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64			  <li><a href="/research/ambient-noise-seismology">Ambient Noise Seismology</a></li>
65			  <li><a href="/research/observational-earthquake-dynamics">Observational Earthquake Dynamics</a></li>
66			  <li><a href="/research/computational-data-seismology">Computational Data Seismology</a></li>
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68			  <li><a href="/research/machine-learning-in-seismology">Machine Learning in Seismology</a></li>
69			  <li><a href="#">---- migrate from Harvard ----</a></li>
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95    <div class="container-fluid">
96      <div class="row">
97        <div id="gridid" class="col-sm-12">
98  <h1 id="publications">Publications</h1>
99<hr />
100
101<h2 id="standards--rubrics">Standards &amp; Rubrics</h2>
102
103<p>As members of the scientific community, we strive to meet best practices in research communication and reproducibility. The following resources provide guidelines and standards that we apply to our work:</p>
104
105<h3 id="publication-standards"><strong>Publication Standards</strong></h3>
106<ul>
107  <li><strong><a href="/pub_ml_rubric/">Best Practices for ML in Geophysics</a></strong> – A comprehensive checklist for machine learning papers in geophysics, developed from editorial experience at GJI. Covers imaging, data processing, and Earth-system discovery studies.</li>
108</ul>
109
110<h3 id="research--writing-guidelines"><strong>Research &amp; Writing Guidelines</strong></h3>
111<ul>
112  <li><strong><a href="/teaching/ess499/">Undergraduate Literature Review Guide</a></strong> – Guidelines for conducting structured literature reviews, including how to find sources, read strategically, and synthesize findings across traditional and ML approaches.</li>
113</ul>
114
115<p><em>Additional rubrics and standards for presentations and dissertation writing are under development and will be linked here.</em></p>
116
117<hr />
118
119<h2 id="dissertations">Dissertations</h2>
120
121<p>Group <strong>Ph.D. dissertations</strong> are available here:</p>
122
123<ul>
124  <li><strong>Congcong Yuan</strong>, 2024, Harvard University – <a href="/downloads/Dissertation_Yuan_2024.pdf">dissertation</a></li>
125  <li><strong>Stephanie Olinger</strong>, 2023, Harvard University – <a href="/downloads/Dissertation_Olinger_2023.pdf">dissertation</a></li>
126  <li><strong>Jiuxun Yin</strong>, 2022, Harvard University – <a href="/downloads/Dissertation_Yin_2022.pdf">dissertation</a></li>
127  <li><strong>Tim Clements</strong>, 2021, Harvard University – <a href="/downloads/Dissertation_Clements_2021.pdf">dissertation</a></li>
128</ul>
129
130<hr />
131
132<h2 id="presentations">Presentations</h2>
133
134<p>Recent group presentations at conferences and workshops:</p>
135
136<ul>
137  <li>
138    <p><strong>SSA 2024</strong> – <a href="https://docs.google.com/presentation/d/1QL_yfaMfcH_zC1mIyAlHTM2ms2FX8yAN22WpA-l_suY/edit?usp=drive_link">Denolle et al.: SCOPED Update</a></p>
139  </li>
140  <li>
141    <p><strong>AGU 2023</strong> – <a href="https://docs.google.com/presentation/d/1UWQBOy0hZhkFYCCskUeb0OuJrS-wzp4K/edit?usp=sharing&amp;ouid=114363206559877755268&amp;rtpof=true&amp;
141sd=true">Smoczyk et al.: Fingerprinting the Cascades Volcanoes</a></p>
142  </li>
143  <li>
144    <p><strong>AGU 2023</strong> – <a href="https://docs.google.com/presentation/d/1FMR0QH62oBuadAWXQ7ENPMEj7cuv9mORD41QSpwOlDs/edit?usp=sharing">Denolle et al.: SCOPED Update</a></p>
145  </li>
146  <li>
147    <p><strong>AGU 2023</strong> – <a href="https://docs.google.com/presentation/d/1ekEv4T8Oanuv0EpwWBotoCTsu_N4cXc3iR9pp1TcBL0/edit?usp=sharing">Denolle et al.: Cloud Seismology</a></p>
148  </li>
149  <li>
150    <p><strong>SCEC 2023</strong> – <a href="https://docs.google.com/presentation/d/1VXIdf3ocESIfkYW4MZHCzZ9mOdw-_eGYMFfE27CINJ0/edit?usp=sharing">Denolle et al.: HPS CyberTraining</a></p>
151  </li>
152</ul>
153
154<p><em>A comprehensive archive of presentations with PDFs and video recordings is being compiled.</em></p>
155
156<hr />
157
158<h2 id="peer-reviewed-publications">Peer-Reviewed Publications</h2>
159
160<p>   </p>
161
162<p>For a more up-to-date list of publications: <a href="https://scholar.google.com/citations?user=GR8BOxsAAAAJ&amp;hl=en">Google Scholar</a></p>
163
164<hr />
165
166<div class="publications">
167
168  <div class="pub-item">
169    <p class="pub-title">Seismological Analysis of Contemporary and Future Alpine Fault Earthquakes Using the Southern Alps Long Skinny Array (SALSA)</p>
170    <p class="pub-authors">Townend,  John, Juarez‐Garfias,  Ilma del Carmen, Pita‐Sllim,  Olivia, Chamberlain,  Calum J., Warren‐Smith,  Emily, Holden,  Caroline, van Wijk,  Kasper, Denolle,  Marine, Curtis,  Andrew, Miyake,  Hiroe</p>
171    <p class="pub-journal">Seismological Research Letters (Feb 2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220250260" target="_blank">10.1785/0220250260</a></span></p>
172    <div class="pub-links-container">
173      <div class="pub-links">
174        <p><a href="https://doi.org/10.1785/0220250260" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
175
176        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Townend26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
177
178      </div>
179    </div>
180
181    <div class="bibtex-container" id="bibtex-Townend26" style="display: none;">
182      <pre id="bibtex-text-Townend26" class="bibtex-text">@article{Townend26,
183  author = {Townend, John and Juarez‐Garfias, Ilma del Carmen and Pita‐Sllim, Olivia and Chamberlain, Calum J. and Warren‐Smith, Emily and Holden, Caroline and van Wijk, Kasper and Denolle, Marine and Curtis, Andrew and Miyake, Hiroe},
184  title = {Seismological Analysis of Contemporary and Future Alpine Fault Earthquakes Using the Southern Alps Long Skinny Array (SALSA)},
185  journal = {Seismological Research Letters},
186  year = {2026},
187  month = feb,
188  abstract = {The Alpine fault is a major transpressive plate boundary in southwestern New Zealand known on paleoseismological grounds to produce great (Mw∼8) earthquakes on \&lt;300 yr timescales. The fault is now late in its typical and well‐determined interseismic period, having last ruptured in a great earthquake in 1717 C.E. Between October 2021 and November 2023, the Southern Alps Long Skinny Array (SALSA) consisting of 43 broadband and 4 short‐period seismometers, was installed with ∼10 km interstation spacing along a 450 km stretch of the Alpine fault, between Maruia and Milford Sound/Piopiotahi. SALSA’s geometry was designed to enable the synthesis of virtual earthquakes representing slip at arbitrary points on the Alpine fault as part of research into the range of far‐field ground motions that might result from geologically plausible rupture scenarios. Virtual earthquakes provide a means of evaluating ground motions from a much larger number of kinematic rupture scenarios than is computationally tractable using full‐waveform simulations. In addition to providing closely spaced noise measurements, SALSA has yielded novel recordings of microseismicity and tremor along most of the onshore extent of the Alpine fault and will enable ongoing research into the present‐day state of the fault and future rupture behavior. Here, we describe the rationale for deploying SALSA and present initial results and analysis that illustrate the dataset and indicate avenues for future research.},
189  issn = {0895-0695},
190  doi = {10.1785/0220250260},
191  url = {https://doi.org/10.1785/0220250260},
192  eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/doi/10.1785/0220250260/7756506/srl-2025260.1.pdf},
193  month_numeric = {2}
194}
195</pre>
196      <p><button class="copy-btn" onclick="copyBibtex('Townend26')"><i class="fas fa-copy"></i> Copy citation</button></p>
197    </div>
198
199    <p class="pub-tags">
200    Research areas: 
201  <br />
202    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
203  <br />
204  </p>
205
206  </div>
207
208  <div class="pub-item">
209    <p class="pub-title">DeepSubDAS: an earthquake phase picker from submarine distributed acoustic sensing data</p>
210    <p class="pub-authors">Xiao,  Han, Tilmann,  Frederik, van den Ende,  Martijn, Rivet,  Diane, Loureiro,  Afonso, Tsuji,  Takeshi, Ugalde,  Arantza, Shi,  Qibin, Denolle,  Marine A</p>
211    <p class="pub-journal">Geophysical Journal International, 245(2), pp ggag061 (Feb 2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggag061" target="_blank">10.1093/gji/ggag061</a></span></p>
212    <div class="pub-links-container">
213      <div class="pub-links">
214        <p><a href="https://doi.org/10.1093/gji/ggag061" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
215
216        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Xiao26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
217
218      </div>
219    </div>
220
221    <div class="bibtex-container" id="bibtex-Xiao26" style="display: none;">
222      <pre id="bibtex-text-Xiao26" class="bibtex-text">@article{Xiao26,
223  author = {Xiao, Han and Tilmann, Frederik and van den Ende, Martijn and Rivet, Diane and Loureiro, Afonso and Tsuji, Takeshi and Ugalde, Arantza and 
223Shi, Qibin and Denolle, Marine A},
224  title = {DeepSubDAS: an earthquake phase picker from submarine distributed acoustic sensing data},
225  journal = {Geophysical Journal International},
226  volume = {245},
227  number = {2},
228  pages = {ggag061},
229  year = {2026},
230  month = feb,
231  abstract = {Given the scarcity of seismometers in marine environments, traditional seismology has limited effectiveness in oceanic regions. Submarine Distributed Acoustic Sensing (DAS) systems offer a promising alternative for seismic monitoring in these areas. However, the existing machine learning model trained on land-based DAS data does not perform well with submarine DAS due to differences in noise characteristics, deployment conditions and environmental factors. This study presents a machine learning approach tailored specifically to submarine DAS data to enable automated seismic event detection and P- and S-wave identification. Leveraging DeepLab v3, a neural network architecture optimized for semantic segmentation, we developed a specialized model to handle the unique challenges of submarine DAS data. Our model was trained and validated on a data set comprising nearly 57 million manually and semi-automatically labelled seismic records from multiple globally distributed submarine sites, providing a robust basis for accurate seismic detection. The model adapts to a variety of deployment scenarios and can process DAS data from cables with different lengths, configurations and channel spacings, making it versatile for various ocean environments. We thus provide an adaptable and efficient tool for automated earthquake analysis of DAS data, which has the potential to enhance real-time earthquake monitoring and tsunami early warning in submarine environments.},
232  issn = {1365-246X},
233  doi = {10.1093/gji/ggag061},
234  url = {https://doi.org/10.1093/gji/ggag061},
235  eprint = {https://academic.oup.com/gji/article-pdf/245/2/ggag061/66817494/ggag061.pdf},
236  month_numeric = {2}
237}
238</pre>
239      <p><button class="copy-btn" onclick="copyBibtex('Xiao26')"><i class="fas fa-copy"></i> Copy citation</button></p>
240    </div>
241
242    <p class="pub-tags">
243    Research areas: 
244  <br />
245    <a href="/research/#environment" class="pub-tag">environment</a>
246  <br />
247    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
248  <br />
249    <a href="/research/#offshore" class="pub-tag">offshore</a>
250  <br />
251    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
252  <br />
253  </p>
254
255  </div>
256
257  <div class="pub-item">
258    <p class="pub-title">Exploration of Machine Learning Methods to Seismic Event Discrimination in the Pacific Northwest</p>
259    <p class="pub-authors">Kharita,  Akash, Denolle,  Marine, Hutko,  Alexander, Hartog,  Renate, Malone,  Stephen</p>
260    <p class="pub-journal">Seismica, 5(1) (Feb 2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.26443/seismica.v5i1.2068" target="_blank">10.26443/seismica.v5i1.2068</a></span></p>
261    <div class="pub-links-container">
262      <div class="pub-links">
263        <p><a href="https://seismica.library.mcgill.ca/article/view/2068" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
264
265        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Kharita26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
266
267      </div>
268    </div>
269
270    <div class="bibtex-container" id="bibtex-Kharita26" style="display: none;">
271      <pre id="bibtex-text-Kharita26" class="bibtex-text">@article{Kharita26,
272  title = {Exploration of Machine Learning Methods to Seismic Event Discrimination in the Pacific Northwest},
273  volume = {5},
274  url = {https://seismica.library.mcgill.ca/article/view/2068},
275  doi = {10.26443/seismica.v5i1.2068},
276  abstractnote = {&lt;p class=&quot;p1&quot;&gt;Accurately separating tectonic, anthropogenic, and geomorphologic seismic sources is essential for Pacific Northwest (PNW) monitoring but remains difficult as networks densify and signals overlap. Prior work largely treats binary discrimination and seldom compares classical machine learning (feature-engineered) and deep learning (end-to-end) approaches under a common, multi-class setting with operational constraints. We evaluate methods and features for four-way source discrimination – earthquakes, explosions, surface events, and noise – and identify models that are both accurate and deployable. Using ∼200k three-component waveforms from &gt;70k events in an AI-curated PNW dataset, we test random-forest classifiers on TSFEL, physics-informed, and scattering features, and CNNs that ingest time series (1D) or spectrograms (2D); we benchmark on a balanced common test set, a 10k-event network dataset, and out-of-domain data (global surface events; near-field blasts). CNNs taking spectrograms lead with accuracy performance over 92% for within-domain (as a short-and-fat CNN SeismicCNN 2D) and out-of-domain (as a long and skinny CNN QuakeXNet 2D), versus 89% for the best random forest; performance remains strong at low signal-to-noise ratio (SNR) and longer distances, and generalizes to independent network and global datasets. QuakeXNet (2D) is lightweight (70k parameters; 1.2 MB) and integrated into SeisBench. On commodity hardware, it processes a full day of 100 Hz three-component data in 9 s. These results show spectrogram-based CNNs provide state-of-the-art accuracy, efficiency, and robustness for real-time PNW operations and transferable surface-event monitoring.&lt;/p&gt;},
277  number = {1},
278  journal = {Seismica},
279  author = {Kharita, Akash and Denolle, Marine and Hutko, Alexander and Hartog, Renate and Malone, Stephen},
280  year = {2026},
281  month = feb,
282  month_numeric = {2}
283}
284</pre>
285      <p><button class="copy-btn" onclick="copyBibtex('Kharita26')"><i class="fas fa-copy"></i> Copy citation</button></p>
286    </div>
287
288    <p class="pub-tags">
289    Research areas: 
290  <br />
291    <a href="/research/#environment" class="pub-tag">environment</a>
292  <br />
293    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
294  <br />
295    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
296  <br />
297  </p>
298
299  </div>
300
301  <div class="pub-item">
302    <p class="pub-title">Probing the Seattle Basin Edge Using a Dense Urban Nodal Array in 100 Backyards</p>
303    <p class="pub-authors">Toghramadjian,  Natasha, Denolle,  Marine A., Ermert,  Laura, Jiang,  Chengxin</p>
304    <p class="pub-journal">
304Seismological Research Letters (Jan 2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220250241" target="_blank">10.1785/0220250241</a></span></p>
305    <div class="pub-links-container">
306      <div class="pub-links">
307        <p><a href="https://doi.org/10.1785/0220250241" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
308
309        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Toghramadjian26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
310
311      </div>
312    </div>
313
314    <div class="bibtex-container" id="bibtex-Toghramadjian26" style="display: none;">
315      <pre id="bibtex-text-Toghramadjian26" class="bibtex-text">@article{Toghramadjian26,
316  author = {Toghramadjian, Natasha and Denolle, Marine A. and Ermert, Laura and Jiang, Chengxin},
317  title = {Probing the Seattle Basin Edge Using a Dense Urban Nodal Array in 100 Backyards},
318  journal = {Seismological Research Letters},
319  year = {2026},
320  month = jan,
321  abstract = {Sedimentary basins amplify seismic waves, particularly at basin edges where strong velocity contrasts lead to reflections, refractions, and diffractions. To better understand how the Seattle basin’s southern edge, the Seattle fault zone (SFZ), acts as a seismic boundary, we deployed 100 three‐component nodal seismometers (Magseis Fairfield ZLand 3C) at ∼250 m spacing along four north–south transects across the SFZ for one month (13 July to 11 August 2019), recording ambient seismic noise and earthquakes at 500 Hz. The intent of this article is to introduce this data set, and showcase a diversity of preliminary analyses to that illustrate its rich potential, and encourage future deeper analyses. Preliminary ambient noise cross‐correlations yield stable Green’s functions to 4 km interstation distance and average Rayleigh‐wave phase velocities of ∼400 m/s, consistent with shallow VS30 models. We also resolve a diffracted wave across the Seattle basin edge and fault zone, and compute earthquake site‐amplification metrics that indicate amplification factors of up to 39× in high‐frequency bands. Along with our other preliminary results, these findings hint at substantial small‐scale variability in velocity and amplification, underscoring the power of dense urban nodal arrays for localized seismic hazard assessment. Data and metadata are archived as Network Z6\_2019 with the International Federation of Digital Seismograph Networks (Denolle and Toghramadjian, 2019), and processing scripts used for analysis in this article are available on GitHub.},
