#Insights

Synthetic Data in GeoAI: Can Models Learn Without Real Data?

Geospatial AI (GeoAI) depends on data. The more examples a model sees, the better it becomes at recognizing patterns in satellite imagery, maps, and sensor data. In practice, however, high-quality geo…
Making AI Work with Discrete Global Grid Systems

Making AI Work with Discrete Global Grid Systems

Geospatial data has grown in volume and complexity, but most AI systems still struggle to use it in a meaningful way. A recent line of work connects Earth observation data with machine learning mo…
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