International Journal of Agricultural and Biological Engineering

International Journal of Agricultural and Biological Engineering ›› 2026, Vol. 19 ›› Issue (3) : 123 - 132. DOI: 10.25165/j.ijabe.20261903.9630

Animal, Plant and Facility Systems (APFS)

Temperature control mode prediction in a greenhouse based on SMOTETomek-ISSA-CatBoost model

Xiaojuan Mao ¹^,²^,³ ,
Hongyu Lu ² ,
Zhongyi Yi ¹^,² ,
Ni Ren ²^,³ ,
Jing Jin ²^,³^,^*

Author information +

¹School of Automation, Nanjing University of Information Science & Technology, Nanjing 210044, China

²Agricultural Information Institute, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China

³Key Laboratory of Smart Agricultural Technology (Yangtze River Delta), Ministry of Agriculture and Rural Affairs of the People’s Republic of China, Nanjing 210014, China

Jing Jin, PhD, research interest: data diagnosis, Nanjing 210014, China. Tel: +86-025-84391658, Email: jinjing@jaas.ac.cn.

Xiaojuan Mao, PhD candidate, research interest: environmental perception and intelligent control, Email: 20190033@jaas.ac.cn

Hongyu Lu, MS candidate, research interest: agricultural data analysis and utilization, Email: rogerluhongyu@163.com

Zhongyi Yi, Professor, research interest: intelligent agricultural machinery and equipment, Email: yzy201@163.com

Ni Ren, Professor, research interest: smart agriculture, Email: rn@jaas.ac.cn

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Received	Accepted	Published
2024-12-21	2026-06-02
Issue Date
2026-08-27

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