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Papers matching “neural network generalization” 13

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Accelerating greenhouse gas retrievals with neural network-based forward models
2026 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more

0

citations
Hybrid modelling of leaf traits: Integrating neural networks with radiative transfer theory
2025 Remote Sensing of Environment article Environmental Science Remote Sensing in Agriculture Open access

Peng Sun, Peter M. van Bodegom, Joris Timmermans, Shuwen Liu, Jin Wu, Marco D. Visser

10

citations
Comment on egusphere-2026-4724
2026 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more

0

citations
Comment on egusphere-2026-4724
2026 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more

0

citations
Do Geospatial Foundation Models Improve SAR-Based Flood Mapping?
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Antara Dasgupta, Moetez Zouaidi

0

citations
floodGAN – A deep learning-based model for rapid urban flood forecasting
2022 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

0

citations
Global models and predictions of plant diversity based on advanced machine learning techniques
2022 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

185

citations
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data
2023 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

45

citations
Exploring the potential of in silico machine learning tools for the prediction of acute Daphnia magna nanotoxicity
2022 Chemosphere article Environmental Science Environmental Toxicology and Ecotoxicology Open access

Surendra Balraadjsing, Willie J.G.M. Peijnenburg, Martina G. Vijver

31

citations
Farmland quality assessment using deep learning and UAVs
2024 Remote Sensing Applications Society and Environment article Environmental Science Remote Sensing in Agriculture Open access

Antara Dasgupta, Björn Waske

3

citations
DeepFuse: Towards Frequent Flood Inundation Monitoring using AI and EO
2024 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Antara Dasgupta, Rakesh Sahu, Lasse Hybbeneth, Björn Waske

0

citations
The urban exposome and type 2 diabetes: A deep learning approach
2022 ISEE Conference Abstracts conference-abstract Environmental Science Health, Environment, Cognitive Aging Open access

Haykanush Ohanyan, Lützen Portengen, Oriana Kaplani, Gerard Hoek, Joline W.J. Beulens, Jeroen Lakerveld, +1 more

0

citations
TransFuse: Advancing Frequent Flood Monitoring using Vision Transformers and Earth Observation
2025 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Antara Dasgupta, Paul Christian Hosch, Rakesh Sahu, Björn Waske

0

citations

13 results