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A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
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
55citations -
Global models and predictions of plant diversity based on advanced machine learning techniques2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access
Lirong Cai, Holger Kreft, Amanda Taylor, Pierre Denelle, Julian Schrader, Franz Essl, +19 more
185citations -
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 -
Enhancing Research-to-Operations in Hydrological Forecasting: Innovations across Scales and Horizons2025 Bulletin of the American Meteorological Society article Environmental Science Hydrology and Watershed Management Studies Open access
Ilias G. Pechlivanidis, Yiheng Du, James Clement Bennett, Marie‐Amélie Boucher, Annie Y.-Y. Chang, Louise Crochemore, +17 more
17citations -
Introduction to the CO-MICC pilot climate service: Supporting risk assessment and adaptation by providing multi-model based information on freshwater-related hazards of climate change for all land areas of the globe2022 conference-abstract Environmental Science Hydrology and Watershed Management Studies Open access
Stephan Dietrich, Denise Cáceres, Fabian Kneier, Petra Doell, Dirk Schwanenberg
0citations -
Integrated Methane Inversion (IMI 1.0): a user-friendly, cloud-based facility for inferring high-resolution methane emissions from TROPOMI satellite observations2022 Geoscientific model development article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Daniel J. Varon, Daniel J. Jacob, Melissa Payer Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +7 more
64citations
23 results