Managing Grain Protein Content by remote sensing in Winter Wheat - art. no. 67420W

被引:2
作者
Huang, Wenjiang [1 ]
Wang, Jihua [1 ]
Song, Xiaoyu [1 ]
Zhao, Chunjiang [1 ]
Liu, Liangyun [1 ]
机构
[1] Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
来源
REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY IX | 2007年 / 6742卷
关键词
winter wheat; nitrogen reflectance index (NRI); grain protein content;
D O I
10.1117/12.737713
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Advanced site-specific determination of grain protein content by remote sensing can provide opportunities to optimize the strategies for purchasing and pricing grain, and to maximize the grain output by adjusting field inputs. Field experiments were performed to study the relationship between grain quality indica tors and foliar nitrogen concentration. Foliar nitrogen concentration at the anthesis stage is suggested to be significantly correlated with grain protein content, while spectral vegetation index is significantly correlated to, foliar nitrogen concentration around the anthesis stage. Based on the relationships among nitrogen reflectance index (NRI), foliar nitrogen concentration, and grain protein content, a statistical evaluation model of grain protein content was developed. NRI proved to be able to evaluate foliar nitrogen concentration with a coefficient of determination of R-2= 0.7302 in year 2002. The relationship between measured and remote sensing derived foliar nitrogen concentration had a coefficient of determination of R-2=0.7279 in year 2003. The results mentioned above indicate that the inversion of foliar nitrogen concentration and the evaluation of grain protein content by NRI are surprisingly good.
引用
收藏
页码:W7420 / W7420
页数:8
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