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Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China

PENG Guangxiong DENG Lei CUI Weihong MING Tao SHEN Wei

PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. 中国地理科学, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
引用本文: PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. 中国地理科学, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. Chinese Geographical Science, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
Citation: PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. Chinese Geographical Science, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x

Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China

doi: 10.1007/s11769-009-0186-x
基金项目: Under the auspices of China Postdoctoral Science Foundation (No. 20080430586, 20070420018);National Natural Science Foundation of China (No. 40801161, 40801172);Sino US International Cooperation in Science and Technology (No. 2007DFA20640)
详细信息
    通讯作者:

    DENG Lei.E-mail:dengl@ires.cn

Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China

Funds: Under the auspices of China Postdoctoral Science Foundation (No. 20080430586, 20070420018);National Natural Science Foundation of China (No. 40801161, 40801172);Sino US International Cooperation in Science and Technology (No. 2007DFA20640)
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  • PDF下载量:  1093
  • 被引次数: 0
出版历程
  • 收稿日期:  2008-09-01
  • 修回日期:  2008-12-25
  • 刊出日期:  2009-06-20

Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China

doi: 10.1007/s11769-009-0186-x
    基金项目:  Under the auspices of China Postdoctoral Science Foundation (No. 20080430586, 20070420018);National Natural Science Foundation of China (No. 40801161, 40801172);Sino US International Cooperation in Science and Technology (No. 2007DFA20640)
    通讯作者: DENG Lei.E-mail:dengl@ires.cn

摘要: Using three-phase remote sensing images of China-Brazil Earth Resources Satellite 02B (CBERS02B) and Landsat-5 TM, tobacco field was extracted by the analysis of time series image based on the different phenological characteristics between tobacco and other crops. The spectral characteristics of tobacco and corn in luxuriant growth stage are very similar, which makes them difficult to be distinguished using a single-phase remote sensing image. Field film after tobacco seedlings transplanting can be used as significant sign to identify tobacco. Remote sensing interpretation map based on the fusion image of TM and CBERS02B's High-Resolution (HR) camera image was used as standard reference material to evaluate the classification accuracy of Spectral Angle Mapper (SAM) and Maximum Likelihood Classifier (MLC) for time series image based on full samples test method. SAM has higher classification accuracy and stability than MLC in dealing with time series image. The accuracy and Kappa of tobacco coverage extracted by SAM are 83.4% and 0.692 respectively, which can achieve the accuracy required by tobacco coverage measurement in a large area.

English Abstract

PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. 中国地理科学, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
引用本文: PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. 中国地理科学, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. Chinese Geographical Science, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
Citation: PENG Guangxiong, DENG Lei, CUI Weihong, MING Tao, SHEN Wei. Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image―A Case Study of Chengjiang County, Yunnan Province, China[J]. Chinese Geographical Science, 2009, 19(2): 186-193. doi: 10.1007/s11769-009-0186-x
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