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ml4xcube: Machine Learning Toolkits for Earth System Data Cubes

J. Peters, A. Neumann, M. Jaeger, L. Gienapp, and J. Umlauft. (2024)

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Mapping Glacier Basal Sliding with Beamforming and Artificial IntelligenceJ. Umlauft, P. Roux, A. Lecointre, F. Gimbert, U. Nanni, A. Walpersdorf, B. Rouet-LeDuc, C. Hulbert, D. Trugman, and P. Johnson. EGU General Assembly Conference Abstracts, page EGU22--6948. (2022)Self-Supervised Coherence-Based Denoising on Cryoseismological Distributed Acoustic Sensing DataJ. Zitt, P. Paitz, F. Walter, and J. Umlauft. Authorea Preprints, (2024)Stick-slip tremor beneath an alpine glacierJ. Umlauft, F. Lindner, P. Roux, T. Mikesell, M. Haney, M. Korn, and F. Walter. Geophysical Research Letters, 48 (2): e2020GL090528 (2021)Mapping glacier basal sliding applying machine learningJ. Umlauft, C. Johnson, P. Roux, D. Trugman, A. Lecointre, A. Walpersdorf, U. Nanni, F. Gimbert, B. Rouet-Leduc, C. Hulbert and 3 other author(s). J. Geophys. Res. Earth Surf., (November 2023)How trees sway and what it tells us about their overall vitalityJ. Roth, K. Mora, D. Al-Halbouni, R. Richter, T. Kattenborn, S. Wieneke, A. Bastos, A. Weigelt, C. Wirth, and J. Umlauft. Copernicus Meetings, (2024)Mapping glacier basal sliding with machine learningJ. Umlauft, C. Johnson, P. Roux, D. Trugman, A. Lecointre, A. Walpersdorf, U. Nanni, F. Gimbert, B. Rouet-Leduc, C. Hulbert and 1 other author(s). (2023)Rayleigh-wave multicomponent crosscorrelation-based source strength distribution inversions. Part 2: a workflow for field seismic dataZ. Xu, T. Mikesell, J. Umlauft, and G. Gribler. Geophysical Journal International, 222 (3): 2084--2101 (2020)North Atlantic influence on Holocene flooding in the southern Greater CaucasusH. von Suchodoletz, C. Zielhofer, S. Hoth, J. Umlauft, B. Schneider, C. Zeeden, L. Sukhishvili, and D. Faust. The Holocene, 28 (4): 609--620 (2018)Mapping glacier basal sliding applying machine learningJ. Umlauft, C. Johnson, P. Roux, D. Trugman, A. Lecointre, A. Walpersdorf, U. Nanni, F. Gimbert, B. Rouet-Leduc, C. Hulbert and 1 other author(s). Journal of Geophysical Research: Earth Surface, 128 (11): e2023JF007280 (2023)Denoising cryoseismological distributed acoustic sensing data using a deep neural networkJ. Zitt, P. Paitz, F. Walter, and J. Umlauft. EGU General Assembly Conference Abstracts, page EGU--13269. (2023)

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ml4xcube: Machine Learning Toolkits for Earth System Data Cubes

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML ml4xcube: Machine Learning Toolkits for Earth System Data Cubes

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ml4xcube: Machine Learning Toolkits for Earth System Data Cubes