Research of Light Use Efficiency for Paddy Rice Using Multi-Angle Hyperspectral Observations

被引:2
|
作者
Guo, Jianmao [1 ,2 ]
Zhang, Zhanhao [1 ]
Guo, Caiyun [1 ]
Jin, Shuyuan [1 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Coll Appl Meteorol, Nanjing, Peoples R China
[2] Jiangsu Key Lab Agr Meteorol, Nanjing, Peoples R China
关键词
photochemical reflectance index (PRI); light use efficiency (LUE); multi-angle observation; remote sensing; carbon fluxes; BRDF model; PHOTOCHEMICAL REFLECTANCE INDEX; DIFFERENCE VEGETATION INDEX; BIDIRECTIONAL REFLECTANCE; CANOPY; FOREST; CARBON; LEAF; PHOTOSYNTHESIS; PRI; FLUORESCENCE;
D O I
10.3389/feart.2022.829315
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Light use efficiency (LUE) is a critical variable for modeling gross primary production (GPP) of vegetation. The photochemical reflectance index (PRI) is based on reflectance at 531 and 570 nm, which has great potential in predicting the light use efficiency (LUE) and makes LUE related to plant optical characteristics. Despite the great achievement in understanding the correlation of PRI and LUE on forests, the application of PRI in estimating LUE on crops has almost been ignored. The present study reported the ability of multi-angle PRI to track eddy covariance (EC)-based LUE in a rice field in East China. We found that PRI can estimate LUE in sunny days (R-2 = 0.4; p < 0.05). The correlation of PRI and LUE was greater than that at OZA of 0 degrees (R-2 = 0.4; p < 0.05) after distinguishing different OZAs and scatter directions and was the greatest in the backscatter direction with an OZA of 60 degrees (R-2 = 0.7; p < 0.01). This correlation was also corrected by the bidirectional reflectance distribution function (BRDF), where R-2 = 0.72 after correction. We noted that the relationship between PRI and LUE on cloudy days was poor, where R-2 = 0.26. Photosynthetically active radiation (PAR) had an influence on the LUE and PRI, while vapor pressure deficit (VPD) and air temperature (Ta) had negative influences on the correlation of PRI and LUE. Our research suggests that PRI can efficiently track the LUE of the rice growth period when considering environmental factors and rice canopy structures.
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页数:11
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