322  issn = {0895-0695},
323  doi = {10.1785/0220250241},
324  url = {https://doi.org/10.1785/0220250241},
325  eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/doi/10.1785/0220250241/7740740/srl-2025241.1.pdf},
326  month_numeric = {1}
327}
328</pre>
329      <p><button class="copy-btn" onclick="copyBibtex('Toghramadjian26')"><i class="fas fa-copy"></i> Copy citation</button></p>
330    </div>
331
332    <p class="pub-tags">
333    Research areas: 
334  <br />
335    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
336  <br />
337  </p>
338
339  </div>
340
341  <div class="pub-item">
342    <p class="pub-title">Active protothrusts and fluid highways: Seismic noise reveals hidden subduction dynamics in Cascadia</p>
343    <p class="pub-authors">Kidiwela,  Maleen, Denolle,  Marine A., Wilcock,  William S. D., Feng,  Kuan-Fu</p>
344    <p class="pub-journal">Science Advances, 12(9), pp eaea3684 (2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.1126/sciadv.aea3684" target="_blank">10.1126/sciadv.aea3684</a></span></p>
345    <div class="pub-links-container">
346      <div class="pub-links">
347        <p><a href="https://www.science.org/doi/abs/10.1126/sciadv.aea3684" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
348
349        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Kidiwela26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
350
351        <p><a href="https://www.npr.org/2026/03/05/nx-s1-5732773/this-week-in-science-prehistoric-cooking-earthquakes-in-the-pnw-and-teens-sleep?mkt_tok=MTMxLUFRTy0yMjUAAAGgcXIp-QXzGs0WlB22XUVMoYKPipJCRo8S4n33LPNaUafp1sPhgf2znlMDhypipbORq0-bRqsRe0CwLZW5j3bJrR_BVsSsoMwhzvCfexfE5HUYUjD5" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
352
353        <p><a href="https://www.npr.org/2026/03/05/nx-s1-5732773/this-week-in-science-prehistoric-cooking-earthquakes-in-the-pnw-and-teens-sleep?mkt_tok=MTMxLUFRTy0yMjUAAAGgcXIp-QXzGs0WlB22XUVMoYKPipJCRo8S4n33LPNaUafp1sPhgf2znlMDhypipbORq0-bRqsRe0CwLZW5j3bJrR_BVsSsoMwhzvCfexfE5HUYUjD5" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Media Coverage 1</a><a href="https://www.washington.edu/news/2026/02/27/stress-testing-the-cascadia-subduction-zone-reveals-variability-that-could-impact-how-earthquakes-spread/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Media Coverage 2</a></p>
354      </div>
355    </div>
356
357    <div class="bibtex-container" id="bibtex-Kidiwela26" style="display: none;">
358      <pre id="bibtex-text-Kidiwela26" class="bibtex-text">@article{Kidiwela26,
359  author = {Kidiwela, Maleen and Denolle, Marine A. and Wilcock, William S. D. and Feng, Kuan-Fu},
360  title = {Active protothrusts and fluid highways: Seismic noise reveals hidden subduction dynamics in Cascadia},
361  journal = {Science Advances},
362  volume = {12},
363  number = {9},
364  pages = {eaea3684},
365  year = {2026},
366  doi = {10.1126/sciadv.aea3684},
367  url = {https://www.science.org/doi/abs/10.1126/sciadv.aea3684},
368  eprint = {https://www.science.org/doi/pdf/10.1126/sciadv.aea3684},
369  notes = {https://www.npr.org/2026/03/05/nx-s1-5732773/this-week-in-science-prehistoric-cooking-earthquakes-in-the-pnw-and-teens-sleep?mkt_tok=MTMxLUFRTy0yMjUAAAGgcXIp-QXzGs0WlB22XUVMoYKPipJCRo8S4n33LPNaUafp1sPhgf2znlMDhypipbORq0-bRqsRe0CwLZW5j3bJrR_BVsSsoMwhzvCfexfE5HUYUjD5,https://www.washington.edu/news/2026/02/27/stress-testing-the-cascadia-subduction-zone-reveals-variability-that-could-impact-how-earthquakes-spread/},
370  abstract = {Complex interactions between strain accumulation, fault slip, and fluid migration influence shallow subduction zone dynamics. Using a decade of continuous ambient seismic data from Cascadia’s seafloor observatories, we identified distinct regional variations in subduction dynamics. Northern Cascadia exhibits a fully locked megathrust with persistent strain accumulation, while central Cascadia displays a slow slip event on protothrusts and rapid fluid migration along fault systems in the overriding plate. Effective fluid transport through the décollement and the Alvin Canyon Fault likely modulates the earthquake behavior but does not cause slow slip events on the megathrust and likely stabilizes large earthquakes, promoting rupture arrest. Long-term offshore seismic monitoring reveals strain and fluid migration patterns linked to Cascadia earthquake potential.}
371}
372</pre>
373      <p><button class="copy-btn" onclick="copyBibtex('Kidiwela26')"><i class="fas fa-copy"></i> Copy citation</button></p>
374    </div>
375
376    <p class="pub-tags">
377    Research areas: 
378  <br />
379    <a href="/research/#environment" class="pub-tag">environment</a>
380  <br />
381    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
382  <br />
383    <a href="/research/#offshore" class="pub-tag">offshore</a>
384  <br />
385  </p>
386
387  </div>
388
389  <div class="pub-item">
390    <p class="pub-title">The Seismic Wavefield Common Task Framework</p>
391    <p class="pub-authors">Yermakov,  Alexey, Zhao,  Yue, Denolle,  Marine, Ni,  Yiyu, Wyder,  Philippe M., Goldfeder,  Judah, Riva,  Stefano, Williams,  Jan, Zoro,  David, Rude,  Amy Sara, Tomasetto,  Matteo, Germany,  Joe, Bakarji,  Joseph, Maierhofer,  Georg, Cranmer,  Miles, Kutz,  J. Nathan</p>
392    <p class="pub-journal">arXiv (2026) <span class="pub-doi">DOI: <a href="https://doi.org/10.48550/arXiv.2512.19927" target="_blank">10.48550/arXiv.2512.19927</a></span></p>
393    <div class="pub-links-container">
394      <div class="pub-links">
395
396        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Yemakov26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
397
398      </div>
399    </div>
400
401    <div class="bibtex-container" id="bibtex-Yemakov26" style="display: none;">
402      <pre id="bibtex-text-Yemakov26" class="bibtex-text">@article{Yemakov26,
403  author = {Yermakov, Alexey and Zhao, Yue and Denolle, Marine and Ni, Yiyu and Wyder, Philippe M. and Goldfeder, Judah and Riva, Stefano and Williams, Jan and Zoro, David and Rude, Amy Sara and Tomasetto, Matteo and Germany, Joe and Bakarji, Joseph and Maierhofer, Georg and Cranmer, Miles and Kutz, J. Nathan},
404  title = {The Seismic Wavefield Common Task Framework},
405  journal = {arXiv},
406  year = {2026},
407  doi = {10.48550/arXiv.2512.19927}
408}
409</pre>
410      <p><button class="copy-btn" onclick="copyBibtex('Yemakov26')"><i class="fas fa-copy"></i> Copy citation</button></p>
411    </div>
412
413    <p class="pub-tags">
414    Research areas: 
415  <br />
416    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
417  <br />
418  </p>
419
420  </div>
421
422  <div class="pub-item">
423    <p class="pub-title">A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States</p>
424    <p class="pub-authors">Feng,  Kuan-Fu, Denolle,  Marine, Lin,  Fan-Chi, van Dam,  Tonie</p>
425    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 131(1), pp e2024JB030689 (2026) <span class="pub-doi">DOI: <a href="https://doi.org/https://doi.org/10.1029/2024JB030689" target="_blank">https://doi.org/10.1029/2024JB030689</a></span></p>
426    <div class="pub-links-container">
427      <div class="pub-links">
428        <p><a href="https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2024JB030689" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
429
430        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Feng26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
431
432      </div>
433    </div>
434
435    <div class="bibtex-container" id="bibtex-Feng26" style="display: none;">
436      <pre id="bibtex-text-Feng26" class="bibtex-text">@article{Feng26,
437  author = {Feng, Kuan-Fu and Denolle, Marine and Lin, Fan-Chi and van Dam, Tonie},
438  title = {A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States},
439  journal = {Journal of Geophysical Research: Solid Earth},
440  volume = {131},
441  number = {1},
442  pages = {e2024JB030689},
443  doi = {https://doi.org/10.1029/2024JB030689},
444  url = {https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2024JB030689},
445  eprint = {https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2024JB030689},
446  note = {e2024JB030689 2024JB030689},
447  abstract = {Abstract Ongoing climate change is leading to an increase in prolonged droughts and severe weather events, which are particularly pronounced in semi-arid regions, such as the western United States. These extremes could have lasting social and environmental impacts. Continuous monitoring of near-surface hydrological processes and groundwater resources provides helpful information for effective water resource management. The seismological signature of groundwater fluctuations is clear in the temporal variations in seismic velocities, dv/v. To this end, developing a proxy for groundwater level using dv/v represents an opportunity, but further understanding of the relation between dv/v and subsurface hydrology is required. In this study, we apply single-station cross-component correlation analysis to 28 broadband seismic stations in Utah between January 2006 and March 2023 and analyze the dv/v in the 2–4 Hz frequency band. To explain dv/v, we linearly superimpose thermoelastic stresses, soil moisture estimated from remote sensing data products, and a long-term deep water table pore pressure. We find that the relative contributions of each depen
447d on the location. Still, adding a long-term water table decline, which is not systematically observed in soil moisture, better fits our data. We conclude that soil moisture alone does not explain the variations in total water storage when subsurface moisture is decoupled from the deep-water table. We also conclude that dv/v can be used as a proxy for water storage.},
448  year = {2026}
449}
450</pre>
451      <p><button class="copy-btn" onclick="copyBibtex('Feng26')"><i class="fas fa-copy"></i> Copy citation</button></p>
452    </div>
453
454    <p class="pub-tags">
455    Research areas: 
456  <br />
457    <a href="/research/#environment" class="pub-tag">environment</a>
458  <br />
459    <a href="/research/#offshore" class="pub-tag">offshore</a>
460  <br />
461  </p>
462
463  </div>
464
465  <div class="pub-item">
466    <p class="pub-title">Distributed Acoustic Sensing Records of Earthquakes and Surface Processes at Mount Rainier Volcano</p>
467    <p class="pub-authors">Gaete-Elgueta,  Veronica, Köpfli,  Manuela, Gräff,  Dominik, Lipovsky,  Bradley P, Denolle,  Marine A., Thelen,  Weston A., Pratt,  Brendan, Kenyon,  Taylor R.</p>
468    <p class="pub-journal">in review in Seismica (2026) <span class="pub-doi">DOI: <a href="https://doi.org/XX" target="_blank">XX</a></span></p>
469    <div class="pub-links-container">
470      <div class="pub-links">
471
472        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Gaete26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
473
474      </div>
475    </div>
476
477    <div class="bibtex-container" id="bibtex-Gaete26" style="display: none;">
478      <pre id="bibtex-text-Gaete26" class="bibtex-text">@article{Gaete26,
479  title = {Distributed Acoustic Sensing Records of Earthquakes and Surface Processes at Mount Rainier Volcano},
480  author = {Gaete-Elgueta, Veronica and Köpfli, Manuela and Gräff, Dominik and Lipovsky, Bradley P and Denolle, Marine A. and Thelen, Weston A. and Pratt, Brendan and Kenyon, Taylor R.},
481  journal = {in review in Seismica},
482  year = {2026},
483  doi = {XX}
484}
485</pre>
486      <p><button class="copy-btn" onclick="copyBibtex('Gaete26')"><i class="fas fa-copy"></i> Copy citation</button></p>
487    </div>
488
489    <p class="pub-tags">
490    Research areas: 
491  <br />
492    <a href="/research/#environment" class="pub-tag">environment</a>
493  <br />
494    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
495  <br />
496  </p>
497
498  </div>
499
500  <div class="pub-item">
501    <p class="pub-title">A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale</p>
502    <p class="pub-authors">Ni,  Yiyu, Denolle,  Marine, Thomas,  Amanda, Hamilton,  Alex, Münchmeyer,  Jannes, Wang,  Yinzhi, Bachelot,  Loïc, Trabant,  Chad, Mencin,  David</p>
503    <p class="pub-journal">Seismica, 4(2) (Sep 2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.26443/seismica.v4i2.1738" target="_blank">10.26443/seismica.v4i2.1738</a></span></p>
504    <div class="pub-links-container">
505      <div class="pub-links">
506        <p><a href="https://seismica.library.mcgill.ca/article/view/1738" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
507
508        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Ni2025a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
509
510        <p><a href="https://youtu.be/Q6Gt0-S_9WA?si=pz6REZqXWsolYXjc" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
511
512        <p><a href="https://youtu.be/Q6Gt0-S_9WA?si=pz6REZqXWsolYXjc" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> YouTube</a></p>
513      </div>
514    </div>
515
516    <div class="bibtex-container" id="bibtex-Ni2025a" style="display: none;">
517      <pre id="bibtex-text-Ni2025a" class="bibtex-text">@article{Ni2025a,
518  title = {A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale},
519  volume = {4},
520  url = {https://seismica.library.mcgill.ca/article/view/1738},
521  doi = {10.26443/seismica.v4i2.1738},
522  number = {2},
523  journal = {Seismica},
524  author = {Ni, Yiyu and Denolle, Marine and Thomas, Amanda and Hamilton, Alex and Münchmeyer, Jannes and Wang, Yinzhi and Bachelot, Loïc and Trabant, Chad and Mencin, David},
525  year = {2025},
526  month = sep,
527  note = {YouTube \url{https://youtu.be/Q6Gt0-S_9WA?si=pz6REZqXWsolYXjc}},
528  month_numeric = {9}
529}
530</pre>
531      <p><button class="copy-btn" onclick="copyBibtex('Ni2025a')"><i class="fas fa-copy"></i> Copy citation</button></p>
532    </div>
533
534  </div>
535
536  <div class="pub-item">
537    <p class="pub-title">A Review of Cloud Computing and Storage in Seismology</p>
538    <p class="pub-authors">Ni,  Yiyu, Denolle,  Marine A, Münchmeyer,  Jannes, Wang,  Yinzhi, Feng,  Kuan-Fu, Suarez,  Carlos Garcia Jurado, Thomas,  Amanda M, Trabant,  Chad, Hamilton,  Alex, Mencin,  David</p>
539    <p class="pub-journal">Geophysical Journal International, pp ggaf322 (Aug 2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggaf322" target="_blank">10.1093/gji/ggaf322</a></span></p>
540    <div class="pub-links-container">
541      <div class="pub-links">
542        <p><a href="https://doi.org/10.1093/gji/ggaf322" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
543
544        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Ni2025b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
545
546      </div>
547    </div>
548
549    <div class="bibtex-container" id="bibtex-Ni2025b" style="display: none;">
550      <pre id="bibtex-text-Ni2025b" class="bibtex-text">@article{Ni2025b,
551  author = {Ni, Yiyu and Denolle, Marine A and Münchmeyer, Jannes and Wang, Yinzhi and Feng, Kuan-Fu and Suarez, Carlos Garcia Jurado and Thomas, Amanda M and Trabant, Chad and Hamilton, Alex and Mencin, David},
552  title = {A Review of Cloud Computing and Storage in Seismology},
553  journal = {Geophysical Journal International},
554  pages = {ggaf322},
555  year = {2025},
556  month = aug,
557  abstract = {Seismology has entered the petabyte era, driven by decades of continuous recordings of broadband networks, the increase in nodal seismic experiments, and the recent emergence of Distributed Acoustic Sensing (DAS). This review explains how cloud platforms, by providing object storage, elastic compute, and managed databases, enable researchers to “bring the code to the data,” thereby providing a scalable option to overcome traditional HPC solutions’ bandwidth and capacity limitations. After literature reviews of cloud concepts and their research applications in seismology, we illustrate the capacities of cloud-native workflows using two canonical end-to-e
557nd demonstrations: 1) ambient noise seismology that calculates cross-correlation functions at scale, and 2) earthquake detection and phase picking. Both workflows utilize Amazon Web Services, a commercial cloud platform for streaming I/O and provenance, demonstrating that cloud throughput can rival on-premises HPC at comparable costs, scanning 100 TBs to 1.3 PBs of seismic data in a few hours or days of processing. The review also discusses research and education initiatives, the reproducibility benefits of containers, and cost pitfalls (e.g., egress, I/O fees) of energy-intensive seismological research computing. While designing cloud pipelines remains non-trivial, partnerships with research software engineers enable converting domain code into scalable, automated, and environmentally conscious solutions for next-generation seismology. We also outline where cloud resources fall short of specialised HPC-most notably for tightly coupled petascale simulations and long-term, PB-scale archives-so that practitioners can make informed, cost-effective choices.},
558  issn = {1365-246X},
559  doi = {10.1093/gji/ggaf322},
560  url = {https://doi.org/10.1093/gji/ggaf322},
561  eprint = {https://academic.oup.com/gji/advance-article-pdf/doi/10.1093/gji/ggaf322/64078811/ggaf322.pdf},
562  month_numeric = {8}
563}
564</pre>
