杨争, 丁丽霞, 许明, 于龙. 基于CBERS-02卫星数据的山核桃种植面积提取研究[J]. 西南林业大学学报, 2012, 32(3): 60-63. DOI: 10.3969/j.issn.2095-1914.2012.03.013
引用本文: 杨争, 丁丽霞, 许明, 于龙. 基于CBERS-02卫星数据的山核桃种植面积提取研究[J]. 西南林业大学学报, 2012, 32(3): 60-63. DOI: 10.3969/j.issn.2095-1914.2012.03.013
YANG Zheng1, DING Lixia1, XU Ming2, YU Long1. Study on Data Extraction of Carya cathayensis Planting Area Based on CBERS-02 Database[J]. Journal of Southwest Forestry University, 2012, 32(3): 60-63. DOI: 10.3969/j.issn.2095-1914.2012.03.013
Citation: YANG Zheng1, DING Lixia1, XU Ming2, YU Long1. Study on Data Extraction of Carya cathayensis Planting Area Based on CBERS-02 Database[J]. Journal of Southwest Forestry University, 2012, 32(3): 60-63. DOI: 10.3969/j.issn.2095-1914.2012.03.013

基于CBERS-02卫星数据的山核桃种植面积提取研究

Study on Data Extraction of Carya cathayensis Planting Area Based on CBERS-02 Database

  • 摘要: 利用冬夏2个不同时相的CBERS-02卫星数据与实地调查资料,采用主成分分析与监督分类相结合的方法,提取浙江临安市的山核桃空间分布及种植面积信息。结果表明:山核桃面积提取总体精度达到8371%,面积为311万hm2,与统计数据相比误差为13%;利用山核桃冬夏2季在图像上的差异特征,采用遥感变化监测方法提取山核桃种植面积是可行的。

     

    Abstract: Based on the CBERS-02 data collected in the summer and winter seasons being integrated with field survey data, the spatial distribution and area information of Carya cathayensis in Lin′an Municipality, Zhejiang Province were extracted by means of the Principal Component Analysis (PCA) combined with supervised classification methods. It was showed that the total area of C. cathayensis plantation area in Lin′an was 311 million hm2, the overall extraction precision was 8371%. Compared with statistical data, the precision error was 13%. The results showed that extracting C. cathayensis plantation area information was feasible by remote sensingbased dynamic monitoring with the characteristic differences between the winter and summer images.

     

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