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:
Publication Standards
Best Practices for ML in Geophysics – A comprehensive checklist for machine learning papers in geophysics, developed from editorial experience at GJI. Covers imaging, data processing, and Earth-system discovery studies.
Research & Writing Guidelines
Undergraduate Literature Review Guide – Guidelines for conducting structured literature reviews, including how to find sources, read strategically, and synthesize findings across traditional and ML approaches.
Additional rubrics and standards for presentations and dissertation writing are under development and will be linked here.
Dissertations
Group Ph.D. dissertations are available here:
Congcong Yuan, 2024, Harvard University – dissertation
Stephanie Olinger, 2023, Harvard University – dissertation
Jiuxun Yin, 2022, Harvard University – dissertation
Tim Clements, 2021, Harvard University – dissertation
Presentations
Recent group presentations at conferences and workshops:
@article{Toghramadjian26,
author = {Toghramadjian, Natasha and Denolle, Marine A. and Ermert, Laura and Jiang, Chengxin},
title = {Probing the Seattle Basin Edge Using a Dense Urban Nodal Array in 100 Backyards},
journal = {Seismological Research Letters},
year = {2026},
month = jan,
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.},
issn = {0895-0695},
doi = {10.1785/0220250241},
url = {https://doi.org/10.1785/0220250241},
eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/doi/10.1785/0220250241/7740740/srl-2025241.1.pdf},
month_numeric = {1}
}
Seismological Analysis of Contemporary and Future Alpine Fault Earthquakes Using the Southern Alps Long Skinny Array (SALSA)
Townend, John, Del Carmen Juarez-Garfias, Ilma, Pita-Sllim, Olivia, Chamberlain, Calum J., Warren-Smith, Emily, Holden, Caroline, van Wijk, Kasper, Denolle, Marine, Curtis, Andrew, Miyake, Hiroe
in press in Seismological Research Letters (2026) DOI: XX
@article{Townend26,
author = {Townend, John and Del Carmen Juarez-Garfias, Ilma 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},
title = {Seismological Analysis of Contemporary and Future Alpine Fault Earthquakes Using the Southern Alps Long Skinny Array (SALSA)},
journal = {in press in Seismological Research Letters},
year = {2026},
doi = {XX}
}
@article{Yemakov26,
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},
title = {The Seismic Wavefield Common Task Framework},
journal = {arXiv},
year = {2026},
doi = {10.48550/arXiv.2512.19927}
}
Distributed Acoustic Sensing Records of Earthquakes and Surface Processes at Mount Rainier Volcano
Gaete-Elgueta, Veronica, Köpfli, Manuela, Gräff, Dominik, Lipovsky, Bradley P, Denolle, Marine A., Thelen, Weston A., Pratt, Brendan, Kenyon, Taylor R.
@article{Gaete26,
title = {Distributed Acoustic Sensing Records of Earthquakes and Surface Processes at Mount Rainier Volcano},
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.},
journal = {in review in Seismica},
year = {2026},
doi = {XX}
}
Agroseismology: unraveling the impact of farming practices on soil hydrodynamics
@article{Shi26,
author = {Shi, Qibin and Montgomery, David and Swann, Abigail L.S. and Cristea, Nicoleta C. and Williams, Ethan and You, Nan and Collins, Joe and Prada Barrio, Ana and Jeffrey, Simon and Misiewicz, Ana and Nissen-Meyer, Tarje and Denolle, Marine A.},
title = {Agroseismology: unraveling the impact of farming practices on soil hydrodynamics},
journal = {in review in Science - preprint on Arxiv},
year = {2026},
doi = {10.48550/arXiv.2509.09821}
}
A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States
Feng, Kuan-Fu, Denolle, Marine, Lin, Fan-Chi, van Dam, Tonie
@article{https://doi.org/10.1029/2024JB030689,
author = {Feng, Kuan-Fu and Denolle, Marine and Lin, Fan-Chi and van Dam, Tonie},
title = {A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {131},
number = {1},
pages = {e2024JB030689},
doi = {https://doi.org/10.1029/2024JB030689},
url = {https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2024JB030689},
eprint = {https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2024JB030689},
note = {e2024JB030689 2024JB030689},
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 depend 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.},
year = {2026}
}
A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale
@article{Ni2025a,
title = {A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale},
volume = {4},
url = {https://seismica.library.mcgill.ca/article/view/1738},
doi = {10.26443/seismica.v4i2.1738},
number = {2},
journal = {Seismica},
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},
