TerraMind: Large-Scale Generative Multimodality for Earth ObservationJohannes JakubikFelix Yanget al.2025ICCV 2025Conference paper
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation ModelsFrancesc Marti EscofetBenedikt Blumenstielet al.2025ECML PKDD 2025Conference paper
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation DataBenedikt BlumenstielPaolo Fraccaroet al.2025CVPR 2025Workshop paper
Earth Observation Foundation Models for Region-Specific Flood SegmentationHelen Tamura-WicksGeoffrey Dawsonet al.2025ICLR 2025Workshop paper
Lossy Neural Compression for Geospatial Analytics: A ReviewCarlos Miguel Pina Vaz GomesIsabelle Wittmannet al.2025Ieee Geoscience And Remote Sensing MagazinePaper
Towards Multi Modal Geospatial Foundation Models With Multiple ResolutionsNaomi SimumbaJohannes Jakubiket al.2024AGU 2024Conference paper
Global Area Sampling for Geospatial Foundation ModelDaiki KimuraNaomi Simumbaet al.2024AGU 2024Conference paper
Towards A Benchmark For Satellite Image Segmentation With Geospatial Foundation ModelsNaomi SimumbaPriyanka Shuklaet al.2024AGU 2024Talk
4M4EO – Massively Multi-Modal Masked Autoencoders for Earth ObservationJohannes JakubikBenedikt Blumenstielet al.2024AGU 2024Talk
Prithvi V1.0: Generalist Geospatial Foundation Model on Global HLS DataDaniela SzwarcmanSujit Royet al.2024AGU 2024Talk