The OlmoEarth v1.1 family introduces specialized models trained on massive geospatial datasets. These iterations optimize efficiency and accuracy for Earth observation tasks compared to previous versions. Researchers can now process satellite imagery with lower compute overhead. This update streamlines the pipeline for environmental monitoring and planetary-scale analysis using open-weights architecture.