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Papers matching “task mapping” 11

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A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning
2024 Natural Hazards article Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Alexander Bast, Frank Graf, Julia Kowalski

9

citations
Cross-Biome Feature Importance Stability Analysis for SAR-based Flood Mapping with Random Forests
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Parisa Havakhor, Paul Christian Hosch, 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
Global fine resolution mapping of ozone metrics through explainable machine learning
2021 conference-abstract Environmental Science Air Quality Monitoring and Forecasting Open access

Clara Betancourt, Scarlet Stadtler, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Ribana Roscher, +2 more

8

citations
A benchmark dataset and workflow for landslide susceptibility zonation
2024 Earth-Science Reviews article Environmental Science Landslides and related hazards Open access

Massimiliano Alvioli, Marco Loche, Liesbet Jacobs, Carlos Henrique Grohmann, Minu Treesa Abraham, Kunal Gupta, +22 more

57

citations
State estimation of urban air pollution with statistical, physical, and super-learning graph models
2024 Advances in Computational Science and Engineering article Environmental Science Air Quality Monitoring and Forecasting Open access

Matthieu Dolbeault, Olga Mula, Agustín Somacal

1

citations
Comparison of three global canopy height maps and their applicability to biodiversity modeling: Accuracy issues revealed
2024 Ecosphere article Environmental Science Remote Sensing and LiDAR Applications Open access

Vítězslav Moudrý, Lukáš Gábor, Suzanne Mariëlle Marselis, Petra Pracná, Vojtěch Barták, Jiří Prošek, +13 more

37

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
Computationally-feasible uncertainty quantification in model-based landslide risk assessment
2023 Frontiers in Earth Science article Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

12

citations
Paleo-grounded biodiversity foundation models for long-horizon species distribution forecasting
2026 Frontiers in Ecology and Evolution article Environmental Science Species Distribution and Climate Change Open access

Ulrike Herzschuh, Laura Schild, Luca Zsofia Farkas, Danu Caus, Jie Xia, Tobias Weigel, +19 more

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

11 results