Integrating APSIM model with machine learning to predict wheat yield spatial distribution

Traditional simulation models are often point based; thus, more research is needed to emphasize spatial simulation, providing decision-makers with fast recommendations. Combining machine learning algorithms with spatial process-based models could be considered an appropriate solution. We created a s...

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Bibliographic Details
Main Authors: Kheir, A.M.S., Mkuhlani, S., Mugo, J.W., Elnashar, A., Nangia, V., Devare, Medha, Govind, A.
Format: Journal Article
Language:Inglés
Published: Wiley 2023
Subjects:
Online Access:https://hdl.handle.net/10568/134729

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