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Papers matching “training data transparency” 11

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Data-integrated executable publications for reproducible geohazards research
2023 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Julia Kowalski

0

citations
A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning
2024 Natural Hazards article Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Alexander Bast, Frank Graf, Julia Kowalski

9

citations
Comment on gmd-2022-2
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

0

citations
Comment on gmd-2022-2
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

0

citations
Comment on gmd-2022-2
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

0

citations
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

30

citations
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
2022 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

4

citations
Global fine resolution mapping of ozone metrics through explainable machine learning
2021 conference-abstract Environmental Science Air Quality Monitoring and Forecasting Open access

Clara Betancourt, Scarlet Stadtler, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Ribana Roscher, +2 more

8

citations
Emulation techniques for rapid flow-like geohazards: a case study-based performance analysis
2021 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Ivo Baselt, Ann-Kathrin Edrich, Jan‐Thomas Fischer, Martin Mergili, Hu Zhao, +1 more

0

citations
Cross-Biome Transferability of SAR-based Flood Mapping with Random Forests
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Paul Christian Hosch, Antara Dasgupta

0

citations
Paleo-grounded biodiversity foundation models for long-horizon species distribution forecasting
2026 Frontiers in Ecology and Evolution article Environmental Science Species Distribution and Climate Change Open access

Ulrike Herzschuh, Laura Schild, Luca Zsofia Farkas, Danu Caus, Jie Xia, Tobias Weigel, +19 more

0

citations

11 results