Hyperspectral Identification of Chlorophyll Fluorescence Parameters of Suaeda salsa in Coastal Wetlands

被引:30
|
作者
Zheng, Wei [1 ,2 ,3 ,4 ]
Lu, Xia [1 ,2 ,3 ,4 ]
Li, Yu [1 ,2 ,3 ,4 ]
Li, Shan [1 ,2 ,3 ,4 ]
Zhang, Yuanzhi [5 ,6 ,7 ]
机构
[1] Jiangsu Ocean Univ, Jiangsu Key Lab Marine Bioresources & Environm, Lianyungang 222005, Peoples R China
[2] Jiangsu Ocean Univ, Jiangsu Key Lab Marine Biotechnol, Lianyungang 222005, Peoples R China
[3] Jiangsu Ocean Univ, Coinnovat Ctr Jiangsu Marine Bioind Technol, Lianyungang 222005, Peoples R China
[4] Jiangsu Ocean Univ, Fac Ocean Technol & Surveying & Mapping, Lianyungang 222005, Peoples R China
[5] Chinese Univ Hong Kong, Fac Social Sci, Ctr Housing Innovat, Hong Kong, Peoples R China
[6] Chinese Univ Hong Kong, Fac Social Sci, Inst Asia Pacific Studies, Hong Kong, Peoples R China
[7] Nanjing Univ Informat Sci & Technol, Sch Marine Sci, Dept Marine Technol, Nanjing 210044, Peoples R China
基金
中国国家自然科学基金;
关键词
coastal wetland; Suaeda salsa; water and salt conditions; hyperspectral; chlorophyll fluorescence parameters; VEGETATION APPARENT REFLECTANCE; LEVEL MEASUREMENTS; RED-EDGE;
D O I
10.3390/rs13112066
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The stomata of Suaeda salsa are closed and the photosynthetic efficiency is decreased under conditions of water-salt imbalance, with the change to photosynthesis closely related to the chlorophyll fluorescence parameters of the photosystem PSII. Accordingly, chlorophyll fluorescence parameters were selected to monitor the growth status of Suaeda salsa in coastal wetlands under conditions of water and salt. Taking Suaeda salsa in coastal wetlands as the research object, we set up five groundwater levels (0 cm, -5 cm, -10 cm, -20 cm, and -30 cm) and six NaCl salt concentrations (0%, 0.5%, 1%, 1.5%, 2%, and 2.5%) to carry out independent tests of Suaeda salsa potted plants and measured the canopy reflectance spectrum and chlorophyll fluorescence parameters of Suaeda salsa. A polynomial regression method was used to carry out hyperspectral identification of Suaeda salsa chlorophyll fluorescence parameters under water and salt stress. The results indicated that the chlorophyll fluorescence parameters Fv/Fm, Fm', and Phi PSII of Suaeda salsa showed significant relationships with vegetation index under water and salt conditions. The sensitive canopy band ranges of Suaeda salsa under water and salt conditions were 680-750 nm, 480-560 nm, 950-1000 nm, 1800-1850 nm, and 1890-1910 nm. Based on the spectrum and the first-order differential spectrum, the spectral ratio of A/B was constructed to analyze the correlation between it and the chlorophyll fluorescence parameters of Suaeda salsa. We constructed thirteen new vegetation indices. In addition, we discovered that the hyperspectral vegetation index D-690/D-1320 retrieved Suaeda chlorophyll fluorescence parameter Fv/Fm with the highest accuracy, with a multiple determination coefficient R-2 of 0.813 and an RMSE of 0.042, and that D-725/D-1284 retrieved Suaeda chlorophyll fluorescence parameter Phi PSII model with the highest accuracy, with a multiple determination coefficient R-2 of 0.848 and an RMSE of 0.096. The hyperspectral vegetation index can be used to retrieve the chlorophyll fluorescence parameters of Suaeda salsa in coastal wetlands under water and salt conditions, providing theoretical and technical support for future large-scale remote sensing inversion of chlorophyll fluorescence parameters.
引用
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页数:20
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