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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

Showing 5160 of 518 papers

TitleStatusHype
Deep Random Features for Scalable Interpolation of Spatiotemporal DataCode1
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language ModelsCode1
Attentive Contextual Attention for Cloud RemovalCode1
Explainable Earth Surface Forecasting under Extreme EventsCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised PretrainingCode1
HTD-Mamba: Efficient Hyperspectral Target Detection with Pyramid State Space ModelCode1
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral DataCode1
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation PretrainingCode1
A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of PovertyCode1
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