Sophie de Roda Husman

Deep Learning Regional Climate Model Emulators: A Comparison of Two Downscaling Training Frameworks

Marijn van der Meer, Sophie de Roda Husman, Stef Lhermitte · Journal of Advances in Modeling Earth Systems · 2023 · 44 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16

Remote Sensing of Surface Melt on Antarctica: Opportunities and Challenges

Sophie de Roda Husman, Zhongyang Hu, Bert Wouters et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 40 citations · Full text

Natural Sciences, Earth Sciences, Cryosphere Studies +16

A high-resolution record of surface melt on Antarctic ice shelves using multi-source remote sensing data and deep learning

Sophie de Roda Husman, Stef Lhermitte, Jordi Bolíbar et al. · Remote Sensing of Environment · 2023 · 34 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +17

Integrating intensity and context for improved supervised river ice classification from dual-pol Sentinel-1 SAR data

Sophie de Roda Husman, J.J. van der Sanden, Stef Lhermitte et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 26 citations · Full text

Natural Sciences, Earth Sciences, Geoinformatics +17

Substantial contribution of slush to meltwater area across Antarctic ice shelves

Rebecca Dell, Ian Willis, Neil Arnold et al. · Nature Geoscience · 2024 · 23 citations · Full text

Natural Sciences, Earth Sciences, Physical Geography +17