565      <p><button class="copy-btn" onclick="copyBibtex('Ni2025b')"><i class="fas fa-copy"></i> Copy citation</button></p>
566    </div>
567
568    <p class="pub-tags">
569    Research areas: 
570  <br />
571    <a href="/research/#environment" class="pub-tag">environment</a>
572  <br />
573    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
574  <br />
575    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
576  <br />
577  </p>
578
579  </div>
580
581  <div class="pub-item">
582    <p class="pub-title">Training the Next Generation of Seismologists: Delivering Research‐Grade Software Education for Cloud and HPC Computing Through Diverse Training Modalities</p>
583    <p class="pub-authors">Denolle,  Marine A., Tape,  Carl, Bozdağ,  Ebru, Wang,  Yinzhi, Waldhauser,  Felix, Gabriel,  Alice‐Agnes, Braunmiller,  Jochen, Chow,  Bryant, Ding,  Liang, Feng,  Kuan‐Fu, Ghosh,  Ayon, Groebner,  Nathan, Gupta,  Aakash, Krauss,  Zoe, McPherson,  Amanda M., Nagaso,  Masaru, Niu,  Zihua, Ni,  Yiyu, Örsvuran,  Rıdvan, Pavlis,  Gary, Rodriguez‐Cardozo,  Felix, Sawi,  Theresa, Schaff,  David, Schliwa,  Nico, Schneller,  David, Shi,  Qibin, Thurin,  Julien, Wang,  Chenxiao, Wang,  Kaiwen, Wong,  Jeremy Wing Ching, Wolf,  Sebastian, Yuan,  Congcong</p>
584    <p class="pub-journal">Seismological Research Letters, 96(5), pp 3265-3279 (Jun 2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220240413" target="_blank">10.1785/0220240413</a></span></p>
585    <div class="pub-links-container">
586      <div class="pub-links">
587        <p><a href="https://doi.org/10.1785/0220240413" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
588
589        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Denolle25a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
590
591      </div>
592    </div>
593
594    <div class="bibtex-container" id="bibtex-Denolle25a" style="display: none;">
595      <pre id="bibtex-text-Denolle25a" class="bibtex-text">@article{Denolle25a,
596  author = {Denolle, Marine A. and Tape, Carl and Bozdağ, Ebru and Wang, Yinzhi and Waldhauser, Felix and Gabriel, Alice‐Agnes and Braunmiller, Jochen and Chow, Bryant and Ding, Liang and Feng, Kuan‐Fu and Ghosh, Ayon and Groebner, Nathan and Gupta, Aakash and Krauss, Zoe and McPherson, Amanda M. and Nagaso, Masaru and Niu, Zihua and Ni, Yiyu and Örsvuran, Rıdvan and Pavlis, Gary and Rodriguez‐Cardozo, Felix and Sawi, Theresa and Schaff, David and Schliwa, Nico and Schneller, David and Shi, Qibin and Thurin, Julien and Wang, Chenxiao and Wang, Kaiwen and Wong, Jeremy Wing Ching and Wolf, Sebastian and Yuan, Congcong},
597  title = {Training the Next Generation of Seismologists: Delivering Research‐Grade Software Education for Cloud and HPC Computing Through Diverse Training Modalities},
598  journal = {Seismological Research Letters},
599  volume = {96},
600  number = {5},
601  pages = {3265-3279},
602  year = {2025},
603  month = jun,
604  abstract = {With the rise of data volume and computing power, seismological research requires more advanced skills in data processing, numerical methods, and parallel computing. We present the experience of conducting training workshops 
604in various forms of delivery to support the adoption of large‐scale high‐performance computing (HPC) and cloud computing, advancing seismological research. The seismological foci were on earthquake source parameter estimation in catalogs, forward and adjoint wavefield simulations in 2D and 3D at local, regional, and global scales, earthquake dynamics, ambient noise seismology, and machine learning. This contribution describes the series of workshops delivered as part of research projects, the learning outcomes for participants, and lessons learned by the instructors. Our curriculum was grounded on open and reproducible science, large‐scale scientific computing and data mining, and computing infrastructure (access and usage) for HPC and the cloud. We also describe the types of teaching materials that have proven beneficial to the instruction and the sustainability of the program. We propose guidelines to deliver future workshops on these topics.},
605  issn = {0895-0695},
606  doi = {10.1785/0220240413},
607  url = {https://doi.org/10.1785/0220240413},
608  eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/96/5/3265/7217500/srl-2024413.1.pdf},
609  month_numeric = {6}
610}
611</pre>
612      <p><button class="copy-btn" onclick="copyBibtex('Denolle25a')"><i class="fas fa-copy"></i> Copy citation</button></p>
613    </div>
614
615    <p class="pub-tags">
616    Research areas: 
617  <br />
618    <a href="/research/#environment" class="pub-tag">environment</a>
619  <br />
620    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
621  <br />
622    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
623  <br />
624  </p>
625
626  </div>
627
628  <div class="pub-item">
629    <p class="pub-title">Multiplexed Distributed Acoustic Sensing Offshore Central Oregon</p>
630    <p class="pub-authors">Shi,  Q., Williams,  E. F., Lipovsky,  B. P., Denolle,  M. A., Wilcock,  W. S. D., Kelley,  D. S., Schoedl,  K.</p>
631    <p class="pub-journal">Seismological Research Letters, 96(2A), pp 784–800 (2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220240460" target="_blank">10.1785/0220240460</a></span></p>
632    <div class="pub-links-container">
633      <div class="pub-links">
634
635        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ShiEtAl2025b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
636
637        <p><a href="https://www.washington.edu/news/2025/07/24/seismologists-use-fiber-optic-cables-to-study-offshore-faults/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
638
639        <p><a href="https://www.washington.edu/news/2025/07/24/seismologists-use-fiber-optic-cables-to-study-offshore-faults/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News 1</a><a href="https://phys.org/news/2025-07-ai-fiber-optics-reveal-hidden.html" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News 2</a></p>
640      </div>
641    </div>
642
643    <div class="bibtex-container" id="bibtex-ShiEtAl2025b" style="display: none;">
644      <pre id="bibtex-text-ShiEtAl2025b" class="bibtex-text">@article{ShiEtAl2025b,
645  author = {Shi, Q. and Williams, E. F. and Lipovsky, B. P. and Denolle, M. A. and Wilcock, W. S. D. and Kelley, D. S. and Schoedl, K.},
646  title = {Multiplexed Distributed Acoustic Sensing Offshore Central Oregon},
647  journal = {Seismological Research Letters},
648  volume = {96},
649  number = {2A},
650  pages = {784--800},
651  year = {2025},
652  doi = {10.1785/0220240460},
653  note = {UW News \url{https://www.washington.edu/news/2025/07/24/seismologists-use-fiber-optic-cables-to-study-offshore-faults/}, \url{https://phys.org/news/2025-07-ai-fiber-optics-reveal-hidden.html}}
654}
655</pre>
656      <p><button class="copy-btn" onclick="copyBibtex('ShiEtAl2025b')"><i class="fas fa-copy"></i> Copy citation</button></p>
657    </div>
658
659    <p class="pub-tags">
660    Research areas: 
661  <br />
662    <a href="/research/#offshore" class="pub-tag">offshore</a>
663  <br />
664  </p>
665
666  </div>
667
668  <div class="pub-item">
669    <p class="pub-title">Ambient field seismology in critical zone hydrological sciences</p>
670    <p class="pub-authors">Denolle,  Marine A., Shi,  Qibin, Clements,  Tim, Viens,  Lo"\ic, Rodriguez-Tribaldos,  Veronica, Cotton,  Fabrice</p>
671    <p class="pub-journal">Comptes Rendus. G'eoscience, 357, pp 425–451 (2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.5802/crgeos.310" target="_blank">10.5802/crgeos.310</a></span></p>
672    <div class="pub-links-container">
673      <div class="pub-links">
674
675        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Denolle25b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
676
677      </div>
678    </div>
679
680    <div class="bibtex-container" id="bibtex-Denolle25b" style="display: none;">
681      <pre id="bibtex-text-Denolle25b" class="bibtex-text">@article{Denolle25b,
682  author = {Denolle, Marine A. and Shi, Qibin and Clements, Tim and Viens, Lo{\"\i}c and Rodriguez-Tribaldos, Veronica and Cotton, Fabrice},
683  title = {Ambient field seismology in critical zone hydrological sciences},
684  journal = {Comptes Rendus. G\'eoscience},
685  pages = {425--451},
686  year = {2025},
687  publisher = {Acad\'emie des sciences, Paris},
688  volume = {357},
689  doi = {10.5802/crgeos.310},
690  language = {en}
691}
692</pre>
693      <p><button class="copy-btn" onclick="copyBibtex('Denolle25b')"><i class="fas fa-copy"></i> Copy citation</button></p>
694    </div>
695
696    <p class="pub-tags">
697    Research areas: 
698  <br />
699    <a href="/research/#environment" class="pub-tag">environment</a>
700  <br />
701  </p>
702
703  </div>
704
705  <div class="pub-item">
706    <p class="pub-title">Denoising Offshore Distributed Acoustic Sensing Using Masked Auto-Encoders to Enhance Earthquake Detection</p>
707    <p class="pub-authors">Shi,  Q., Denolle,  M. A., Ni,  Y., Williams,  E. F., You,  N.</p>
708    <p class="pub-journal">JGR: Solid Earth, 130, pp e2024JB029728 (2025) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2024JB029728" target="_blank">10.1029/2024JB029728</a></span></p>
709    <div class="pub-links-container">
710      <div class="pub-links">
711
712        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ShiEtAl2025a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
713
714      </div>
715    </div>
716
717    <div class="bibtex-container" id="bibtex-ShiEtAl2025a" style="display: none;">
718      <pre id="bibtex-text-ShiEtAl2025a" class="bibtex-text">@article{ShiEtAl2025a,
719  author = {Shi, Q. and Denolle, M. A. and Ni, Y. and Williams, E. F. and You, N.},
720  title = {Denoising Offshore Distributed Acoustic Sensing Using Masked Auto-Encoders to Enhance Earthquake Detection},
721  journal = {JGR: Solid Earth},
722  volume = {130},
723  pages = {e2024JB029728},
724  year = {2025},
725  doi = {10.1029/2024JB029728}
726}
727</pre>
728      <p><button class="copy-btn" onclick="copyBibtex('ShiEtAl2025a')"><i class="fas fa-copy"></i> Copy citation</button></p>
729    </div>
730
731    <p class="pub-tags">
732    Research areas: 
733  <br />
734    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
735  <br />
736    <a href="/research/#offshore" class="pub-tag">offshore</a>
737  <br />
738    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
739  <br />
740  </p>
741
742  </div>
743
744  <div class="pub-item">
745    <p class="pub-title">Impact of Temperature and Relative Humidity Variations on Coda Waves in Concrete</p>
746    <p class="pub-authors">Diewald,  F., Denolle,  M., Timothy,  J. J., Gehlen,  C.</p>
747    <p class="pub-journal">Scientific Reports, 14, pp 18861 (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1038/s41598-024-69564-4" target="_blank">10.1038/s41598-024-69564-4</a></span></p>
748    <div class="pub-links-container">
749      <div class="pub-links">
750
751        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DiewaldEtAl2024')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
752
753      </div>
754    </div>
755
756    <div class="bibtex-container" id="bibtex-DiewaldEtAl2024" style="display: none;">
757      <pre id="bibtex-text-DiewaldEtAl2024" class="bibtex-text">@article{DiewaldEtAl2024,
758  author = {Diewald, F. and Denolle, M. and Timothy, J. J. and Gehlen, C.},
759  title = {Impact of Temperature and Relative Humidity Variations on Coda Waves in Concrete},
760  journal = {Scientific Reports},
761  volume = {14},
762  pages = {18861},
763  year = {2024},
764  doi = {10.1038/s41598-024-69564-4}
765}
766</pre>
767      <p><button class="copy-btn" onclick="copyBibtex('DiewaldEtAl2024')"><i class="fas fa-copy"></i> Copy citation</button></p>
768    </div>
769
770    <p class="pub-tags">
771    Research areas: 
772  <br />
773    <a href="/research/#environment" class="pub-tag">environment</a>
774  <br />
775  </p>
776
777  </div>
778
779  <div class="pub-item">
780    <p class="pub-title">Wavefield reconstruction of distributed acoustic sensing: Lossy compression, wavefield separation, and edge computing</p>
781    <p class="pub-authors">Ni,  Y., Denolle,  M. A., Shi,  Q., Lipovsky,  B. P., Pan,  S., Kutz,  J. N.</p>
782    <p class="pub-journal">Journal of Geophysical Research: Machine Learning and Computation, 1, pp e2024JH000247 (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2024JH000247" target="_blank">10.1029/2024JH000247</a></span></p>
783    <div class="pub-links-container">
784      <div class="pub-links">
785
786        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('NiEtAl2024a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
787
788      </div>
789    </div>
790
791    <div class="bibtex-container" id="bibtex-NiEtAl2024a" style="display: none;">
792      <pre id="bibtex-text-NiEtAl2024a" class="bibtex-text">@article{NiEtAl2024a,
793  author = {Ni, Y. and Denolle, M. A. and Shi, Q. and Lipovsky, B. P. and Pan, S. and Kutz, J. N.},
794  title = {Wavefield reconstruction of distributed acoustic sensing: Lossy compression, wavefield separation, and edge computing},
795  journal = {Journal of Geophysical Research: Machine Learning and Computation},
796  volume = {1},
797  pages = {e2024JH000247},
798  year = {2024},
799  doi = {10.1029/2024JH000247}
800}
801</pre>
802      <p><button class="copy-btn" onclick="copyBibtex('NiEtAl2024a')"><i class="fas fa-copy"></i> Copy citation</button></p>
803    </div>
804
805    <p class="pub-tags">
806    Research areas: 
807  <br />
808    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
809  <br />
810  </p>
811
812  </div>
813
814  <div class="pub-item">
815    <p class="pub-title">Analysing Volcanic, Tectonic, and Environmental Influences on the Seismic Velocity from 25 Years of Data at Mount St. Helens</p>
816    <p class="pub-authors">Makus,  P., Denolle,  M. A., Sens-Schonfelder,  C., Kopfli,  M., Tilmann,  F.</p>
817    <p class="pub-journal">Seismological Research Letters, 95(5), pp 2674–2688 (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220240088" target="_blank">10.1785/0220240088</a></span></p>
818    <div class="pub-links-container">
819      <div class="pub-links">
820
821        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('MakusEtAl2024')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
822
823      </div>
824    </div>
825
826    <div class="bibtex-container" id="bibtex-MakusEtAl2024" style="display: none;">
827      <pre id="bibtex-text-MakusEtAl2024" class="bibtex-text">@article{MakusEtAl2024,
828  author = {Makus, P. and Denolle, M. A. and Sens-Sch{\"o}nfelder, C. and K{\"o}pfli, M. and Tilmann, F.},
829  title = {Analysing Volcanic, Tectonic, and Environmental Influences on the Seismic Velocity from 25 Years of Data at Mount St. Helens},
830  journal = {Seismological Research Letters},
831  volume = {95},
832  number = {5},
833  pages = {2674--2688},
834  year = {2024},
835  doi = {10.1785/0220240088}
836}
837</pre>
838      <p><button class="copy-btn" onclick="copyBibtex('MakusEtAl2024')"><i class="fas fa-copy"></i> Copy citation</button></p>
839    </div>
840
841    <p class="pub-tags">
842    Research areas: 
843  <br />
844    <a href="/research/#environment" class="pub-tag">environment</a>
845  <br />
846  </p>
847
848  </div>
849
850  <div class="pub-item">
851    <p class="pub-title">Examining 22 Years of Ambient Seismic Wavefield at Mount St. Helens</p>
852    <p class="pub-authors">Kopli,  M., Denolle,  M. A., Thelen,  W., Makus,  P., Malone,  S.</p>
853    <p class="pub-journal">Seismological Research Letters, 95(5), pp 2622–2636 (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220240079" target="_blank">10.1785/0220240079</a></span></p>
854    <div class="pub-links-container">
855      <div class="pub-links">
856
857        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('KoepliEtAl2024')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
858
859      </div>
860    </div>
861
862    <div class="bibtex-container" id="bibtex-KoepliEtAl2024" style="display: none;">
863      <pre id="bibtex-text-KoepliEtAl2024" class="bibtex-text">@article{KoepliEtAl2024,
864  author = {K{\"o}pli, M. and Denolle, M. A. and Thelen, W. and Makus, P. and Malone, S.},
865  title = {Examining 22 Years of Ambient Seismic Wavefield at Mount St. Helens},
866  journal = {Seismological Research Letters},
867  volume = {95},
868  number = {5},
869  pages = {2622--2636},
870  year = {2024},
871  doi = {10.1785/0220240079}
872}
873</pre>
874      <p><button class="copy-btn" onclick="copyBibtex('KoepliEtAl2024')"><i class="fas fa-copy"></i> Copy citation</button></p>
875    </div>
876
877    <p class="pub-tags">
878    Research areas: 
879  <br />
880    <a href="/research/#environment" class="pub-tag">environment</a>
881  <br />
882  </p>
883
884  </div>
885
886  <div class="pub-item">
887    <p class="pub-title">Monitoring velocity change over 20 years at Parkfield</p>
888    <p class="pub-authors">Okubo,  K., Delbridge,  B., Denolle,  M.</p>
889    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 129, pp e2023JB028084 (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2023JB028084" target="_blank">10.1029/2023JB028084</a></span></p>
890    <div class="pub-links-container">
891      <div class="pub-links">
892
893        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('OkuboEtAl2024')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
894
895      </div>
896    </div>
897
898    <div class="bibtex-container" id="bibtex-OkuboEtAl2024" style="display: none;">
899      <pre id="bibtex-text-OkuboEtAl2024" class="bibtex-text">@article{OkuboEtAl2024,
900  author = {Okubo, K. and Delbridge, B. and Denolle, M.},
901  title = {Monitoring velocity change over 20 years at Parkfield},