year = {2025},
month = sep,
note = {YouTube \url{https://youtu.be/Q6Gt0-S_9WA?si=pz6REZqXWsolYXjc}},
month_numeric = {9}
}
A Review of Cloud Computing and Storage in Seismology
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
@article{Ni2025b,
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},
title = {A Review of Cloud Computing and Storage in Seismology},
journal = {Geophysical Journal International},
pages = {ggaf322},
year = {2025},
month = aug,
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-end 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.},
issn = {1365-246X},
doi = {10.1093/gji/ggaf322},
url = {https://doi.org/10.1093/gji/ggaf322},
eprint = {https://academic.oup.com/gji/advance-article-pdf/doi/10.1093/gji/ggaf322/64078811/ggaf322.pdf},
month_numeric = {8}
}
Training the Next Generation of Seismologists: Delivering Research‐Grade Software Education for Cloud and HPC Computing Through Diverse Training Modalities
@article{Denolle25a,
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},
title = {Training the Next Generation of Seismologists: Delivering Research‐Grade Software Education for Cloud and HPC Computing Through Diverse Training Modalities},
journal = {Seismological Research Letters},
volume = {96},
number = {5},
pages = {3265-3279},
year = {2025},
month = jun,
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 in 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.},
issn = {0895-0695},
doi = {10.1785/0220240413},
url = {https://doi.org/10.1785/0220240413},
eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/96/5/3265/7217500/srl-2024413.1.pdf},
month_numeric = {6}
}
Multiplexed Distributed Acoustic Sensing Offshore Central Oregon
Shi, Q., Williams, E. F., Lipovsky, B. P., Denolle, M. A., Wilcock, W. S. D., Kelley, D. S., Schoedl, K.
Seismological Research Letters, 96(2A), pp 784–800 (2025) DOI: 10.1785/0220240460
@article{ShiEtAl2025b,
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.},
title = {Multiplexed Distributed Acoustic Sensing Offshore Central Oregon},
journal = {Seismological Research Letters},
volume = {96},
number = {2A},
pages = {784--800},
year = {2025},
doi = {10.1785/0220240460},
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}}
}
Exploration of Machine Learning Methods to Seismic Event Discrimination in the Pacific Northwest
Kharita, Akash, Denolle, Marine, Hutko, Alexander R, Hartog, J Renate, Malone, Stephen D
@article{Kharita26,
title = {Exploration of Machine Learning Methods to Seismic Event Discrimination in the Pacific Northwest},
author = {Kharita, Akash and Denolle, Marine and Hutko, Alexander R and Hartog, J Renate and Malone, Stephen D},
journal = {accepted in Seismica, pre-print on Arxiv},
doi = {10.48550/arXiv.2510.23795},
year = {2025}
}
Ambient field seismology in critical zone hydrological sciences
@article{Denolle25b,
author = {Denolle, Marine A. and Shi, Qibin and Clements, Tim and Viens, Lo{\"\i}c and Rodriguez-Tribaldos, Veronica and Cotton, Fabrice},
title = {Ambient field seismology in critical zone hydrological sciences},
journal = {Comptes Rendus. G\'eoscience},
pages = {425--451},
year = {2025},
publisher = {Acad\'emie des sciences, Paris},
volume = {357},
doi = {10.5802/crgeos.310},
language = {en}
}
Denoising Offshore Distributed Acoustic Sensing Using Masked Auto-Encoders to Enhance Earthquake Detection
Shi, Q., Denolle, M. A., Ni, Y., Williams, E. F., You, N.
@article{ShiEtAl2025a,
author = {Shi, Q. and Denolle, M. A. and Ni, Y. and Williams, E. F. and You, N.},
title = {Denoising Offshore Distributed Acoustic Sensing Using Masked Auto-Encoders to Enhance Earthquake Detection},
journal = {JGR: Solid Earth},
volume = {130},
pages = {e2024JB029728},
year = {2025},
doi = {10.1029/2024JB029728}
}
Analysing Volcanic, Tectonic, and Environmental Influences on the Seismic Velocity from 25 Years of Data at Mount St. Helens
Makus, P., Denolle, M. A., Sens-Schonfelder, C., Kopfli, M., Tilmann, F.
Seismological Research Letters, 95(5), pp 2674–2688 (2024) DOI: 10.1785/0220240088
@article{MakusEtAl2024,
author = {Makus, P. and Denolle, M. A. and Sens-Sch{\"o}nfelder, C. and K{\"o}pfli, M. and Tilmann, F.},
title = {Analysing Volcanic, Tectonic, and Environmental Influences on the Seismic Velocity from 25 Years of Data at Mount St. Helens},
journal = {Seismological Research Letters},
volume = {95},
number = {5},
pages = {2674--2688},
year = {2024},
doi = {10.1785/0220240088}
}
Wavefield reconstruction of distributed acoustic sensing: Lossy compression, wavefield separation, and edge computing
Ni, Y., Denolle, M. A., Shi, Q., Lipovsky, B. P., Pan, S., Kutz, J. N.
