 60 commercial airline flights each day and registered 870,000 passengers in 2018, according to its website. The visual below shows the impact of expected flooding on this airport with both half a meter and one meter of sea level rise.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?zoom=14\u0026amp;lat=24.555945152615756\u0026amp;lng=-81.76248550415039\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;topics=%255B%2522sea_level_rise%2522%255D\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003eIn California, the Jacqueline Cochran Regional Airport averages 209 aircraft operations a day and has 127 aircrafts based at the airport. Located near the Salton Sea, this airport would be completely flooded with only half a meter of sea level rise.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?zoom=13\u0026amp;lat=33.625626213988305\u0026amp;lng=-116.14797592163087\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cstrong\u003eEurope\u003c/strong\u003e\u003c/p\u003e\u003cp\u003eWithin Europe, 11 airports are at risk of being underwater with half a meter of sea level rise, and 23 are at risk if sea level rise reaches one meter.\u003c/p\u003e\u003cp\u003eAmsterdamâs Airport Schiphol is the \u003ca href=\"https://www.travelandleisure.com/airlines-airports/busiest-airport-in-the-world\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003e11\u003c/span\u003e\u003c/a\u003e\u003csup\u003e\u003ca href=\"https://www.travelandleisure.com/airlines-airports/busiest-airport-in-the-world\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eth\u003c/span\u003e\u003c/a\u003e\u003c/sup\u003e\u003ca href=\"https://www.travelandleisure.com/airlines-airports/busiest-airport-in-the-world\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003e busiest airport in the world\u003c/span\u003e\u003c/a\u003e and is predicted to be underwater with only half a meter of sea level rise. However, itâs important to note that while the Climate Central maps show areas below certain sea-levels, they do not take into account flood barriers and other water management te
21chnologies implemented in the Netherlands.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp aria-hidden=\"true\"\u003eThe Dutch have particularly strong \u003ca href=\"https://www.nytimes.com/interactive/2017/06/15/world/europe/climate-change-rotterdam.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003ewater management strategies\u003c/a\u003e, such as building dikes, seawalls, and underground spaces where water can safely pool in the event of flooding. These measures, which are not reflected in the maps developed by Climate Central, are designed to mitigate flood impact on infrastructure and reflect a significant investment in water-management technologies.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?zoom=12\u0026amp;lat=52.3061695430265\u0026amp;lng=4.783172607421876\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;topics=%255B%2522sea_level_rise%2522%255D\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003eAnother European airport at risk from just half a meter of sea level rise is Denmarkâs Kalundborg Airport. The map below shows the location of airport overlaid with half a meter of sea level rise.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?zoom=15\u0026amp;lat=55.68020978237163\u0026amp;lng=11.089882850646974\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;topics=%255B%2522sea_level_rise%2522%255D\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cstrong\u003eAsia\u003c/strong\u003e\u003c/p\u003e\u003cp\u003eSeven of Asiaâs airports are at risk from half a meter of sea level rise, and 14 are at risk from one meter of sea level rise, including Chinaâs Yancheng Airport and Iranâs Ramsar International Airport.\u003c/p\u003e\u003cp\u003eYancheng Airport, seen below, could be flooded by only half a meter of sea level rise. This airport, located in Jiangsu Province, China, is a hub for both commercial and international flights, and averages 44 flights a day.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/data/explore?zoom=14\u0026amp;lat=33.430581775777526\u0026amp;lng=120.20407676696779\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;topics=%255B%2522sea_level_rise%2522%255D\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003eRamsar International Airport is situated on the coast of the Caspian Sea. Half a meter of sea level rise would flood part of Ramsar Airportâs runways.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003ciframe src=\"https://resourcewatch.org/embed/d
21ata/explore?zoom=15\u0026amp;lat=36.908759434845\u0026amp;lng=50.687956809997566\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522ff1425a9-4793-4ac2-99e5-7bdf87114cc7%2522%252C%2522opacity%2522%253A0.8%252C%2522layer%2522%253A%25229d8d2faf-7a20-45c6-811f-634a87661f37%2522%257D%252C%257B%2522dataset%2522%253A%2522ef23ee11-deb5-4a89-81a7-661b3bfc59aa%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522cc93a779-d3ec-473b-aa8f-98b14d584dbf%2522%257D%255D\u0026amp;page=1\u0026amp;sort=relevance\u0026amp;sortDirection=-1\u0026amp;search=airport\" width=\"100%\" height=\"500px\" frameborder=\"0\" data-mce-fragment=\"1\"\u003e\u003c/iframe\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cstrong\u003eA Turbulent Future for Air Travel\u003c/strong\u003e\u003c/p\u003e\u003cp\u003eWhile 80 airports would be inundated with one meter of sea level rise, theyâre hardly the only ones affected by climate change. Lots of airports will feel the effects of storm surge and extreme weather, even if theyâre not completely submerged by rising seas.\u003c/p\u003e\u003cp\u003eWe are already getting a taste of what this will look like. LaGuardia, John F. Kennedy International Airport and Newark (N.J.) International Airport \u003ca href=\"https://www.climatecentral.org/news/coastal-us-airports-face-increasing-threat-from-sea-level-rise-16126\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eall experienced severe flooding\u003c/span\u003e\u003c/a\u003e from nearby water bodies during Hurricane Sandy in 2012. This flooding caused \u003ca href=\"https://www.climatecentral.org/news/coastal-us-airports-face-increasing-threat-from-sea-level-rise-16126\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003earound 10,000 canceled flights\u003c/span\u003e\u003c/a\u003e and \u003ca href=\"https://www.dallasnews.com/business/airlines/2012/11/02/analyst-puts-hurricane-sandy-losses-at-close-to-200-million-for-airlines/\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003emillions of dollars\u003c/span\u003e\u003c/a\u003e in lost revenue. And in September 2018, Kansai International Airport in Japan became \u003ca href=\"https://www.nytimes.com/2018/09/07/climate/airport-global-warming-kansai.html\" target=\"_blank\" rel=\"noreferrer noopener\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003esurrounded by ocean\u003c/span\u003e\u003c/a\u003e in the aftermath of a typhoon. These events showcase what may be the new normal for airports once the rising waters of climate change become more permanent.\u003c/p\u003e\u003cp\u003eAnd itâs not just the United States. Airports around the world are under threat from storm surges and rising seas. For example, in September 2018, Kansai International Airport in Japan became \u003ca href=\"https://www.nytimes.com/2018/09/07/climate/airport-global-warming-kansai.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003esurrounded by ocean\u003c/span\u003e\u003c/a\u003e in the aftermath of a typhoon. When important transportation hubs like airports are flooded, it is safe to assume that everyday travel routes like roads and train tracks are also inundated. The complete shutdown of transportation services by natural disasters like these demonstrate what may be the new normal for airports once the rising waters of climate change become more permanent.\u003c/p\u003e\u003cp\u003eOther aspects of climate change threaten air travel. Extreme heat, which comes with thinner air, has the \u003ca href=\"https://www.npr.org/sections/thetwo-way/2017/06/20/533662790/its-too-hot-for-some-planes-to-fly-in-phoenix\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003epotential to ground planes\u003c/span\u003e\u003c/a\u003e by making them \u003ca href=\"https://www.nytimes.c
21om/2017/06/20/business/flying-climate-change.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eunable to generate lift\u003c/span\u003e\u003c/a\u003e, and also may make air travel \u003ca href=\"https://www.forbes.com/sites/jeffmcmahon/2019/03/11/climate-change-will-increase-violent-turbulence-on-airline-flights/#19ea4b4b23cd\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003emore turbulent\u003c/span\u003e\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eAs the implications of sea level rise are becoming better understood, many \u003ca href=\"https://www.climatecentral.org/news/coastal-us-airports-face-increasing-threat-from-sea-level-rise-16126\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eairport managers\u003c/span\u003e\u003c/a\u003e are acting to protect airports in the near-term. Singaporeâs Changi airport has recently resurfaced its runways to allow for better drainage and is building \u003ca href=\"https://www.insurancejournal.com/news/international/2018/10/01/503030.htm\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eexpansions on higher elevations\u003c/span\u003e\u003c/a\u003e. In the United States, Boston Logan Airport and San Francisco International Airport have worked to install \u003ca href=\"https://www.npr.org/2018/09/25/651120028/airports-at-waters-edge-battle-rising-sea-levels\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003enew flood barriers\u003c/span\u003e\u003c/a\u003e to stave off rising seas. Last October, officials at San Francisco International Airport decided to move ahead with a \u003ca href=\"https://www.mercurynews.com/2019/10/10/sfo-plans-to-surround-airport-with-10-mile-wall-to-protect-against-rising-bay-waters/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003e$587 million plan\u003c/span\u003e\u003c/a\u003e to build up the airportâs seawall from three feet to eight feet tall.\u003c/p\u003e\u003cp\u003eExplore other sectors and how they will be affected by climate change on \u003ca href=\"https://resourcewatch.org/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003e\u003cspan style=\"text-decoration: underline;\"\u003eResource Watch\u003c/span\u003e\u003c/a\u003e.\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cem\u003eEditorâs Note, 2/5/20: We updated this blog post to clarify that LaGuardia, John F. Kennedy and Newark International airports will not be inundated by 1 meter of sea level rise, though they may be affected by storm surges and extreme weather.