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Earth Surface Forecasting

Conditional forecasting of future multi-spectral imagery.

Papers

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Showing 1–7 of 7 papers

TitleStatusHype
Earthformer: Exploring Space-Time Transformers for Earth System ForecastingCode2
Deep learning for satellite image forecasting of vegetation greennessCode1
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction taskCode1
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impactsCode1
Explainable Earth Surface Forecasting under Extreme EventsCode1
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based ModelCode0
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models—0
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