902  journal = {Journal of Geophysical Research: Solid Earth},
903  volume = {129},
904  pages = {e2023JB028084},
905  year = {2024},
906  doi = {10.1029/2023JB028084}
907}
908</pre>
909      <p><button class="copy-btn" onclick="copyBibtex('OkuboEtAl2024')"><i class="fas fa-copy"></i> Copy citation</button></p>
910    </div>
911
912    <p class="pub-tags">
913    Research areas: 
914  <br />
915    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
916  <br />
917  </p>
918
919  </div>
920
921  <div class="pub-item">
922    <p class="pub-title">Extended crack propagation by local nucleation and rapid transverse expansion</p>
923    <p class="pub-authors">Cochard,  T., Svetlizky,  I., Albertini,  G., Viesca,  R. C., Rubinstein,  S. M., Spaepen,  F., Yuan,  C., Denolle,  M., Song,  Y.-Q., Xiao,  L., Weitz,  D. A.</p>
924    <p class="pub-journal">Nature Physics (2024) <span class="pub-doi">DOI: <a href="https://doi.org/10.1038/s41567-023-02365-0" target="_blank">10.1038/s41567-023-02365-0</a></span></p>
925    <div class="pub-links-container">
926      <div class="pub-links">
927
928        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('CochardEtAl2024')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
929
930      </div>
931    </div>
932
933    <div class="bibtex-container" id="bibtex-CochardEtAl2024" style="display: none;">
934      <pre id="bibtex-text-CochardEtAl2024" class="bibtex-text">@article{CochardEtAl2024,
935  author = {Cochard, T. and Svetlizky, I. and Albertini, G. and Viesca, R. C. and Rubinstein, S. M. and Spaepen, F. and Yuan, C. and Denolle, M. and Song, Y.-Q. and Xiao, L. and Weitz, D. A.},
936  title = {Extended crack propagation by local nucleation and rapid transverse expansion},
937  journal = {Nature Physics},
938  year = {2024},
939  doi = {10.1038/s41567-023-02365-0}
940}
941</pre>
942      <p><button class="copy-btn" onclick="copyBibtex('CochardEtAl2024')"><i class="fas fa-copy"></i> Copy citation</button></p>
943    </div>
944
945    <p class="pub-tags">
946    Research areas: 
947  <br />
948    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
949  <br />
950  </p>
951
952  </div>
953
954  <div class="pub-item">
955    <p class="pub-title">An Object Storage for Distributed Acoustic Sensing</p>
956    <p class="pub-authors">Ni,  Yiyu, Denolle,  Marine A., Fatland,  Rob, Alterman,  Naomi, Lipovsky,  Bradley P., Knuth,  Friedrich</p>
957    <p class="pub-journal">Seismological Research Letters, 95(1), pp 499-511 (Oct 2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220230172" target="_blank">10.1785/0220230172</a></span></p>
958    <div class="pub-links-container">
959      <div class="pub-links">
960        <p><a href="https://doi.org/10.1785/0220230172" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
961
962        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Ni23')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
963
964      </div>
965    </div>
966
967    <div class="bibtex-container" id="bibtex-Ni23" style="display: none;">
968      <pre id="bibtex-text-Ni23" class="bibtex-text">@article{Ni23,
969  author = {Ni, Yiyu and Denolle, Marine A. and Fatland, Rob and Alterman, Naomi and Lipovsky, Bradley P. and Knuth, Friedrich},
970  title = {An Object Storage for Distributed Acoustic Sensing},
971  journal = {Seismological Research Letters},
972  volume = {95},
973  number = {1},
974  pages = {499-511},
975  year = {2023},
976  month = oct,
977  abstract = {Large‐scale processing and dissemination of distributed acoustic sensing (DAS) data are among the greatest computational challenges and opportunities of seismological research today. Current data formats and computing infrastructure are not well‐adapted or user‐friendly for large‐scale processing. We propose an innovative, cloud‐native solution for DAS seismology using the MinIO open‐source object storage framework. We develop data schema for cloud‐optimized data formats—Zarr and TileDB, which we deploy on a local object storage service compatible with the Amazon Web Services (AWS) storage system. We benchmark reading and writing performance for various data schema using canonical use cases in seismology. We test our framework on a local server and AWS. We find much‐improved performance in compute time and memory throughout when using TileDB and Zarr compared to the conventional HDF5 data format. We demonstrate the platform with a computing heavy use case in seismology: ambient noise seismology of DAS data. We process one month of data, pairing all 2089 channels within 24 hr using AWS Batch autoscaling.},
978  issn = {0895-0695},
979  doi = {10.1785/0220230172},
980  url = {https://doi.org/10.1785/0220230172},
981  eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/95/1/499/6201439/srl-2023172.1.pdf},
982  month_numeric = {10}
983}
984</pre>
985      <p><button class="copy-btn" onclick="copyBibtex('Ni23')"><i class="fas fa-copy"></i> Copy citation</button></p>
986    </div>
987
988    <p class="pub-tags">
989    Research areas: 
990  <br />
991    <a href="/research/#environment" class="pub-tag">environment</a>
992  <br />
993    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
994  <br />
995  </p>
996
997  </div>
998
999  <div class="pub-item">
1000    <p class="pub-title">Probing environmental and tectonic changes underneath Ciudad de M'exico with the urban seismic field</p>
1001    <p class="pub-authors">Ermert,  L., Cabral-Cano,  E., Chaussard,  E., Solano-Rojas,  D., Quintanar,  L., Morales Padilla,  D., Fernandez-Torres,  E. A., Denolle,  M. A.</p>
1002    <p class="pub-journal">Solid Earth (EGU) (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.5194/egusphere-2022-1361" target="_blank">10.5194/egusphere-2022-1361</a></span></p>
1003    <div class="pub-links-container">
1004      <div class="pub-links">
1005
1006        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ErmertEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1007
1008      </div>
1009    </div>
1010
1011    <div class="bibtex-container" id="bibtex-ErmertEtAl2023" style="display: none;">
1012      <pre id="bibtex-text-ErmertEtAl2023" class="bibtex-text">@article{ErmertEtAl2023,
1013  author = {Ermert, L. and Cabral-Cano, E. and Chaussard, E. and Solano-Rojas, D. and Quintanar, L. and Morales Padilla, D. and Fernandez-Torres, E. A. and Denolle, M. A.},
1014  title = {Probing environmental and tectonic changes underneath Ciudad de M\'exico with the urban seismic field},
1015  journal = {Solid Earth (EGU)},
1016  year = {2023},
1017  doi = {10.5194/egusphere-2022-1361}
1018}
1019</pre>
1020      <p><button class="copy-btn" onclick="copyBibtex('ErmertEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1021    </div>
1022
1023    <p class="pub-tags">
1024    Research areas: 
1025  <br />
1026    <a href="/research/#environment" class="pub-tag">environment</a>
1027  <br />
1028  </p>
1029
1030  </div>
1031
1032  <div class="pub-item">
1033    <p class="pub-title">Discrimination between icequakes and earthquakes in southern Alaska: an exploration of waveform features using random forest algorithm</p>
1034    <p class="pub-authors">Kharita,  A., Denolle,  M., West,  M.</p>
1035    <p class="pub-journal">Geophysical Journal International (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggae106" target="_blank">10.1093/gji/ggae106</a></span></p>
1036    <div class="pub-links-container">
1037      <div class="pub-links">
1038
1039        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('KharitaEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1040
1041      </div>
1042    </div>
1043
1044    <div class="bibtex-container" id="bibtex-KharitaEtAl2023" style="display: none;">
1045      <pre id="bibtex-text-KharitaEtAl2023" class="bibtex-text">@article{KharitaEtAl2023,
1046  author = {Kharita, A. and Denolle, M. and West, M.},
1047  title = {Discrimination between icequakes and earthquakes in southern Alaska: an exploration of waveform features using random forest algorithm},
1048  journal = {Geophysical Journal International},
1049  year = {2023},
1050  doi = {10.1093/gji/ggae106}
1051}
1052</pre>
1053      <p><button class="copy-btn" onclick="copyBibtex('KharitaEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1054    </div>
1055
1056    <p class="pub-tags">
1057    Research areas: 
1058  <br />
1059    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1060  <br />
1061    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
1062  <br />
1063  </p>
1064
1065  </div>
1066
1067  <div class="pub-item">
1068    <p class="pub-title">Ocean Coupling Limits Rupture Velocity of Fastest Observed Ice Shelf Rift Propagation Event</p>
1069    <p class="pub-authors">Olinger,  S., Lipovsky,  B., Denolle,  M.</p>
1070    <p class="pub-journal">AGU Advances, 5, pp e2023AV001023 (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2023AV001023" target="_blank">10.1029/2023AV001023</a></span></p>
1071    <div class="pub-links-container">
1072      <div class="pub-links">
1073
1074        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('OlingerEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1075
1076        <p><a href="https://www.washington.edu/news/2024/02/28/80-mph-speed-record-for-glacier
1076-fracture-helps-reveal-the-physics-of-ice-sheet-collapse/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
1077
1078        <p><a href="https://www.washington.edu/news/2024/02/28/80-mph-speed-record-for-glacier-fracture-helps-reveal-the-physics-of-ice-sheet-collapse/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News , EOS 1</a><a href="https://eos.org/editor-highlights/speed-of-ice-shelf-rifting-controlled-by-ocean-ice-interactions" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News , EOS 2</a></p>
1079      </div>
1080    </div>
1081
1082    <div class="bibtex-container" id="bibtex-OlingerEtAl2023" style="display: none;">
1083      <pre id="bibtex-text-OlingerEtAl2023" class="bibtex-text">@article{OlingerEtAl2023,
1084  author = {Olinger, S. and Lipovsky, B. and Denolle, M.},
1085  title = {Ocean Coupling Limits Rupture Velocity of Fastest Observed Ice Shelf Rift Propagation Event},
1086  journal = {AGU Advances},
1087  volume = {5},
1088  pages = {e2023AV001023},
1089  year = {2023},
1090  doi = {10.1029/2023AV001023},
1091  note = {UW News \url{https://www.washington.edu/news/2024/02/28/80-mph-speed-record-for-glacier-fracture-helps-reveal-the-physics-of-ice-sheet-collapse/}, EOS \url{https://eos.org/editor-highlights/speed-of-ice-shelf-rifting-controlled-by-ocean-ice-interactions}}
1092}
1093</pre>
1094      <p><button class="copy-btn" onclick="copyBibtex('OlingerEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1095    </div>
1096
1097    <p class="pub-tags">
1098    Research areas: 
1099  <br />
1100    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1101  <br />
1102    <a href="/research/#offshore" class="pub-tag">offshore</a>
1103  <br />
1104  </p>
1105
1106  </div>
1107
1108  <div class="pub-item">
1109    <p class="pub-title">Laboratory hydrofracture as analogs to tectonic tremors</p>
1110    <p class="pub-authors">Yuan,  C., Cochard,  T., Denolle,  M., Gomberg,  J., Wech,  A., Xiao,  L., Weitz,  D.</p>
1111    <p class="pub-journal">AGU Advances, 5, pp e2023AV001002 (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2023AV001002" target="_blank">10.1029/2023AV001002</a></span></p>
1112    <div class="pub-links-container">
1113      <div class="pub-links">
1114
1115        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YuanEtAl2023a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1116
1117        <p><a href="https://www.washington.edu/news/2024/01/29/qa-how-slow-slip-earthquakes-may-be-driven-by-deep-hydraulic-fracturing/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
1118
1119        <p><a href="https://www.washington.edu/news/2024/01/29/qa-how-slow-slip-earthquakes-may-be-driven-by-deep-hydraulic-fracturing/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News , EOS 1</a><a href="https://eos.org/research-spotlights/scientists-model-whats-moving-beneath-earths-surface" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW News , EOS 2</a></p>
1120      </div>
1121    </div>
1122
1123    <div class="bibtex-container" id="bibtex-YuanEtAl2023a" style="display: none;">
1124      <pre id="bibtex-text-YuanEtAl2023a" class="bibtex-text">@article{YuanEtAl2023a,
1125  author = {Yuan, C. and Cochard, T. and Denolle, M. and Gomberg, J. and Wech, A. and Xiao, L. and Weitz, D.},
1126  title = {Laboratory hydrofracture as analogs to tectonic tremors},
1127  journal = {AGU Advances},
1128  volume = {5},
1129  pages = {e2023AV001002},
1130  year = {2023},
1131  doi = {10.1029/2023AV001002},
1132  note = {UW News \url{https://www.washington.edu/news/2024/01/29/qa-how-slow-slip-earthquakes-may-be-driven-by-deep-hydraulic-fracturing/}, EOS \url{https://eos.org/research-spotlights/scientists-model-whats-moving-beneath-earths-surface}}
1133}
1134</pre>
1135      <p><button class="copy-btn" onclick="copyBibtex('YuanEtAl2023a')"><i class="fas fa-copy"></i> Copy citation</button></p>
1136    </div>
1137
1138    <p class="pub-tags">
1139    Research areas: 
1140  <br />
1141    <a href="/research/#environment" class="pub-tag">environment</a>
1142  <br />
1143    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1144  <br />
1145  </p>
1146
1147  </div>
1148
1149  <div class="pub-item">
1150    <p class="pub-title">Improved observations of deep earthquake ruptures using machine learning</p>
1151    <p class="pub-authors">Shi,  Q., Denolle,  M.</p>
1152    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 128, pp e2023JB027334 (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2023JB027334" target="_blank">10.1029/2023JB027334</a></span></p>
1153    <div class="pub-links-container">
1154      <div class="pub-links">
1155
1156        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ShiEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1157
1158      </div>
1159    </div>
1160
1161    <div class="bibtex-container" id="bibtex-ShiEtAl2023" style="display: none;">
1162      <pre id="bibtex-text-ShiEtAl2023" class="bibtex-text">@article{ShiEtAl2023,
1163  author = {Shi, Q. and Denolle, M.},
1164  title = {Improved observations of deep earthquake ruptures using machine learning},
1165  journal = {Journal of Geophysical Research: Solid Earth},
1166  volume = {128},
1167  pages = {e2023JB027334},
1168  year = {2023},
1169  doi = {10.1029/2023JB027334}
1170}
1171</pre>
1172      <p><button class="copy-btn" onclick="copyBibtex('ShiEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1173    </div>
1174
1175    <p class="pub-tags">
1176    Research areas: 
1177  <br />
1178    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1179  <br />
1180    <a href="/research/#offshore" class="pub-tag">offshore</a>
1181  <br />
1182    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
1183  <br />
1184  </p>
1185
1186  </div>
1187
1188  <div class="pub-item">
1189    <p class="pub-title">Better Together: Ensemble Learning for Earthquake Detection and Phase Picking</p>
1190    <p class="pub-authors">Yuan,  Congcong, Ni,  Yiyu, Lin,  Youzuo, Denolle,  Marine</p>
1191    <p class="pub-journal">
1191IEEE Transactions on Geoscience and Remote Sensing, 61(), pp 1-17 (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1109/TGRS.2023.3320148" target="_blank">10.1109/TGRS.2023.3320148</a></span></p>
1192    <div class="pub-links-container">
1193      <div class="pub-links">
1194
1195        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YuangEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1196
1197      </div>
1198    </div>
1199
1200    <div class="bibtex-container" id="bibtex-YuangEtAl2023" style="display: none;">
1201      <pre id="bibtex-text-YuangEtAl2023" class="bibtex-text">@article{YuangEtAl2023,
1202  author = {Yuan, Congcong and Ni, Yiyu and Lin, Youzuo and Denolle, Marine},
1203  journal = {IEEE Transactions on Geoscience and Remote Sensing},
1204  title = {Better Together: Ensemble Learning for Earthquake Detection and Phase Picking},
1205  year = {2023},
1206  volume = {61},
1207  number = {},
1208  pages = {1-17},
1209  keywords = {Predictive models;Data models;Earthquakes;Estimation;Training;Ensemble learning;Broadband communication;Deep learning (DL);earthquake detection;ensemble learning;seismic phase picking},
1210  doi = {10.1109/TGRS.2023.3320148}
1211}
1212</pre>
1213      <p><button class="copy-btn" onclick="copyBibtex('YuangEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1214    </div>
1215
1216    <p class="pub-tags">
1217    Research areas: 
1218  <br />
1219    <a href="/research/#Predictive models;Data models;Earthquakes;Estimation;Training;Ensemble learning;Broadband communication;Deep learning (DL);earthquake detection;ensemble learning;seismic phase picking" class="pub-tag">Predictive models;Data models;Earthquakes;Estimation;Training;Ensemble learning;Broadband communication;Deep learning (DL);earthquake detection;ensemble learning;seismic phase picking</a>
1220  <br />
1221  </p>
1222
1223  </div>
1224
1225  <div class="pub-item">
1226    <p class="pub-title">Seismology in the cloud: guidance for the individual researcher</p>
1227    <p class="pub-authors">Krauss,  Z., Ni,  Y., Henderson,  S., Denolle,  M.</p>
1228    <p class="pub-journal">Seismica, 2(2) (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.26443/seismica.v2i2.979" target="_blank">10.26443/seismica.v2i2.979</a></span></p>
1229    <div class="pub-links-container">
1230      <div class="pub-links">
1231
1232        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('KraussEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1233
1234      </div>
1235    </div>
1236
