A Geospatial Foundation Model with applications to UK and IrelandHelen Tamura-WicksGeoffrey Dawsonet al.2024AGU 2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass EstimationMichal MuszynskiLevente Kleinet al.2024KDD 2024
Using continual pretraining with a geospatial foundation modelGeoffrey DawsonChris Deardenet al.2024ML4EO 2024
AI for Climate Impacts: Applications in Flood RiskAnne JonesJulian Kuehnertet al.2023NPJ Clim. Atmos. Sci.
A flexible, scalable, cloud-native framework for geospatial modellingBlair EdwardsPaolo Fraccaroet al.2023EGU 2023
ML approaches to flood susceptibility mapping at the country scaleGeoffrey DawsonJunaid Buttet al.2023EGU 2023
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?Michal MuszynskiTobias Hölzeret al.2022Big Data 2022
A Deep Learning Application to Map Weed Spatial Extent from Unmanned Aerial Vehicles ImageryPaolo FraccaroJunaid Buttet al.2022Remote Sensing