Publications

J Umlauft, und M Korn. 3-D fluid channel location from noise tremors using matched field processing. Geophysical Journal International, (219)3:1550--1561, Oxford University Press, 2019. [PUMA: imported topic_earthenvironment]

Josefine Umlauft, Philippe Roux, Albanne Lecointre, Florent Gimbert, Ugo Nanni, Andrea Walpersdorf, Bertrand Rouet-LeDuc, Claudia Hulbert, Daniel Trugman, und Paul Johnson. Mapping Glacier Basal Sliding with Beamforming and Artificial Intelligence. EGU General Assembly Conference Abstracts, EGU22--6948, 2022. [PUMA: imported topic_earthenvironment]

Johanna Zitt, Patrick Paitz, Fabian Walter, und Josefine Umlauft. Self-Supervised Coherence-Based Denoising on Cryoseismological Distributed Acoustic Sensing Data. Authorea Preprints, Authorea, 2024. [PUMA: imported topic_earthenvironment]

Johanna Zitt, Patrick Paitz, Fabian Walter, und Josefine Umlauft. Uncovering Stick-Slip Events: Denoising Cryoseismological Distributed Acoustic Sensing Data with an Autoencoder. 2024. [PUMA: imported topic_earthenvironment]

Josefine Umlauft, Christopher W Johnson, Philippe Roux, Daniel Taylor Trugman, Albanne Lecointre, Andrea Walpersdorf, Ugo Nanni, Florent Gimbert, Bertrand Rouet-Leduc, Claudia Hulbert, und others. Mapping glacier basal sliding with machine learning. EarthArXiv, 2023. [PUMA: imported topic_earthenvironment]

Josefine Umlauft, Christopher W Johnson, Philippe Roux, Daniel Taylor Trugman, Albanne Lecointre, Andrea Walpersdorf, Ugo Nanni, Florent Gimbert, Bertrand Rouet-Leduc, Claudia Hulbert, und others. Mapping glacier basal sliding applying machine learning. Journal of Geophysical Research: Earth Surface, (128)11:e2023JF007280, 2023. [PUMA: imported topic_earthenvironment]

Hans von Suchodoletz, Andreas Gärtner, Silvan Hoth, Josefine Umlauft, Lasha Sukhishvili, und Dominik Faust. Late Pleistocene river migrations in response to thrust belt advance and sediment-flux steering—The Kura River (southern Caucasus). Geomorphology, (266):53--65, Elsevier, 2016. [PUMA: imported topic_earthenvironment]

Gunnar Brandt, Alicja Balfanz, Norman Fomferra, Tejas Morbagal Harish, Miguel Mahecha, Guido Kraemer, David Montero, Stephan Meißl, Stefan Achtsnit, Josefine Umlauft, und others. DeepESDL-an open platform for research and collaboration in Earth Sciences. EGU General Assembly Conference Abstracts, EGU--15225, 2023. [PUMA: imported topic_earthenvironment]

Josefine Umlauft, Fabian Lindner, Philippe Roux, Thomas D Mikesell, Matthew M Haney, Michael Korn, und Fabian T Walter. Stick-slip tremor beneath an alpine glacier. Geophysical Research Letters, (48)2:e2020GL090528, Wiley Online Library, 2021. [PUMA: imported topic_earthenvironment]

Hortencia Flores Estrella, Josefine Umlauft, Andreas Schmidt, und Michael Korn. Locating mofettes using seismic noise records from small dense arrays and matched field processing analysis in the NW Bohemia/Vogtland Region, Czech Republic. Near Surface Geophysics, (14)4:327--335, European Association of Geoscientists & Engineers, 2016. [PUMA: imported topic_earthenvironment]

Clemens Mosig, Janusch Vajna-Jehle, Miguel D Mahecha, Yan Cheng, Henrik Hartmann, David Montero, Samuli Junttila, Stephanie Horion, Mirela Beloiu Schwenke, Stephen Adu-Bredu, und others. deadtrees. earth-An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics. bioRxiv, 2024--10, Cold Spring Harbor Laboratory, 2024. [PUMA: imported topic_earthenvironment]

Johanna Zitt, Patrick Paitz, Fabian Walter, und Josefine Umlauft. Denoising cryoseismological distributed acoustic sensing data using a deep neural network. EGU General Assembly Conference Abstracts, EGU--13269, 2023. [PUMA: imported topic_earthenvironment]

Hannah Marie Eichholz, Jan Kretzschmar, Duncan Watson-Parris, Josefine Umlauft, und Johannes Quaas. Towards machine-learning calibration of cloud parameters in the kilometre-resolution ICON atmosphere model. EGU General Assembly Conference Abstracts, EGU--5003, 2023. [PUMA: imported topic_earthenvironment]

Zongbo Xu, T Dylan Mikesell, Josefine Umlauft, und Gabriel Gribler. Rayleigh-wave multicomponent crosscorrelation-based source strength distribution inversions. Part 2: a workflow for field seismic data. Geophysical Journal International, (222)3:2084--2101, Oxford University Press, 2020. [PUMA: imported topic_earthenvironment]

Hannah Marie Eichholz, Jan Kretzschmar, Josefine Umlauft, und Johannes Quaas. Optimizing Kilometer-Scale Climate Modeling: Refining Cloud Microphysics Using Machine Learning and Satellite Correlation. 2024. [PUMA: imported topic_earthenvironment]