Journal of Geophysical Research: Machine Learning and Computation, 1, pp e2024JH000247 (2024) DOI: 10.1029/2024JH000247
@article{NiEtAl2024a,
author = {Ni, Y. and Denolle, M. A. and Shi, Q. and Lipovsky, B. P. and Pan, S. and Kutz, J. N.},
title = {Wavefield reconstruction of distributed acoustic sensing: Lossy compression, wavefield separation, and edge computing},
journal = {Journal of Geophysical Research: Machine Learning and Computation},
volume = {1},
pages = {e2024JH000247},
year = {2024},
doi = {10.1029/2024JH000247}
}
Examining 22 Years of Ambient Seismic Wavefield at Mount St. Helens
Kopli, M., Denolle, M. A., Thelen, W., Makus, P., Malone, S.
Seismological Research Letters, 95(5), pp 2622–2636 (2024) DOI: 10.1785/0220240079
@article{KoepliEtAl2024,
author = {K{\"o}pli, M. and Denolle, M. A. and Thelen, W. and Makus, P. and Malone, S.},
title = {Examining 22 Years of Ambient Seismic Wavefield at Mount St. Helens},
journal = {Seismological Research Letters},
volume = {95},
number = {5},
pages = {2622--2636},
year = {2024},
doi = {10.1785/0220240079}
}
Impact of Temperature and Relative Humidity Variations on Coda Waves in Concrete
Diewald, F., Denolle, M., Timothy, J. J., Gehlen, C.
@article{DiewaldEtAl2024,
author = {Diewald, F. and Denolle, M. and Timothy, J. J. and Gehlen, C.},
title = {Impact of Temperature and Relative Humidity Variations on Coda Waves in Concrete},
journal = {Scientific Reports},
volume = {14},
pages = {18861},
year = {2024},
doi = {10.1038/s41598-024-69564-4}
}
Monitoring velocity change over 20 years at Parkfield
@article{OkuboEtAl2024,
author = {Okubo, K. and Delbridge, B. and Denolle, M.},
title = {Monitoring velocity change over 20 years at Parkfield},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {129},
pages = {e2023JB028084},
year = {2024},
doi = {10.1029/2023JB028084}
}
Extended crack propagation by local nucleation and rapid transverse expansion
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.
@article{CochardEtAl2024,
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.},
title = {Extended crack propagation by local nucleation and rapid transverse expansion},
journal = {Nature Physics},
year = {2024},
doi = {10.1038/s41567-023-02365-0}
}
An Object Storage for Distributed Acoustic Sensing
Ni, Yiyu, Denolle, Marine A., Fatland, Rob, Alterman, Naomi, Lipovsky, Bradley P., Knuth, Friedrich
Seismological Research Letters, 95(1), pp 499-511 (Oct 2023) DOI: 10.1785/0220230172
@article{Ni23,
author = {Ni, Yiyu and Denolle, Marine A. and Fatland, Rob and Alterman, Naomi and Lipovsky, Bradley P. and Knuth, Friedrich},
title = {An Object Storage for Distributed Acoustic Sensing},
journal = {Seismological Research Letters},
volume = {95},
number = {1},
pages = {499-511},
year = {2023},
month = oct,
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.},
issn = {0895-0695},
doi = {10.1785/0220230172},
url = {https://doi.org/10.1785/0220230172},
eprint = {https://pubs.geoscienceworld.org/ssa/srl/article-pdf/95/1/499/6201439/srl-2023172.1.pdf},
month_numeric = {10}
}
Laboratory hydrofracture as analogs to tectonic tremors
Yuan, C., Cochard, T., Denolle, M., Gomberg, J., Wech, A., Xiao, L., Weitz, D.
