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(Article of periodic en Anglais - 2007)

Document title

A partial least-squares regression approach to land use studies in the Suzhou-Wuxi-Changzhou region

Authors(s) and Affiliation(s)

ZHANG Y. ; ZHOU C. ; ZHANG Y. ;

Abstract

In this paper, a Partial Least-Squares (PLS) regression approach is developed to study relationships between land use and its influencing factors through a case study of the Suzhou-Wuxi-Changzhou region. Multicollinearity exists in the dataset and the number of variables is high compared to the number of observations. Four PLS factors are selected through a preliminary analysis. The correlation analyses between land use and influencing factors demonstrate the land use character of rural industrialization and urbanization

Source

Article of periodic

published at : Journal of geographical sciences. Acta geographica sinica / ISSN 1009-637X

Editor : CHINE

Millesime : 2007, vol. 17, no2 [pp. 234-244]

Bibliographic references : 20 ref.

Collation : Illustration ;

Language

Anglais

Localisation

Laboratoire INTERGEO - Paris

Tous droits réservés © Prodig - Bibliographie Géographique Internationale (BGI), 2007.
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