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Earth Observation

Earth Observation (EO) refers to the use of remote sensing technologies to monitor land, marine (seas, rivers, lakes) and atmosphere. Satellite-based EO relies on the use of satellite-mounted payloads to gather imaging data about the Earth’s characteristics. The images are then processed and analyzed in order to extract different types of information that can serve a very wide range of applications and industries.

Papers

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Showing 101–110 of 518 papers

TitleStatusHype
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impactsCode1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
EarthPT: a time series foundation model for Earth ObservationCode1
DOTA: A Large-scale Dataset for Object Detection in Aerial ImagesCode1
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity PredictionCode1
Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyCode1
Distribution Shifts at Scale: Out-of-distribution Detection in Earth ObservationCode1
Deep learning for satellite image forecasting of vegetation greennessCode1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential EquationsCode1
Deep Random Features for Scalable Interpolation of Spatiotemporal DataCode1
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