@article{YuanEtAl2023a,
author = {Yuan, C. and Cochard, T. and Denolle, M. and Gomberg, J. and Wech, A. and Xiao, L. and Weitz, D.},
title = {Laboratory hydrofracture as analogs to tectonic tremors},
journal = {AGU Advances},
volume = {5},
pages = {e2023AV001002},
year = {2023},
doi = {10.1029/2023AV001002},
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}}
}
The Seismic Signature of California’s Earthquakes, Droughts, and Floods
@article{ClementsEtAl2023,
author = {Clements, T. and Denolle, M. A.},
title = {The Seismic Signature of California's Earthquakes, Droughts, and Floods},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {128},
number = {1},
pages = {e2022JB025553},
year = {2023},
doi = {10.1029/2022JB025553}
}
Improved observations of deep earthquake ruptures using machine learning
@article{ShiEtAl2023,
author = {Shi, Q. and Denolle, M.},
title = {Improved observations of deep earthquake ruptures using machine learning},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {128},
pages = {e2023JB027334},
year = {2023},
doi = {10.1029/2023JB027334}
}
Better Together: Ensemble Learning for Earthquake Detection and Phase Picking
@article{KraussEtAl2023,
author = {Krauss, Z. and Ni, Y. and Henderson, S. and Denolle, M.},
title = {Seismology in the cloud: guidance for the individual researcher},
journal = {Seismica},
volume = {2},
number = {2},
year = {2023},
doi = {10.26443/seismica.v2i2.979}
}
@article{NiEtAl2023a,
author = {Ni, Y. and Hutko, A. and Skene, F. and Denolle, M. and Malone, S. and Bodin, P. and Hartog, R. and Wright, A.},
title = {Curated Pacific Northwest AI-ready Seismic Dataset},
journal = {Seismica},
volume = {2},
number = {1},
year = {2023},
doi = {10.26443/seismica.v2i1.368}
}
Probing environmental and tectonic changes underneath Ciudad de M'exico with the urban seismic field
Ermert, L., Cabral-Cano, E., Chaussard, E., Solano-Rojas, D., Quintanar, L., Morales Padilla, D., Fernandez-Torres, E. A., Denolle, M. A.
@article{ErmertEtAl2023,
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.},
title = {Probing environmental and tectonic changes underneath Ciudad de M\'exico with the urban seismic field},
journal = {Solid Earth (EGU)},
year = {2023},
doi = {10.5194/egusphere-2022-1361}
}
@article{KharitaEtAl2023,
author = {Kharita, A. and Denolle, M. and West, M.},
title = {Discrimination between icequakes and earthquakes in southern Alaska: an exploration of waveform features using random forest algorithm},
journal = {Geophysical Journal International},
year = {2023},
doi = {10.1093/gji/ggae106}
}
Detecting Elevated Pore Pressure due to Wastewater Injection Using Ambient Noise Monitoring
@article{YangEtAl2022,
author = {Yang, Z. and Yuan, C. and Denolle, M. A.},
title = {Detecting Elevated Pore Pressure due to Wastewater Injection Using Ambient Noise Monitoring},
journal = {The Seismic Record},
volume = {2},
number = {1},
pages = {38--49},
year = {2022},
doi = {10.1785/0320210036}
}
A multitask encoder–decoder to separate earthquake and ambient noise signal in seismograms
@article{YinEtAl2022,
author = {Yin, J. and Denolle, M. A. and He, B.},
title = {A multitask encoder--decoder to separate earthquake and ambient noise signal in seismograms},
journal = {Geophysical Journal International},
volume = {231},
number = {3},
pages = {1806--1822},
year = {2022},
doi = {10.1093/gji/ggac290}
}
Pronounced Seismic Anisotropy in Kanto Sedimentary Basin: A Case Study of Using Dense Arrays, Ambient Noise Seismology, and Multi-Modal Surface-Wave Imaging
@article{JiangEtAl2022,
author = {Jiang, C. and Denolle, M. A.},
title = {Pronounced Seismic Anisotropy in Kanto Sedimentary Basin: A Case Study of Using Dense Arrays, Ambient Noise Seismology, and Multi-Modal Surface-Wave Imaging},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {127},
number = {8},
pages = {e2022JB024613},
year = {2022},
doi = {10.1029/2022JB024613}
}
Imaging the Kanto Basin seismic basement with earthquake and noise autocorrelation functions
@article{ViensEtAl2022,
author = {Viens, L. and Jiang, C. and Denolle, M. A.},
title = {Imaging the Kanto Basin seismic basement with earthquake and noise autocorrelation functions},
journal = {Geophysical Journal International},
volume = {230},
number = {2},
pages = {1080--1091},
year = {2022},
doi = {10.1093/gji/ggac101}
}
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
Olinger, S. D., Lipovsky, B. P., Denolle, M. A., Crowell, B. W.
