S2S Extreme Weather Featurization: A Global Skill Assessment Study
- Zubeida Patel
- Gciniwe Simphiwe Baloyi
- et al.
- 2022
- EGU 2022
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36 results for Campbell Watson
ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation
- Mohamed Akram Zaytar
- Bianca Zadrozny
- et al.
- 2022
- EGU 2022
Biodiversity and forest fragmentation assessment based on aboveground biomass prediction produced by fine-tuned geospatial foundation models
- Levente Klein
- Gurkanwar Singh
- et al.
- 2024
- AGU 2024
TerraTorch: an Open-source Framework for Fine-tuning Geospatial Foundation Models
- Bianca Zadrozny
- Carlos Miguel Pina Vaz Gomes
- et al.
- 2024
- AGU 2024
Physics-Constrained Deep Learning for Downscaling
- Paula Harder
- Venkatesh Ramesh
- et al.
- 2023
- EGU 2023
Improving sub-seasonal to seasonal forecast using a time-series transformer
- Daniel Salles Civitarese
- Mohamed Akram Zaytar
- et al.
- 2022
- AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysis
- Zaheed Gaffoor
- Zubeida Patel
- et al.
- 2022
- AGU Fall 2022
Towards Accelerated Discovery Services for Geospatio-temporal Foundation Models
- 2022
- AGU Fall 2022
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
- Michal Muszynski
- Levente Klein
- et al.
- 2024
- KDD 2024
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AAAI-FS 2022