The OlmoEarth v1.1 family introduces a more efficient architecture for satellite imagery analysis. These models optimize spatial-temporal data processing to reduce compute costs without sacrificing accuracy. This update streamlines how researchers extract environmental insights from massive datasets. Practitioners can now deploy high-resolution Earth observation tools with significantly lower latency and memory overhead.