@article{OlingerEtAl2022b,
author = {Olinger, S. D. and Lipovsky, B. P. and Denolle, M. A. and Crowell, B. W.},
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},
journal = {Geophysical Research Letters},
pages = {e2021GL097604},
year = {2022},
doi = {10.1029/2021GL097604}
}
The Earth’s Surface Controls the Depth-Dependent Seismic Radiation of Megathrust Earthquakes
@article{YinEtAl2021,
author = {Yin, J. and Denolle, M. A.},
title = {The Earth's Surface Controls the Depth-Dependent Seismic Radiation of Megathrust Earthquakes},
journal = {AGU Advances},
volume = {2},
number = {3},
notes = {Editor Highlights https://eos.org/editor-highlights/the-highs-and-the-lows-of-megathrust-earthquakes},
pages = {e2021AV000413},
year = {2021},
doi = {10.1029/2021AV000413}
}
SeisNoise.jl: Ambient Seismic Noise Cross Correlation on the CPU and GPU in Julia
Clements, T., Denolle, M. A.
Seismological Research Letters, 92(1), pp 517–527 (2021) DOI: 10.1785/0220200192
@article{ClementsEtAl2021,
author = {Clements, T. and Denolle, M. A.},
title = {{SeisNoise.jl}: Ambient Seismic Noise Cross Correlation on the {CPU} and {GPU} in {Julia}},
journal = {Seismological Research Letters},
volume = {92},
number = {1},
pages = {517--527},
year = {2021},
doi = {10.1785/0220200192}
}
Comparing approaches to measuring seismic phase variations in the time, frequency, and wavelet domains
@article{YuanEtAl2021,
author = {Yuan, C. and Bryan, J. and Denolle, M. A.},
title = {Comparing approaches to measuring seismic phase variations in the time, frequency, and wavelet domains},
journal = {Geophysical Journal International},
volume = {226},
number = {2},
pages = {828--846},
year = {2021},
doi = {10.1093/gji/ggab140}
}
Source time function clustering reveals patterns in earthquake dynamics
Yin, J., Li, Z., Denolle, M. A.
Seismological Research Letters, 92(4), pp 2343–2353 (2021) DOI: 10.1785/0220200403
@article{YinEtAl2021b,
author = {Yin, J. and Li, Z. and Denolle, M. A.},
title = {Source time function clustering reveals patterns in earthquake dynamics},
journal = {Seismological Research Letters},
volume = {92},
number = {4},
pages = {2343--2353},
year = {2021},
doi = {10.1785/0220200403}
}
NoisePy: A new high-performance python tool for ambient-noise seismology
Jiang, C., Denolle, M. A.
Seismological Research Letters, 91(3), pp 1853–1866 (2020) DOI: 10.1785/0220190364
@article{JiangEtAl2020,
author = {Jiang, C. and Denolle, M. A.},
title = {{NoisePy}: A new high-performance python tool for ambient-noise seismology},
journal = {Seismological Research Letters},
volume = {91},
number = {3},
pages = {1853--1866},
year = {2020},
doi = {10.1785/0220190364}
}
@article{DenolleNissenMeyer2020,
author = {Denolle, M. A. and Nissen-Meyer, T.},
title = {Quiet Anthropocene, quiet Earth},
journal = {Science},
volume = {369},
number = {6509},
pages = {1299--1300},
year = {2020},
doi = {10.1126/science.abd8358}
}
SeisIO: A Fast, Efficient Geophysical Data Architecture for the Julia Language
Jones, J. P., Okubo, K., Clements, T., Denolle, M. A.
Seismological Research Letters, 91, pp 2368–2377 (2020) DOI: 10.1785/0220190295
@article{JonesEtAl2020,
author = {Jones, J. P. and Okubo, K. and Clements, T. and Denolle, M. A.},
title = {{SeisIO}: A Fast, Efficient Geophysical Data Architecture for the {Julia} Language},
journal = {Seismological Research Letters},
volume = {91},
pages = {2368--2377},
year = {2020},
doi = {10.1785/0220190295}
}
Earthquakes Within Earthquakes: Patterns in Rupture Complexity
Danr'e, P., Yin, J., Lipovsky, B., Denolle, M.
Geophysical Research Letters, 43(13), pp 7352–7360 (2019) DOI: 10.1029/2019GL083093
@article{DanreEtAl2019,
author = {Danr{\'e}, P. and Yin, J. and Lipovsky, B. and Denolle, M.},
title = {Earthquakes Within Earthquakes: Patterns in Rupture Complexity},
journal = {Geophysical Research Letters},
volume = {43},
number = {13},
pages = {7352--7360},
year = {2019},
doi = {10.1029/2019GL083093},
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/}}
}
Long-period ground motions from past and virtual megathrust earthquakes along the Nankai Trough, Japan
Viens, L., Denolle, M.
