共 73 条
Exploring the dynamic equilibrium relationship between urbanization and ecological environment-- A case study of Shandong Province, China
被引:14
作者:

Sui, Yunyun
论文数: 0 引用数: 0
h-index: 0
机构:
Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China

Hu, Jiangshan
论文数: 0 引用数: 0
h-index: 0
机构:
Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China

Zhang, Naiqian
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ Weihai, Sch Math & Stat, Weihai 264209, Peoples R China Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China

Ma, Fang
论文数: 0 引用数: 0
h-index: 0
机构:
Shenyang Univ Technol, Sch Sci, Shenyang 110023, Peoples R China Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China
机构:
[1] Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China
[2] Shandong Univ Weihai, Sch Math & Stat, Weihai 264209, Peoples R China
[3] Shenyang Univ Technol, Sch Sci, Shenyang 110023, Peoples R China
关键词:
Comprehensive evaluation model;
Ecology environment;
Error correction model;
Urbanization;
EMISSIONS;
IMPACT;
MODEL;
D O I:
10.1016/j.ecolind.2023.111456
中图分类号:
X176 [生物多样性保护];
学科分类号:
090705 ;
摘要:
To realize the coordinated development of urbanization and ecological environment is a research hotspot in recent years. There is a very complicated relationship between them. Understanding their relationship is key to realize their coordinated development. In this paper, the long-term dynamic balance behavior between urban-ization and ecological environment was studied by means of long-term equilibrium model and error correction model (ECM) based on the data of Shandong Province. In order to comprehensively reflect urbanization and ecological environment, this paper employed comprehensive evaluation model to construct comprehensive index of urbanization and ecological environment respectively, and used coupling coordination degree (CDE) and relative development degree model (RDE) to study the dynamic changes of the two. The results showed that: (1) The relationship between urbanization and ecological environment in Shandong Province is becoming more and more harmonious, and the coupling coordination type between them has gradually developed from extremely uncoupling (EUC) type to highly coupling (HC) type; (2) In the long run, there is a long-term equilibrium relationship between urbanization and ecological environment in Shandong Province, and this equilibrium can be achieved through short-term dynamic adjustment. Therefore, a correct understanding of the short-term and long-term development laws between them can provide the corresponding theoretical basis for policy makers, and shorten the time for urbanization and ecological environment to reach an equilibrium state.
引用
收藏
页数:14
相关论文
共 73 条
- [61] The coupling relationship between urbanization and ecological resilience in the Pearl River Delta[J]. JOURNAL OF GEOGRAPHICAL SCIENCES, 2022, 32 (01) : 44 - 64Wang, Shaojian论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R ChinaCui, Zitian论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R ChinaLin, Jingjie论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R ChinaXie, Jinyan论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R ChinaSu, Kun论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China Sun Yat Sen Univ, Sch Geog & Planning, Guangdong Prov Key Lab Urbanizat & Geosimulat, Guangzhou 510275, Peoples R China
- [62] Exploring the relationship between urbanization and the eco-environment-A case study of Beijing-Tianjin-Hebei region[J]. ECOLOGICAL INDICATORS, 2014, 45 : 171 - 183Wang, ShaoJian论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaMa, Haitao论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaZhao, YaBo论文数: 0 引用数: 0 h-index: 0机构: Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
- [63] Spatiotemporal differentiation and the factors influencing urbanization and ecological environment synergistic effects within the Beijing-Tianjin-Hebei urban agglomeration[J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 243 : 227 - 239Wang, Zhenbo论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaLiang, Longwu论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaSun, Zhan论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaWang, Xinming论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China Nanchang Aviat Univ, Sch Econ & Management, Nanchang 330063, Jiangxi, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
