Technology and Methodology |
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THE APPLICATION OF FUZZY CLASSIFICATION TO CROP CLASSIFICATION |
You Shucheng, Zhang Wei, Yan Tailai |
The Remote Sensing Center of China Agriculture University, 100094 |
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Abstract Fuzzy classification method is introduced in this paper. Contrasting with maximum likelihood statistic classification, fuzzy classification shows a better discrimination of crop by using muti-temporal ScanSARdata. Emphasis has been placed on the potential of the combination of contextual classification and fuzzy classification because of the individual feature of radar.
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Keywords
Hyperspectral
Spectral reconstruction
Atmospheric correction
Radiative transfer model
MDOTRAN 4.0
6S Model
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Issue Date: 02 August 2011
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[1] 章孝灿等.遥感数字图像处理.浙江:浙江大学出版社,1997[2] 温熙森等.模式识别和状态监控.北京:国防科技大学出版社,1997[3] Gong P, Howarth P. Frequency-based contextual classification and gray-level vector reduction for land use identification. Photographic Engineering and Remote Sensing, 1992, 58(4):423~437[4] Ban Yifang, et al.. Improving the accuracy of synthetic aperture radar analysis for agriculture crop classification. Canadian Journal of Remote Sensing, 1995, 21(2):158~163 |
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