主成分分析
索引(排版)
遥感
环境科学
生态学
恢复生态学
干燥
环境资源管理
计算机科学
地理
人工智能
生物
万维网
免疫学
出处
期刊:China Environmental Science
[Tsing Hua University]
日期:2013-01-01
卷期号:33 (5): 889-897
被引量:198
摘要
A remote sensing based ecological index(RSEI) was developed specially for monitoring and assessing regional ecological changes.The index combined four indicators from existing remote-sensing indices/components to represent greenness,dryness,wetness and heat,which were the important ecological indicators frequently used in assessing regional ecology.Instead of a weighted addition of the four indicators,the principal component analysis(PCA) was utilized to compress the four indicators into one in order to assess overall regional ecological status.The RSEI was then constructed using the first component(PC1).The application of RSEI in Hetian area of County Changting in Fujian Province,China,showed that the RSEI could quantitatively reveal regional ecological changes during the period from 1988 to 2010.The RSEI values could be well compared with the commonly-used ecological index(EI).Nevertheless,besides working as a quantitative indicator,the RSEI had more functions than the EI,such as detecting,simulating and predicting spatiotemporal changes of regional ecological quality.
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