\u003c/em\u003e\u003c/p\u003e\u003cp\u003e\u003cem\u003eEditor\u0026#8217;s Note, 4/3/20: It is important to note that while the Climate Central maps show areas below certain sea-levels, they do not take into account flood barriers and other water management technologies.\u003c/em\u003e\u003c/p\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cdiv class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"\u003e \u003c/div\u003e\u003cp\u003e\u003cstrong\u003eMETHODOLOGY NOTES:\u003c/strong\u003e\u003c/p\u003e\u003cul\u003e\u003cli\u003eOpenFlights provides the latitude, longitude, and altitude (or elevation above sea level) of airports, but OpenFlights does not provide information on the total area or footprint of airports. Stantec, a large engineering company, estimates that the typical commercial airline runway is \u003ca href=\"https://ideas.stantec.com/blog/how-long-is-an-airport-s-runway\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003ebetween 2,440 and 3,960 meters\u003c/a\u003e in length. Our analysis estimates a conservative footprint for each airport, having a radius of 1,000 meters. Airports with footprints that overlap with pixels from Climate Centralâs sea level rise dataset were highlighted in this analysis. But we excluded airports with elevations higher than expected sea levels and airports designed for seaplanes.\u003c/li\u003e\u003c/ul\u003e\u003cul\u003e\u003cli\u003eOur decision to focus on sea level rise of half a meter and one meter is based on end-of-the-century predictions made by the UNâs Intergovernmental Panel on Climate Change. However, sea level rise estimates differ substantially. These estimates may be conservative because an assessment published in \u003cem\u003eNature\u003c/em\u003e, found that we may see \u003ca href=\"https://www.nature.com/articles/nature17145\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"\u003etwo meters of sea level rise\u003c/a\u003e by 2100.\u003c/li\u003e\u003cli\u003eRead the full methodology and download the list of airports affected by sea level rise on \u003ca title=\"https://github.com/resource-watch/blog-analysis/tree/master/blog_021_airports_affected_by_sea_level_rise\" href=\"https://github.com/resource-watch/blog-analysis/tree/master/blog_021_airports_affected_by_sea_level_rise\" target=\"_blank\" rel=\"noopener noreferrer\" data-auth=\"NotApplicable\"\u003eGitHub\u003c/a\u003e.\u003c/li\u003e\u003c/ul\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-6534d812 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6534d812\" data-element_type=\"section\" 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elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-699468dc elementor-widget elementor-widget-heading\" data-id=\"699468dc\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eSign up for our newsletter to get the latest stories right to your inbox.\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1fc2d211 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1fc2d211\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"#\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003eSign Up\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-281dd559 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"281dd559\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72265651\" data-id=\"72265651\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-26251835 elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"26251835\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-78f2341f elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"78f2341f\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-42ef4cf6\" data-id=\"42ef4cf6\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-34861244 elementor-widget elementor-widget-heading\" data-id=\"34861244\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-36d05cfe ee-grid-align--top ee-posts-thumbn
21ail-ratio ee-grid-columns-tablet-3 ee-grid-columns-3 ee-grid-columns-mobile-1 ee-grid-halign--left ee-posts-align-top ee-posts-avatar-position-left elementor-widget elementor-widget-posts-extra\" data-id=\"36d05cfe\" data-element_type=\"widget\" data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003c/div\u003e\u003c!-- .ee-loop --\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t"}],"latestPostsError":null,"spotlightPosts":[{"date":"Jul 20, 2022","title":"Touring the Worldâs Reefs Through Data","link":"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/","slug":"touring-the-worlds-reefs-through-data","author":{"img":"https://secure.gravatar.com/avatar/b15cf2059bec2f1d236eb245fef56882?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/auburn-schnitzer/","name":"Auburn Schnitzer"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b8
2107dd2f_h-crop.jpg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"6135\" class=\"elementor elementor-6135\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-145b3280 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top elementor-section-boxed elementor-section-height-default\" data-id=\"145b3280\" data-element_type=\"section\" data-settings=\"{\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;id\u0026quot;:6163,\u0026quot;url\u0026quot;:\u0026quot;https:\\/\\/blog.resourcewatch.org\\/wp-content\\/uploads\\/2022\\/07\\/6214468600_73b807dd2f_h-crop.jpg\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b11ff4c\" data-id=\"6b11ff4c\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2cb27cc home-link elementor-widget elementor-widget-button\" data-id=\"2cb27cc\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c Blog\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-59fbad79 elementor-widget elementor-widget-post-info\" data-id=\"59fbad79\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tJuly 20, 2022\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-799818ad elementor-widget elementor-widget-heading\" data-id=\"799818ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eTouring the Worldâs Reefs Through Data\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6fd5275d authors elementor-widget elementor-widget-shortcode\" data-id=\"6fd5275d\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/auburn-schnitzer/\" title=\"Posts by Auburn Schnitzer\" class=\"author url fn\" rel=\"author\"\u003eAuburn Schnitzer\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/sergio/\" title=\"Posts by Serg
21io Baldit\" class=\"author url fn\" rel=\"author\"\u003eSergio Baldit\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-6208676c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6208676c\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-58c6d813\" data-id=\"58c6d813\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-572d43f2 elementor-widget elementor-widget-text-editor\" data-id=\"572d43f2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eCoral reefs are amazing feats of natural architecture that are incredibly important to both humans and coastal ecosystems. Even though they only account for \u003cu\u003e0.01% of the ocean floor, they support 25% of all marine life\u003c/u\u003e, and are vital habitats for a vast number of fish and invertebrate species.\u003c/p\u003e\u003cp\u003eCoral reefs stimulate the economy of the coastal regions they occupy through increases to tourism, and their contribution to the health of aquatic ecosystems benefits fisheries. They also provide ecological value by protecting shorelines from storm damage and erosion, as well as fostering biodiversity. Altogether, \u003ca href=\"https://resourcewatch.org/dashboards/coral-reefs?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003ecoral reefs were found to benefit an estimated 1 billion people across the tropics\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-bb4e3d6 elementor-widget elementor-widget-image\" data-id=\"bb4e3d6\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"450\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6213990671_49b4b6dcea_h-crop-1024x576.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6213990671_49b4b6dcea_h-crop-1024x576.jpg 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/6213990671_49b4b6dcea_h-crop-300x169.jpg 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/6213990671_49b4b6dcea_h-crop-768x432.jpg 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/6213990671_49b4b6dcea_h-crop.jpg 1417w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3fd3808c elementor-widget elementor-widget-text-editor\" data-id=\"3fd3808c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eClimate change results in ocean warming, which is the main cause of coral bleaching. This causes the coral polyps to expel the algae that provide them with their colorful appearance and act as important nutrition sources. Bleached corals might be unable to re
21cover and would eventually die. Photo credit: Lakshmi Sawitri\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-51fdf10f elementor-widget elementor-widget-text-editor\" data-id=\"51fdf10f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eHowever, despite their numerous benefits, coral reefs are facing many threats from human activity, both local and global, including harmful fishing practices, pollution, ocean warming, and acidification caused by greenhouse gas emissions. The impacts have been devastating, resulting in \u003ca href=\"https://www.wri.org/research/reefs-risk-revisited\"\u003emore than half of the worldâs reefs being degraded, or even lost\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-37467a93 elementor-widget elementor-widget-heading\" data-id=\"37467a93\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003eData For Conservancy \u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7627e094 elementor-widget elementor-widget-text-editor\" data-id=\"7627e094\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eAn issue as important as it is global, coral reef conservancy hinges on accurate and timely data from around the world to identify trends, threats, and other contributing factors as well as to inform and implement necessary action.\u003c/p\u003e\u003cp\u003eThe \u003ca href=\"https://resourcewatch.org/dashboards/coral-reefs?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eGlobal Coral Reef Profile\u003c/a\u003e, powered by Resource Watch, was initially developed as a first-of-its-kind resource that provides integrated information on the worldâs coral reefs. This includes consolidated, map-based information and indicators to inform global conservation efforts, as well as to raise the level of understanding of the complex issue of coral reefs, their value, the threats they face, and the progress on protecting them.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-fc83c13 elementor-widget elementor-widget-heading\" data-id=\"fc83c13\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eA Focused Approach: Regional Coral Reef Profiles\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4bfe95b8 elementor-widget elementor-widget-text-editor\" data-id=\"4bfe95b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThe Global Profile provides valuable information on the overall state of coral reefs around the world, but the researchers in WRIâs Ocean program saw an opportunity to dive deeper when the Global Coral Reef Monitoring Network (GCRMN) released their \u003ca href=\"https://gcrmn.net/about-gcrmn/2020-global-report-status-coral-reefs/\"\u003eglobal status report for 2020\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1631b6d elementor-widget elementor-widget-image\" data-id=\"1631b6