Bulletin of the Seismological Society of America, 109(4), pp 1312–1330 (2019) DOI: 10.1785/0120180320
@article{ViensDenolle2019,
author = {Viens, L. and Denolle, M.},
title = {Long-period ground motions from past and virtual megathrust earthquakes along the Nankai Trough, Japan},
journal = {Bulletin of the Seismological Society of America},
volume = {109},
number = {4},
pages = {1312--1330},
year = {2019},
doi = {10.1785/0120180320}
}
Energetic Onset of Earthquakes
Denolle, M.
Geophysical Research Letters, 46(5), pp 2458–2466 (2019) DOI: 10.1029/2018GL080687
@article{Denolle2019,
author = {Denolle, M.},
title = {Energetic Onset of Earthquakes},
journal = {Geophysical Research Letters},
volume = {46},
number = {5},
pages = {2458--2466},
year = {2019},
doi = {10.1029/2018GL080687}
}
Relating teleseismic backprojection images to earthquake kinematics
@article{YinDenolle2019,
author = {Yin, J. and Denolle, M.},
title = {Relating teleseismic backprojection images to earthquake kinematics},
journal = {Geophysical Journal International},
volume = {217},
number = {2},
pages = {729--747},
year = {2019},
doi = {10.1093/gji/ggz048}
}
Geometric Controls on Pulse-like Rupture in a Dynamic Model of the 2015 Gorkha Earthquake
Wang, Y., Denolle, M., Day, S. M.
Journal of Geophysical Research, 124(2), pp 1544–1568 (2019) DOI: 10.1029/2018JB016602
@article{WangEtAl2019,
author = {Wang, Y. and Denolle, M. and Day, S. M.},
title = {Geometric Controls on Pulse-like Rupture in a Dynamic Model of the 2015 Gorkha Earthquake},
journal = {Journal of Geophysical Research},
volume = {124},
number = {2},
pages = {1544--1568},
year = {2019},
doi = {10.1029/2018JB016602}
}
Tracking groundwater levels using the ambient seismic field
@article{ClementsDenolle2018b,
author = {Clements, T. and Denolle, M. A.},
title = {Tracking groundwater levels using the ambient seismic field},
journal = {Geophysical Research Letters},
volume = {45},
pages = {6459--6465},
year = {2018},
doi = {10.1029/2018GL077706}
}
Tracking ground water using the ambient seismic field
Clements, T., Denolle, M.
(User text suggests possible mismatch of volume/issue) Geophysical Research Letters, 123(4), pp 2923–294 (2018) DOI: 10.1029/2018GL077706
@article{ClementsDenolle2018a,
author = {Clements, T. and Denolle, M.},
title = {Tracking ground water using the ambient seismic field},
journal = {(User text suggests possible mismatch of volume/issue) Geophysical Research Letters},
volume = {123},
number = {4},
pages = {2923--294},
year = {2018},
doi = {10.1029/2018GL077706}
}
Complex near-surface rheology inferred from the response of greater Tokyo to strong ground motions
Viens, L., Denolle, M., Hirata, N., Nakagawa, S.
Journal of Geophysical Research: Solid Earth, 123(7), pp 5710–5729 (2018)
@article{ViensEtAl2018,
author = {Viens, L. and Denolle, M. and Hirata, N. and Nakagawa, S.},
title = {Complex near-surface rheology inferred from the response of greater Tokyo to strong ground motions},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {123},
number = {7},
pages = {5710--5729},
year = {2018}
}
Strong Shaking Predicted in Tokyo From an Expected M7+ Itoigawa-Shizuoka Earthquake
Denolle, M. A., Bou'e, P., Hirata, N., Beroza, G. C.
Journal of Geophysical Research: Solid Earth, 123(5), pp 3968–3992 (2018)
@article{DenolleEtAl2018a,
author = {Denolle, M. A. and Bou{\'e}, P. and Hirata, N. and Beroza, G. C.},
title = {Strong Shaking Predicted in Tokyo From an Expected M7+ Itoigawa-Shizuoka Earthquake},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {123},
number = {5},
pages = {3968--3992},
year = {2018}
}
Improved model fitting for the empirical Green’s function approach using hierarchical models
Van Houtte, C., Denolle, M.
