Precision agriculture management based on a surrogate model assisted multiobjective algorithmic framework

Abstract Sustainable intensification needs to optimize irrigation and fertilization strategies while increasing crop yield. To enable more precision and effective agricultural management, a bi-level screening and bi-level optimization framework is proposed. Irrigation and fertilization dates are obt...

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Bibliographic Details
Main Authors: Du Cheng, Yifei Yao, Renyun Liu, Xiaoning Li, Boxu Guan, Fanhua Yu
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-27990-w