Non-destructive Analysis Chlorophyll Content of Different Genotypes of Poplars Based on Hyperspectral Reflectance Data

6th Digital Earth Summit

地球科学;计算机科学

Jin, S.^1,2 ; Dian, Y.^2 ; Wang, R.^1,2 ; Peng, L.^2 ; Liu, X.^2 ; Zhou, Z.^2 ; Zhong, S.^2 ; Wang, Y.^2

State Key Laboratory of Vegetation and Environmental Change, Chinese Academy of Sciences, Beijing

100093, China^1

College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan

430070, China^2

关键词: Chlorophyll contents;    Hyperspectral measurements;    Hyperspectral reflectance;    Leaf chlorophyll content;    Non-destructive analysis;    Physiological status;    Proper vegetation index;    Spectral reflectances;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/46/1/012019/pdf
DOI  :  10.1088/1755-1315/46/1/012019

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

Leaf Chlorophyll content (Ct) indicates plant physiological status and can be detected by hyperspectral measurements. However, it is difficult to conclude that different genotypes of same species have the same relationship with the hyperspectral data. The aim of this paper was to test that whether the different genotypes of same species have the similar relationship with hyperspectral reflectance. First of all, spectral reflectance of populus simonii (Populus simonii Carr) and I-72 poplar (Populus euramericana cv. 'San Martino I-72/58') were collected by spectrometric meter, and then extract chlorophyll index (CI) and other 11 types of vegetation indices from the hyperspectral reflectance data. At last, relationships between different vegetation indices and Ct of the two genotypes of poplar were compared. Results show that (1) the relationships between SPAD value and Ct are different in the low and high Ct level, we can choose proper vegetation index, REPIG, mSR705 and SDr/SDb et al to predict the Ct value. (2) Meanwhile, we can use PSSRb and PRI to distinguish fine difference between different genotypes.