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Fusing UAV multiple data and phenology to predict crop biomass

Shuaijie Shen Wenjie Li Jun Zou Matthew Tom Harrison Shouyang Liu Ehsan Eyshi Rezaei Ke Liu Bahareh Kamali Zechen Wang Datong Zhang Axiang Zheng Fu Chen Xiaogang Yin

Information Processing in Agriculture2026，Vol.13Issue(1)：P.100-118,19.

Information Processing in Agriculture2026，Vol.13Issue(1)：P.100-118,19.DOI:10.1016/j.inpa.2025.09.001

Fusing UAV multiple data and phenology to predict crop biomass

Shuaijie Shen ¹Wenjie Li ¹Jun Zou ¹Matthew Tom Harrison ²Shouyang Liu ³Ehsan Eyshi Rezaei ⁴Ke Liu ²Bahareh Kamali ⁵Zechen Wang ¹Datong Zhang ¹Axiang Zheng ¹Fu Chen ¹Xiaogang Yin¹

作者信息

1. College of Agronomy and Biotechnology,China Agricultural University,Key Laboratory of Farming System,Ministry of Agriculture and Rural Affairs of China,Beijing 100193,China
2. Tasmanian Institute of Agriculture,University of Tasmania,Newnham Drive,Launceston,TAS 7248,Australia
3. Engineering Research Center of Plant Phenotyping,Ministry of Education,State Key Laboratory of Crop Genetics&Germplasm Enhancement and Utilization,Jiangsu Collaborative Innovation Center for Modern Crop Production,Academy for Advanced Interdisciplinary Studies,Nanjing Agricultural University,Nanjing 210095,China
4. Leibniz Centre for Agricultural Landscape Research(ZALF),15374 Müncheberg,Germany
5. Lecturer and Scientist,Institute of Crop Science and Resource Conservation(INRES),University of Bonn,Germany
折叠

摘要

关键词

Biomass/Data fusion/SHAP value/Sensitivity analysis/Artificial intelligence/Machine learning

分类

农业科技

引用本文复制引用

Shuaijie Shen,Wenjie Li,Jun Zou,Matthew Tom Harrison,Shouyang Liu,Ehsan Eyshi Rezaei,Ke Liu,Bahareh Kamali,Zechen Wang,Datong Zhang,Axiang Zheng,Fu Chen,Xiaogang Yin..Fusing UAV multiple data and phenology to predict crop biomass[J].Information Processing in Agriculture,2026,13(1):P.100-118,19.

基金项目

supported by the National Key Research&Development Program of China(2023YFD2302300) （2023YFD2302300）

the National Natural Science Foundation of China(32372234) （32372234）

the 2115 Talent Development Program of China Agricultural University. （）

Information Processing in Agriculture

ISSN：2097-0153

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