DocumentCode :
3340533
Title :
Extracting spatial information of harvest index for winter wheat based on modis ndvi in north China
Author :
Ren, Jianqiang ; Liu, Xingren ; Chen, Zhongxin ; Tang, Huajun
Author_Institution :
Key Lab. of Resources Remote-Sensing & Digital Agric., Minist. of Agric., Beijing, China
fYear :
2010
fDate :
25-30 July 2010
Firstpage :
2143
Lastpage :
2146
Abstract :
In order to acquire the spatial information of winter wheat harvest index (HI), depending on the crop growth profile of time-series MODIS-NDVI to calculate mean slope of NDVI curve and accumulated NDVI at stage of before anthesis and after anthesis, the authors made full use of remote sensing information and structured two parameters HINDVI-k and HINDVI-SUM according to the definition of HI of crop. Then relationships between the two parameters and field measured HI of winter wheat were established respectively. After validation of retrieved winter wheat HI, it was shown that the accuracy of the retrieved HI of winter wheat was high and satisfied at large scale in study region of Huanghuaihai Plain in China. The mean relative errors of the retrieved HI were 3.60% and 2.40% and RMSE were 0.04 and 0.02 respectively. It was proved that the method of structuring parameters of HINDVI-k and HINDVI_SUM and extracting harvest index for winter wheat based on timeseries MODIS-NDVI was reasonable and feasible.
Keywords :
crops; feature extraction; geophysical image processing; vegetation mapping; China; HINDVI-SUM; HINDVI-k; Huanghuaihai Plain; NDVI curve slope; accumulated NDVI; crop growth profile; time series MODIS-NDVI; winter wheat harvest index; Agriculture; Biological system modeling; Biomass; Indexes; Pollution measurement; Remote sensing; Time series analysis; Harvest index; MODIS; NDVI; Savitzky-Golay filter; crop; remote sensing; winter wheat;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
ISSN :
2153-6996
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2010.5651877
Filename :
5651877
Link To Document :
بازگشت