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Advancing Earth Observation: A Survey on AI-Powered Image Processing in Satellites

• Authors : Duggan, Aidan; Andrade, Bruno; Afli, Haithem

Subjects: Computer Science - Machine Learning; Computer Science - Computer Vision and Pattern Recognition

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Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach

• Authors : Mena, Francisco; Arenas, Diego; Dengel, Andreas

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Computer Science - Computer Vision and Pattern Recognition

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Increasing global ecosystem respiration between 1982 and 2015 from Earth observation-based modelling

• Authors : Tagesson, Torbern; Kelly, Julia; Schurgers, Guy

Subjects: climate change; Earth observation; land surface temperature

• Source: Global Ecology and Biogeography BECC: Biodiversity and Ecosystem services in a Changing Climate MERGE: ModElling the Regional and Global Earth system eSSENCE: The

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REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation

• Authors : Xue, Xizhe; Wei, Guoting; Chen, Hao

Subjects: Computer Science - Computer Vision and Pattern Recognition

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AnySat: An Earth Observation Model for Any Resolutions, Scales, and Modalities

• Authors : Astruc, Guillaume; Gonthier, Nicolas; Mallet, Clement

Subjects: Computer Science - Computer Vision and Pattern Recognition

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Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation

• Authors : Ekim, Burak; Tadesse, Girmaw Abebe; Robinson, Caleb

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence; Computer Science - Machine Learning

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EOGS: Gaussian Splatting for Earth Observation

• Authors : Aira, Luca Savant; Facciolo, Gabriele; Ehret, Thibaud

Subjects: Computer Science - Computer Vision and Pattern Recognition

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Scalable Data Transmission Framework for Earth Observation Satellites with Channel Adaptation

• Authors : Bui, Van-Phuc; Pandey, Shashi Raj; Leyva-Mayorga, Israel

Subjects: Electrical Engineering and Systems Science - Signal Processing

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How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning

• Authors : Wang, Yuanyuan; Song, Qian; Wasif, Dawood

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Electrical Engineering and Systems Science - Image and Video Processing

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Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications

• Authors : Szwarcman, Daniela; Roy, Sujit; Fraccaro, Paolo

Subjects: Computer Science - Computer Vision and Pattern Recognition

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