Harvesting AlphaEarth: Benchmarking the geospatial foundation model for agricultural downstream tasks

Geospatial foundation models (GFMs), pretrained on massive Earth observations (EO), have emerged as a promising approach to overcoming the limitations in existing featurization methods. Although most studies on GFMs have released the source codes and pre-trained weights, their deployment still deman...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Yuchi Ma, Yawen Shen, Anu Swatantran, David B. Lobell
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Elsevier 2026-05-01
Sarja:	International Journal of Applied Earth Observations and Geoinformation
Aiheet:	Geospatial Foundation Model AlphaEarth Foundation Crop Yield Prediction Agricultural Practice Mapping Tillage Type Classification Cover Crop Detection
Linkit:	http://www.sciencedirect.com/science/article/pii/S1569843226001743
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