- [64] Overview assessment of risk evaluation and treatment technologies for heavy metal pollution of water and soil[J]. JOURNAL OF CLEANER PRODUCTION, 2022, 379Wang, Zhou论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaLuo, Pingping论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaZha, Xianbao论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaXu, Chengyi论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaKang, Shuxin论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaZhou, Meimei论文数: 0 引用数: 0 h-index: 0机构: Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China Changan Univ, Sch Water & Environm, Xian 710064, Peoples R China Changan Univ, Xian Monitoring Modelling & Early Warning Watershe, Xian 710054, Shaanxi, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaNover, Daniel论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Merced, Sch Engn, 5200 Lake R, Merced, CA 95343 USA Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R ChinaWang, Yihe论文数: 0 引用数: 0 h-index: 0机构: Hong Kong Polytech Univ, Dept Civil & Environm Engn, Hong Kong, Peoples R China Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Minist Educ, Xian 710054, Peoples R China
- [65] Understanding the Relationship between China's Eco-Environmental Quality and Urbanization Using Multisource Remote Sensing Data[J]. REMOTE SENSING, 2022, 14 (01)Xu, Dong论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Climate Ctr, Hangzhou 310052, Peoples R China Beijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China Beijing Normal Univ, Fac Geog Sci, Inst Remote Sensing Sci & Engn, Beijing 100875, Peoples R China Nanjing Tech Univ, Coll Geomat Sci & Technol, Nanjing 211816, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaCheng, Jie论文数: 0 引用数: 0 h-index: 0机构: Beijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China Beijing Normal Univ, Fac Geog Sci, Inst Remote Sensing Sci & Engn, Beijing 100875, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaXu, Shen论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Sch Psychol & Cognit Sci, Beijing 100871, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaGeng, Jing论文数: 0 引用数: 0 h-index: 0机构: Univ Sanya, Acad Workstn Zhai Mingguo, Sanya 572000, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaYang, Feng论文数: 0 引用数: 0 h-index: 0机构: Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen 518055, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaFang, He论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Climate Ctr, Hangzhou 310052, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaXu, Jinfeng论文数: 0 引用数: 0 h-index: 0机构: Nanjing Tech Univ, Coll Geomat Sci & Technol, Nanjing 211816, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaWang, Sheng论文数: 0 引用数: 0 h-index: 0机构: Nanjing Tech Univ, Coll Geomat Sci & Technol, Nanjing 211816, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaWang, Yubai论文数: 0 引用数: 0 h-index: 0机构: Nanjing Tech Univ, Coll Geomat Sci & Technol, Nanjing 211816, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaHuang, Jincai论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Shenzhen Key Lab Spatial Smart Sensing & Serv, Shenzhen 518060, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaZhang, Rui论文数: 0 引用数: 0 h-index: 0机构: China Univ Geosci, Sch Geog & Informat Engn, Wuhan 430074, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaLiu, Manqing论文数: 0 引用数: 0 h-index: 0机构: Beijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China Beijing Normal Univ, Fac Geog Sci, Inst Remote Sensing Sci & Engn, Beijing 100875, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R ChinaLi, Haixing论文数: 0 引用数: 0 h-index: 0机构: Nanjing Tech Univ, Coll Geomat Sci & Technol, Nanjing 211816, Peoples R China Zhejiang Climate Ctr, Hangzhou 310052, Peoples R China
- [66] STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts[J]. ECOLOGICAL ECONOMICS, 2003, 46 (03) : 351 - 365York, R论文数: 0 引用数: 0 h-index: 0机构: Univ Oregon, Dept Sociol, Eugene, OR 97403 USA Univ Oregon, Dept Sociol, Eugene, OR 97403 USARosa, EA论文数: 0 引用数: 0 h-index: 0机构: Univ Oregon, Dept Sociol, Eugene, OR 97403 USADietz, T论文数: 0 引用数: 0 h-index: 0机构: Univ Oregon, Dept Sociol, Eugene, OR 97403 USA
