Big data, small explanatory and predictive power: Lessons from random forest modeling of on-farm yield variability and implications for data-driven agronomy.

Silva, João Vasco; Heerwaarden, Joost van; Reidsma, Pytrik; Laborte, Alice G; Tesfaye, Kindie; Ittersum, Martin K van

Silva, João Vasco; Heerwaarden, Joost van; Reidsma, Pytrik; Laborte, Alice G; Tesfaye, Kindie; Ittersum, Martin K van.

Afiliação

Silva JV; Sustainable Agrifood Systems, CIMMYT, Harare, Zimbabwe.
Heerwaarden JV; Plant Production Systems, Wageningen University, Wageningen, the Netherlands.
Reidsma P; Plant Production Systems, Wageningen University, Wageningen, the Netherlands.
Laborte AG; Plant Production Systems, Wageningen University, Wageningen, the Netherlands.
Tesfaye K; Sustainable Impact Department, IRRI, Los Baños, the Philippines.
Ittersum MKV; Sustainable Agrifood Systems, CIMMYT, Addis Ababa, Ethiopia.

Field Crops Res ; 302: 109063, 2023 Oct 15.

Article em En | MEDLINE | ID: mdl-37840838

Palavras-chave

Linear mixed models; Machine learning; Model accuracy; Model precision; Sustainable intensification

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Field Crops Res Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Zimbábue

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