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Canonical corelation analysis to land-use structure and its driving forces——Taking Yulin Prefecture as an example

Canonical correlation analysis to landusestructure and its driving forces——Taking Yulin Prefecture as an example
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摘要 In this paper, one of the most classical statistical methods, Canonical Correlation Analysis (CCA) is applied to identify quantitatively the driving forces of landuse structure in Yulin Prefecture. The main analysis is carried out through the software SPSS with the data on the level of towns and townships in 1992. The results indicate that landuse structure is determined by comprehensive action of different factors. Landuse structure with rural characteristics is mainly determined by geographical factors such as the elevation, temperature and precipitation, while the landuse structure with urban characteristics is mainly determined by demographic and socioeconomic conditions. At the same time, tests were carried out through the canonical correlation coefficient and redundancy analysis. In this paper, one of the most classical statistical methods, Canonical Correlation Analysis (CCA) is applied to identify quantitatively the driving forces of landuse structure in Yulin Prefecture. The main analysis is carried out through the software SPSS with the data on the level of towns and townships in 1992. The results indicate that landuse structure is determined by comprehensive action of different factors. Landuse structure with rural characteristics is mainly determined by geographical factors such as the elevation, temperature and precipitation, while the landuse structure with urban characteristics is mainly determined by demographic and socioeconomic conditions. At the same time, tests were carried out through the canonical correlation coefficient and redundancy analysis.
出处 《Journal of Geographical Sciences》 SCIE CSCD 1998年第2期73-79,共7页 地理学报(英文版)
关键词 Canonical Correlation Analysis Redundancy Analysis landuse and landcover change driving force Canonical Correlation Analysis, Redundancy Analysis, landuse and landcover change, driving force
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