首页|期刊导航|Journal of Integrative Agriculture|Machine learning ensemble model prediction of northward shift in potato cyst nematodes(Globodera rostochiensis and G.pallida)distribution under climate change conditions

Machine learning ensemble model prediction of northward shift in potato cyst nematodes(Globodera rostochiensis and G.pallida)distribution under climate change conditions

Yitong He Guanjin Wang Yonglin Ren Shan Gao Dong Chu Simon J.McKirdy

Journal of Integrative Agriculture2024，Vol.23Issue(10)：P.3576-3591,16.

Journal of Integrative Agriculture2024，Vol.23Issue(10)：P.3576-3591,16.DOI:10.1016/j.jia.2024.08.001

Machine learning ensemble model prediction of northward shift in potato cyst nematodes(Globodera rostochiensis and G.pallida)distribution under climate change conditions

Yitong He ¹Guanjin Wang ²Yonglin Ren ³Shan Gao ⁴Dong Chu ⁵Simon J.McKirdy³

作者信息

1. Shandong Engineering Research Centre for Environment-friendly Agricultural Pest Management,College of Plant Health andMedicine,Qingdao Agricultural University,Qingdao 266109,China Harry Butler Institute,Murdoch University,Murdoch,WA 6150,Australia
2. Harry Butler Institute,Murdoch University,Murdoch,WA 6150,Australia School of Information Technology,Murdoch University,Perth,WA 6150,Australia
3. Harry Butler Institute,Murdoch University,Murdoch,WA 6150,Australia
4. Hebei Dahaituo National Nature Reserve Management Centre,Chicheng 075500,China
5. Shandong Engineering Research Centre for Environment-friendly Agricultural Pest Management,College of Plant Health andMedicine,Qingdao Agricultural University,Qingdao 266109,China
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摘要

关键词

invasive species distribution/future climates/homogeneous climate predictors/single-algorithm ensembles/multi-algorithm ensembles/artificial neural network

分类

植物保护学

引用本文复制引用

Yitong He,Guanjin Wang,Yonglin Ren,Shan Gao,Dong Chu,Simon J.McKirdy..Machine learning ensemble model prediction of northward shift in potato cyst nematodes(Globodera rostochiensis and G.pallida)distribution under climate change conditions[J].Journal of Integrative Agriculture,2024,23(10):P.3576-3591,16.

基金项目

funded by the National Key R&D Program of China(2021YFD1400200) （2021YFD1400200）

the Taishan Scholar Constructive Engineering Foundation of Shandong,China(tstp20221135)。（tstp20221135）

Journal of Integrative Agriculture

OACSTPCD

ISSN：2095-3119

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