21d\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003ca href=\"https://resourcewatch.org/dashboards/coral-reef-dashboards?utm_medium=CoralReefs-Blog\u0026#038;utm_source=InternalLink\u0026#038;utm_campaign=RW-Blog\u0026#038;utm_content=map-image\"\u003e\n\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"286\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/gcrmn_map_draft_5-1024x366.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/gcrmn_map_draft_5-1024x366.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/gcrmn_map_draft_5-300x107.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/gcrmn_map_draft_5-768x274.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/07/gcrmn_map_draft_5.png 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-fef743e elementor-widget elementor-widget-text-editor\" data-id=\"fef743e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eThe \u003ca href=\"https://resourcewatch.org/dashboards/coral-reef-dashboards?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=image-footer\"\u003eRegional Coral Reef Dashboards\u003c/a\u003e were developed to match the GCRMNâs regions. \u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4b84cf1b elementor-widget elementor-widget-text-editor\" data-id=\"4b84cf1b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eData-driven products like the Global Profile aim to inform decision-making processes that lead to responsible management of the ocean and its coral reefs. In order to do so more effectively, researchers and developers focu
21sed on key data needs for decision-making relevant to coral reefs for 4 audiences:\u003c/p\u003e\n\u003col\u003e\n\u003cli\u003eCoastal hazard / risk analysts and the insurance sector\u003c/li\u003e\n\u003cli\u003eCoastal planning and management authorities\u003c/li\u003e\n\u003cli\u003eMarine protected area managers and authorities\u003c/li\u003e\n\u003cli\u003eScientists and practitioners from NGOs implementing marine and coastal protection and restoration.\u003c/li\u003e\n\u003c/ol\u003e\n\u003cp\u003e\u003cspan style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003e\u003cbr\u003eWith the updated data from GCRMN and with focused data needs from stakeholders, the Ocean program collaborated with Resource Watch to create the \u003c/span\u003e\u003ca href=\"https://resourcewatch.org/dashboards/coral-reef-dashboards?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); background-color: rgb(255, 255, 255); font-size: 1rem;\"\u003eRegional Coral Reefs Profiles\u003c/a\u003e\u003cspan style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003e. These integrate all the previously gathered data and adjusted it to match the 10 regions determined by the GCRMN. This results in a standardized way of presenting information, that ultimately enables decision-makers with a detailed, holistic picture within the areas they manage.\u003c/span\u003e\u003cbr\u003e\u003c/p\u003e\n\u003cp\u003eThe regional coral reef dashboards integrate data from about two dozen sources, resulting in maps and indicators of dependence on coral reefs, as well as value of coral reefs, global and local threats, coral condition (trends in live coral cover and algal cover); and protection in marine protected areas, and fully protected areas.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2a804ea3 elementor-widget elementor-widget-heading\" data-id=\"2a804ea3\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eDashboard Insights \u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5e4d6a04 elementor-widget elementor-widget-text-editor\" data-id=\"5e4d6a04\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eTo provide you with a sneak peek of the kind of information, letâs take a quick tour of some of the regions considered in the Regional Coral Reefs Profiles.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3dd1072 elementor-widget elementor-widget-text-editor\" data-id=\"3dd1072\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThe first region weâll explore is \u003ca href=\"https://resourcewatch.org/dashboards/coral-reefs-south-asia\"\u003eSouth Asia\u003c/a\u003e where youâll see that out of the 180 million people within this region that benefit from coral reefs, there are 51 million that are likely highly dependent on them for food and livelihood. On this dashboard, you can also explore the value and importance of South Asiaâs coral reefs through interactive datasets from Resource Watch, including \u003ca href=\"https://resourcewatch.org/data/explore/ocn013-Coral-Reef-Fisheries-Relative-Catch?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=0\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522055be02e-7606-4683-a4fd-7dc9169c4c7e%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522e317fea9-e2ee-4f23-bf86-a4c1fdb876ed%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eCoral Reef Fisheries Relative Catch\u003c/a\u003e and \u003ca href=\"https://resourcewatch.org/data/explore/bio031-Social-and-Economic-Dependence-on-Coral-Reefs_replacement?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=0\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522fe9b286f-4b28-409a-85f5-2e81b2bd5056%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522ee0fd83f-9ac8-4768-a11a-f195c0ffdba7%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eSocial and Economic Dependence on Coral Reefs\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-8115054 elementor-widget elementor-widget-html\" data-id=\"8115054\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\n \u003ciframe src=\"https://resourcewatch.org/embed/map/72b4cdcf-f189-4246-bff3-9ff96f5d4990\" width=\"100%\" height=\"500px\" frameBorder=\"0\" /\u003e \u003c/iframe\u003e \n\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-e1a1ad9 elementor-widget elementor-widget-text-editor\" data-id=\"e1a1ad9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eMoving southeast we arrive in the \u003ca href=\"https://resourcewatch.org/dashboards/coral-reefs-australia?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eAustralia region\u003c/a\u003e, home to between 16 and 21% of the worldâs coral reefs, with 85% located in marine protection areas. However, their mangrove area cover tells a less optimistic tale. While Australia possesses around 7% of the worldâs mapped mangroves, they lost nearly 3% of that area between 1996 and 2016. In Australia\u0026#8217;s dashboard, you can explore the datasets behind these statistics including interactive maps of \u003ca href=\"https://resourcewatch.org/data/explore/for005a-Mangrove-Forests?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=0\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522386314c4-ab42-47a7-b2cd-596b788e114d%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%252252484ad8-dcb5-460c-bbb8-f1c0df67cba1%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eMangrove Forests\u003c/a\u003e and \u003ca href=\"https://resourcewatch.org/data/explore/bio007b-Marine-Protected-Areas?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=0\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522483c87c7-8724-4758-b8f0-a536b3a8f8a9%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522e67c1446-4e8f-4e0b-b4ae-3b2d56bcee6e%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eMarine Protected Areas\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-42a61cd elementor-widget elementor-widget-html\" data-id=\"42a61cd\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\n \u003ciframe src=\"https://resourcewatch.org/embed/widget/eb9e6d1b-0e20-47f1-841e-2e48334f0b2d\" width=\"100%\" height=\"500px\" frameBorder=\"0\" /\u003e \u003c/iframe\u003e \n\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-32bee1cf elementor-widget elementor-widget-text-editor\" data-id=\"32bee1cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eContinuing east around the globe, we arrive at the \u003ca href=\"https://resourcewatch.org/dashboards/coral-reefs-eastern-tropical-pacific?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;
21utm_content=blog-text\"\u003eEastern Tropical Pacific (ETP)\u003c/a\u003e region where 85% of reefs are threatened by \u003ca href=\"https://resourcewatch.org/data/widget/55608573-e220-402f-949a-e61f7e347be3?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003elocal activity\u003c/a\u003e, with overfishing and pollution sourced from land being the most prominent threats. Global threats are also examined on this dashboard, utilizing bleaching conditions to predict severe coral bleaching occurrences and ocean acidification projections to predict overall habitat sustainability.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-f2746a3 elementor-widget elementor-widget-html\" data-id=\"f2746a3\" data-element_type=\"widget\" data-widget_type=\"html.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv\u003e\n \u003ciframe src=\"https://resourcewatch.org/embed/widget/55608573-e220-402f-949a-e61f7e347be3\" width=\"100%\" height=\"500px\" frameBorder=\"0\" /\u003e\n\u003c/iframe\u003e\n\u003c/div\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-a9185dd elementor-widget elementor-widget-text-editor\" data-id=\"a9185dd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThis tour only scratches the surface of what these dashboards have to offer. We invite you to dive deeper into these regions and discover the 10 regional profiles and their characteristics.\u003c/p\u003e\u003cp\u003eChange on a global scale begins with local decisions and those decisions should be firmly rooted in data and science. Explore the accessible and comprehensive data on the Coral Reef Regional Dashboards that seek to inform those local decisions on coral reef conservancy and bring about global change.