Journal of Geophysical Research: Solid Earth, 123(4), pp 2923–2942 (2018)
@article{VanHoutteDenolle2018,
author = {Van Houtte, C. and Denolle, M.},
title = {Improved model fitting for the empirical Green's function approach using hierarchical models},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {123},
number = {4},
pages = {2923--2942},
year = {2018}
}
Convolutional neural network for earthquake detection and location
@article{PerolEtAl2018,
author = {Perol, T. and Gharbi, M. and Denolle, M.},
title = {Convolutional neural network for earthquake detection and location},
journal = {Science Advances},
volume = {4},
number = {2},
pages = {e1700578},
note = {Harvard Gazette, \url{https://news.harvard.edu/gazette/story/2018/03/researchers-create-algorithm-to-separate-earthquakes-from-seismic-noise/}},
year = {2018}
}
Spatial and Temporal Evolution of Earthquake Dynamics: Case Study of the Mw 8.3 Illapel Earthquake, Chile
@article{YinEtAl2018,
author = {Yin, J. and Denolle, M. A. and Yao, H.},
title = {Spatial and Temporal Evolution of Earthquake Dynamics: Case Study of the Mw 8.3 Illapel Earthquake, Chile},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {123},
number = {1},
doi = {10.1002/2017JB014265},
pages = {344--367},
year = {2018}
}
Retrieving impulse response function amplitudes from the ambient seismic field
Viens, L., Denolle, M., Miyake, H., Sakai, S., Nakagawa, S.
@article{ViensEtAl2017,
author = {Viens, L. and Denolle, M. and Miyake, H. and Sakai, S. and Nakagawa, S.},
title = {Retrieving impulse response function amplitudes from the ambient seismic field},
journal = {Geophysical Journal International},
volume = {210},
number = {1},
pages = {210--222},
year = {2017},
doi = {10.1093/gji/ggx155}
}
Multicomponent C3 Green’s Functions for Improved Long-Period Ground-Motion Prediction
Sheng, Y., Denolle, M. A., Beroza, G. C.
Bulletin of the Seismological Society of America, 107(6), pp 2836–2845 (2017) DOI: 10.1785/0120170053
@article{ShengEtAl2017,
author = {Sheng, Y. and Denolle, M. A. and Beroza, G. C.},
title = {Multicomponent C3 Green's Functions for Improved Long-Period Ground-Motion Prediction},
journal = {Bulletin of the Seismological Society of America},
volume = {107},
number = {6},
doi = {10.1785/0120170053},
pages = {2836--2845},
year = {2017}
}
Beyond Basin Resonance: Characterizing Wave Propagation Using a Dense Array and the Ambient Seismic Field
Boue, P., Denolle, M., Hirata, N., Nakagawa, S., Beroza, G. C.
@article{BoueEtAl2016,
author = {Boue, P. and Denolle, M. and Hirata, N. and Nakagawa, S. and Beroza, G. C.},
title = {Beyond Basin Resonance: Characterizing Wave Propagation Using a Dense Array and the Ambient Seismic Field},
journal = {Geophysical Journal International},
volume = {206},
number = {2},
pages = {1261--1272},
year = {2016},
doi = {10.1093/gji/ggw205}
}
New perspective on self-similarity of shallow thrust earthquakes
@article{DenolleShearer2016,
author = {Denolle, M. and Shearer, P. M.},
title = {New perspective on self-similarity of shallow thrust earthquakes},
journal = {Journal of Geophysical Research: Solid Earth},
volume = {121},
number = {9},
pages = {6533--6565},
year = {2016},
doi = {10.1002/2016JB013105}
}
Dynamics of the M7.8 2015 Nepal Earthquake
Denolle, M., Fan, W., Shearer, P. M.
Geophysical Research Letters, 42(18), pp 7467–7475 (2015) DOI: 10.1002/2015GL065336
@article{DenolleFanShearer2015,
author = {Denolle, M. and Fan, W. and Shearer, P. M.},
title = {Dynamics of the M7.8 2015 Nepal Earthquake},
journal = {Geophysical Research Letters},
volume = {42},
number = {18},
pages = {7467--7475},
year = {2015},
doi = {10.1002/2015GL065336}
}
Long-period seismic amplification in the Kanto Basin from the ambient seismic field
Denolle, M., Miyake, H., Nakagawa, S., Hirata, N., Beroza, G. C.
Geophysical Research Letters, 41(18), pp 7467–7475 (2014) DOI: 10.1002/2014GL059425
@article{DenolleEtAl2014a,
author = {Denolle, M. and Miyake, H. and Nakagawa, S. and Hirata, N. and Beroza, G. C.},
title = {Long-period seismic amplification in the Kanto Basin from the ambient seismic field},
journal = {Geophysical Research Letters},
volume = {41},
number = {18},
pages = {7467--7475},
year = {2014},
doi = {10.1002/2014GL059425}
}
Full 3D Tomography (F3DT) for Crustal Structure in Southern California Based on the Scattering-Integral (SI) and the Adjoint-Wavefield (AW) Methods
Lee, E.-J., Chen, P., Jordan, T. H., Maechling, P. B., Denolle, M., Beroza, G. C.
