TerraKit: an end-to-end library for preparation of AI-ready geospatial datasetsBlair EdwardsRosie Lickorishet al.2025AGU 2025
Compress Once, Decode Anywhere: Embedding Workflows with TerraTorchBianca ZadroznyIsabelle Wittmannet al.2025AGU 2025
Soma: Foundation Model for Multi-Modal Lunar Science using LRO DatasetsDaniela SzwarcmanSujit Royet al.2025AGU 2025
Comparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learningArash FathiJoao Lucas de Sousa Almeidaet al.2025AGU 2025
AI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube GenerationLevente KleinHendrik Hamannet al.2025AGU 2025
Filling the Gaps: Expert-Informed Multimodal Species Distribution Modeling for Data-Sparse RegionsElena SierraLevente Kleinet al.2025AGU 2025
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data ProductsGabby NyirjesyMaciel Zorteaet al.2025AGU 2025
Change detection of the Karukinka Nature Park peatlands ecosystem using multimodal foundation modelsZaheed GaffoorCraig Mahlasiet al.2025AGU 2025
Downstream Science Applications and Benchmark Development for Lunar Science Foundation ModelsAndrew AnnexMichael Barkeret al.2025AGU 2025
Precipitation Downscaling with Diffusion Models Conditioned on the Prithvi Weather Foundation ModelJorge Luis Guevara DiazVictor Nascimento Ribeiroet al.2025AGU 2025