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-2e666d99 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"2e666d99\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-117c24e9\" data-id=\"117c24e9\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-566fb9e7 elementor-widget elementor-widget-text-editor\" data-id=\"566fb9e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003ci\u003eWe invite you to dive into detailed coral reef data and information on our \u003ca href=\"?utm_medium=CoralReefs-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=https://resourcewatch.org/dashboards/coral-reef-dashboards\u0026amp;utm_content=blog-footer\"\u003eCoral Reefs Dashboards\u003c/a\u003e\u003c/i\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2fb66151 elementor-widget elementor-widget-text-editor\" data-id=\"2fb66151\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW175012910 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e\u003cstrong\u003eAuburn Schnitzer\u003c/strong\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e a former Communications Intern at Resource Watch\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW175012910 BCX0\"\u003e. \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW175012910 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1214bab1 elementor-widget elementor-widget-text-editor\" data-id=\"1214bab1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan class=\"TextRun SCXW133398094 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cstrong\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eSergio \u003c/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2 SCXW133398094 BCX0\"\u003eBaldit\u003c/span\u003e\u003c/strong\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eis\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eCommunications\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eSpecialist\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e at \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eResource\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e \u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003eWatch\u003c/span\u003e\u003cspan class=\"NormalTextRun SCXW133398094 BCX0\"\u003e. \u003c/span\u003e\u003c/span\u003e\u003cspan class=\"EOP SCXW133398094 BCX0\" data-ccp-props=\"{\u0026quot;201341983\u0026quot;:0,\u0026quot;335551550\u0026quot;:6,\u0026quot;335551620\u0026quot;:6,\u0026quot;335559739\u0026quot;:160,\u0026quot;335559740\u0026quot;:259}\"\u003e \u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-4d6d729c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"4d6d729
21c\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-782d4b07\" data-id=\"782d4b07\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5097649a elementor-widget elementor-widget-heading\" data-id=\"5097649a\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eCheck out our catalog of trusted and timely data\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-136e59d7 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"136e59d7\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://resourcewatch.org/data/explore\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003eExplore Now\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-66605d37 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66605d37\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-76b31fbd\" data-id=\"76b31fbd\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-43cc5f83 elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"43cc5f83\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-3f6bb175 elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"3f6bb175\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7d8da7c7\" data-id=\"7d8da7c7\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-613aec83 elementor-widget elementor-widget-heading\" data-id=\"613aec83\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-624d9567 ee-grid-align--top ee-posts-thumbn
21ail-ratio ee-grid-columns-tablet-3 ee-grid-columns-3 ee-grid-columns-mobile-1 ee-grid-halign--left ee-posts-align-top ee-posts-avatar-position-left elementor-widget elementor-widget-posts-extra\" data-id=\"624d9567\" data-element_type=\"widget\" data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003c/div\u003e\u003c!-- .ee-loop --\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t"},{"date":"May 16, 2022","title":"How We Mapped the Worldâs Solar Power Plants","link":"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/","slug":"how-we-mapped-the-worlds-solar-power-plants","author":{"img":"https://secure.gravatar.com/avatar/70b6f2fa22dd79b26f7aa171b4b79b82?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/kyle-story/","name":"Kyle Story"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k.jpg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"6095\" class=\"elementor elementor-6095\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-1d263081 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top elementor-section-boxed elementor-section-height-default\" data-id=\"1d263081\" data-element_type=\"section\" data-settings=\"{\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;id\u0026quot;:6120,\u0026quot;url\u0026quot;:\u0026quot;https:\\/\\/blog.resourcewatch.org\\/wp-content\\/uploads\\/2022\\/05\\/5077410064_5ea6ea0097_k.jpg\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7684bbf3\" data-id=\"7684bbf3\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5af6065c home-link elementor-widget elementor-widget-button\" data-id=\"5af6065c\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c Blog\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-dbc6ec9 elementor-widget elementor-widget-post-info\" data-id=\"dbc6ec9\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tMay 16, 2022\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-53eb5542 elementor-widget elementor-widget-heading\" data-id=\"53eb5542\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5439f54e authors elementor-widget elementor-widget-shortcode\" data-id=\"5439f54e\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/kyle-story/\" title=\"Posts by Kyle Story\" class=\"author url fn\" rel=\"author\"\u003eKyle Story\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/lucas-kruitwagen/\" title=\"Posts by Lucas Kruitwagen\" class=\"author url fn\" rel=\"author\"\u003eLucas Kruitwagen\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-1a6fd696 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a6fd696\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3cb89bec\" data-id=\"3cb89bec\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-88bcfac elementor-widget elementor-widget-text-editor\" data-id=\"88bcfac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eThis entry was originally posted on the \u003ca href=\"https://blog.descarteslabs.com/how-we-mapped-the-worlds-solar-plants\"\u003eDescartesLabs blog\u003c/a\u003e, and was written by the authors of the \u003ca href=\"https://resourcewatch.org/data/explore/c161a098-7f09-4313-b176-08a32e3bb3ad?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=8.5\u0026amp;lat=36.115491982485324\u0026amp;lng=100.53518689051938\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522c161a098-7f09-4313-b176-08a32e3bb3ad%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522bd388cd4-d65b-47b4-92ff-f7d5acaa42c3%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-3\u0026amp;utm_medium=Solar-PV-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=Intro-note\"\u003eGlobal Inventory of Solar Energy Installations\u003c/a\u003e dataset, available on Resource Watch. For additional information, see t
21he full article on \u003ca href=\"https://www.nature.com/articles/s41586-021-03957-7\"\u003eNature\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-32f1ec4 elementor-widget elementor-widget-image\" data-id=\"32f1ec4\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"380\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover-1024x486.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover-1024x486.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover-300x142.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover-768x364.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover-1536x729.png 1536w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/Nature-Cover.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5e131e11 elementor-widget elementor-widget-text-editor\" data-id=\"5e131e11\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eIt\u0026#8217;s become increasingly clear that the world must transition to a low-carbon economy as quickly as possible to prevent the worst impacts of climate change. While this remains a monumental task, the recent 2022 IPCC report shows signs of progress \u0026#8211; the annual increase in global emissions is slowing [e.g., \u003ca href=\"https://www.reuters.com/business/environment/key-takeaways-ipcc-report-climate-change-mitigation-2022-04-04/\"\u003eReuters\u003c/a\u003e], and countries are already starting to act with more than 80% of new electricity capacity coming from renewables, with 91% of that from solar and wind [e.g., \u003ca href=\"https://www.irena.org/newsroom/pressreleases/2021/Apr/World-Adds-Record-New-Renewable-Energy-Capacity-in-2020\"\u003eIrena\u003c/a\u003e]. Moreover, the movement to decarbonize the world\u0026#8217;s economy has evolved from fringe to mainstream, with 80% of the world\u0026#8217;s economy now under some form of decarbonization commitments [e.g., \u003ca href=\"https://www.ox.ac.uk/news/2021-11-01-80-world-economy-now-aiming-net-zero-not-all-pledges-are-equal\"\u003eOxford report\u003c/a\u003e].\u003c/p\u003e\u003cp\u003eWhile there are no silver bullets, advances in technology play a critical role. Until now, it has been infeasible to track where all of these new solar plants are located. Due to advances in analyzing satellite imagery with machine learning, it is now possible to map infrastructure, climate impacts, and trends across the globe to bring new levels of transparency and actionable information.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2cc51e71 elementor-widget elementor-widget-heading\" data-id=\"2cc51e71\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003eA solar genesis\u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-9deb9d2 elementor-widget elementor-widget-image\" data-id=\"9deb9d2\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"386\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/unnamed-1024x494.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/unnamed-1024x494.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/unnamed-300x145.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/unnamed-768x370.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/unnamed.png 1045w\" sizes=\"(max-width: 800px) 100v
