Urban Land Use Changes by the integration of Remote Sensing, GIS, and Dynamics Modeling

被引：0

作者：

Zhang Jiahua ^{[1
,2
]}

Hao Cui ^{[2
]}

Yao Fengmei ^{[3
]}

机构：

[1] Yangtze Univ, Wuhan 430100, Peoples R China

[2] Chinese Acad Meteorolog Sci, Beijing 100081, Peoples R China

[3] Univ Chinese Acad Sci, Coll Geosci, Beijing 10049, Peoples R China

来源：

ADVANCES IN ENVIRONMENTAL TECHNOLOGIES, PTS 1-6 | 2013年 / 726-731卷

关键词：

Urban land use; multinomial logistic model; Markov chain; GIS; Remote Sensing; COVER-CHANGE;

D O I：

10.4028/www.scientific.net/AMR.726-731.4645

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

We developed an approach to assess urban land use changes that incorporates socioeconomic and environmental factors with multinomial logistic model, remote sensing data and GIS, and to quantify the impact of macro variables on land use of urban areas for the years 1990, 2000 and 2010 in Binhai New Area, China. The Markov transition matrix was designed to integrate with multinomial logistic model to illustrate and visualize the predicted land use surface. The multinomial logistic model was evaluated by means of Likelihood ratio test and Pseudo R-Square and showed a relatively good simulation. The prediction map of 2010 showed accurate rates 78.54%, 57.25% and 70.38%, respectively.

引用

页码：4645 / +

页数：2

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