Papers matching “machine learning training” 83
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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 -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 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
30citations -
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 -
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 -
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 -
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 -
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 -
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 -
Machine learning-based emission rate estimates of global methane super-emissions2026 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Clayton Roberts, Joannes D. Maasakkers, Tobias A. de Jong, Berend J. Schuit, Shubham Sharma, Théo Huegens, +3 more
0citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations