An AI-powered field boundary delineation toolkit combining satellite foundation models, embeddings, and global training data for accurate agricultural parcel/field boundary mapping.
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Updated
Jul 13, 2026 - Python
An AI-powered field boundary delineation toolkit combining satellite foundation models, embeddings, and global training data for accurate agricultural parcel/field boundary mapping.
Explorer app for embeddings in the UK
R and Google Earth Engine code for interpretable seagrass percent cover estimation from Google Satellite Embeddings, using a two-stage Random Forest framework (morphology classification + SPC regression) evaluated via leave-one-location-out cross-validation across five Indonesian coastal sites.
AI-Powered Climate Vulnerability Assessment for Transportation Infrastructure using Google's Satellite Embeddings
Benchmarking satellite canopy height models against ALS LiDAR in the Brazilian Amazon
A group project completed as part of COE-476: Neural Networks at the American University of Sharjah, aiming to predict mangrove presence at the pixel level using satellite-derived embeddings.
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