Estimation of winter wheat yield by using remote sensing data and crop model

被引:0
|
作者
Guo, Jianmao [1 ,2 ]
Zheng Tengfei [2 ]
Qi, Wang [2 ]
Jia, Yang [2 ]
Shi Junyi [2 ]
Zhu Jinhui [2 ]
机构
[1] CMA Henan Key Lab Agrometeorol Support & Appl Tec, Zhengzhou 450003, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Coll Appl Meteorol, Jiangsu Key Lab Agr Meteorol, Nanjing 210044, Peoples R China
来源
REMOTE SENSING AND MODELING OF ECOSYSTEMS FOR SUSTAINABILITY IX | 2012年 / 8513卷
基金
中国国家自然科学基金;
关键词
remote sensing; crop growth simulation model; winter wheat; DATA ASSIMILATION; SATELLITE DATA; GROWTH;
D O I
10.1117/12.930407
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Remote sensing data combined with crop model is an important application and development trend of current agricultural information technology, it can solve the problem that remote sensing or crop model cannot solve alone. In order to simulate crop growth and yield prediction in large scale, this paper using field test data to calibrate and validation the model parameters before apply to the winter wheat WOFOST model, than according to the actual environment of Xinxiang, simulate the growth in 3 different condition in the 2002-2003 growing season. Contrast the simulation value WOFOST model, using the Landsat-7 ETM retrieving leaf area index, define winter wheat's growth condition in each pixel, the remote sensing information combined with crop model is accomplished at pixel scale. Based on the actual production of Xinxiang winter wheat in 2003, compare the simulate results with the corresponding parameter, results shows that the method of this study method is feasible.
引用
收藏
页数:8
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