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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 -
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 -
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 -
bRacatus : A method to estimate the accuracy and biogeographical status of georeferenced biological data2021 Methods in Ecology and Evolution article Environmental Science Species Distribution and Climate Change Open access
Eduardo Arlé, Alexander Zizka, Petr Keil, Marten Winter, Franz Essl, Tiffany M. Knight, +3 more
22citations -
Adaptive data collection strategies for spatial capture–recapture monitoring: Linking monitoring approaches to seasonal variation in density and space use2026 Ecological Solutions and Evidence article 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 blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases2023 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Nicholas Balasus, Daniel J. Jacob, Alba Lorente, Joannes D. Maasakkers, Robert J. Parker, Hartmut Boesch, +4 more
82citations -
AutoML for estimating grass height from ETM+/OLI data from field measurements at a nature reserve2022 GIScience & Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nuno César de Sá, Mitra Baratchi, Vincent Buitenhuis, Perry Cornelissen, Peter M. van Bodegom
13citations -
Automated detection and monitoring of methane super-emitters using satellite data2023 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Berend J. Schuit, Joannes D. Maasakkers, Pieter van der Bijl, Gourav Mahapatra, Anne-Wil Van den Berg, Sudhanshu Pandey, +12 more
125citations -
Sensitivity analysis for the detection of NO2 plumes from seagoing ships using TROPOMI data2024 Remote Sensing of Environment article Environmental Science Maritime Transport Emissions and Efficiency Open access
Solomiia Kurchaba, Artur Sokolovsky, Jasper van Vliet, Fons J. Verbeek, Cor J. Veenman
19citations -
Ship operational data driven fuel efficiency assessment for shaft generator using input convex neural network2026 Energy Reports article Environmental Science Maritime Transport Emissions and Efficiency Open access
Daehyuk Kim, SoonSik Jang, Jung-il Lee, Shin Hyung Rhee, Hyukchan Kwon, Hyunhak Jeong
1citations -
Cloud detection from multi-angular polarimetric satellite measurements using a neural network ensemble approach2024 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access
Zihao Yuan, Guangliang Fu, Bastiaan van Diedenhoven, Hai Xiang Lin, Jan Willem Erisman, Otto Hasekamp
6citations -
Biodiversity Genomics Europe plus (BGE+) Project – Abridged Grant Proposal2026 Research Ideas and Outcomes article Environmental Science Environmental DNA in Biodiversity Studies Open access
Dimitrios Koureas, Eva Alonso, Pedro Rui Beja, Astrid Böhne, Sarah J. Bourlat, Elena Bužan, +55 more
0citations