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Winter wheat yield prediction in the conterminous United States using solar-induced chlorophyll fluorescence data and XGBoost and random forest algorithm

Abhasha Joshi, Biswajeet Pradhan, Subrata Chakraborty, Mukunda Dev Behera

2023Ecological Informatics84 citationsDOIOpen Access PDF

Topics & Concepts

Yield (engineering)Vegetation (pathology)Environmental scienceRandom forestScale (ratio)Crop yieldRemote sensingPredictive modellingAgronomyComputer scienceMachine learningGeographyCartographyMaterials scienceMedicineBiologyMetallurgyPathologyRemote Sensing in AgricultureClimate change impacts on agricultureLeaf Properties and Growth Measurement