1237    <div class="bibtex-container" id="bibtex-KraussEtAl2023" style="display: none;">
1238      <pre id="bibtex-text-KraussEtAl2023" class="bibtex-text">@article{KraussEtAl2023,
1239  author = {Krauss, Z. and Ni, Y. and Henderson, S. and Denolle, M.},
1240  title = {Seismology in the cloud: guidance for the individual researcher},
1241  journal = {Seismica},
1242  volume = {2},
1243  number = {2},
1244  year = {2023},
1245  doi = {10.26443/seismica.v2i2.979}
1246}
1247</pre>
1248      <p><button class="copy-btn" onclick="copyBibtex('KraussEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1249    </div>
1250
1251  </div>
1252
1253  <div class="pub-item">
1254    <p class="pub-title">Curated Pacific Northwest AI-ready Seismic Dataset</p>
1255    <p class="pub-authors">Ni,  Y., Hutko,  A., Skene,  F., Denolle,  M., Malone,  S., Bodin,  P., Hartog,  R., Wright,  A.</p>
1256    <p class="pub-journal">Seismica, 2(1) (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.26443/seismica.v2i1.368" target="_blank">10.26443/seismica.v2i1.368</a></span></p>
1257    <div class="pub-links-container">
1258      <div class="pub-links">
1259
1260        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('NiEtAl2023a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1261
1262      </div>
1263    </div>
1264
1265    <div class="bibtex-container" id="bibtex-NiEtAl2023a" style="display: none;">
1266      <pre id="bibtex-text-NiEtAl2023a" class="bibtex-text">@article{NiEtAl2023a,
1267  author = {Ni, Y. and Hutko, A. and Skene, F. and Denolle, M. and Malone, S. and Bodin, P. and Hartog, R. and Wright, A.},
1268  title = {Curated Pacific Northwest AI-ready Seismic Dataset},
1269  journal = {Seismica},
1270  volume = {2},
1271  number = {1},
1272  year = {2023},
1273  doi = {10.26443/seismica.v2i1.368}
1274}
1275</pre>
1276      <p><button class="copy-btn" onclick="copyBibtex('NiEtAl2023a')"><i class="fas fa-copy"></i> Copy citation</button></p>
1277    </div>
1278
1279    <p class="pub-tags">
1280    Research areas: 
1281  <br />
1282    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
1283  <br />
1284  </p>
1285
1286  </div>
1287
1288  <div class="pub-item">
1289    <p class="pub-title">The Seismic Signature of California’s Earthquakes, Droughts, and Floods</p>
1290    <p class="pub-authors">Clements,  T., Denolle,  M. A.</p>
1291    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 128(1), pp e2022JB025553 (2023) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2022JB025553" target="_blank">10.1029/2022JB025553</a></span></p>
1292    <div class="pub-links-container">
1293      <div class="pub-links">
1294
1295        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ClementsEtAl2023')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1296
1297      </div>
1298    </div>
1299
1300    <div class="bibtex-container" id="bibtex-ClementsEtAl2023" style="display: none;">
1301      <pre id="bibtex-text-ClementsEtAl2023" class="bibtex-text">@article{ClementsEtAl2023,
1302  author = {Clements, T. and Denolle, M. A.},
1303  title = {The Seismic Signature of California's Earthquakes, Droughts, and Floods},
1304  journal = {Journal of Geophysical Research: Solid Earth},
1305  volume = {128},
1306  number = {1},
1307  pages = {e2022JB025553},
1308  year = {2023},
1309  doi = {10.1029/2022JB025553}
1310}
1311</pre>
1312      <p><button class="copy-btn" onclick="copyBibtex('ClementsEtAl2023')"><i class="fas fa-copy"></i> Copy citation</button></p>
1313    </div>
1314
1315    <p class="pub-tags">
1316    Research areas: 
1317  <br />
1318    <a href="/research/#environment" class="pub-tag">environment</a>
1319  <br />
1320    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1321  <br />
1322  </p>
1323
1324  </div>
1325
1326  <div class="pub-item">
1327    <p class="pub-title">Tracking the Cracking: a Holistic Analysis of Rapid Ice Shelf Fracture Using Seismology, Geodesy, and Satellite Imagery on the Pine Island Glacier Ice Shelf, West Antarctica</p>
1328    <p class="pub-authors">Olinger,  S. D., Lipovsky,  B. P., Denolle,  M. A., Crowell,  B. W.</p>
1329    <p class="pub-journal">Geophysical Research Letters, pp e2021GL097604 (2022) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2021GL097604" target="_blank">10.1029/2021GL097604</a></span></p>
1330    <div class="pub-links-container">
1331      <div class="pub-links">
1332
1333        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('OlingerEtAl2022b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1334
1335      </div>
1336    </div>
1337
1338    <div class="bibtex-container" id="bibtex-OlingerEtAl2022b" style="display: none;">
1339      <pre id="bibtex-text-OlingerEtAl2022b" class="bibtex-text">@article{OlingerEtAl2022b,
1340  author = {Olinger, S. D. and Lipovsky, B. P. and Denolle, M. A. and Crowell, B. W.},
1341  title = {Tracking the Cracking: a Holistic Analysis of Rapid Ice Shelf Fracture Using Seismology, Geodesy, and Satellite Imagery on the Pine Island Glacier Ice Shelf, West Antarctica},
1342  journal = {Geophysical Research Letters},
1343  pages = {e2021GL097604},
1344  year = {2022},
1345  doi = {10.1029/2021GL097604}
1346}
1347</pre>
1348      <p><button class="copy-btn" onclick="copyBibtex('OlingerEtAl2022b')"><i class="fas fa-copy"></i> Copy citation</button></p>
1349    </div>
1350
1351    <p class="pub-tags">
1352    Research areas: 
1353  <br />
1354    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1355  <br />
1356  </p>
1357
1358  </div>
1359
1360  <div class="pub-item">
1361    <p class="pub-title">A multitask encoder–decoder to separate earthquake and ambient noise signal in seismograms</p>
1362    <p class="pub-authors">Yin,  J., Denolle,  M. A., He,  B.</p>
1363    <p class="pub-journal">Geophysical Journal International, 231(3), pp 1806–1822 (2022) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggac290" target="_blank">10.1093/gji/ggac290</a></span></p>
1364    <div class="pub-links-container">
1365      <div class="pub-links">
1366
1367        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YinEtAl2022')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1368
1369      </div>
1370    </div>
1371
1372    <div class="bibtex-container" id="bibtex-YinEtAl2022" style="display: none;">
1373      <pre id="bibtex-text-YinEtAl2022" class="bibtex-text">@article{YinEtAl2022,
1374  author = {Yin, J. and Denolle, M. A. and He, B.},
1375  title = {A multitask encoder--decoder to separate earthquake and ambient noise signal in seismograms},
1376  journal = {Geophysical Journal International},
1377  volume = {231},
1378  number = {3},
1379  pages = {1806--1822},
1380  year = {2022},
1381  doi = {10.1093/gji/ggac290}
1382}
1383</pre>
1384      <p><button class="copy-btn" onclick="copyBibtex('YinEtAl2022')"><i class="fas fa-copy"></i> Copy citation</button></p>
1385    </div>
1386
1387    <p class="pub-tags">
1388    Research areas: 
1389  <br />
1390    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1391  <br />
1392  </p>
1393
1394  </div>
1395
1396  <div class="pub-item">
1397    <p class="pub-title">Pronounced Seismic Anisotropy in Kanto Sedimentary Basin: A Case Study of Using Dense Arrays, Ambient Noise Seismology, and Multi-Modal Surface-Wave Imaging</p>
1398    <p class="pub-authors">Jiang,  C., Denolle,  M. A.</p>
1399    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 127(8), pp e2022JB024613 (2
1399022) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2022JB024613" target="_blank">10.1029/2022JB024613</a></span></p>
1400    <div class="pub-links-container">
1401      <div class="pub-links">
1402
1403        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('JiangEtAl2022')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1404
1405      </div>
1406    </div>
1407
1408    <div class="bibtex-container" id="bibtex-JiangEtAl2022" style="display: none;">
1409      <pre id="bibtex-text-JiangEtAl2022" class="bibtex-text">@article{JiangEtAl2022,
1410  author = {Jiang, C. and Denolle, M. A.},
1411  title = {Pronounced Seismic Anisotropy in Kanto Sedimentary Basin: A Case Study of Using Dense Arrays, Ambient Noise Seismology, and Multi-Modal Surface-Wave Imaging},
1412  journal = {Journal of Geophysical Research: Solid Earth},
1413  volume = {127},
1414  number = {8},
1415  pages = {e2022JB024613},
1416  year = {2022},
1417  doi = {10.1029/2022JB024613}
1418}
1419</pre>
1420      <p><button class="copy-btn" onclick="copyBibtex('JiangEtAl2022')"><i class="fas fa-copy"></i> Copy citation</button></p>
1421    </div>
1422
1423    <p class="pub-tags">
1424    Research areas: 
1425  <br />
1426    <a href="/research/#environment" class="pub-tag">environment</a>
1427  <br />
1428    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1429  <br />
1430  </p>
1431
1432  </div>
1433
1434  <div class="pub-item">
1435    <p class="pub-title">Imaging the Kanto Basin seismic basement with earthquake and noise autocorrelation functions</p>
1436    <p class="pub-authors">Viens,  L., Jiang,  C., Denolle,  M. A.</p>
1437    <p class="pub-journal">Geophysical Journal International, 230(2), pp 1080–1091 (2022) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggac101" target="_blank">10.1093/gji/ggac101</a></span></p>
1438    <div class="pub-links-container">
1439      <div class="pub-links">
1440
1441        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ViensEtAl2022')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1442
1443      </div>
1444    </div>
1445
1446    <div class="bibtex-container" id="bibtex-ViensEtAl2022" style="display: none;">
1447      <pre id="bibtex-text-ViensEtAl2022" class="bibtex-text">@article{ViensEtAl2022,
1448  author = {Viens, L. and Jiang, C. and Denolle, M. A.},
1449  title = {Imaging the Kanto Basin seismic basement with earthquake and noise autocorrelation functions},
1450  journal = {Geophysical Journal International},
1451  volume = {230},
1452  number = {2},
1453  pages = {1080--1091},
1454  year = {2022},
1455  doi = {10.1093/gji/ggac101}
1456}
1457</pre>
1458      <p><button class="copy-btn" onclick="copyBibtex('ViensEtAl2022')"><i class="fas fa-copy"></i> Copy citation</button></p>
1459    </div>
1460
1461    <p class="pub-tags">
1462    Research areas: 
1463  <br />
1464    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1465  <br />
1466  </p>
1467
1468  </div>
1469
1470  <div class="pub-item">
1471    <p class="pub-title">Detecting Elevated Pore Pressure due to Wastewater Injection Using Ambient Noise Monitoring</p>
1472    <p class="pub-authors">Yang,  Z., Yuan,  C., Denolle,  M. A.</p>
1473    <p class="pub-journal">The Seismic Record, 2(1), pp 38–49 (2022) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0320210036" target="_blank">10.1785/0320210036</a></span></p>
1474    <div class="pub-links-container">
1475      <div class="pub-links">
1476
1477        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YangEtAl2022')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1478
1479      </div>
1480    </div>
1481
1482    <div class="bibtex-container" id="bibtex-YangEtAl2022" style="display: none;">
1483      <pre id="bibtex-text-YangEtAl2022" class="bibtex-text">@article{YangEtAl2022,
1484  author = {Yang, Z. and Yuan, C. and Denolle, M. A.},
1485  title = {Detecting Elevated Pore Pressure due to Wastewater Injection Using Ambient Noise Monitoring},
1486  journal = {The Seismic Record},
1487  volume = {2},
1488  number = {1},
1489  pages = {38--49},
1490  year = {2022},
1491  doi = {10.1785/0320210036}
1492}
1493</pre>
1494      <p><button class="copy-btn" onclick="copyBibtex('YangEtAl2022')"><i class="fas fa-copy"></i> Copy citation</button></p>
1495    </div>
1496
1497  </div>
1498
1499  <div class="pub-item">
1500    <p class="pub-title">Comparing approaches to measuring seismic phase variations in the time, frequency, and wavelet domains</p>
1501    <p class="pub-authors">Yuan,  C., Bryan,  J., Denolle,  M. A.</p>
1502    <p class="pub-journal">Geophysical Journal International, 226(2), pp 828–846 (2021) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggab140" target="_blank">10.1093/gji/ggab140</a></span></p>
1503    <div class="pub-links-container">
1504      <div class="pub-links">
1505
1506        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YuanEtAl2021')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1507
1508      </div>
1509    </div>
1510
1511    <div class="bibtex-container" id="bibtex-YuanEtAl2021" style="display: none;">
1512      <pre id="bibtex-text-YuanEtAl2021" class="bibtex-text">@article{YuanEtAl2021,
1513  author = {Yuan, C. and Bryan, J. and Denolle, M. A.},
1514  title = {Comparing approaches to measuring seismic phase variations in the time, frequency, and wavelet domains},
1515  journal = {Geophysical Journal International},
1516  volume = {226},
1517  number = {2},
1518  pages = {828--846},
1519  year = {2021},
1520  doi = {10.1093/gji/ggab140}
1521}
1522</pre>
1523      <p><button class="copy-btn" onclick="copyBibtex('YuanEtAl2021')"><i class="fas fa-copy"></i> Copy citation</button></p>
1524    </div>
1525
1526  </div>
1527
1528  <div class="pub-item">
1529    <p class="pub-title">Source time function clustering reveals patterns in earthquake dynamics</p>
1530    <p class="pub-authors">Yin,  J., Li,  Z., Denolle,  M. A.</p>
1531    <p class="pub-journal">Seismological Research Letters, 92(4), pp 2343–2353 (2021) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220200403" target="_blank">10.1785/0220200403</a></span></p>
1532    <div class="pub-links-container">
1533      <div class="pub-links">
1534
1535        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YinEtAl2021b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1536
1537      </div>
1538    </div>
1539
1540    <div class="bibtex-container" id="bibtex-YinEtAl2021b" style="display: none;">
1541      <pre id="bibtex-text-YinEtAl2021b" class="bibtex-text">@article{YinEtAl2021b,
1542  author = {Yin, J. and Li, Z. and Denolle, M. A.},
1543  title = {Source time function clustering reveals patterns in earthquake dynamics},
1544  journal = {Seismological Research Letters},
1545  volume = {92},
1546  number = {4},
1547  pages = {2343--2353},
1548  year = {2021},
1549  doi = {10.1785/0220200403}
1550}
1551</pre>
1552      <p><button class="copy-btn" onclick="copyBibtex('YinEtAl2021b')"><i class="fas fa-copy"></i> Copy citation</button></p>
1553    </div>
1554
1555    <p class="pub-tags">
1556    Research areas: 
1557  <br />
1558    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1559  <br />
1560  </p>
1561
1562  </div>
1563
1564  <div class="pub-item">
1565    <p class="pub-title">SeisNoise.jl: Ambient Seismic Noise Cross Correlation on the CPU and GPU in Julia</p>
1566    <p class="pub-authors">Clements,  T., Denolle,  M. A.</p>
1567    <p class="pub-journal">Seismological Research Letters, 92(1), pp 517–527 (2021) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220200192" target="_blank">10.1785/0220200192</a></span></p>
1568    <div class="pub-links-container">
1569      <div class="pub-links">
1570
1571        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ClementsEtAl2021')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1572
1573      </div>
1574    </div>
1575
1576    <div class="bibtex-container" id="bibtex-ClementsEtAl2021" style="display: none;">
1577      <pre id="bibtex-text-ClementsEtAl2021" class="bibtex-text">@article{ClementsEtAl2021,
1578  author = {Clements, T. and Denolle, M. A.},
1579  title = {{SeisNoise.jl}: Ambient Seismic Noise Cross Correlation on the {CPU} and {GPU} in {Julia}},
1580  journal = {Seismological Research Letters},
1581  volume = {92},
1582  number = {1},
1583  pages = {517--527},
1584  year = {2021},
1585  doi = {10.1785/0220200192}
1586}
1587</pre>
1588      <p><button class="copy-btn" onclick="copyBibtex('ClementsEtAl2021')"><i class="fas fa-copy"></i> Copy citation</button></p>
1589    </div>
1590
1591  </div>
1592
1593  <div class="pub-item">
1594    <p class="pub-title">The Earth’s Surface Controls the Depth-Dependent Seismic Radiation of Megathrust Earthquakes</p>
1595    <p class="pub-authors">Yin,  J., Denolle,  M. A.</p>
1596    <p class="pub-journal">AGU Advances, 2(3), pp e2021AV000413 (2021) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2021AV000413" target="_blank">10.1029/2021AV000413</a></span></p>
1597    <div class="pub-links-container">
1598      <div class="pub-links">
1599
1600        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YinEtAl2021')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1601
1602        <p><a href="https://eos.org/editor-highlights/the-highs-and-the-lows-of-megathrust-earthquakes" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
1603
1604        <p><a href="https://eos.org/editor-highlights/the-highs-and-the-lows-of-megathrust-earthquakes" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Editor Highlights</a></p>
1605      </div>
1606    </div>
1607
1608    <div class="bibtex-container" id="bibtex-YinEtAl2021" style="display: none;">
1609      <pre id="bibtex-text-YinEtAl2021" class="bibtex-text">@article{YinEtAl2021,
1610  author = {Yin, J. and Denolle, M. A.},
1611  title = {The Earth's Surface Controls the Depth-Dependent Seismic Radiation of Megathrust Earthquakes},
1612  journal = {AGU Advances},
1613  volume = {2},
1614  number = {3},
1615  notes = {Editor Highlights https://eos.org/editor-highlights/the-highs-and-the-lows-of-megathrust-earthquakes},
1616  pages = {e2021AV000413},
1617  year = {2021},
1618  doi = {10.1029/2021AV000413}
1619}
1620</pre>
1621      <p><button class="copy-btn" onclick="copyBibtex('YinEtAl2021')"><i class="fas fa-copy"></i> Copy citation</button></p>
1622    </div>
1623
1624    <p class="pub-tags">
1625    Research areas: 
1626  <br />
1627    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1628  <br />
