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Papers matching “deep mapping” 29

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DeepFuse2.0: Novel Deep Learning-based Fusion of Satellite-based Hydroclimatic Data and Flood Conditioning Factors for Daily Flood Extent Mapping
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Ali Surojaya, Ravi Kumar, Antara Dasgupta

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
Repurposing of idle wells from the oil and gas industry into deep borehole heat exchangers
2023 conference-abstract Energy Geothermal Energy Systems and Applications Open access

Nora Koltzer, Johannes Schoenherr, Maximilian Sporleder, Sebastian Andreas Steininger, Marcel Halm, Michael Kettermann, +1 more

0

citations
Insights into the deep geothermal potential from heat in place calculations of the Berlin/Brandenburg region (Germany)
2022 conference-abstract Energy Geothermal Energy Systems and Applications Open access

Laureen Benoit, Judith Bott, Magdalena Scheck‐Wenderoth

0

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
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
Advancing RemoTAP: A Deep Learning Framework for Predictive Dynamic Quality Assessment in Multi-Angle Polarimetry
2026 conference-abstract Environmental Science Atmospheric aerosols and clouds Open access

Piyushkumar N. Patel, Bastiaan van Diedenhoven, Otto Hasekamp, Guangliang Fu

0

citations
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
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
A modular and scalable workflow for data-driven modelling of shallow landslide susceptibility
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski

2

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
Enormous erosion in mining areas during the 2021 July flood in western Germany: Examples from the Inde and Erft River
2022 conference-abstract Environmental Science Hydrology and Sediment Transport Processes Open access

Frank Lehmkuhl, Georg Stauch, Philipp Schulte, Stefanie Wolf, Catrina Brüll

4

citations
Geothermal exploitation in the inverted part of the Lower Saxony Basin: A case study from the Minden area
2022 conference-abstract Energy Geothermal Energy Systems and Applications Open access

Olga Knaub, Alexander Jüstel, Gregor Bussmann, Florian Wellmann, Peter A. Kukla

0

citations
Crustal Stress Field Variations and Fault Reactivation Potential in the Lower Rhine Graben and its Adjacent Regions
2026 conference-abstract Earth and Planetary Sciences earthquake and tectonic studies Open access

Michał Kruszewski, Adam Jones, Alessandro Verdecchia, Sebastián Carrasco, Thomas Oswald, Rebecca Harrington, +1 more

0

citations
Automatization of Geomechanical Modeling for Complex Geological Structures Using Isogeometric Analysis
2026 conference-abstract Engineering Advanced Numerical Analysis Techniques Open access

Racha Achour, Denise Degen, Oliver Heidbach, Karsten Reiter, Mauro Cacace, Florian Wellmann

0

citations
The DEGREE Project: A Digital Laboratory for Geothermal Exploration in the Eifel Region
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Jacob Frasunkiewicz, Patrick Laumann, Atefeh Rahimi

0

citations
The GeoHEAT project: Georadar-Aided High-Resolution Exploration for Advancing Geothermal Energy Usage
2026 conference-abstract Energy Geothermal Energy Systems and Applications Open access

Linus Villiger, Alexis Shakas, Edoardo Pezzulli, Christin Bobe, Florian Wellmann, Erik Hans Saenger, +1 more

0

citations
The 3-D anatomy of the Cuolm da Vi slope instability
2026 conference-abstract Environmental Science Landslides and related hazards Open access

Cédric Schmelzbach, Tjeerd Kiers, Nils Chudalla, Florian Amann, Yves Bonanomi

0

citations
Neptune Orbital Survey and TRiton Orbiter MissiOn (NOSTROMO): A Mission Concept to Explore the Neptune-Triton System.
2025 conference-abstract Physics and Astronomy Astro and Planetary Science Open access

Aurélie Van den Neucker, Laura Pirker, Georgia Moutsiana, Anike Ohm, Quentin Rommel, Alexander Bühler, +5 more

0

citations
Venus Express as precursor of the Venus Decade
2022 conference-abstract Physics and Astronomy Planetary Science and Exploration Open access

Dmitrij V. Titov, Anne Grete Straume-Lindner, Colin Wilson

0

citations
The Line Emission TeraHertz Observatory: exploring the lifecycle of the ISM and the origins of water
2026 conference-abstract Physics and Astronomy Astrophysics and Star Formation Studies

D. Rigopoulou, Peter Roelfsema, William Grainger, Chris Pearson, Boon-Kok Tan, W. M. Laauwen, +9 more

0

citations
Finding a way towards Population Health Management on the Central Coast, Australia
2023 International Journal of Integrated Care conference-abstract Health Professions Public Health Policies and Education Open access

Annefrans F. T. M. van Ede, Nick Goodwin, Niki Kajons

0

citations
Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections
2020 conference-abstract Computer Science Advanced Neural Network Applications Open access

Jiaxin Yu, Joyce Schmatz, Marven von Domarus, Mingze Jiang, Simon Virgo, Bastian Leibe, +1 more

0

citations
3D lithospheric structure and density of the NE Atlantic
2020 conference-abstract Earth and Planetary Sciences Geological and Geophysical Studies Open access

Marı́a Laura Gómez Dacal, Jan Inge Faleide, Mansour M. Abdelmalak, Magdalena Scheck‐Wenderoth, Denis Anikiev, Christian Meeßen

1

citations
Seismic and sedimentological characterization of the post-eruption infill of the Laacher See caldera lake in Germany
2025 conference-abstract Earth and Planetary Sciences Geological and Geophysical Studies Open access

Stijn Albers, Thomas Vandorpe, Corentin Caudron, Maarten Van Daele, Joachim R R Ritter, Klaus R. Reicherter, +1 more

0

citations