首页|期刊导航|植物表型组学（英文）|Performance of stacking machine learning and volume model for improving corn above ground biomass prediction

Performance of stacking machine learning and volume model for improving corn above ground biomass prediction

Fu Xuan Jianxi Huang Wei Su Zhen Chen Xianda Huang Weiguang Zhai Xuecao Li Yelu Zeng Zhi Li Jingsuo Li

植物表型组学（英文）2025，Vol.7Issue(3)：60-72,13.

植物表型组学（英文）2025，Vol.7Issue(3)：60-72,13.DOI:10.1016/j.plaphe.2025.100068

Performance of stacking machine learning and volume model for improving corn above ground biomass prediction

Fu Xuan ¹Jianxi Huang ²Wei Su ¹Zhen Chen ³Xianda Huang ¹Weiguang Zhai ³Xuecao Li ¹Yelu Zeng ¹Zhi Li ⁴Jingsuo Li⁵

作者信息

1. College of Land Science and Technology,China Agricultural University,Beijing,100083,China
2. College of Land Science and Technology,China Agricultural University,Beijing,100083,China||Faculty of Geosciences and Environmental Engineering,Southwest Jiaotong University,Sichuan,China
3. Institute of Farmland Irrigation,Chinese Academy of Agricultural Sciences,Xinxiang,453002,China
4. State Key Laboratory of Crop Stress Adaptation and Improvement,School of Life Sciences,Henan University,Kaifeng,475004,China
5. College of Economics and Management,Qingdao Agricultural University,Qingdao,Shandong,266109,China
折叠

摘要

关键词

AGB prediction/Stacking ensemble learning/Volume model/SHAP/Multi-source UAV data

Key words

AGB prediction/Stacking ensemble learning/Volume model/SHAP/Multi-source UAV data

引用本文复制引用

Fu Xuan,Jianxi Huang,Wei Su,Zhen Chen,Xianda Huang,Weiguang Zhai,Xuecao Li,Yelu Zeng,Zhi Li,Jingsuo Li..Performance of stacking machine learning and volume model for improving corn above ground biomass prediction[J].植物表型组学（英文）,2025,7(3):60-72,13.

基金项目

This study is funded by the National Natural Science Foundation of China under the project(No.42471402)and Beijing Natural Science Foundation(L251053). （No.42471402）

植物表型组学（英文）

访问量0

下载量0

段落导航