21w, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3acbe6b7 elementor-widget elementor-widget-text-editor\" data-id=\"3acbe6b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eThe resulting dataset on the Global Inventory of Solar Energy Installations is publicly available on \u003ca href=\"https://resourcewatch.org/data/explore/c161a098-7f09-4313-b176-08a32e3bb3ad?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=7.403882166166106\u0026amp;lat=37.53221411391104\u0026amp;lng=106.54939002861752\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522c161a098-7f09-4313-b176-08a32e3bb3ad%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522bd388cd4-d65b-47b4-92ff-f7d5acaa42c3%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-3\u0026amp;utm_medium=Solar-PV-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=widget-footer\"\u003eResource Watch\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7b8a48e5 elementor-widget elementor-widget-text-editor\" data-id=\"7b8a48e5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eIn 2018, Kyle Story and Lucas Kruitwagen met at the Stanford Natural Capital symposium. We had both been thinking about the same question \u0026#8211; what if you could map all of the solar facilities in the world?\u003c/p\u003e\u003cp\u003eBut first, why is this important, and why should anyone care? Itâs clear that solar energy will be a key component of the renewable energy systems that will replace the current fossil-fuel intensive sources. Photovoltaic (PV) energy generating capacity has grown more than 40% per year since 2009 and is projected to increase nearly ten-fold by 2040¹. Building this enormous increase in PV capacity comes with many tradeoffs \u0026#8211; how much capacity has been built, where should new facilities be sited, what are the potential impacts on biodiversity and land protection priorities, and what can be done to mitigate climate change risks? These are inherently spatial questions, requiring you to know the exact locations of solar facilities.\u003c/p\u003e\u003cp\u003eCurrently available inventories cannot fully address these needs. Most inventories provide total generating capacity without explicit locations (e.g. IEA, IRENA, or BP), and those that have facility locations are generally self-reported and therefore incomplete (i.e. \u003ca href=\"https://resourcewatch.org/data/explore/Powerwatch?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=-2.5444437451708134e-14\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522a86d906d-9862-4783-9e30-cdb68cd808b8%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%25222a694289-fec9-4bfe-a6d2-56c3864ec349%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=Solar-PV-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eWRIâs GPPD\u003c/a\u003e, OpenPV US), expensive to update, and often proprietary (IHSâ Electric Plants). So we asked ourselves, what if you could use satellite imagery and machine learning to simply map all of the solar facilities in the world?\u003c/p\u003e\u003cp\u003eThatâs exactly what we set out to do.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-462e828 elementor-widget elementor-widget-heading\" data-id=\"462e828\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003eMapping global solar with machine learning\n\u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-f32c389 elementor-widget elementor-widget-image\" data-id=\"f32c389\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"638\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples-1024x817.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples-1024x817.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples-300x239.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples-768x612.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples-1536x1225.png 1536w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-1_samples.png 1600w\" sizes=\"(max-width: 800px) 100v
21w, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-c61216c elementor-widget elementor-widget-text-editor\" data-id=\"c61216c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eMachine learning to detect solar panels. Each row shows a different example location. The columns are: (1) Sentinel-2 image; (2) Airbus SPOT image; (3) Sentinel-2 model prediction map; (4) SPOT model prediction map; (5) facility footprint polygons in the final database.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-45b953d elementor-widget elementor-widget-text-editor\" data-id=\"45b953d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eHereâs how we developed a machine learning pipeline to map solar facilities in satellite imagery.\u003c/p\u003e\u003cp\u003eThe first critical choice was what satellite imagery to use. We chose to work with two sources: Airbus SPOT and Sentinel 2. Airbus SPOT provides high spatial resolution 4-band imagery at 1.5m per pixel, which is sufficient to see the pattern of solar panels laid out in arrays. The high spatial resolution allowed us to map accurate footprints for solar facilities, which is important because the generating capacity is directly related to the panel collecting area.\u003c/p\u003e\u003cp\u003eWe also used imagery from ESAâs Sentinel-2 satellite (S2). S2 has a 12-band camera and takes a new picture of each point on the earth roughly every 5 days. We found that the more complete spectral information was enough to still reliably find solar facilities, and the continuously updating imagery meant that we could find even the most recently installed facilities \u0026#8211; which were often missing from older SPOT imagery. Additionally, once we found a solar facility, we could look back in time through all of the images taken by S2 to determine when the facility was constructed.\u003c/p\u003e\u003cp\u003eThe second critical choice was what type of model to use. Machine learning is the only feasible way we know to analyze data at this scale. We wanted to map the footprint of each facility, not just detect the locations, so we chose a semantic segmentation model approach where the model takes in a satellite image and outputs a full prediction map \u0026#8211; the likelihood that each pixel is in a solar facility. Modern deep learning models like convolutional neural networks have consistently shown state-of-the-art performance for image analysis tasks, including mapping solar panels². After some experimentation, we chose to use UNet architectures.\u003c/p\u003e\u003cp\u003eThe third critical choice was training data. We used extensive data available on Open Street Maps (OSM) as a
21starting point. The OSM data was primarily from North America and Europe but was lacking in Asia. To ensure we were able to map solar facilities worldwide, we also hand-labeled a significant number of facilities in China and other Asian countries.\u003c/p\u003e\u003cp\u003eWe then trained separate UNet models for SPOT and for S2 imagery.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7b0f3e88 elementor-widget elementor-widget-heading\" data-id=\"7b0f3e88\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eMachine learning pipeline\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7e29d9b5 elementor-widget elementor-widget-text-editor\" data-id=\"7e29d9b5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eReal-world applications are rarely accomplished with a single model, and mapping global solar facilities was no exception. An iterative experimentation process led us to develop a multi-step analysis pipeline shown in the figure below. We split the process into two steps, a global initial search, then a series of steps to filter for true detections. The pipeline had separate branches for Sentinel-2 and for SPOT imagery, with final detections merged at the last step. In the first step, we used the UNets for each imagery source to search the globe³ for solar facility candidates. The resulting set had a lot of false positives, so we devised a set of Machine Learning-based filtering steps to separate out the true detections.\u003c/p\u003e\n\u003cp\u003eThe SPOT results were filtered using a trained ResNet image classifier, and the S2 results were filtered using a RNN. At this stage (âRNN-2â), we measured the installation date of each candidate by deploying a second UNet and RNN model over the entire back-catalog of S2 imagery. At some point, you have to stop iterating on the models, so at this stage, the two of us looked through all of the remaining candidates by hand to produce a completely pure dataset of only verified facilities. Was this fun? No \u0026#8211; It took us tens of hours of late-night manual inspection. But given weâd just used ML to search the entire globe, in retrospect this was actually pretty manageable. We processed the confirmed detections into polygon footprints and finally merged the datasets from each pipeline branch into a final master dataset.\u003c/p\u003e\n\u003cp\u003eWe deployed this pipeline on the Descartes Labs geospatial platform. This required a computational feat of strength. The SPOT global search processed ~170TB of imagery in 4.5 continuous days using a cluster of 175 GPU nodes in the cloud. The Sentinel-2 pipeline processed ~380TB of data over approximately 2 months in real-time, using around 1 million CPU-hours. These are massive computations, no doubt.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe fact that it is feasible to search the entire globe in a matter of days changes the possibilities \u0026#8211; and should change how we approach global climate solutions in the future.\u003c/strong\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-30cb0a1 elementor-widget elementor-widget-image\" data-id=\"30cb0a1\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"370\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/ML-Pipeline_solar-crop-1024x473.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/ML-Pipeline_solar-crop-1024x473.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/ML-Pipeline_solar-crop-300x139.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/ML-Pipeline_solar-crop-768x355.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/ML-Pipeline_solar-crop.png 1526w\" sizes=\"(max-width: 800px) 100v
