Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta

被引:212
作者
Haas, Jan [1 ]
Ban, Yifang [1 ]
机构
[1] KTH, Royal Inst Technol, Dept Urban Planning & Environm, Geodesy & Geoinformat Div, S-10044 Stockholm, Sweden
基金
瑞典研究理事会;
关键词
Urban growth; Land use/land cover (LULC); Ecosystem services; Landscape metrics; Environmental impact; Random forest; LAND-USE CHANGE; ECOSYSTEM SERVICE VALUE; LANDSCAPE PATTERN; SPATIOTEMPORAL PATTERNS; CHINA URBANIZATION; GRADIENT ANALYSIS; SAR DATA; EXPANSION; TRANSFORMATION; CLASSIFICATION;
D O I
10.1016/j.jag.2013.12.012
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This study investigates land cover changes, magnitude and speed of urbanization and evaluates possible impacts on the environment by the concepts of landscape metrics and ecosystem services in China's three largest and most important urban agglomerations: Jing-Jin-Ji, the Yangtze River Delta and the Pearl River Delta. Based on the classifications of six Landsat TM and HJ-1A/B remotely sensed space-borne optical satellite image mosaics with a superior random forest decision tree ensemble classifier, a total increase in urban land of about 28,000 km(2) could be detected alongside a simultaneous decrease in natural land cover classes and cropland. Two urbanization indices describing both speed and magnitude of urbanization were derived and ecosystem services were calculated with a valuation scheme adapted to the Chinese market based on the classification results from 1990 and 2010 for the predominant land cover classes affected by urbanization: forest, cropland, wetlands, water and aquaculture. The speed and relative urban growth in Jing-Jin-Ji was highest, followed by the Yangtze River Delta and Pearl River Delta, resulting in a continuously fragmented landscape and substantial decreases in ecosystem service values of approximately 18.5 billion CNY with coastal wetlands and agriculture being the largest contributors. The results indicate both similarities and differences in urban-regional development trends implicating adverse effects on the natural and rural landscape, not only in the rural-urban fringe, but also in the cities' important hinterlands as a result of rapid urbanization in China. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:42 / 55
页数:14
相关论文
共 75 条
[1]   Landscape metrics in the analysis of urban land use patterns: A case study in a Spanish metropolitan area [J].
Aguilera, Francisco ;
Valenzuela, Luis M. ;
Botequilha-Leitao, Andre .
LANDSCAPE AND URBAN PLANNING, 2011, 99 (3-4) :226-238
[2]  
[Anonymous], ASIAN SOC SCI
[3]  
[Anonymous], 2008, WORLD URB PROSP 2007
[4]  
[Anonymous], 1986, Landscape ecology
[5]   Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping [J].
Ban, Yifang ;
Jacob, Alexander .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 51 (04) :1998-2006
[6]   Multitemporal Spaceborne SAR Data for Urban Change Detection in China [J].
Ban, Yifang ;
Yousif, Osama A. .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2012, 5 (04) :1087-1094
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Ecosystem services - Bridging ecology, economy and social sciences [J].
Burkhard, Benjamin ;
Petrosillo, Irene ;
Costanza, Robert .
ECOLOGICAL COMPLEXITY, 2010, 7 (03) :257-259
[9]  
Chan R.C. K., 1999, GEOJOURNAL, V49, P269, DOI [DOI 10.1023/A:1007190305381, 10.1023/A:1007190305381]
[10]   Foreword [J].
Chen, Chih-Ming ;
Flandorfer, Hans ;
Chen, Sinn-Wen ;
Lee, Jae-Ho ;
Yen, Yee-Wen ;
Schmetterer, Clemens ;
Ohnuma, Ikuo ;
Wang, Chao-Hong .
JOURNAL OF ELECTRONIC MATERIALS, 2012, 41 (01) :1-1