Atmospheric and Oceanic Physics · Physics
ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach
Sella Nevo, Gal Elidan, Avinatan Hassidim, Guy Shalev +3
2020-12-08
Machine Learning · Computer Science
Flood forecasting with machine learning models in an operational framework
Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger +27
2021-11-05
Machine Learning · Computer Science
AI Increases Global Access to Reliable Flood Forecasts
Grey Nearing, Deborah Cohen, Vusumuzi Dube, Martin Gauch +14
2023-11-07
Computer Vision and Pattern Recognition · Computer Science
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
Brandon Victor, Mathilde Letard, Peter Naylor, Karim Douch +3
2024-09-30
Machine Learning · Computer Science
Flood Prediction Using Machine Learning Models
Miah Mohammad Asif Syeed, Maisha Farzana, Ishadie Namir, Ipshita Ishrar +2
2022-08-03
Physics and Society · Physics
Local impacts on road networks and access to critical locations during extreme floods
Simone Loreti, Enrico Ser-Giacomi, Andreas Zischg, Margreth Keiler +1
2022-02-03
Machine Learning · Computer Science
ML for Flood Forecasting at Scale
Sella Nevo, Vova Anisimov, Gal Elidan, Ran El-Yaniv +10
2019-01-29
Physics and Society · Physics
A District-level Flood Severity Index for Flood Management in India
Manabendra Saharia, Sharad K Jain, Ved Prakash, Harshul Malik +2
2024-12-24
Computer Vision and Pattern Recognition · Computer Science
Mapping Global Floods with 10 Years of Satellite Radar Data
Amit Misra, Kevin White, Simone Fobi Nsutezo, William Straka +1
2025-04-30
Machine Learning · Computer Science
Machine Learning for Generalizable Prediction of Flood Susceptibility
Chelsea Sidrane, Dylan J Fitzpatrick, Andrew Annex, Diane O'Donoghue +2
2019-10-16
Computers and Society · Computer Science
Floods impact dynamics quantified from big data sources
David Pastor-Escuredo, Yolanda Torres, Maria Martinez, Pedro J. Zufiria
2020-06-25
Machine Learning · Computer Science
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches
Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske +1
2023-03-02
Computer Vision and Pattern Recognition · Computer Science
Transformer-based Flood Scene Segmentation for Developing Countries
Ahan M R, Roshan Roy, Shreyas Sunil Kulkarni, Vaibhav Soni +1
2022-10-11
Machine Learning · Computer Science
Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling
Niv Giladi, Zvika Ben-Haim, Sella Nevo, Yossi Matias +1
2021-11-02
Atmospheric and Oceanic Physics · Physics
Analysis of Mumbai Floods in recent Years with Crowdsourced Data
Shrabani Sailaja Tripathy, Sautrik Chaudhuri, Raghu Murtugudde, Vedant Mharte +5
2023-06-19
Computer Vision and Pattern Recognition · Computer Science
Feasibility study of urban flood mapping using traffic signs for route optimization
Bahareh Alizadeh, Diya Li, Zhe Zhang, Amir H. Behzadan
2021-09-29
Applications · Statistics
Regional Flood Risk Projections under Climate Change
Sanjib Sharma, Michael Gomez, Klaus Keller, Robert Nicholas +1
2021-08-27
Information Retrieval · Computer Science
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance
Tejit Pabari, Beth Tellman, Giannis Karamanolakis, Mitchell Thomas +10
2023-12-27
Computer Vision and Pattern Recognition · Computer Science
Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation
Veda Sunkara, Matthew Purri, Bertrand Le Saux, Jennifer Adams
2020-11-17
Computer Vision and Pattern Recognition · Computer Science
Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping
Sun Han Neo, Sachith Seneviratne, Herath Mudiyanselage Viraj Vidura Herath, Abhishek Saha +2
2025-11-19