1629  </p>
1630
1631  </div>
1632
1633  <div class="pub-item">
1634    <p class="pub-title">Quiet Anthropocene, quiet Earth</p>
1635    <p class="pub-authors">Denolle,  M. A., Nissen-Meyer,  T.</p>
1636    <p class="pub-journal">Science, 369(6509), pp 1299–1300 (2020) <span class="pub-doi">DOI: <a href="https://doi.org/10.1126/science.abd8358" target="_blank">10.1126/science.abd8358</a></span></p>
1637    <div class="pub-links-container">
1638      <div class="pub-links">
1639
1640        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleNisse
1640nMeyer2020')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1641
1642      </div>
1643    </div>
1644
1645    <div class="bibtex-container" id="bibtex-DenolleNissenMeyer2020" style="display: none;">
1646      <pre id="bibtex-text-DenolleNissenMeyer2020" class="bibtex-text">@article{DenolleNissenMeyer2020,
1647  author = {Denolle, M. A. and Nissen-Meyer, T.},
1648  title = {Quiet Anthropocene, quiet Earth},
1649  journal = {Science},
1650  volume = {369},
1651  number = {6509},
1652  pages = {1299--1300},
1653  year = {2020},
1654  doi = {10.1126/science.abd8358}
1655}
1656</pre>
1657      <p><button class="copy-btn" onclick="copyBibtex('DenolleNissenMeyer2020')"><i class="fas fa-copy"></i> Copy citation</button></p>
1658    </div>
1659
1660  </div>
1661
1662  <div class="pub-item">
1663    <p class="pub-title">SeisIO: A Fast, Efficient Geophysical Data Architecture for the Julia Language</p>
1664    <p class="pub-authors">Jones,  J. P., Okubo,  K., Clements,  T., Denolle,  M. A.</p>
1665    <p class="pub-journal">Seismological Research Letters, 91, pp 2368–2377 (2020) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220190295" target="_blank">10.1785/0220190295</a></span></p>
1666    <div class="pub-links-container">
1667      <div class="pub-links">
1668
1669        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('JonesEtAl2020')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1670
1671      </div>
1672    </div>
1673
1674    <div class="bibtex-container" id="bibtex-JonesEtAl2020" style="display: none;">
1675      <pre id="bibtex-text-JonesEtAl2020" class="bibtex-text">@article{JonesEtAl2020,
1676  author = {Jones, J. P. and Okubo, K. and Clements, T. and Denolle, M. A.},
1677  title = {{SeisIO}: A Fast, Efficient Geophysical Data Architecture for the {Julia} Language},
1678  journal = {Seismological Research Letters},
1679  volume = {91},
1680  pages = {2368--2377},
1681  year = {2020},
1682  doi = {10.1785/0220190295}
1683}
1684</pre>
1685      <p><button class="copy-btn" onclick="copyBibtex('JonesEtAl2020')"><i class="fas fa-copy"></i> Copy citation</button></p>
1686    </div>
1687
1688  </div>
1689
1690  <div class="pub-item">
1691    <p class="pub-title">NoisePy: A new high-performance python tool for ambient-noise seismology</p>
1692    <p class="pub-authors">Jiang,  C., Denolle,  M. A.</p>
1693    <p class="pub-journal">Seismological Research Letters, 91(3), pp 1853–1866 (2020) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0220190364" target="_blank">10.1785/0220190364</a></span></p>
1694    <div class="pub-links-container">
1695      <div class="pub-links">
1696
1697        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('JiangEtAl2020')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1698
1699      </div>
1700    </div>
1701
1702    <div class="bibtex-container" id="bibtex-JiangEtAl2020" style="display: none;">
1703      <pre id="bibtex-text-JiangEtAl2020" class="bibtex-text">@article{JiangEtAl2020,
1704  author = {Jiang, C. and Denolle, M. A.},
1705  title = {{NoisePy}: A new high-performance python tool for ambient-noise seismology},
1706  journal = {Seismological Research Letters},
1707  volume = {91},
1708  number = {3},
1709  pages = {1853--1866},
1710  year = {2020},
1711  doi = {10.1785/0220190364}
1712}
1713</pre>
1714      <p><button class="copy-btn" onclick="copyBibtex('JiangEtAl2020')"><i class="fas fa-copy"></i> Copy citation</button></p>
1715    </div>
1716
1717  </div>
1718
1719  <div class="pub-item">
1720    <p class="pub-title">Relating teleseismic backprojection images to earthquake kinematics</p>
1721    <p class="pub-authors">Yin,  J., Denolle,  M.</p>
1722    <p class="pub-journal">Geophysical Journal International, 217(2), pp 729–747 (2019) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggz048" target="_blank">10.1093/gji/ggz048</a></span></p>
1723    <div class="pub-links-container">
1724      <div class="pub-links">
1725
1726        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YinDenolle2019')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1727
1728      </div>
1729    </div>
1730
1731    <div class="bibtex-container" id="bibtex-YinDenolle2019" style="display: none;">
1732      <pre id="bibtex-text-YinDenolle2019" class="bibtex-text">@article{YinDenolle2019,
1733  author = {Yin, J. and Denolle, M.},
1734  title = {Relating teleseismic backprojection images to earthquake kinematics},
1735  journal = {Geophysical Journal International},
1736  volume = {217},
1737  number = {2},
1738  pages = {729--747},
1739  year = {2019},
1740  doi = {10.1093/gji/ggz048}
1741}
1742</pre>
1743      <p><button class="copy-btn" onclick="copyBibtex('YinDenolle2019')"><i class="fas fa-copy"></i> Copy citation</button></p>
1744    </div>
1745
1746    <p class="pub-tags">
1747    Research areas: 
1748  <br />
1749    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1750  <br />
1751  </p>
1752
1753  </div>
1754
1755  <div class="pub-item">
1756    <p class="pub-title">Earthquakes Within Earthquakes: Patterns in Rupture Complexity</p>
1757    <p class="pub-authors">Danr'e,  P., Yin,  J., Lipovsky,  B., Denolle,  M.</p>
1758    <p class="pub-journal">Geophysical Research Letters, 43(13), pp 7352–7360 (2019) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2019GL083093" target="_blank">10.1029/2019GL083093</a></span></p>
1759    <div class="pub-links-container">
1760      <div class="pub-links">
1761
1762        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DanreEtAl2019')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1763
1764        <p><a href="https://news.harvard.edu/gazette/story/2019/08/early-seismic-waves-hold-the-clue-to-the-power-of-the-main-temblor/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
1765
1766        <p><a href="https://news.harvard.edu/gazette/story/2019/08/early-seismic-waves-hold-the-clue-to-the-power-of-the-main-temblor/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Harvard Gazette</a></p>
1767      </div>
1768    </div>
1769
1770    <div class="bibtex-container" id="bibtex-DanreEtAl2019" style="display: none;">
1771      <pre id="bibtex-text-DanreEtAl2019" class="bibtex-text">@article{DanreEtAl2019,
1772  author = {Danr{\'e}, P. and Yin, J. and Lipovsky, B. and Denolle, M.},
1773  title = {Earthquakes Within Earthquakes: Patterns in Rupture Complexity},
1774  journal = {Geophysical Research Letters},
1775  volume = {43},
1776  number = {13},
1777  pages = {7352--7360},
1778  year = {2019},
1779  doi = {10.1029/2019GL083093},
1780  note = {Harvard Gazette, \url{https://news.harvard.edu/gazette/story/2019/08/early-seismic-waves-hold-the-clue-to-the-power-of-the-main-temblor/}}
1781}
1782</pre>
1783      <p><button class="copy-btn" onclick="copyBibtex('DanreEtAl2019')"><i class="fas fa-copy"></i> Copy citation</button></p>
1784    </div>
1785
1786    <p class="pub-tags">
1787    Research areas: 
1788  <br />
1789    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1790  <br />
1791  </p>
1792
1793  </div>
1794
1795  <div class="pub-item">
1796    <p class="pub-title">Long-period ground motions from past and virtual megathrust earthquakes along the Nankai Trough, Japan</p>
1797    <p class="pub-authors">Viens,  L., Denolle,  M.</p>
1798    <p class="pub-journal">Bulletin of the Seismological Society of America, 109(4), pp 1312–1330 (2019) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0120180320" target="_blank">10.1785/0120180320</a></span></p>
1799    <div class="pub-links-container">
1800      <div class="pub-links">
1801
1802        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ViensDenolle2019')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1803
1804      </div>
1805    </div>
1806
1807    <div class="bibtex-container" id="bibtex-ViensDenolle2019" style="display: none;">
1808      <pre id="bibtex-text-ViensDenolle2019" class="bibtex-text">@article{ViensDenolle2019,
1809  author = {Viens, L. and Denolle, M.},
1810  title = {Long-period ground motions from past and virtual megathrust earthquakes along the Nankai Trough, Japan},
1811  journal = {Bulletin of the Seismological Society of America},
1812  volume = {109},
1813  number = {4},
1814  pages = {1312--1330},
1815  year = {2019},
1816  doi = {10.1785/0120180320}
1817}
1818</pre>
1819      <p><button class="copy-btn" onclick="copyBibtex('ViensDenolle2019')"><i class="fas fa-copy"></i> Copy citation</button></p>
1820    </div>
1821
1822    <p class="pub-tags">
1823    Research areas: 
1824  <br />
1825    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1826  <br />
1827  </p>
1828
1829  </div>
1830
1831  <div class="pub-item">
1832    <p class="pub-title">Energetic Onset of Earthquakes</p>
1833    <p class="pub-authors">Denolle,  M.</p>
1834    <p class="pub-journal">Geophysical Research Letters, 46(5), pp 2458–2466 (2019) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2018GL080687" target="_blank">10.1029/2018GL080687</a></span></p>
1835    <div class="pub-links-container">
1836      <div class="pub-links">
1837
1838        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Denolle2019')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1839
1840      </div>
1841    </div>
1842
1843    <div class="bibtex-container" id="bibtex-Denolle2019" style="display: none;">
1844      <pre id="bibtex-text-Denolle2019" class="bibtex-text">@article{Denolle2019,
1845  author = {Denolle, M.},
1846  title = {Energetic Onset of Earthquakes},
1847  journal = {Geophysical Research Letters},
1848  volume = {46},
1849  number = {5},
1850  pages = {2458--2466},
1851  year = {2019},
1852  doi = {10.1029/2018GL080687}
1853}
1854</pre>
1855      <p><button class="copy-btn" onclick="copyBibtex('Denolle2019')"><i class="fas fa-copy"></i> Copy citation</button></p>
1856    </div>
1857
1858    <p class="pub-tags">
1859    Research areas: 
1860  <br />
1861    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1862  <br />
1863  </p>
1864
1865  </div>
1866
1867  <div class="pub-item">
1868    <p class="pub-title">Geometric Controls on Pulse-like Rupture in a Dynamic Model of the 2015 Gorkha Earthquake</p>
1869    <p class="pub-authors">Wang,  Y., Denolle,  M., Day,  S. M.</p>
1870    <p class="pub-journal">Journal of Geophysical Research, 124(2), pp 1544–1568 (2019) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2018JB016602" target="_blank">10.1029/2018JB016602</a></span></p>
1871    <div class="pub-links-container">
1872      <div class="pub-links">
1873
1874        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('WangEtAl2019')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1875
1876      </div>
1877    </div>
1878
1879    <div class="bibtex-container" id="bibtex-WangEtAl2019" style="display: none;">
1880      <pre id="bibtex-text-WangEtAl2019" class="bibtex-text">@article{WangEtAl2019,
1881  author = {Wang, Y. and Denolle, M. and Day, S. M.},
1882  title = {Geometric Controls on Pulse-like Rupture in a Dynamic Model of the 2015 Gorkha Earthquake},
1883  journal = {Journal of Geophysical Research},
1884  volume = {124},
1885  number = {2},
1886  pages = {1544--1568},
1887  year = {2019},
1888  doi = {10.1029/2018JB016602}
1889}
1890</pre>
1891      <p><button class="copy-btn" onclick="copyBibtex('WangEtAl2019')"><i class="fas fa-copy"></i> Copy citation</button></p>
1892    </div>
1893
1894    <p class="pub-tags">
1895    Research areas: 
1896  <br />
1897    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1898  <br />
1899  </p>
1900
1901  </div>
1902
1903  <div class="pub-item">
1904    <p class="pub-title">Strong Shaking Predicted in Tokyo From an Expected M7+ Itoigawa-Shizuoka Earthquake</p>
1905    <p class="pub-authors">Denolle,  M. A., Bou'e,  P., Hirata,  N., Beroza,  G. C.</p>
1906    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 123(5), pp 3968–3992 (2018)</p>
1907    <div class="pub-links-container">
1908      <div class="pub-links">
1909
1910        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleEtAl2018a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1911
1912      </div>
1913    </div>
1914
1915    <div class="bibtex-container" id="bibtex-DenolleEtAl2018a" style="display: none;">
1916      <pre id="bibtex-text-DenolleEtAl2018a" class="bibtex-text">@article{DenolleEtAl2018a,
1917  author = {Denolle, M. A. and Bou{\'e}, P. and Hirata, N. and Beroza, G. C.},
1918  title = {Strong Shaking Predicted in Tokyo From an Expected M7+ Itoigawa-Shizuoka Earthquake},
1919  journal = {Journal of Geophysical Research: Solid Earth},
1920  volume = {123},
1921  number = {5},
1922  pages = {3968--3992},
1923  year = {2018}
1924}
1925</pre>
1926      <p><button class="copy-btn" onclick="copyBibtex('DenolleEtAl2018a')"><i class="fas fa-copy"></i> Copy citation</button></p>
1927    </div>
1928
1929    <p class="pub-tags">
1930    Research areas: 
1931  <br />
1932    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1933  <br />
1934  </p>
1935
1936  </div>
1937
1938  <div class="pub-item">
1939    <p class="pub-title">Tracking ground water using the ambient seismic field</p>
1940    <p class="pub-authors">Clements,  T., Denolle,  M.</p>
1941    <p class="pub-journal">(User text suggests possible mismatch of volume/issue) Geophysical Research Letters, 123(4), pp 2923–294 (2018) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2018GL077706" target="_blank">10.1029/2018GL077706</a></span></p>
1942    <div class="pub-links-container">
1943      <div class="pub-links">
1944
1945        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ClementsDenolle2018a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1946
1947      </div>
1948    </div>
1949
1950    <div class="bibtex-container" id="bibtex-ClementsDenolle2018a" style="display: none;">
1951      <pre id="bibtex-text-ClementsDenolle2018a" class="bibtex-text">@article{ClementsDenolle2018a,
1952  author = {Clements, T. and Denolle, M.},
1953  title = {Tracking ground water using the ambient seismic field},
1954  journal = {(User text suggests possible mismatch of volume/issue) Geophysical Research Letters},
1955  volume = {123},
1956  number = {4},
1957  pages = {2923--294},
1958  year = {2018},
1959  doi = {10.1029/2018GL077706}
1960}
1961</pre>
1962      <p><button class="copy-btn" onclick="copyBibtex('ClementsDenolle2018a')"><i class="fas fa-copy"></i> Copy citation</button></p>
1963    </div>
1964
1965  </div>
1966
1967  <div class="pub-item">
1968    <p class="pub-title">Complex near-surface rheology inferred from the response of greater Tokyo to strong ground motions</p>
1969    <p class="pub-authors">Viens,  L., Denolle,  M., Hirata,  N., Nakagawa,  S.</p>
1970    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 123(7), pp 5710–5729 (2018)</p>
1971    <div class="pub-links-container">
1972      <div class="pub-links">
1973
1974        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ViensEtAl2018')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
1975
1976      </div>
1977    </div>
1978
1979    <div class="bibtex-container" id="bibtex-ViensEtAl2018" style="display: none;">
1980      <pre id="bibtex-text-ViensEtAl2018" class="bibtex-text">@article{ViensEtAl2018,
1981  author = {Viens, L. and Denolle, M. and Hirata, N. and Nakagawa, S.},
1982  title = {Complex near-surface rheology inferred from the response of greater Tokyo to strong ground motions},
1983  journal = {Journal of Geophysical Research: Solid Earth},
1984  volume = {123},
1985  number = {7},
1986  pages = {5710--5729},
1987  year = {2018}
1988}
1989</pre>
1990      <p><button class="copy-btn" onclick="copyBibtex('ViensEtAl2018')"><i class="fas fa-copy"></i> Copy citation</button></p>
1991    </div>
1992
1993    <p class="pub-tags">
1994    Research areas: 
1995  <br />
1996    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
1997  <br />
1998  </p>
1999
2000  </div>
2001
2002  <div class="pub-item">
2003    <p class="pub-title">Improved model fitting for the empirical Green’s function approach using hierarchical models</p>
2004    <p class="pub-authors">Van Houtte,  C., Denolle,  M.</p>
2005    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 123(4), pp 2923–2942 (2018)</p>
2006    <div class="pub-links-container">
2007      <div class="pub-links">
2008
2009        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('VanHoutteDenolle2018')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2010
2011      </div>
2012    </div>
2013
2014    <div class="bibtex-container" id="bibtex-VanHoutteDenolle2018" style="display: none;">
2015      <pre id="bibtex-text-VanHoutteDenolle2018" class="bibtex-text">@article{VanHoutteDenolle2018,
2016  author = {Van Houtte, C. and Denolle, M.},
2017  title = {Improved model fitting for the empirical Green's function approach using hierarchical models},
2018  journal = {Journal of Geophysical Research: Solid Earth},
2019  volume = {123},
2020  number = {4},
2021  pages = {2923--2942},
2022  year = {2018}
2023}
2024</pre>
2025      <p><button class="copy-btn" onclick="copyBibtex('VanHoutteDenolle2018')"><i class="fas fa-copy"></i> Copy citation</button></p>
2026    </div>
2027
2028  </div>
2029
2030  <div class="pub-item">
2031    <p class="pub-title">Tracking groundwater levels using the ambient seismic field</p>
