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comprehensive datasets 1 drone sensors 1 feature importance 1 machine learning models 1 wheat yield 1
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Bobojonov, Ihtiyor 1 Glauben, Thomas 1 Khodjaev, Shovkat 1 Kuhn, Lena 1
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Modeling Earth Systems and Environment 1
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EconStor 1
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Optimizing machine learning models for wheat yield estimation using a comprehensive UAV dataset
Khodjaev, Shovkat; Bobojonov, Ihtiyor; Kuhn, Lena; … - In: Modeling Earth Systems and Environment 11 (2025)
Timely and accurate wheat yield forecasts using Unmanned Aircraft Vehicles (UAV) are crucial for crop management decisions, food security, and ensuring the sustainability of agriculture worldwide. While traditional machine learning algorithms have already been used in crop yield modelling,...
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