Earth Observation Foundation Models for Region-Specific Flood SegmentationHelen Tamura-WicksGeoffrey Dawsonet al.2025ICLR 2025
Downstream Applications on Prithvi WxC: A Foundation Model for Weather and ClimateJohannes SchmudeSujit Royet al.2024AGU 2024
A Geospatial Foundation Model with applications to UK and IrelandHelen Tamura-WicksGeoffrey Dawsonet al.2024AGU 2024
Using continual pretraining with a geospatial foundation modelGeoffrey DawsonChris Deardenet al.2024ML4EO 2024
ClimateHub: Deep Search for Climate, Earth and Environmental SciencesKarthik MukkavilliThomas Brunschwileret al.2023AGU Fall 2023
AI Foundation Models for Weather and Climate: Applications, Design and ImplementationKarthik MukkavilliDaniel Salles Civitareseet al.2023arXiv
AI for Climate Impacts: Applications in Flood RiskAnne JonesJulian Kuehnertet al.2023NPJ Clim. Atmos. Sci.
End-to-end modelling of flood risk and impact for climate change resilienceAnne JonesAndrew Tayloret al.2023EGU 2023
Establishing a Geospatial Discovery Network with efficient discovery and modeling services in multi-cloud environmentsCampbell WatsonHendrik Hamannet al.2023EGU 2023
ML approaches to flood susceptibility mapping at the country scaleGeoffrey DawsonJunaid Buttet al.2023EGU 2023