2032    <p class="pub-authors">Clements,  T., Denolle,  M. A.</p>
2033    <p class="pub-journal">Geophysical Research Letters, 45, pp 6459–6465 (2018) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2018GL077706" target="_blank">10.1029/2018GL077706</a></span></p>
2034    <div class="pub-links-container">
2035      <div class="pub-links">
2036
2037        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ClementsDenolle2018b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2038
2039      </div>
2040    </div>
2041
2042    <div class="bibtex-container" id="bibtex-ClementsDenolle2018b" style="display: none;">
2043      <pre id="bibtex-text-ClementsDenolle2018b" class="bibtex-text">@article{ClementsDenolle2018b,
2044  author = {Clements, T. and Denolle, M. A.},
2045  title = {Tracking groundwater levels using the ambient seismic field},
2046  journal = {Geophysical Research Letters},
2047  volume = {45},
2048  pages = {6459--6465},
2049  year = {2018},
2050  doi = {10.1029/2018GL077706}
2051}
2052</pre>
2053      <p><button class="copy-btn" onclick="copyBibtex('ClementsDenolle2018b')"><i class="fas fa-copy"></i> Copy citation</button></p>
2054    </div>
2055
2056    <p class="pub-tags">
2057    Research areas: 
2058  <br />
2059    <a href="/research/#environment" class="pub-tag">environment</a>
2060  <br />
2061  </p>
2062
2063  </div>
2064
2065  <div class="pub-item">
2066    <p class="pub-title">Convolutional neural network for earthquake detection and location</p>
2067    <p class="pub-authors">Perol,  T., Gharbi,  M., Denolle,  M.</p>
2068    <p class="pub-journal">Science Advances, 4(2), pp e1700578 (2018)</p>
2069    <div class="pub-links-container">
2070      <div class="pub-links">
2071
2072        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('PerolEtAl2018')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2073
2074        <p><a href="https://news.harvard.edu/gazette/story/2018/03/researchers-create-algorithm-to-separate-earthquakes-from-seismic-noise/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
2075
2076        <p><a href="https://news.harvard.edu/gazette/story/2018/03/researchers-create-algorithm-to-separate-earthquakes-from-seismic-noise/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Harvard Gazette</a></p>
2077      </div>
2078    </div>
2079
2080    <div class="bibtex-container" id="bibtex-PerolEtAl2018" style="display: none;">
2081      <pre id="bibtex-text-PerolEtAl2018" class="bibtex-text">@article{PerolEtAl2018,
2082  author = {Perol, T. and Gharbi, M. and Denolle, M.},
2083  title = {Convolutional neural network for earthquake detection and location},
2084  journal = {Science Advances},
2085  volume = {4},
2086  number = {2},
2087  pages = {e1700578},
2088  note = {Harvard Gazette, \url{https://news.harvard.edu/gazette/story/2018/03/researchers-create-algorithm-to-separate-earthquakes-from-seismic-noise/}},
2089  year = {2018}
2090}
2091</pre>
2092      <p><button class="copy-btn" onclick="copyBibtex('PerolEtAl2018')"><i class="fas fa-copy"></i> Copy citation</button></p>
2093    </div>
2094
2095    <p class="pub-tags">
2096    Research areas: 
2097  <br />
2098    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2099  <br />
2100    <a href="/research/#geoscience-ai" class="pub-tag">geoscience-ai</a>
2101  <br />
2102  </p>
2103
2104  </div>
2105
2106  <div class="pub-item">
2107    <p class="pub-title">Spatial and Temporal Evolution of Earthquake Dynamics: Case Study of the Mw 8.3 Illapel Earthquake, Chile</p>
2108    <p class="pub-authors">Yin,  J., Denolle,  M. A., Yao,  H.</p>
2109    <p class="pub-journal">Journal of Geophysical Research: Solid Earth, 123(1), pp 344–367 (2018) <span class="pub-doi">
2109DOI: <a href="https://doi.org/10.1002/2017JB014265" target="_blank">10.1002/2017JB014265</a></span></p>
2110    <div class="pub-links-container">
2111      <div class="pub-links">
2112
2113        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('YinEtAl2018')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2114
2115      </div>
2116    </div>
2117
2118    <div class="bibtex-container" id="bibtex-YinEtAl2018" style="display: none;">
2119      <pre id="bibtex-text-YinEtAl2018" class="bibtex-text">@article{YinEtAl2018,
2120  author = {Yin, J. and Denolle, M. A. and Yao, H.},
2121  title = {Spatial and Temporal Evolution of Earthquake Dynamics: Case Study of the Mw 8.3 Illapel Earthquake, Chile},
2122  journal = {Journal of Geophysical Research: Solid Earth},
2123  volume = {123},
2124  number = {1},
2125  doi = {10.1002/2017JB014265},
2126  pages = {344--367},
2127  year = {2018}
2128}
2129</pre>
2130      <p><button class="copy-btn" onclick="copyBibtex('YinEtAl2018')"><i class="fas fa-copy"></i> Copy citation</button></p>
2131    </div>
2132
2133    <p class="pub-tags">
2134    Research areas: 
2135  <br />
2136    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2137  <br />
2138  </p>
2139
2140  </div>
2141
2142  <div class="pub-item">
2143    <p class="pub-title">Multicomponent C3 Green’s Functions for Improved Long-Period Ground-Motion Prediction</p>
2144    <p class="pub-authors">Sheng,  Y., Denolle,  M. A., Beroza,  G. C.</p>
2145    <p class="pub-journal">Bulletin of the Seismological Society of America, 107(6), pp 2836–2845 (2017) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0120170053" target="_blank">10.1785/0120170053</a></span></p>
2146    <div class="pub-links-container">
2147      <div class="pub-links">
2148
2149        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ShengEtAl2017')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2150
2151      </div>
2152    </div>
2153
2154    <div class="bibtex-container" id="bibtex-ShengEtAl2017" style="display: none;">
2155      <pre id="bibtex-text-ShengEtAl2017" class="bibtex-text">@article{ShengEtAl2017,
2156  author = {Sheng, Y. and Denolle, M. A. and Beroza, G. C.},
2157  title = {Multicomponent C3 Green's Functions for Improved Long-Period Ground-Motion Prediction},
2158  journal = {Bulletin of the Seismological Society of America},
2159  volume = {107},
2160  number = {6},
2161  doi = {10.1785/0120170053},
2162  pages = {2836--2845},
2163  year = {2017}
2164}
2165</pre>
2166      <p><button class="copy-btn" onclick="copyBibtex('ShengEtAl2017')"><i class="fas fa-copy"></i> Copy citation</button></p>
2167    </div>
2168
2169  </div>
2170
2171  <div class="pub-item">
2172    <p class="pub-title">Retrieving impulse response function amplitudes from the ambient seismic field</p>
2173    <p class="pub-authors">Viens,  L., Denolle,  M., Miyake,  H., Sakai,  S., Nakagawa,  S.</p>
2174    <p class="pub-journal">Geophysical Journal International, 210(1), pp 210–222 (2017) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggx155" target="_blank">10.1093/gji/ggx155</a></span></p>
2175    <div class="pub-links-container">
2176      <div class="pub-links">
2177
2178        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('ViensEtAl2017')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2179
2180      </div>
2181    </div>
2182
2183    <div class="bibtex-container" id="bibtex-ViensEtAl2017" style="display: none;">
2184      <pre id="bibtex-text-ViensEtAl2017" class="bibtex-text">@article{ViensEtAl2017,
2185  author = {Viens, L. and Denolle, M. and Miyake, H. and Sakai, S. and Nakagawa, S.},
2186  title = {Retrieving impulse response function amplitudes from the ambient seismic field},
2187  journal = {Geophysical Journal International},
2188  volume = {210},
2189  number = {1},
2190  pages = {210--222},
2191  year = {2017},
2192  doi = {10.1093/gji/ggx155}
2193}
2194</pre>
2195      <p><button class="copy-btn" onclick="copyBibtex('ViensEtAl2017')"><i class="fas fa-copy"></i> Copy citation</button></p>
2196    </div>
2197
2198  </div>
2199
2200  <div class="pub-item">
2201    <p class="pub-title">Beyond Basin Resonance: Characterizing Wave Propagation Using a Dense Array and the Ambient Seismic Field</p>
2202    <p class="pub-authors">Boue,  P., Denolle,  M., Hirata,  N., Nakagawa,  S., Beroza,  G. C.</p>
2203    <p class="pub-journal">Geophysical Journal International, 206(2), pp 1261–1272 (2016) <span class="pub-doi">DOI: <a href="https://doi.org/10.1093/gji/ggw205" target="_blank">10.1093/gji/ggw205</a></span></p>
2204    <div class="pub-links-container">
2205      <div class="pub-links">
2206
2207        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('BoueEtAl2016')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2208
2209      </div>
2210    </div>
2211
2212    <div class="bibtex-container" id="bibtex-BoueEtAl2016" style="display: none;">
2213      <pre id="bibtex-text-BoueEtAl2016" class="bibtex-text">@article{BoueEtAl2016,
2214  author = {Boue, P. and Denolle, M. and Hirata, N. and Nakagawa, S. and Beroza, G. C.},
2215  title = {Beyond Basin Resonance: Characterizing Wave Propagation Using a Dense Array and the Ambient Seismic Field},
2216  journal = {Geophysical Journal International},
2217  volume = {206},
2218  number = {2},
2219  pages = {1261--1272},
2220  year = {2016},
2221  doi = {10.1093/gji/ggw205}
2222}
2223</pre>
2224      <p><button class="copy-btn" onclick="copyBibtex('BoueEtAl2016')"><i class="fas fa-copy"></i> Copy citation</button></p>
2225    </div>
2226
2227  </div>
2228
2229  <div class="pub-item">
2230    <p class="pub-title">New perspective on self-similarity of shallow thrust earthquakes</p>
2231    <p class="pub-authors">Denolle,  M., Shearer,  P. M.</p>
2232    <p class="pub-journal">
2232Journal of Geophysical Research: Solid Earth, 121(9), pp 6533–6565 (2016) <span class="pub-doi">DOI: <a href="https://doi.org/10.1002/2016JB013105" target="_blank">10.1002/2016JB013105</a></span></p>
2233    <div class="pub-links-container">
2234      <div class="pub-links">
2235
2236        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleShearer2016')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2237
2238      </div>
2239    </div>
2240
2241    <div class="bibtex-container" id="bibtex-DenolleShearer2016" style="display: none;">
2242      <pre id="bibtex-text-DenolleShearer2016" class="bibtex-text">@article{DenolleShearer2016,
2243  author = {Denolle, M. and Shearer, P. M.},
2244  title = {New perspective on self-similarity of shallow thrust earthquakes},
2245  journal = {Journal of Geophysical Research: Solid Earth},
2246  volume = {121},
2247  number = {9},
2248  pages = {6533--6565},
2249  year = {2016},
2250  doi = {10.1002/2016JB013105}
2251}
2252</pre>
2253      <p><button class="copy-btn" onclick="copyBibtex('DenolleShearer2016')"><i class="fas fa-copy"></i> Copy citation</button></p>
2254    </div>
2255
2256    <p class="pub-tags">
2257    Research areas: 
2258  <br />
2259    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2260  <br />
2261  </p>
2262
2263  </div>
2264
2265  <div class="pub-item">
2266    <p class="pub-title">Dynamics of the M7.8 2015 Nepal Earthquake</p>
2267    <p class="pub-authors">Denolle,  M., Fan,  W., Shearer,  P. M.</p>
2268    <p class="pub-journal">Geophysical Research Letters, 42(18), pp 7467–7475 (2015) <span class="pub-doi">DOI: <a href="https://doi.org/10.1002/2015GL065336" target="_blank">10.1002/2015GL065336</a></span></p>
2269    <div class="pub-links-container">
2270      <div class="pub-links">
2271
2272        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleFanShearer2015')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2273
2274      </div>
2275    </div>
2276
2277    <div class="bibtex-container" id="bibtex-DenolleFanShearer2015" style="display: none;">
2278      <pre id="bibtex-text-DenolleFanShearer2015" class="bibtex-text">@article{DenolleFanShearer2015,
2279  author = {Denolle, M. and Fan, W. and Shearer, P. M.},
2280  title = {Dynamics of the M7.8 2015 Nepal Earthquake},
2281  journal = {Geophysical Research Letters},
2282  volume = {42},
2283  number = {18},
2284  pages = {7467--7475},
2285  year = {2015},
2286  doi = {10.1002/2015GL065336}
2287}
2288</pre>
2289      <p><button class="copy-btn" onclick="copyBibtex('DenolleFanShearer2015')"><i class="fas fa-copy"></i> Copy citation</button></p>
2290    </div>
2291
2292    <p class="pub-tags">
2293    Research areas: 
2294  <br />
2295    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2296  <br />
2297  </p>
2298
2299  </div>
2300
2301  <div class="pub-item">
2302    <p class="pub-title">Long-period seismic amplification in the Kanto Basin from the ambient seismic field</p>
2303    <p class="pub-authors">Denolle,  M., Miyake,  H., Nakagawa,  S., Hirata,  N., Beroza,  G. C.</p>
2304    <p class="pub-journal">Geophysical Research Letters, 41(18), pp 7467–7475 (2014) <span class="pub-doi">DOI: <a href="https://doi.org/10.1002/2014GL059425" target="_blank">10.1002/2014GL059425</a></span></p>
2305    <div class="pub-links-container">
2306      <div class="pub-links">
2307
2308        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleEtAl2014a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2309
2310      </div>
2311    </div>
2312
2313    <div class="bibtex-container" id="bibtex-DenolleEtAl2014a" style="display: none;">
2314      <pre id="bibtex-text-DenolleEtAl2014a" class="bibtex-text">@article{DenolleEtAl2014a,
2315  author = {Denolle, M. and Miyake, H. and Nakagawa, S. and Hirata, N. and Beroza, G. C.},
2316  title = {Long-period seismic amplification in the Kanto Basin from the ambient seismic field},
2317  journal = {Geophysical Research Letters},
2318  volume = {41},
2319  number = {18},
2320  pages = {7467--7475},
2321  year = {2014},
2322  doi = {10.1002/2014GL059425}
2323}
2324</pre>
2325      <p><button class="copy-btn" onclick="copyBibtex('DenolleEtAl2014a')"><i class="fas fa-copy"></i> Copy citation</button></p>
2326    </div>
2327
2328  </div>
2329
2330  <div class="pub-item">
2331    <p class="pub-title">Full 3D Tomography (F3DT) for Crustal Structure in Southern California Based on the Scattering-Integral (SI) and the Adjoint-Wavefield (AW) Methods</p>
2332    <p class="pub-authors">Lee,  E.-J., Chen,  P., Jordan,  T. H., Maechling,  P. B., Denolle,  M., Beroza,  G. C.</p>
2333    <p class="pub-journal">Journal of Geophysical Research, 119(8), pp 6421–6451 (2014) <span class="pub-doi">DOI: <a href="https://doi.org/10.1002/2014JB011236" target="_blank">10.1002/2014JB011236</a></span></p>
2334    <div class="pub-links-container">
2335      <div class="pub-links">
2336
2337        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('LeeEtAl2014')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2338
2339      </div>
2340    </div>
2341
2342    <div class="bibtex-container" id="bibtex-LeeEtAl2014" style="display: none;">
2343      <pre id="bibtex-text-LeeEtAl2014" class="bibtex-text">@article{LeeEtAl2014,
2344  author = {Lee, E.-J. and Chen, P. and Jordan, T. H. and Maechling, P. B. and Denolle, M. and Beroza, G. C.},
2345  title = {Full 3D Tomography (F3DT) for Crustal Structure in Southern California Based on the Scattering-Integral (SI) and the Adjoint-Wavefield (AW) Methods},
2346  journal = {Journal of Geophysical Research},
2347  volume = {119},
2348  number = {8},
2349  pages = {6421--6451},
2350  year = {2014},
2351  doi = {10.1002/2014JB011236}
2352}
2353</pre>
2354      <p><button class="copy-btn" onclick="copyBibtex('LeeEtAl2014')"><i class="fas fa-copy"></i> Copy citation</button></p>
2355    </div>
2356
2357  </div>
2358
2359  <div class="pub-item">
2360    <p class="pub-title">Strong Ground Motion Prediction using Virtual Earthquakes</p>
2361    <p class="pub-authors">Denolle,  M., Dunham,  E. M., Prieto,  G. A., Beroza,  G. C.</p>
2362    <p class="pub-journal">Science, 343(6169), pp 399–403 (2014) <span class="pub-doi">DOI: <a href="https://doi.org/10.1126/science.1245678" target="_blank">10.1126/science.1245678</a></span></p>
2363    <div class="pub-links-container">
2364      <div class="pub-links">
2365
2366        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleEtAl2014b')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2367
2368        <p><a href="https://www.youtube.com/watch?v=WTg3GzGCRfA" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
2369
2370        <p><a href="https://www.youtube.com/watch?v=WTg3GzGCRfA" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> Stanford News</a></p>
2371      </div>
2372    </div>
2373
2374    <div class="bibtex-container" id="bibtex-DenolleEtAl2014b" style="display: none;">
2375      <pre id="bibtex-text-DenolleEtAl2014b" class="bibtex-text">@article{DenolleEtAl2014b,
2376  author = {Denolle, M. and Dunham, E. M. and Prieto, G. A. and Beroza, G. C.},
2377  title = {Strong Ground Motion Prediction using Virtual Earthquakes},
2378  journal = {Science},
2379  volume = {343},
2380  number = {6169},
2381  pages = {399--403},
2382  year = {2014},
2383  note = {Stanford News: https://www.youtube.com/watch?v=WTg3GzGCRfA},
2384  doi = {10.1126/science.1245678}
2385}
2386</pre>
2387      <p><button class="copy-btn" onclick="copyBibtex('DenolleEtAl2014b')"><i class="fas fa-copy"></i> Copy citation</button></p>
2388    </div>
2389
2390    <p class="pub-tags">
2391    Research areas: 
2392  <br />
2393    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2394  <br />
2395  </p>
2396
2397  </div>
2398
2399  <div class="pub-item">
2400    <p class="pub-title">A numeric evaluation of attenuation from ambient noise correlation functions</p>
2401    <p class="pub-authors">Lawrence,  J. F., Denolle,  M., Seats,  K. J., Prieto,  G.</p>
2402    <p class="pub-journal">Journal of Geophysical Research, 118(12), pp 6134–6145 (2013) <span class="pub-doi">DOI: <a href="https://doi.org/10.1002/2012JB009513" target="_blank">10.1002/2012JB009513</a></span></p>
2403    <div class="pub-links-container">
2404      <div class="pub-links">
2405
