Featured
18 Mins Read 6 May 2026

Change Detection Using AlphaEarth Foundations (Part 2)

Change detection with AlphaEarth Foundations measures how a place changes over time directly in embedding space, without hand-built spectral indices. This post scores temporal change using leave-one-out medoid distance and robust z-scoring per pixel, then runs it at scale on RasterFlow with a Colorado demonstration. The output flags where the landscape shifted and how strongly, ready to vectorize into geometries in WherobotsDB.

Computer Vision + 3
Featured
7 Mins Read 6 May 2026

AlphaEarth Embeddings, Zonal Statistics, and PCA

Aggregate AlphaEarth embeddings over Iowa fields and visualize them with PCA.

Earth Observation + 2
Featured
7 Mins Read 4 May 2026

Detecting Objects From Text Prompts with RasterFlow and Segment Anything 3

Exploring the capabilities of Segment Anything 3 on high-resolution Earth observation data.

Computer Vision + 3
Featured
11 Mins Read 23 Apr 2026

How We Delivered “Fields of The World” with RasterFlow: A Planetary-Scale GeoAI Pipeline

See how we used RasterFlow to run a 100TB+ global GeoAI pipeline, from feature mosaics to predictions and vectors, with reproducible workflows.

Computer Vision + 3
Featured
6 Mins Read 10 Apr 2026

Take-aways from the 2026 Geospatial Embeddings Workshop at Clark University

Some brief take-aways from a workshop to set standards for storing and sharing geospatial embeddings.

Engineering
Featured
11 Mins Read 7 Apr 2026

How Agricultural Fields Change in AlphaEarth Foundations

Explore how Alpha Earth Embeddings reveal crop cycles and field change over time using RGB views, PCA, and embedding-distance analysis.

Engineering + 1