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Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Ying Wang, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J.G.M. Peijnenburg, Martina G. Vijver, +3 more
54citations -
Identification of driving factors of algal growth in the South-to-North Water Diversion Project by Transformer-based deep learning2023 Water Biology and Security article Environmental Science Aquatic Ecosystems and Phytoplankton Dynamics Open access
Jing Qian, Nan Pu, Li Qian, Xiaobai Xue, Yonghong Bi, Stefan Norra
23citations -
Learning from natural sediments to tackle microplastics challenges: A multidisciplinary perspective2022 Earth-Science Reviews article Environmental Science Microplastics and Plastic Pollution Open access
Kryss Waldschläger, Muriel Brückner, Bethanie Carney Almroth, Christopher R. Hackney, Tanveer M. Adyel, Olubukola S. Alimi, +19 more
233citations -
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 -
Predicting Aquatic Species Sensitivity Distributions Using Machine Learning in a Regulatory Setting2026 Chemical Research in Toxicology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Jordi Minnema, Emiel Rorije, Willie J.G.M. Peijnenburg, Pim N.H. Wassenaar
1citations -
Forecasting future states of the environment with machine learning: a case study on water scarcity2026 Journal of Industrial Ecology article Environmental Science Environmental Impact and Sustainability Open access
Niklas Engberg, Carlos Felipe Blanco, Valerio Barbarossa, Conny A. Bakker, Ruud Balkenende, Justin Z. Lian, +1 more
0citations -
What can we learn about tropospheric OH from satellite observations of methane?2025 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Elise Penn, Daniel J. Jacob, Zichong Chen, James D. East, Melissa Payer Sulprizio, Lori Bruhwiler, +5 more
7citations -
Toward a Climate OSSE Framework for Satellite Mission Design2025 Bulletin of the American Meteorological Society article Environmental Science Climate variability and models Open access
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier‐Walqui, G Cesana, Elizabeth C. Weatherhead, George Tselioudis, +20 more
0citations -
The role of crises in transformative change towards sustainability2023 Ecosystems and People article Environmental Science Sustainability and Climate Change Governance Open access
Claudia Pahl‐Wostl, Oghenekaro Nelson Odume, Geeske Scholz, Ancois Carien de Villiers, Ebenezer Forkuo Amankwaa
44citations