2406        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('LawrenceEtAl2013')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2407
2408      </div>
2409    </div>
2410
2411    <div class="bibtex-container" id="bibtex-LawrenceEtAl2013" style="display: none;">
2412      <pre id="bibtex-text-LawrenceEtAl2013" class="bibtex-text">@article{LawrenceEtAl2013,
2413  author = {Lawrence, J. F. and Denolle, M. and Seats, K. J. and Prieto, G.},
2414  title = {A numeric evaluation of attenuation from ambient noise correlation functions},
2415  journal = {Journal of Geophysical Research},
2416  volume = {118},
2417  number = {12},
2418  pages = {6134--6145},
2419  year = {2013},
2420  doi = {10.1002/2012JB009513}
2421}
2422</pre>
2423      <p><button class="copy-btn" onclick="copyBibtex('LawrenceEtAl2013')"><i class="fas fa-copy"></i> Copy citation</button></p>
2424    </div>
2425
2426  </div>
2427
2428  <div class="pub-item">
2429    <p class="pub-title">Ground Motion Prediction of Realistic Earthquake Sources Using the Ambient Seismic Field</p>
2430    <p class="pub-authors">Denolle,  M., Dunham,  E. M., Prieto,  G. A., Beroza,  G. C.</p>
2431    <p class="pub-journal">Journal of Geophysical Research, 118(5), pp 2102–2118 (2013) <span class="pub-doi">DOI: <a href="https://doi.org/10.1029/2012JB009603" target="_blank">10.1029/2012JB009603</a></span></p>
2432    <div class="pub-links-container">
2433      <div class="pub-links">
2434
2435        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleEtAl2013a')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2436
2437      </div>
2438    </div>
2439
2440    <div class="bibtex-container" id="bibtex-DenolleEtAl2013a" style="display: none;">
2441      <pre id="bibtex-text-DenolleEtAl2013a" class="bibtex-text">@article{DenolleEtAl2013a,
2442  author = {Denolle, M. and Dunham, E. M. and Prieto, G. A. and Beroza, G. C.},
2443  title = {Ground Motion Prediction of Realistic Earthquake Sources Using the Ambient Seismic Field},
2444  journal = {Journal of Geophysical Research},
2445  volume = {118},
2446  number = {5},
2447  pages = {2102--2118},
2448  year = {2013},
2449  doi = {10.1029/2012JB009603}
2450}
2451</pre>
2452      <p><button class="copy-btn" onclick="copyBibtex('DenolleEtAl2013a')"><i class="fas fa-copy"></i> Copy citation</button></p>
2453    </div>
2454
2455    <p class="pub-tags">
2456    Research areas: 
2457  <br />
2458    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2459  <br />
2460  </p>
2461
2462  </div>
2463
2464  <div class="pub-item">
2465    <p class="pub-title">Solving the Surface-Wave Eigenproblem with Chebyshev Spectral Collocation</p>
2466    <p class="pub-authors">Denolle,  M., Dunham,  E. M., Beroza,  G. C.</p>
2467    <p class="pub-journal">Bulletin of the Seismological Society of America, 102(3), pp 1214–1223 (2012) <span class="pub-doi">DOI: <a href="https://doi.org/10.1785/0120110183" target="_blank">10.1785/0120110183</a></span></p>
2468    <div class="pub-links-container">
2469      <div class="pub-links">
2470
2471        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('DenolleEtAl2012')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2472
2473      </div>
2474    </div>
2475
2476    <div class="bibtex-container" id="bibtex-DenolleEtAl2012" style="display: none;">
2477      <pre id="bibtex-text-DenolleEtAl2012" class="bibtex-text">@article{DenolleEtAl2012,
2478  author = {Denolle, M. and Dunham, E. M. and Beroza, G. C.},
2479  title = {Solving the Surface-Wave Eigenproblem with Chebyshev Spectral Collocation},
2480  journal = {Bulletin of the Seismological Society of America},
2481  volume = {102},
2482  number = {3},
2483  pages = {1214--1223},
2484  year = {2012},
2485  doi = {10.1785/0120110183}
2486}
2487</pre>
2488      <p><button class="copy-btn" onclick="copyBibtex('DenolleEtAl2012')"><i class="fas fa-copy"></i> Copy citation</button></p>
2489    </div>
2490
2491  </div>
2492
2493  <div class="pub-item">
2494    <p class="pub-title">On amplitude carried by the ambient seismic field</p>
2495    <p class="pub-authors">Prieto,  G. A., Denolle,  M., Lawrence,  J. F., Beroza,  G. C.</p>
2496    <p class="pub-journal">Comptes Rendus Geoscience (Thematic Issue: Imaging and Monitoring with Seismic Noise), 343, pp 600–614 (2011) <span class="pub-doi">DOI: <a href="https://doi.org/https://doi.org/10.1016/j.crte.2011.03.006" target="_blank">https://doi.org/10.1016/j.crte.2011.03.006</a></span></p>
2497    <div class="pub-links-container">
2498      <div class="pub-links">
2499
2500        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('PrietoEtAl2011')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2501
2502      </div>
2503    </div>
2504
2505    <div class="bibtex-container" id="bibtex-PrietoEtAl2011" style="display: none;">
2506      <pre id="bibtex-text-PrietoEtAl2011" class="bibtex-text">@article{PrietoEtAl2011,
2507  author = {Prieto, G. A. and Denolle, M. and Lawrence, J. F. and Beroza, G. C.},
2508  title = {On amplitude carried by the ambient seismic field},
2509  journal = {Comptes Rendus Geoscience (Thematic Issue: Imaging and Monitoring with Seismic Noise)},
2510  volume = {343},
2511  doi = {https://doi.org/10.1016/j.crte.2011.03.006},
2512  pages = {600--614},
2513  year = {2011}
2514}
2515</pre>
2516      <p><button class="copy-btn" onclick="copyBibtex('PrietoEtAl2011')"><i class="fas fa-copy"></i> Copy citation</button></p>
2517    </div>
2518
2519  </div>
2520
2521  <div class="pub-item">
2522    <p class="pub-title">Evidence of active backthrusting at the NE Margin of Mentawai Islands, SW, Sumatra</p>
2523    <p class="pub-authors">Singh,  S., Hananto,  N., Chauhan,  A., Permana,  H., Denolle,  M., Hendriyana,  A., Natawidjaja,  D.</p>
2524    <p class="pub-journal">Geophysical Journal International, 180(2), pp 703–714 (2010) <span class="pub-doi">DOI: <a href="https://doi.org/10.1111/j.1365-246X.2009.04458.x" target="_blank">10.1111/j.1365-246X.2009.04458.x</a></span></p>
2525    <div class="pub-links-container">
2526      <div class="pub-links">
2527
2528        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('SinghEtAl2010')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2529
2530      </div>
2531    </div>
2532
2533    <div class="bibtex-container" id="bibtex-SinghEtAl2010" style="display: none;">
2534      <pre id="bibtex-text-SinghEtAl2010" class="bibtex-text">@article{SinghEtAl2010,
2535  author = {Singh, S. and Hananto, N. and Chauhan, A. and Permana, H. and Denolle, M. and Hendriyana, A. and Natawidjaja, D.},
2536  title = {Evidence of active backthrusting at the NE Margin of Mentawai Islands, SW, Sumatra},
2537  journal = {Geophysical Journal International},
2538  volume = {180},
2539  number = {2},
2540  pages = {703--714},
2541  year = {2010},
2542  doi = {10.1111/j.1365-246X.2009.04458.x}
2543}
2544</pre>
2545      <p><button class="copy-btn" onclick="copyBibtex('SinghEtAl2010')"><i class="fas fa-copy"></i> Copy citation</button></p>
2546    </div>
2547
2548    <p class="pub-tags">
2549    Research areas: 
2550  <br />
2551    <a href="/research/#earthquakes" class="pub-tag">earthquakes</a>
2552  <br />
2553  </p>
2554
2555  </div>
2556
2557  <div class="pub-item">
2558    <p class="pub-title">Agroseismology and the impact of farming practices on soil hydrodynamics</p>
2559    <p class="pub-authors">Shi,  Qibin, Montgomery,  David R., Swann,  Abigail L.S., Cristea,  Nicoleta C., Williams,  Ethan F., You,  Nan, Jeffery,  Simon, Collins,  Joe, Barrio,  Ana Prada, Misiewicz,  Paula A., Nissen-Meyer,  Tarje, Denolle,  Marine A.</p>
2560    <p class="pub-journal">Science, 0(0), pp eaec0970 () <span class="pub-doi">DOI: <a href="https://doi.org/10.1126/science.aec0970" target="_blank">10.1126/science.aec0970</a></span></p>
2561    <div class="pub-links-container">
2562      <div class="pub-links">
2563        <p><a href="https://www.science.org/doi/abs/10.1126/science.aec0970" target="_blank" class="pub-link-btn"><i class="fas fa-file-alt"></i> Paper</a></p>
2564
2565        <p><button class="pub-link-btn bibtex-btn" onclick="toggleBibtex('Shi26')"><i class="fas fa-quote-right"></i> BibTeX</button></p>
2566
2567        <p><a href="https://www.washington.edu/news/2026/03/19/earthquake-scientists-reveal-how-overplowing-weakens-soil-at-ex
2567perimental-farm/" target="_blank" class="pub-link-btn media-btn"><i class="fas fa-video"></i> Media</a></p>
2568
2569        <p><a href="https://www.washington.edu/news/2026/03/19/earthquake-scientists-reveal-how-overplowing-weakens-soil-at-experimental-farm/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW news , Grist 1</a><a href="https://grist.org/drought/fiber-optic-cables-reveal-a-serious-problem-at-the-heart-of-modern-farming/" target="_blank" class="pub-link-btn press-btn"><i class="fas fa-newspaper"></i> UW news , Grist 2</a></p>
2570      </div>
2571    </div>
2572
2573    <div class="bibtex-container" id="bibtex-Shi26" style="display: none;">
2574      <pre id="bibtex-text-Shi26" class="bibtex-text">@article{Shi26,
2575  author = {Shi, Qibin and Montgomery, David R. and Swann, Abigail L.S. and Cristea, Nicoleta C. and Williams, Ethan F. and You, Nan and Jeffery, Simon and Collins, Joe and Barrio, Ana Prada and Misiewicz, Paula A. and Nissen-Meyer, Tarje and Denolle, Marine A.},
2576  title = {Agroseismology and the impact of farming practices on soil hydrodynamics},
2577  journal = {Science},
2578  volume = {0},
2579  number = {0},
2580  pages = {eaec0970},
2581  year = {},
2582  doi = {10.1126/science.aec0970},
2583  url = {https://www.science.org/doi/abs/10.1126/science.aec0970},
2584  eprint = {https://www.science.org/doi/pdf/10.1126/science.aec0970},
2585  note = {UW news \url{https://www.washington.edu/news/2026/03/19/earthquake-scientists-reveal-how-overplowing-weakens-soil-at-experimental-farm/}, Grist: \url{https://grist.org/drought/fiber-optic-cables-reveal-a-serious-problem-at-the-heart-of-modern-farming/}},
2586  abstract = {Impacts of farming practices on soil hydrodynamics are central to understanding agricultural landscapes covering almost half of the world’s habitable land. Combining observations from distributed acoustic sensing with physics-based hydromechanical modeling, we tracked minute-resolution, meter-scale seismic and hydrological changes across agricultural fields with controlled histories of tillage and compaction. We show that dynamic capillary effects in soil govern transient stiffness and moisture redistribution in disturbed soils, producing sharp post-rain velocity drops from near-surface saturation and large hysteretic velocity rebounds driven by evapotranspiration. Our seismically inverted estimates of saturation reveal how disturbance alters flux partitioning and storage, establishing agroseismology and distributed acoustic sensing as scalable, noninvasive probes of soil hydromechanics with the potential to improve Earth system models, land management, and hazard resilience.}
2587}
2588</pre>
2589      <p><button class="copy-btn" onclick="copyBibtex('Shi26')"><i class="fas fa-copy"></i> Copy citation</button></p>
2590    </div>
2591
2592    <p class="pub-tags">
2593    Research areas: 
2594  <br />
2595    <a href="/research/#environment" class="pub-tag">environment</a>
2596  <br />
2597    <a href="/research/#offshore" class="pub-tag">offshore</a>
2598  <br />
2599  </p>
2600
2601  </div>
2602
2603</div>
2604
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2820    const bibtexText = decoder.textContent;
2821    
2822    // Create a temporary textarea element for copying
2823    const copyTextarea = document.createElement('textarea');
2824    copyTextarea.value = bibtexText;
2825    copyTextarea.style.position = 'fixed'; // Prevent scrolling to bottom
2826    document.body.appendChild(copyTextarea);
2827    copyTextarea.focus();
2828    copyTextarea.select();
2829    
2830    // Execute copy command
2831    document.execCommand('copy');
2832    
2833    // For modern browsers, also try the clipboard API
2834    if (navigator.clipboard) {
2835      navigator.clipboard.writeText(bibtexText);
2836    }
2837    
2838    // Get the button (might be the icon inside the button)
2839    let copyBtn = event.target;
2840    while (copyBtn.tagName !== 'BUTTON') {
2841      copyBtn = copyBtn.parentElement;
2842    }
2843    
2844    // Store original content and update
2845    const originalHTML = copyBtn.innerHTML;
2846    copyBtn.innerHTML = '<i class="fas fa-check"></i> Copied!';
2847    
2848    // Reset after delay
2849    setTimeout(function() {
2850      copyBtn.innerHTML = originalHTML;
2851    }, 1500);
2852  } catch (err) {
2853    console.error('Could not copy text: ', err);
2854    alert('Failed to copy to clipboard. Please try again.');
2855  }
2856  
2857  // Remove temporary element
2858  document.body.removeChild(copyTextarea);
2859}
2860</script>
2860
2861
2862<!-- Add filter buttons for research areas -->
2863<div class="filter-container">
2864  <p><button class="filter-btn active" data-filter="all">All</button></p>
2865
2866  <div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>&lt;button class="filter-btn" data-filter="Predictive models;Data models;Earthquakes;Estimation;Training;Ensemble learning;Broadband communication;Deep learning (DL);earthquake detection;ensemble learning;seismic phase picking"&gt;Predictive models;Data models;Earthquakes;Estimation;Training;Ensemble learning;Broadband communication;Deep learning (DL);earthquake detection;ensemble learning;seismic phase picking&lt;/button&gt;
2867  
2868&lt;button class="filter-btn" data-filter="earthquakes"&gt;earthquakes&lt;/button&gt;
2869  
2870&lt;button class="filter-btn" data-filter="environment"&gt;environment&lt;/button&gt;
2871  
2872&lt;button class="filter-btn" data-filter="geoscience-ai"&gt;geoscience-ai&lt;/button&gt;
2873  
2874&lt;button class="filter-btn" data-filter="offshore"&gt;offshore&lt;/button&gt;
2875</code></pre></div>  </div>
2876
2877</div>
2878
2879<style>
2880.filter-container {
2881  margin: 2rem 0 1rem;
2882  display: flex;
2883  flex-wrap: wrap;
2884  gap: 8px;
2885}
2886.filter-btn {
2887  padding: 6px 12px;
2888  background: #f5f5f5;
2889  border: 1px solid #ddd;
2890  border-radius: 20px;
2891  cursor: pointer;
2892  font-size: 0.9em;
2893}
2894.filter-btn.active {
2895  background: #333;
2896  color: #fff;
2897  border-color: #333;
2898}
2899</style>
2900
2901<script>
2902document.addEventListener('DOMContentLoaded', function() {
2903  // Format author names to remove commas between last and first names
2904  document.querySelectorAll('.pub-authors').forEach(element => {
2905    const authorText = element.textContent;
2906    
2907    // Split by commas to handle the "LastName, FirstName, LastName, FirstName" format
2908    // Typical format from BibTeX parsing: "Ni, Yiyu, Denolle, Marine, Thomas, Amanda"
2909    const parts = authorText.split(', ');
2910    const formattedAuthors = [];
2911    
2912    // Process each pair of "LastName, FirstName"
2913    for (let i = 0; i < parts.length; i += 2) {
2914      if (i + 1 < parts.length) {
2915        // Format as "FirstName LastName"
2916        formattedAuthors.push(parts[i + 1].trim() + ' ' + parts[i].trim());
2917      } else {
2918        // Handle any remaining odd part (should rarely happen)
2919        formattedAuthors.push(parts[i].trim());
2920      }
2921    }
2922    
2923    // Join all formatted authors with commas
2924    element.textContent = formattedAuthors.join(', ');
2925  });
2926  
2927  // Process all BibTeX containers on page load
2928  document.querySelectorAll('.bibtex-text').forEach(container => {
2929    try {
2930      // Get the raw content
2931      const rawContent = container.textContent;
2932      
2933      // Create a temporary element to decode HTML entities
2934      const decoder = document.createElement('div');
2935      decoder.innerHTML = rawContent;
2936      let decodedContent = decoder.textContent;
2937      
2938      // Format with proper indentation
2939      decodedContent = decodedContent.replace(/\s*\n\s*/g, '\n  ');
2940      
2941      // Set the formatted content
2942      container.textContent = decodedContent;
2943    } catch (e) {
2944      console.error("Error preprocessing BibTeX:", e);
2945    }
2946  });
2947  
2948  const filterButtons = document.querySelectorAll('.filter-btn');
2949  const publications = document.querySelectorAll('.pub-item');
2950  
2951  filterButtons.forEach(button => {
2952    button.addEventListener('click', function() {
2953      const filter = this.getAttribute('data-filter');
2954      
2955      // Toggle active class
2956      filterButtons.forEach(btn => btn.classList.remove('active'));
2957      this.classList.add('active');
2958      
2959      // Filter publications
2960      publications.forEach(pub => {
2961        const pubTags = Array.from(pub.querySelectorAll('.pub-tag')).map(tag => tag.textContent.trim());
2962        
2963        if (filter === 'all' || pubTags.includes(filter)) {
2964          pub.style.display = '';
2965        } else {
2966          pub.style.display = 'none';
2967        }
2968      });
2969    });
2970  });
2971  
2972  // Check if URL has a hash to filter by
2973  if (window.location.hash) {
2974    const filter = window.location.hash.substring(1);
2975    const button = document.querySelector(`.filter-btn[data-filter="${filter}"]`);
2976    if (button) {
2977      button.click();
2978    }
2979  }
2980});
2981</script>
2981
2982
2983
2984</div>
2985
2986      </div>
2987    </div>
2988
2989    
2989<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.3/jquery.min.js"></script>
2989
2990    
2990<script src="/js/bootstrap.min.js"></script>
2990
2991    
2991<script src="/js/latest-scroll.js"></script>
2991
2992
2993  </body>
2994
2995</html>

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