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Large-scale wheat lodging monitoring by band transformation of UAV and sentinel-2A multispectral imagery

Baoyuan Zhang Meiyan Shu Xiaoyuan Bao Menglei Dai Qian Sun Xuguang Sun Mingzheng Zhang Ying Ren Zongpeng Li Ya’nan Tian Xia Yao Xiaohe Gu

Information Processing in Agriculture2026，Vol.13Issue(1)：P.15-25,11.

Information Processing in Agriculture2026，Vol.13Issue(1)：P.15-25,11.DOI:10.1016/j.inpa.2025.07.006

Large-scale wheat lodging monitoring by band transformation of UAV and sentinel-2A multispectral imagery

Baoyuan Zhang ¹Meiyan Shu ²Xiaoyuan Bao ³Menglei Dai ⁴Qian Sun ⁵Xuguang Sun ⁴Mingzheng Zhang ⁴Ying Ren ⁴Zongpeng Li ⁶Ya’nan Tian ⁴Xia Yao ⁷Xiaohe Gu⁴

作者信息

1. College of Agriculture,Nanjing Agricultural University,Nanjing 211512,China Information Technology Research Center,Beijing Academy of Agriculture and Forestry Sciences,Beijing 100097,China
2. College of Information and Management Science,Henan Agricultural University,Zhengzhou 450002,China
3. State Key Laboratory of Aridland Crop Science,Gansu Agricultural University,Lanzhou 730070,China
4. Information Technology Research Center,Beijing Academy of Agriculture and Forestry Sciences,Beijing 100097,China
5. Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops,Yangzhou University,Yangzhou 225009,China
6. Institute of Farmland Irrigation,Chinese Academy of Agricultural Sciences,Xinxiang 453002,China
7. College of Agriculture,Nanjing Agricultural University,Nanjing 211512,China
折叠

摘要

关键词

Wheat lodging/Bands transformation/Multilayer perceptron/UAV/Sentinel-2A

分类

农业科技

引用本文复制引用

Baoyuan Zhang,Meiyan Shu,Xiaoyuan Bao,Menglei Dai,Qian Sun,Xuguang Sun,Mingzheng Zhang,Ying Ren,Zongpeng Li,Ya’nan Tian,Xia Yao,Xiaohe Gu..Large-scale wheat lodging monitoring by band transformation of UAV and sentinel-2A multispectral imagery[J].Information Processing in Agriculture,2026,13(1):P.15-25,11.

基金项目

supported by the Henan Province Science and Technology Research Project(242102110357) （242102110357）

the National Natural Science Foundation of China(42271319) （42271319）

the National Funded Postdoctoral Researcher Program(GZC202307) （GZC202307）

the Jiangsu Province Graduate Research and Practice Innovation Program Project(KYCX25_0980). （KYCX25_0980）

Information Processing in Agriculture

ISSN：2097-0153

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