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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 101–125 of 518 papers

TitleStatusHype
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation ModelsCode3
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation ApplicationsCode3
Tomographic SAR Reconstruction for Forest Height Estimation—0
Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps—0
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language ModelsCode1
Benchmarking Agility and Reconfigurability in Satellite Systems for Tropical Cyclone Monitoring—0
Rapid Distributed Fine-tuning of a Segmentation Model Onboard SatellitesCode0
Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote SensingCode0
Attentive Contextual Attention for Cloud RemovalCode1
Artificial Intelligence Mangrove Monitoring System Based on Deep Learning and Sentinel-2 Satellite Data in the UAE (2017-2024)—0
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language InterpretationCode2
Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach—0
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation—0
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation AdaptationCode2
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs—0
Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)—0
Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image ClassificationCode0
Geometric Correction and Mosaic Generation of Geo High Resolution Camera Images—0
Spatioformer: A Geo-encoded Transformer for Large-Scale Plant Species Richness Prediction—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
Foundation Models for Remote Sensing and Earth Observation: A SurveyCode2
Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach—0
Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation DataCode2
On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation—0
Frequency-Temporal Attention Network for Remote Sensing Imagery Change DetectionCode0
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