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Identifying crop leaf angle distribution based on two-temporal and bidirectional canopy reflectance

文献类型： 外文期刊

作者： Huang, Wenjiang 1 ; Niu, Zheng 2 ; Wang, Jihua 2 ; Liu, Liangyun 2 ; Zhao, Chunjiang 2 ; Liu, Qiang 2 ;

作者机构： 1.Chinese Acad Sci, Inst Remote Sensing Applicat, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China

2.Chinese Acad Sci, Inst Remote Sensing Applicat, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China; Beijing Normal Univ, Beijing 100101, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China

关键词： bidirectional reflectance distribution function (BRDF); identification; leaf-angle distribution (LAD); two-temporal; winter wheat

期刊名称：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING （ 影响因子：5.6； 五年影响因子：6.086 ）

ISSN： 0196-2892

年卷期： 2006 年 44 卷 12 期

页码：

收录情况： SCI

摘要： The effect of crop leaf angle on the canopy-reflected spectrum cannot be ignored in the inversion of leaf area index (LAI) and the monitoring of the crop-growth condition using remote-sensing technology. In this paper, experiments on winter wheat (Triticum aestivum L) were conducted to identify the crop leaf angle distribution (LAD) by two-temporal (erecting and elongation stages) and bidirectional in situ reflected spectrum and the Airborne Multiangle Thermal Infrared (TIR) Visible Near-Infrared (VNIR) Imaging System (AMTIS) images. The distribution characters of the leaf angle for different LAD varieties were expressed using the beta-distribution function and the SAILTH radiative transfer models. The proportion of the leaf angle in 5 degrees angle classes (from 5 degrees to 90 degrees) for erectophile, planophile, and horizontal varieties was dominated by 75 degrees, 55 degrees, and 35 degrees. The different LAD varieties bad a similar canopy reflectance in 680 nm (red) and 800 nm (near-infrared band) at the erecting stage, while they had significant differences at the elongation stage. The ratio of the canopy reflectance of 800 run at the erecting stage [R800(B)] to the canopy reflectance of 800 nm at the elongation stage [R800(A)] was used to identify the different LAD varieties through the selected two-temporal canopy reflectance. A method based on the semiempirical model of the bidirectional reflectance distribution function (BRDF) was also introduced in this paper. The structural parameter-sensitive index (SPEI) was used in this paper for crop LAD identification. SPEI is proved to be more sensitive to identify erectophile, planophile, and horizontal LAD varieties than the structural scattering index and the normalized difference f-index. We found that it is feasible to identify horizontal, planophile, and erectophile LAD varieties of wheat by studying two-temporal and bidirectional canopy-reflected spectrum.

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