End-to-End Fusion of Hyperspectral and Chlorophyll Fluorescence Imaging to Identify Rice Stresses  

作　　者：Chu Zhang Lei Zhou Qinlin Xiao Xiulin Bai Baohua Wu Na Wu Yiying Zhao Junmin Wang Lei Feng 

机构地区：[1]School of Information Engineering,Huzhou University,Huzhou 313000,China [2]College of Mechanical and Electronic Engineering,Nanjing Forestry University,Nanjing,China [3]College of Biosystems Engineering and Food Science,Zhejiang University,Hangzhou 310058,China [4]Key Laboratory of Spectroscopy Sensing,Ministry of Agriculture and Rural Affairs,Hangzhou 310058,China [5]Institute of Digital Agriculture,Zhejiang Academy of Agricultural Sciences,Hangzhou 310021,China [6]Institute of Crop Science and Nuclear Technology Utilization,Zhejiang Academy of Agricultural Sciences,Hangzhou 310021,China

出　　处：《Plant Phenomics》2022年第1期142-155,共14页植物表型组学（英文）

基　　金：This study was supported by the Shenzhen Science and Technology Projects(CJGJZD20210408092401004);the National Natural Science Foundation of China(61705195).

摘　　要：Herbicides and heavy metals are hazardous substances of environmental pollution,resulting in plant stress and harming humans and animals.Identification of stress types can help trace stress sources,manage plant growth,and improve stress-resistant breeding.In this research,hyperspectral imaging(HSI)and chlorophyll fluorescence imaging(Chl-FI)were adopted to identify the rice plants under two types of herbicide stresses(butachlor(DCA)and quinclorac(ELK))and two types of heavy metal stresses(cadmium(Cd)and copper(Cu)).

关 键 词：breeding. FLUORESCENCE POLLUTION 

分 类 号：S511[农业科学—作物学]