A Support-Vector Based Machine Learning Approach to Prediction of Crop Yield from Multispectral Satellite Images


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Accurate, early predictions of expected crop yield can provide critical guidance to precision farming eorts by allowing more ecient allocation of limited agricultural resources. We obtained multispectral reectance images of California and Kansas at 250m resolution from the NASA MODIS (Moderate-resolution Imaging Spectroradiometer) satelli...More



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