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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 -
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 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 -
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 -
Upscaling Net Ecosystem Exchange Over Heterogeneous Landscapes With Machine Learning2021 Geo-Leo e-docs (Deutsche Initiative für Netzwerkinformation) article Environmental Science Plant Water Relations and Carbon Dynamics Open access
Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner
50citations -
Ozone exceedance forecasting with enhanced extreme instance augmentation: A case study in Germany2024 Environmental Modelling & Software article Environmental Science Air Quality Monitoring and Forecasting Open access
Tuo Deng, Astrid Manders, Arjo J. Segers, Arnold Willem Heemink, Hai Xiang Lin
3citations -
Identifying Chemical Aerosol Signatures using Optical Suborbital Observations: How much can optical properties tell us about aerosol composition?2021 Maryland Shared Open Access Repository (USMAI Consortium) article Environmental Science Atmospheric aerosols and clouds Open access
Meloë S. F. Kacenelenbogen, S. P. Burton, Otto Hasekamp, K. D. Froyd, Y. Shinozuka, A. J. Beyersdorf, +12 more
0citations -
Explainable Comparison of Feature-Based and Deep Learning Models for TROPOMI Methane Plume Screening2026 arXiv (Cornell University) preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Solomiia Kurchaba, Joannes D. Maasakkers, Berend J. Schuit, Ilse Aben
0citations
24 results