21w, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-62b22a4 elementor-widget elementor-widget-text-editor\" data-id=\"62b22a4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eMachine learning pipeline for detecting solar facilitie\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-571ce22b elementor-widget elementor-widget-heading\" data-id=\"571ce22b\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eResults\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-f922589 elementor-widget elementor-widget-image\" data-id=\"f922589\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"516\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global-1024x661.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global-1024x661.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global-300x194.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global-768x496.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global-1536x992.png 1536w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-2_global.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6493456 elementor-widget elementor-widget-text-editor\" data-id=\"6493456\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eOur aggregated global solar dataset, color-coded by installation date.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-b96b132 elementor-widget elementor-widget-text-editor\" data-id=\"b96b132\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThe result was a first-of-its-kind global dataset of solar facilities. We located 68,661 facilities, which is 432% more than previously best-available datasets. We enriched this dataset by including installation dates, identifying the land-cover class that the facility was installed on, and matching to existing asset-level databases. This dataset is now publicly available on WRIâs \u003ca href=\"https://resourcewatch.org/data/explore/c161a098-7f09-4313-b176-08a32e3bb3ad?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=8.5\u0026amp;lat=36.115491982485324\u0026amp;lng=100.53518689051938\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522c161a098-7f09-4313-b176-08a32e3bb3ad%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%2522bd388cd4-d65b-47b4-92ff-f7d5acaa42c3%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-2\u0026amp;utm_medium=Solar-PV-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eResource Watch\u003c/a\u003e.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-9f7fdc9 elementor-widget elementor-widget-image\" data-id=\"9f7fdc9\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"478\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global-1024x612.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global-1024x612.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global-300x179.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global-768x459.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global-1536x918.png 1536w, https://blog.resourcewatch.org/wp-content/uploads/2022/05/fig-3_land_cover_global.png 1600w\" sizes=\"(max-width: 800px) 100v
21w, 800px\" /\u003e\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3855f48 elementor-widget elementor-widget-text-editor\" data-id=\"3855f48\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eOur aggregated global dataset, color-coded by land-cover class where the facilities were installed. The lower panel includes: (b) time series of installations; (c) distribution of installation size by land cover type; local bias (d) and global bias (e) between PV land cover and local/global land cover class \u0026#8211; see paper for details.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-50b9c19c elementor-widget elementor-widget-heading\" data-id=\"50b9c19c\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eParting Thoughts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1bb81946 elementor-widget elementor-widget-text-editor\" data-id=\"1bb81946\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThis dataset is important for managing the role of solar energy in the transition to decarbonizing the global economy. Spatial data like this is needed to accelerate every aspect of the energy transition \u0026#8211; from mitigating the intermittency of renewables with generation now-casting and forecasting; to adapting power grids to emerging climate change risks; to evaluating the efficacy of policy interventions to drive the deployment of renewables faster.\u003c/p\u003e\u003cp\u003eJust as important for us is that this is a demonstration of whatâs possible \u0026#8211; mapping at a global scale. Climate change is a global challenge, and with this technology, weâve shown that it is feasible to map and monitor infrastru
21cture like this across the entire globe. In the coming years, humankind must and will develop a much more complete understanding of how our economic activities impact and are impacted by changes in the natural world. We are optimistic and excited to see how technology like this will drive forward climate solutions in the future!\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-5d4cdd78 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"5d4cdd78\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7b1f7c18\" data-id=\"7b1f7c18\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2f259057 elementor-widget elementor-widget-text-editor\" data-id=\"2f259057\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e¹ See, e.g.: International Energy Agency. World Energy Outlook 2018. Tech. Rep., Paris, France (2018). International Renewable Energy Agency. Renewable capacity statistics 2019. Tech. Rep., Abu Dhabi (2019).\u003c/p\u003e\u003cp\u003e² There are numerous papers mapping solar panels including:\u003c/p\u003e\u003cul\u003e\u003cli\u003eYu, J., Wang, Z., Majumdar, A. \u0026amp; Rajagopal, R. Deepsolar: A machine learning framework to efficiently construct a solar deployment database in the united states. Joule 2, 2605 â 2617 (2018)\u003c/li\u003e\u003cli\u003eHou,
21X. et al. Solarnet: A deep learning framework to map solar plants in china from satellite imagery. In Climate Change AI Workshop, ICLR2020 (ICLR, 2020)\u003c/li\u003e\u003cli\u003eImamoglu, N., Kimura, M., Miyamoto, H., Fujita, A. \u0026amp; Nakamura, R. Solar power plant detection on multi-spectral satellite imagery using weakly-supervised cnn with feedback features and m-pcnn fusion. arXiv preprint arXiv:1704.06410 (2017)\u003c/li\u003e\u003cli\u003eMalof, J. M., Bradbury, K., Collins, L. M. \u0026amp; Newell, R. G. Automatic detection of solar photovoltaic arrays in high-resolution aerial imagery. Applied Energy 183, 229-240 (2016).\u003c/li\u003e\u003cli\u003eCamilo, J. A., Wang, R., Collins, L. M., Bradbury, K. \u0026amp; Malof, J. M. Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery. CoRR abs/1801.04018 (2018).\u003c/li\u003e\u003c/ul\u003e\u003cp\u003e³ Assuming that installations will be reasonably close to human populations, we defined the search area by dilating a global human population-density map. See paper for details.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5294e484 elementor-widget elementor-widget-text-editor\" data-id=\"5294e484\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eKyle Story \u003c/strong\u003eis the Strategic Initiatives Lead for Sustainability at Descartes Labs\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6f9fe0f1 elementor-widget elementor-widget-text-editor\" data-id=\"6f9fe0f1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eLucas Kruitwagen is \u003c/strong\u003eClimate change \u0026amp; AI Researcher, and Co-founder at Oxford Earth Observation\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-3c3fd980 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"3c3fd980\" data-element_type=\"section\" 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class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18f7da30\" data-id=\"18f7da30\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-42b7d872 elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"42b7d872\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-686b7bdb elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"686b7bdb\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cdd43e9\" data-id=\"cdd43e9\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3d1a2211 elementor-widget elementor-widget-heading\" data-id=\"3d1a2211\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-40369344 ee-grid-align--top ee-posts-thumbn
21ail-ratio ee-grid-columns-tablet-3 ee-grid-columns-3 ee-grid-columns-mobile-1 ee-grid-halign--left ee-posts-align-top ee-posts-avatar-position-left elementor-widget elementor-widget-posts-extra\" data-id=\"40369344\" data-element_type=\"widget\" data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003c/div\u003e\u003c!-- .ee-loop --\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t"},{"date":"Apr 22, 2022","title":"New tool addresses 4 key energy data needs to improve decision-making","link":"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/","slug":"new-tool-addresses-energy-data-needs-for-decision-making","author":{"img":"https://secure.gravatar.com/avatar/c80e258370475aebbbe45ab0cf138579?s=96\u0026d=mm\u0026r=g","path":"https://blog.resourcewatch.org/author/johannesfriedrich/","name":"Johannes Friedrich"},"image":"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k.jpg","description":"\t\t\u003cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"6045\" class=\"elementor elementor-6045\" data-elementor-settings=\"[]\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-inner\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-section-wrap\"\u003e\n\t\t\t\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-7fafdb8 elementor-section-stretched elementor-section-height-min-height elementor-section-items-top elementor-section-boxed elementor-section-height-default\" data-id=\"7fafdb8\" data-element_type=\"section\" data-settings=\"{\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;id\u0026quot;:6064,\u0026quot;url\u0026quot;:\u0026quot;https:\\/\\/blog.resourcewatch.org\\/wp-content\\/uploads\\/2022\\/04\\/7004881064_3cf4c1b1af_k.jpg\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-62858a35\" data-id=\"62858a35\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4a428fbd home-link elementor-widget elementor-widget-button\" data-id=\"4a428fbd\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://blog.resourcewatch.org/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003e\u003c Blog\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-10d0d8d0 elementor-widget elementor-widget-post-info\" data-id=\"10d0d8d0\" data-element_type=\"widget\" data-widget_type=\"post-info.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cul class=\"elementor-icon-list-items elementor-post-info\"\u003e\n\t\t\t\t\t\u003cli class=\"elementor-icon-list-item elementor-repeater-item-2d93728\" itemprop=\"datePublished\"\u003e\n\t\t\t\t\t\t\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\"\u003e\n\t\t\t\t\t\t\t\t\t\tApril 22, 2022\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\u003c/li\u003e\n\t\t\t\t\u003c/ul\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4b9f172d elementor-widget elementor-widget-heading\" data-id=\"4b9f172d\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch1 class=\"elementor-heading-title elementor-size-default\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h1\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-23a03528 authors elementor-widget elementor-widget-shortcode\" data-id=\"23a03528\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\tby \u003ca href=\"https://blog.resourcewatch.org/author/johannesfriedrich/\" title=\"Posts by Johannes Friedrich\" class=\"author url fn\" rel=\"author\"\u003eJohannes Friedrich\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/tappan-
21parkerwri-org/\" title=\"Posts by Tappan Parker\" class=\"author url fn\" rel=\"author\"\u003eTappan Parker\u003c/a\u003e, \u003ca href=\"https://blog.resourcewatch.org/author/anders-pedersenwri-org/\" title=\"Posts by Anders Pedersen\" class=\"author url fn\" rel=\"author\"\u003eAnders Pedersen\u003c/a\u003e and \u003ca href=\"https://blog.resourcewatch.org/author/sergio/\" title=\"Posts by Sergio Baldit\" class=\"author url fn\" rel=\"author\"\u003eSergio Baldit\u003c/a\u003e\t\t\u003cdiv class=\"elementor-shortcode\"\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-29e55996 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29e55996\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-668c7529\" data-id=\"668c7529\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-4628e685 elementor-widget elementor-widget-text-editor\" data-id=\"4628e685\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eEnergy services are central to most aspects of life. At both individual and collective levels, energy enables the fulfillment of needs such as heating, cooling, cooking, and lighting. Energy services also power activities that are at the core of society, like agricultural and industrial production and the transportation of goods and people.\u003c/p\u003e\u003cp\u003eThe power sector represents about 20% of final energy consumption, and 42% of energy greenhouse gas emissions. Power enables electricity access and the benefits that come with it. Nonetheless, the current landscape of power systems has major downsides, like causing climate change, air pollution, increasing water use and exposure to natural hazards. Therefore, the major goal is to ensure access to affordable, reliable, sustainable, and modern energy, \u003ca href=\"https://www.un.org/sustainabledevelopment/energy/\"\u003eas stated in the 7th UN Development Goal\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eThe \u003ca href=\"https://sites.duke.edu/gedc/\"\u003eGlobal Energy Data Commons\u003c/a\u003e project (GEDC) was developed to provide timely energy data for decision-makers. The project is a collaboration of WRI with Duke University,â¯the National Renewable Energy Laboratory (NREL), Electric Power Research Institute (EPRI) and Purdue University. The GEDC project was developed with a user-centered approach, leading to interviews with 70 distinct organizations including companies, academics, NGOs, investors, governmental and intergovernmental organizations, multilateral development banks and others in the private sector to understand their energy data needs.\u003c/p\u003e\u003cp\u003eThrough this process, we found\u003cspan style=\"text-decoration: underline;\"\u003e 4 key needs\u003c/span\u003e across this space:\u003c/p\u003e\u003col\u003e\u003cli\u003eThereâs a significant need for information that can support an improved understanding of energy system \u003cspan style=\"text-decoration: underline;\"\u003erisks from natural hazards, like wildfires, hurricanes and floods\u003c/span\u003e.\u003c/li\u003e\u003cli\u003eThere is a lack of open, interoperable energy sector data that enables universal application of and access to the latest science needed to inform multi-hazard risk management.\u003c/li\u003e\u003cli\u003eData managers and end-users struggle to find accessible and relevant energy data that meets their needs, across hundreds of datasets.\u003c/li\u003e\u003cli\u003eThere is a strong need to coordinate the energy data needs and how they are met, across institutions, data publishers, and platforms.â¯â¯\u
21003c/li\u003e\u003c/ol\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-66ac43ab elementor-widget elementor-widget-heading\" data-id=\"66ac43ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003e\u003cb\u003ePower sector country profiles \u003c/b\u003e\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-3aff7d7d elementor-widget elementor-widget-text-editor\" data-id=\"3aff7d7d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eFor a main outcome of the Global Energy Data Commons project, we translated these user needs into a new tool within the Resource Watch platform to serve as hub for enhancing the understanding of the power sector through the presentation of new key data assets including natural hazard data.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-0aaa04a elementor-widget elementor-widget-image\" data-id=\"0aaa04a\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003ca href=\"https://resourcewatch.org/dashboards/energy?tab=country\u0026#038;utm_medium=GEDC-Blog\u0026#038;utm_source=InternalLink\u0026#038;utm_campaign=RW-Blog\u0026#038;utm_content=Image1\"\u003e\n\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"434\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia1-1024x556.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia1-1024x556.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia1-300x163.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia1-768x417.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia1.png 1061w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-11f30db elementor-widget elementor-widget-text-editor\" data-id=\"11f30db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eThe Power Sector Country Profiles provide a world-wide overview of this crutial sector, but also allow to filter by country, providing more detailed, localized insights. \u003ca href=\"https://resourcewatch.org/dashboards/energy?tab=country\u0026amp;utm_medium=GEDC-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=Image1_Footer\"\u003eExplore the Power Sector Profiles here\u003c/a\u003e!\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-5f9f70c9 elementor-widget elementor-widget-text-editor\" data-id=\"5f9f70c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eEnter \u003ca href=\"https://resourcewatch.org/dashboards/energy?tab=country\u0026amp;utm_medium=GEDC-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003ePower Sector Country Profiles\u003c/a\u003e: a new tool within Resource Watch that allows users to track country-level indicators on power generation infrastru
21cture, evolving energy demand, and natural hazards such as floods that can pose risks to energy infrastructure, for every country in the world. This gives users a quick snapshot of the status of the power sector in a country, with reliable data from trusted sources.â¯\u003c/p\u003e\u003cp\u003eThe country profiles combine public geospatial datasets on natural hazards and energy demand, with the \u003ca href=\"https://resourcewatch.org/data/explore/Powerwatch?section=Discover\u0026amp;selectedCollection=\u0026amp;zoom=3\u0026amp;lat=0\u0026amp;lng=0\u0026amp;pitch=0\u0026amp;bearing=0\u0026amp;basemap=dark\u0026amp;labels=light\u0026amp;layers=%255B%257B%2522dataset%2522%253A%2522a86d906d-9862-4783-9e30-cdb68cd808b8%2522%252C%2522opacity%2522%253A1%252C%2522layer%2522%253A%25222a694289-fec9-4bfe-a6d2-56c3864ec349%2522%257D%255D\u0026amp;aoi=\u0026amp;page=1\u0026amp;sort=most-viewed\u0026amp;sortDirection=-1\u0026amp;utm_medium=GEDC-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=blog-text\"\u003eGlobal Power Plant Database\u003c/a\u003e, which is among the most comprehensive datasets on power generation globally by capacity and fuel type, to show where natural hazards may pose risks to power plants.â¯\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-16fd8a9 elementor-widget elementor-widget-image\" data-id=\"16fd8a9\" data-element_type=\"widget\" data-widget_type=\"image.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-image\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003ca href=\"https://resourcewatch.org/dashboards/energy?tab=country\u0026#038;utm_medium=GEDC-Blog\u0026#038;utm_source=InternalLink\u0026#038;utm_campaign=RW-Blog\u0026#038;utm_content=Image2\"\u003e\n\t\t\t\t\t\t\t\u003cimg width=\"800\" height=\"540\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia-Map-edited-1024x691.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia-Map-edited-1024x691.png 1024w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia-Map-edited-300x203.png 300w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia-Map-edited-768x519.png 768w, https://blog.resourcewatch.org/wp-content/uploads/2022/04/Colombia-Map-edited.png 1127w\" sizes=\"(max-width: 800px) 100vw, 800px\" /\u003e\t\t\t\t\t\t\t\t\u003c/a\u003e\n\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2cc94a91 elementor-widget elementor-widget-text-editor\" data-id=\"2cc94a91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eThis new tool includes a section for you to overlay power sector assets with data on natural hazards that might impact them. \u003ca href=\"https://resourcewatch.org/dashboards/energy?tab=country\u0026amp;utm_medium=GEDC-Blog\u0026amp;utm_source=InternalLink\u0026amp;utm_campaign=RW-Blog\u0026amp;utm_content=Image2_footer\"\u003eExplore the Power Sector Profiles\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-79e347eb elementor-widget elementor-widget-text-editor\" data-id=\"79e347eb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003eThese power sector profiles serve as a starting point for Resource Watch\u0026#8217;s growing coverage of natural hazards and climate risk data, which will inform decision-makers across sectors in their long-term planning.â¯â¯\u
