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cff-version: 1.2.0
message: "If you use this software or methodology in your research, please cite this work."
title: "GeoAI Crop Mapping Platform with Satellite Foundation Models"
type: software
authors:
- family-names: "Fathi"
given-names: "Hannah"
version: "1.0.0"
date-released: "2025-10-22"
repository-code: "https://github.com/hannah-fathi/GeoAI-Crop-Mapping-Platform-with-Satellite-Foundation-Models"
keywords:
- GeoAI
- Remote Sensing
- Earth Observation
- Satellite Foundation Models
- AlphaEarth
- Galileo
- Precision Agriculture
- Crop Mapping
- GIS
- Machine Learning
- Agricultural Intelligence
abstract: >
An end-to-end GeoAI research and engineering platform for agricultural
monitoring and field-level crop mapping using satellite foundation model
representations, AlphaEarth embeddings, Galileo satellite representations,
GIS analytics, NDVI-based vegetation intelligence, and machine learning
classification.
license: MIT
repository: "https://github.com/hannah-fathi/GeoAI-Crop-Mapping-Platform-with-Satellite-Foundation-Models"