Journal of Geophysical Research, 119(8), pp 6421–6451 (2014) DOI: 10.1002/2014JB011236
@article{LeeEtAl2014,
author = {Lee, E.-J. and Chen, P. and Jordan, T. H. and Maechling, P. B. and Denolle, M. and Beroza, G. C.},
title = {Full 3D Tomography (F3DT) for Crustal Structure in Southern California Based on the Scattering-Integral (SI) and the Adjoint-Wavefield (AW) Methods},
journal = {Journal of Geophysical Research},
volume = {119},
number = {8},
pages = {6421--6451},
year = {2014},
doi = {10.1002/2014JB011236}
}
Strong Ground Motion Prediction using Virtual Earthquakes
Denolle, M., Dunham, E. M., Prieto, G. A., Beroza, G. C.
@article{DenolleEtAl2014b,
author = {Denolle, M. and Dunham, E. M. and Prieto, G. A. and Beroza, G. C.},
title = {Strong Ground Motion Prediction using Virtual Earthquakes},
journal = {Science},
volume = {343},
number = {6169},
pages = {399--403},
year = {2014},
note = {Stanford News: https://www.youtube.com/watch?v=WTg3GzGCRfA},
doi = {10.1126/science.1245678}
}
Ground Motion Prediction of Realistic Earthquake Sources Using the Ambient Seismic Field
Denolle, M., Dunham, E. M., Prieto, G. A., Beroza, G. C.
Journal of Geophysical Research, 118(5), pp 2102–2118 (2013) DOI: 10.1029/2012JB009603
@article{DenolleEtAl2013a,
author = {Denolle, M. and Dunham, E. M. and Prieto, G. A. and Beroza, G. C.},
title = {Ground Motion Prediction of Realistic Earthquake Sources Using the Ambient Seismic Field},
journal = {Journal of Geophysical Research},
volume = {118},
number = {5},
pages = {2102--2118},
year = {2013},
doi = {10.1029/2012JB009603}
}
A numeric evaluation of attenuation from ambient noise correlation functions
Lawrence, J. F., Denolle, M., Seats, K. J., Prieto, G.
Journal of Geophysical Research, 118(12), pp 6134–6145 (2013) DOI: 10.1002/2012JB009513
@article{LawrenceEtAl2013,
author = {Lawrence, J. F. and Denolle, M. and Seats, K. J. and Prieto, G.},
title = {A numeric evaluation of attenuation from ambient noise correlation functions},
journal = {Journal of Geophysical Research},
volume = {118},
number = {12},
pages = {6134--6145},
year = {2013},
doi = {10.1002/2012JB009513}
}
Solving the Surface-Wave Eigenproblem with Chebyshev Spectral Collocation
Denolle, M., Dunham, E. M., Beroza, G. C.
Bulletin of the Seismological Society of America, 102(3), pp 1214–1223 (2012) DOI: 10.1785/0120110183
@article{DenolleEtAl2012,
author = {Denolle, M. and Dunham, E. M. and Beroza, G. C.},
title = {Solving the Surface-Wave Eigenproblem with Chebyshev Spectral Collocation},
journal = {Bulletin of the Seismological Society of America},
volume = {102},
number = {3},
pages = {1214--1223},
year = {2012},
doi = {10.1785/0120110183}
}
On amplitude carried by the ambient seismic field
Prieto, G. A., Denolle, M., Lawrence, J. F., Beroza, G. C.
@article{PrietoEtAl2011,
author = {Prieto, G. A. and Denolle, M. and Lawrence, J. F. and Beroza, G. C.},
title = {On amplitude carried by the ambient seismic field},
journal = {Comptes Rendus Geoscience (Thematic Issue: Imaging and Monitoring with Seismic Noise)},
volume = {343},
doi = {https://doi.org/10.1016/j.crte.2011.03.006},
pages = {600--614},
year = {2011}
}
Evidence of active backthrusting at the NE Margin of Mentawai Islands, SW, Sumatra
Singh, S., Hananto, N., Chauhan, A., Permana, H., Denolle, M., Hendriyana, A., Natawidjaja, D.
@article{SinghEtAl2010,
author = {Singh, S. and Hananto, N. and Chauhan, A. and Permana, H. and Denolle, M. and Hendriyana, A. and Natawidjaja, D.},
title = {Evidence of active backthrusting at the NE Margin of Mentawai Islands, SW, Sumatra},
journal = {Geophysical Journal International},
volume = {180},
number = {2},
pages = {703--714},
year = {2010},
doi = {10.1111/j.1365-246X.2009.04458.x}
}