21003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-5dbadf2b elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"5dbadf2b\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-67b4c17f\" data-id=\"67b4c17f\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-1ce2762e elementor-widget elementor-widget-text-editor\" data-id=\"1ce2762e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cem\u003eVisit the Global Energy Data Commons patnership website: \u003ca href=\"https://sites.duke.edu/gedc/\"\u003ehttps://sites.duke.edu/gedc/ \u003c/a\u003e\u003c/em\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6eb71612 elementor-widget elementor-widget-text-editor\" data-id=\"6eb71612\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cspan lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cstrong\u003eJohannes Friedrich \u003c/strong\u003eis Director of Climate Data at WRI\u0026#8217;s Climate Program.\u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-2d16d5d0 elementor-widget elementor-widget-text-editor\" data-id=\"2d16d5d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eTappan Parker \u003c/strong\u003eis a Project Specialist at WRI\u0026#8217;s \u0026#8220;Tools, Reporting, and Analysis for Climate\u0026#8221; Initiative.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-70bd8bde elementor-widget elementor-widget-text-editor\" data-id=\"70bd8bde\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eAnders Pedersen \u003c/strong\u003eis former Resource Watch Director.\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-6762428 elementor-widget elementor-widget-text-editor\" data-id=\"6762428\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-text-editor elementor-clearfix\"\u003e\u003cp\u003e\u003cstrong\u003eSergio Baldit  \u003c/strong\u003eis Resource Watch \u003cspan style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif;
21 font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003eCommunications Specialist\u003c/span\u003e\u003cspan style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"\u003e.\u003c/span\u003e\u003c/p\u003e\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-54b70812 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"54b70812\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-background-overlay\"\u003e\u003c/div\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-473c711b\" data-id=\"473c711b\" data-element_type=\"column\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;}\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-527b06b4 elementor-widget elementor-widget-heading\" data-id=\"527b06b4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eCheck out our catalog of trusted and timely data\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-242c44fe elementor-align-center elementor-widget elementor-widget-button\" data-id=\"242c44fe\" data-element_type=\"widget\" data-widget_type=\"button.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-button-wrapper\"\u003e\n\t\t\t\u003ca href=\"https://resourcewatch.org/data/explore\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-content-wrapper\"\u003e\n\t\t\t\t\t\t\u003cspan class=\"elementor-button-text\"\u003eExplore Now\u003c/span\u003e\n\t\t\u003c/span\u003e\n\t\t\t\t\t\u003c/a\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-21938e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"21938e2\" data-element_type=\"section\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f6b6865\" data-id=\"7f6b6865\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-7f8c7ab7 elementor-share-buttons--view-icon elementor-share-buttons--align-center elementor-share-buttons--color-custom elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"7f8c7ab7\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-grid\"\u003e\n\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_facebook\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-facebook\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on facebook\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_twitter\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-twitter\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on twitter\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\t\u003cdiv class=\"elementor-grid-item\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-share-btn elementor-share-btn_linkedin\"\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003cspan class=\"elementor-share-btn__icon\"\u003e\n\t\t\t\t\t\t\t\t\u003ci class=\"fab fa-linkedin\"\n\t\t\t\t\t\t\t\t aria-hidden=\"true\"\u003e\u003c/i\u003e\n\t\t\t\t\t\t\t\t\u003cspan\n\t\t\t\t\t\t\t\t\tclass=\"elementor-screen-only\"\u003eShare on linkedin\u003c/span\u003e\n\t\t\t\t\t\t\t\u003c/span\u003e\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/div\u003e\n\t\t\t\t\t\t\t\t\u003c/div\u003e\n\t\t\t\t\t\u003c/div\u003e\n\t\t\u003c/section\u003e\n\t\t\t\t\u003csection class=\"elementor-section elementor-top-section elementor-element elementor-element-e19250c elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"e19250c\" data-element_type=\"section\" data-settings=\"{\u0026quot;background_background\u0026quot;:\u0026quot;classic\u0026quot;,\u0026quot;stretch_section\u0026quot;:\u0026quot;section-stretched\u0026quot;,\u0026quot;background_image\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_tablet\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;},\u0026quot;background_image_mobile\u0026quot;:{\u0026quot;url\u0026quot;:\u0026quot;\u0026quot;,\u0026quot;id\u0026quot;:\u0026quot;\u0026quot;}}\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-container elementor-column-gap-default\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-row\"\u003e\n\t\t\t\t\t\u003cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-908a145\" data-id=\"908a145\" data-element_type=\"column\"\u003e\n\t\t\t\u003cdiv class=\"elementor-column-wrap elementor-element-populated\"\u003e\n\t\t\t\t\t\t\t\u003cdiv class=\"elementor-widget-wrap\"\u003e\n\t\t\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-66b68d34 elementor-widget elementor-widget-heading\" data-id=\"66b68d34\" data-element_type=\"widget\" data-widget_type=\"heading.default\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003ch2 class=\"elementor-heading-title elementor-size-default\"\u003eRelated Posts\u003c/h2\u003e\t\t\u003c/div\u003e\n\t\t\t\t\u003c/div\u003e\n\t\t\t\t\u003cdiv class=\"elementor-element elementor-element-221a0d1e ee-grid-align--top ee-posts-thumbn
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data-settings=\"{\u0026quot;classic_grid_columns_spacing\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:40,\u0026quot;sizes\u0026quot;:[]},\u0026quot;classic_grid_columns_spacing_mobile\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:13,\u0026quot;sizes\u0026quot;:[]},\u0026quot;columns_tablet\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns\u0026quot;:\u0026quot;3\u0026quot;,\u0026quot;columns_mobile\u0026quot;:\u0026quot;1\u0026quot;,\u0026quot;classic_layout\u0026quot;:\u0026quot;default\u0026quot;,\u0026quot;classic_grid_columns_spacing_tablet\u0026quot;:{\u0026quot;unit\u0026quot;:\u0026quot;px\u0026quot;,\u0026quot;size\u0026quot;:12,\u0026quot;sizes\u0026quot;:[]}}\" data-widget_type=\"posts-extra.classic\"\u003e\n\t\t\t\t\u003cdiv class=\"elementor-widget-container\"\u003e\n\t\t\t\u003cdiv class=\"ee-grid ee-loop ee-grid--default\"\u003e\u003cdiv class=\"ee-grid__item--sizer\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6135 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight tag-coral-bleaching tag-coral-reefs tag-coral-reefs-regional-data tag-coral-regional-data tag-gcrmn\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"169\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/07/6214468600_73b807dd2f_h-crop-300x169.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/07/20/touring-the-worlds-reefs-through-data/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eTouring the Worldâs Reefs Through Data\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Auburn Schnitzer\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/general/\"\u003e\n\t\t\t\t\t\tGeneral\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6095 post type-post status-publish format-standard has-post-thumbnail hentry category-climate category-general category-home-page-slider category-spotlight tag-solar tag-solar-energy\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"196\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/05/5077410064_5ea6ea0097_k-300x196.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/05/16/how-we-mapped-the-worlds-solar-power-plants/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eHow We Mapped the World\u0026#8217;s Solar Power Plants\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Kyle Story\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--climate\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" href=\"https://blog.resourcewatch.org/category/climate/\"\u003e\n\t\t\t\t\t\tClimate\t\t\t\t\t\u003c/a\u003e\u003cspan class=\"ee-post__terms__separator\"\u003e·\u003c/span\u003e\t\t\t\t\u003c/li\u003e\n\n\t\t\t\t\t\u003c/ul\u003e\n\t\t\u003c/div\u003e\u003c!-- .ee-post__footer --\u003e\u003c/article\u003e\u003c!-- .ee-post --\u003e\u003c/div\u003e\u003c!-- .ee-loop__item --\u003e\u003cdiv class=\"ee-grid__item ee-loop__item\"\u003e\u003carticle class=\"ee-post post-6045 post type-post status-publish format-standard has-post-thumbnail hentry category-general category-home-page-slider category-spotlight\"\u003e\u003ca class=\"ee-media ee-post__media ee-post__media--content\" href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\"\u003e\u003cdiv class=\"ee-post__media__thumbnail ee-media__thumbnail\"\u003e\u003cimg width=\"300\" height=\"200\" src=\"https://blog.resourcewatch.org/wp-content/uploads/2022/04/7004881064_3cf4c1b1af_k-300x200.jpg\" class=\"attachment-medium size-medium\" alt=\"\" /\u003e\u003c/div\u003e\u003cdiv class=\"ee-post__media__overlay ee-media__overlay\"\u003e\u003c/div\u003e\u003cdiv class=\"ee-media__content ee-post__media__content ee-post__area\"\u003e\u003c/div\u003e\u003c!-- .ee-post__media__content --\u003e\u003c/a\u003e\u003c!-- .ee-post__media --\u003e\u003cdiv class=\"ee-post__body ee-post__area\"\u003e\u003ca href=\"https://blog.resourcewatch.org/2022/04/22/new-tool-addresses-energy-data-needs-for-decision-making/\" class=\"ee-post__title\"\u003e\n\t\t\t\u003ch2 class=\"ee-post__title__heading\"\u003eNew tool addresses 4 key energy data needs to improve decision-making\u003c/h2\u003e\n\t\t\u003c/a\u003e\u003cdiv class=\"ee-post__metas ee-post__metas--has-metas\"\u003e\u003cul class=\"ee-post__metas__list display--\"\u003e\u003cli class=\"ee-post__meta ee-post__meta--author\"\u003e\n\t\t\t\t\t\t\tBy Johannes Friedrich\u003cspan class=\"ee-post__meta__separator\"\u003e·\u003c/span\u003e\t\t\t\t\t\u003c/li\u003e\n\t\t\u003c/ul\u003e\u003c/div\u003e\u003c/div\u003e\u003c!-- .ee-post__body --\u003e\u003cdiv class=\"ee-post__footer ee-post__area\"\u003e\t\t\u003cul class=\"ee-post__terms\"\u003e\n\n\t\t\t\n\t\t\t\n\t\t\t\t\u003cli class=\"ee-post__terms__term ee-term ee-term--general\"\u003e\n\t\t\t\t\t\u003ca class=\"ee-post__terms__link ee-term__link\" 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