Advancing Yield Prediction with Prior-Year Data Fusion
Advancing Yield Prediction with Prior-Year Data Fusion
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"AlphaFARM" is a pioneering initiative in precision agriculture, showcased at the Earth Precision Agriculture Conference by Shayan Nejadshamsi. By integrating past data, AlphaFARM enhances pixel-level yield predictions crucial for scalable agriculture through satellite imagery. The project introduces innovative Earth observation methods with Geospatial Foundation Models and AlphaEarth Satellite Embeddings, improving model accuracy by 6.2 points from data across Canadian Prairies (2018-2023)....