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Papers matching “deep neural network training” 14

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Estimation of Cloud Condensation Nuclei (CCN) from SPEXone on PACE using a deep neural network retrieval algorithm
2025 conference-abstract Environmental Science Atmospheric aerosols and clouds Open access

Neranga Hannadige, Guangliang Fu, Bastiaan van Diedenhoven, Hailing Jia, Otto Hasekamp

0

citations
Physics-informed neural networks applied to catastrophic creeping landslides
2023 Landslides article Environmental Science Landslides and related hazards Open access

Ahmad Moeineddin, Carolina Seguí, Stephan Dueber, Raúl Fuentes

42

citations
Estimation of Cloud Condensation Nuclei (CCN) from SPEXone on PACE using a neural network retrieval algorithm: Comparison to AERONET and ATLID/EarthCARE
2026 conference-abstract Environmental Science Atmospheric aerosols and clouds Open access

Neranga Hannadige, Guangliang Fu, Bastiaan van Diedenhoven, Hailing Jia, Zihao Yuan, Otto Hasekamp

0

citations
Physics-Informed Neural Networks Applied to Catastrophic Creeping Landslides
2023 preprint Environmental Science Landslides and related hazards Open access

Ahmad Moeineddin, Carolina Segui, Stephan Dueber, Raúl Fuentes

1

citations
IUCNN - deep learning approaches to approximate species’ extinction risk
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

Alexander Zizka, Tobias Andermann, Daniele Silvestro

1

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
floodGAN: Using Deep Adversarial Learning to Predict Pluvial Flooding in Real Time
2021 Water article Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

110

citations
Application of Laser-Induced, Deep UV Raman Spectroscopy and Artificial Intelligence in Real-Time Environmental Monitoring—Solutions and First Results
2021 Sensors article Environmental Science Water Quality Monitoring and Analysis Open access

Claudia Post, Simon Brülisauer, Kryss Waldschläger, William F. Hug, Luis Grüneis, Niklas Heyden, +7 more

56

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
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
Influence of image source type and spatial resolution on deep learning-based automated green roof recognition
2025 conference-abstract Environmental Science Urban Heat Island Mitigation Open access

Andrea Cominola, Pascal Sebastian Legrum, Antara Dasgupta

0

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
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
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

14 results