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Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
1citations -
How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
0citations -
Data: Acoustic disturbance in blue mussels: sound-induced valve closure varies with pulse train speed but does not affect phytoplankton clearance rate2022 Leiden Repository (Leiden University) article Environmental Science Marine animal studies overview Open access
Jeroen Hubert, Rosalie Moens, Rob Witbaard, Hans Slabbekoorn
0citations -
Data: Acoustic disturbance in blue mussels: sound-induced valve closure varies with pulse train speed but does not affect phytoplankton clearance rate2022 Leiden Repository (Leiden University) article Environmental Science Marine animal studies overview Open access
Jeroen Hubert, Rosalie Moens, Rob Witbaard, Hans Slabbekoorn
0citations -
Data from: Accelerating greenhouse gas retrievals with neural network-based forward models2026 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more
0citations -
Data from: Accelerating greenhouse gas retrievals with neural network-based forward models2026 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more
0citations -
Data from: Adaptive data collection strategies for spatial capture-recapture monitoring: Linking monitoring approaches to seasonal variation in density and space use2026 Socio-Environmental Systems Modeling dataset Environmental Science Wildlife Ecology and Conservation Open access
Mumbi Chege, Arjun M. Gopalaswamy, Elphas Bitok, Femke Broekhuis, Laura D. Bertola, Linus Kariuki, +8 more
0citations -
A Data-Driven Approach to Ship Energy Management: Incorporating Automated Tracking System Data and Weather Information2023 Journal of Marine Science and Engineering article Environmental Science Maritime Transport Emissions and Efficiency Open access
Cem Ünlübayir, Ulrich Hermann Mierendorff, Martin Börner, Katharina Lilith Quade, Alexander Blömeke, Florian Ringbeck, +1 more
13citations -
Atoll biodiversity and environments: an AI-ready, interactive data portal for Indo-Pacific atolls2026 Frontiers in Environmental Science data-paper Environmental Science Coral and Marine Ecosystems Studies Open access
Sebastian Steibl, M. Burnett, Nick D. Holmes, Alex S. Wegmann, James Charles Russell
3citations -
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent
Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach
45citations -
Training-free thick cloud removal for Sentinel-2 imagery using value propagation interpolation2024 ISPRS Journal of Photogrammetry and Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Laurens Arp, Holger H. Hoos, Peter M. van Bodegom, Alistair Francis, James Wheeler, Dean van Laar, +1 more
23citations -
Five years of GOSAT-2 retrievals with RemoTeC: XCO 2 and XCH 4 data products with quality filtering by machine learning2025 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Andrew Gerald Barr, Jochen Landgraf, Mari C. Martinez-Velarte, Mihalis Vrekoussis, Ralf Sussmann, Isamu Morino, +7 more
3citations -
Atoll biodiversity and environments: an AI-ready, interactive data portal for Indo-Pacific atolls2025 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Coral and Marine Ecosystems Studies Open access
Sebastian Steibl, M. Burnett, Nick D. Holmes, Alex S. Wegmann, James Charles Russell
0citations -
A Machine Learning Approach to Upscale Net Ecosystem Exchange to a Regional Scale: Integration of Eddy Covariance, Remote Sensing and Reanalysis Data2020 conference-abstract Environmental Science Plant Water Relations and Carbon Dynamics Open access
Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner
0citations