基于时序MODIS-NDVI的油菜种植面积变化趋势分析——以江汉平原为例

doi:10.11870/cjlyzyyhj201603007

Abstract

Abstract: As the major oil crop in China, rape has gained great significance in terms of the safety of cooking oil production. In this study, the temporal and spatial variation of rape cultivation in the Jianghan Plain, Hubei Province from 2002 to 2014 were investigated utilizing the MODIS NDVI time series data at 250 m resolution. The Empirical Mode Decomposition (EMD) method was used to derive endmembers of land cover types in the study area referring to auxiliary data including ground survey data and crop phenological data. Then, the Linear Spectral Mixture model was used to calculate area abundance in each pixel of decomposition. The spatial distribution of rape cultivation area in each year was then obtained. The results showed that the EMD method well filtered the noise of time series data as verified by yearbook statistics. The accuracy for extracted rape acreage was over 92.5% with R < sup>2 greater than 0.9. Furthermore, the spatial and temporal changes in the rape cultivated area indicated the overall positive growth and significantly effects of government policy and the variance of market price of rapeseed.

Key words: MODIS-NDVI time series data, empirical mode decomposition, linear spectral mixture model, Jianghan Plain, rape cultivation area

CLC Number:

S127

ZHANG Xu, MA Yi, ZHEN Wen, WANG Shan-qin. VARIATION TREND OF RAPE CULTIVATION AREA BASED ON MODIS-NDVI TIME SERIES DATA——A CASE IN JIANGHAN PLAIN[J].RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(03): 412-419.

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VARIATION TREND OF RAPE CULTIVATION AREA BASED ON MODIS-NDVI TIME SERIES DATA——A CASE IN JIANGHAN PLAIN

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