Coupling agricultural system models with machine learning to facilitate regional predictions of management practices and crop production

Process-based agricultural system models are a major tool for assessing climate-agriculture-management interactions. However, their application across large scales is limited by computational cost, model uncertainty, and data availability, hindering policy-making for sustainable agricultural product...

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Veröffentlicht in:Environmental research letters 2022-11, Vol.17 (11), p.114027
Hauptverfasser: Xiao, Liujun, Wang, Guocheng, Zhou, Hangxin, Jin, Xiao, Luo, Zhongkui
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Sprache:eng
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