- [67] Coupling and coordination analysis in urban agglomerations of China: Urbanization and ecological security perspectives[J]. JOURNAL OF CLEANER PRODUCTION, 2022, 365Zeng, Peng论文数: 0 引用数: 0 h-index: 0机构: Guangxi Univ Nationalities, Sch Ethnol & Sociol, Nanning 530006, Peoples R China Guangxi Univ Nationalities, Sch Ethnol & Sociol, Nanning 530006, Peoples R ChinaWei, Xu论文数: 0 引用数: 0 h-index: 0机构: Guangxi Univ Nationalities, Sch Ethnol & Sociol, Nanning 530006, Peoples R China Guangxi Univ Nationalities, Sch Ethnol & Sociol, Nanning 530006, Peoples R ChinaDuan, Zhicheng论文数: 0 引用数: 0 h-index: 0机构: Queensland Univ Technol, Sch Social Work & Human Serv, Brisbane 4000, Australia Guangxi Univ Nationalities, Sch Ethnol & Sociol, Nanning 530006, Peoples R China
- [68] Coupling coordination between the ecological environment and urbanization in the middle reaches of the Yangtze River urban agglomeration[J]. URBAN CLIMATE, 2023, 52Zhang, Xinmin论文数: 0 引用数: 0 h-index: 0机构: Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaFan, Houbao论文数: 0 引用数: 0 h-index: 0机构: Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaLiu, Fei论文数: 0 引用数: 0 h-index: 0机构: Natl Inst Environm Studies, Ctr Climate Change Adapt, 16-2 Onogawa, Tsukuba, Ibaraki 3058506, Japan Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaLv, Tiangui论文数: 0 引用数: 0 h-index: 0机构: Jiangxi Univ Finance & Econ, Dept Land Resource Management, Nanchang 330013, Jiangxi, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaSun, Lu论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Sch Human Settlements & Civil Engn, Xian 710049, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaLi, Zhaoling论文数: 0 引用数: 0 h-index: 0机构: Shanghai Univ, Sch Econ, Shanghai 200444, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaShang, Wenlong论文数: 0 引用数: 0 h-index: 0机构: Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R ChinaXu, Guoliang论文数: 0 引用数: 0 h-index: 0机构: Jiangxi Univ Finance & Econ, Dept Land Resource Management, Nanchang 330013, Jiangxi, Peoples R China Jiangxi Univ Finance & Econ, Sch Appl Econ, Nanchang 330013, Peoples R China
- [69] Analysis of the coupling coordination degree of the Society-Economy-Resource-Environment system in urban areas: Case study of the Jingjinji urban agglomeration, China[J]. ECOLOGICAL INDICATORS, 2023, 146Zhang, Yu论文数: 0 引用数: 0 h-index: 0机构: Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R China Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R ChinaZhu, Taoxing论文数: 0 引用数: 0 h-index: 0机构: Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R China Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R ChinaGuo, Haiyan论文数: 0 引用数: 0 h-index: 0机构: Tianjin Univ Commerce, Sch Management, Tianjin 300134, Peoples R China Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R ChinaYang, Xiaohui论文数: 0 引用数: 0 h-index: 0机构: Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R China Shijiazhuang Tiedao Univ, Sch Management, 17 Northeast Second Inner Ring, Shijiazhuang 050043, Peoples R China
- [70] Spatiotemporal Heterogeneity of Urban Land Expansion and Urban Population Growth under New Urbanization: A Case Study of Chongqing[J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (13)Zhang, Yudan论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing 400715, Peoples R China Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R ChinaLi, Yuanqing论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing 400715, Peoples R China Minist Nat Resources, Key Lab Monitoring Evaluat & Early Warning Terr S, Chongqing 401120, Peoples R China Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R ChinaChen, Yanan论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing 400715, Peoples R China Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R ChinaLiu, Shirao论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing 400715, Peoples R China Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R ChinaYang, Qingyuan论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing 400715, Peoples R China Minist Nat Resources, Key Lab Monitoring Evaluat & Early Warning Terr S, Chongqing 401120, Peoples R China Southwest Univ, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Sch Geog Sci, Chongqing 400715, Peoples R China