Skip to main content
Top

07-05-2024

Study on the Spatiotemporal Evolution and Driving Factors of Ecological Security in Stages Based on the DPSIRM-SBM Model: A Case Study of the Yangtze River Economic Belt

Authors: Hongmei Tan, Yanjun Zhang, Fengtai Zhang, Guochuan Peng, Caixia Jiang

Published in: Environmental Management

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Scientific assessment of urban ecological security (ES) is an important prerequisite to realize regional sustainable development. Previous studies lack the consideration of quality and poor systematic correlation, which could not reflect the internal dynamic relationship. On the basis of considering the time lag, this study divided the research process into the natural operation stage and the management feedback stage based on the driving forces, pressures, state, impacts, responses, management (DPSIRM) framework model and DEA theory, so as to effectively overcome the above shortcomings. Finally, we analyzed the spatio-temporal characteristics and influencing factors of the ES level of 108 cities in the Yangtze River Economic Belt (YREB) during 2005–2019. The results showed that: (a) both two stages showed a slow and fluctuating upward trend in time series, and the level of urban ES in the management feedback stage was significantly higher than that in the natural operation stage; (b) with the passage of time, the spatial distribution of ES in the natural operation stage gradually developed towards the middle and downstream of the YREB, while the management feedback stage mainly evolved from the midstream to the edge area; (c) the level of urban ES presented a different degree of spatial agglomeration phenomenon, and showed an increasing trend over time; and (d) the key influencing factors gradually changed from pressure to response during 2005–2019. This research aims to provide an innovative perspective for the measurement of urban ES, and provide scientific reference for improving urban ecological sustainable development.

Graphical Abstract

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Ackerman JT (2008) Climate Change, National Security, and the Quadrennial Defense Review: Avoiding the Perfect Storm. Strategic Stud Q 2:56–96 Ackerman JT (2008) Climate Change, National Security, and the Quadrennial Defense Review: Avoiding the Perfect Storm. Strategic Stud Q 2:56–96
go back to reference Bai J, Guo K, Liu M, Jiang T (2023) Spatial variability, evolution, and agglomeration of eco-environmental risks in the Yangtze River Economic Belt, China. Ecol Indic 152:110375CrossRef Bai J, Guo K, Liu M, Jiang T (2023) Spatial variability, evolution, and agglomeration of eco-environmental risks in the Yangtze River Economic Belt, China. Ecol Indic 152:110375CrossRef
go back to reference Bell S (2012) DPSIR = A problem structuring method? An exploration from the “Imagine” approach. J Eur J Oper Res 222:350–360CrossRef Bell S (2012) DPSIR = A problem structuring method? An exploration from the “Imagine” approach. J Eur J Oper Res 222:350–360CrossRef
go back to reference Brown LR(1977) Redefining National Security. Washington DC: World Watch Institute 40–41. Brown LR(1977) Redefining National Security. Washington DC: World Watch Institute 40–41.
go back to reference Banker DR, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag Sci 30(9):1078–1092CrossRef Banker DR, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag Sci 30(9):1078–1092CrossRef
go back to reference Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decisionmaking units. Eur J Oper Res 2(6):429–444CrossRef Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decisionmaking units. Eur J Oper Res 2(6):429–444CrossRef
go back to reference Chen H, Xu J, Zhang K, Guo S, Lv X, Mu X, Yang L, Song Y, Hu X, Ma Y, Manirakiza B, Zhang S (2022) New insights into the DPSIR model: Revealing the dynamic feedback mechanism and efficiency of ecological civilization construction in China. J Clean Prod 348:131377CrossRef Chen H, Xu J, Zhang K, Guo S, Lv X, Mu X, Yang L, Song Y, Hu X, Ma Y, Manirakiza B, Zhang S (2022) New insights into the DPSIR model: Revealing the dynamic feedback mechanism and efficiency of ecological civilization construction in China. J Clean Prod 348:131377CrossRef
go back to reference Chen Y, Wang J (2020) Ecological security early-warning in central Yunnan Province, China, based on the gray model. Ecol Indic 111:106000CrossRef Chen Y, Wang J (2020) Ecological security early-warning in central Yunnan Province, China, based on the gray model. Ecol Indic 111:106000CrossRef
go back to reference Cheng H, Zhu L, Meng J (2022) Fuzzy evaluation of the ecological security of land resources in mainland China based on the Pressure-State-Response framework. Sci Total Environ 804:150053CrossRef Cheng H, Zhu L, Meng J (2022) Fuzzy evaluation of the ecological security of land resources in mainland China based on the Pressure-State-Response framework. Sci Total Environ 804:150053CrossRef
go back to reference Čuček L, Klemeš JJ, Varbanov PS, Kravanja Z (2015) Significance of environmental footprints for evaluating sustainability and security of development. Clean Technol Environ Policy 17:2125–2141CrossRef Čuček L, Klemeš JJ, Varbanov PS, Kravanja Z (2015) Significance of environmental footprints for evaluating sustainability and security of development. Clean Technol Environ Policy 17:2125–2141CrossRef
go back to reference Dong Z, Zhang J, Tong Z, Han A, Zhi F (2022) Ecological security assessment of Xilingol grassland in China using DPSIRM model. Ecol Indic 143:109336CrossRef Dong Z, Zhang J, Tong Z, Han A, Zhi F (2022) Ecological security assessment of Xilingol grassland in China using DPSIRM model. Ecol Indic 143:109336CrossRef
go back to reference Du W, Liao X, Tong Z, Rina S, Rong G, Zhang J, Liu X, Guo E (2023) Early warning and scenario simulation of ecological security based on DPSIRM model and Bayesian network: A case study of east Liaohe river in Jilin Province, China. J Clean Prod 398:136649CrossRef Du W, Liao X, Tong Z, Rina S, Rong G, Zhang J, Liu X, Guo E (2023) Early warning and scenario simulation of ecological security based on DPSIRM model and Bayesian network: A case study of east Liaohe river in Jilin Province, China. J Clean Prod 398:136649CrossRef
go back to reference Du Y-W, Gao K (2020) Ecological security evaluation of marine ranching with AHP-entropy-based TOPSIS: A case study of Yantai, China. Mar Policy 122:104223CrossRef Du Y-W, Gao K (2020) Ecological security evaluation of marine ranching with AHP-entropy-based TOPSIS: A case study of Yantai, China. Mar Policy 122:104223CrossRef
go back to reference El-Zein A, Ahmed T, Tonmoy F (2021) Geophysical and social vulnerability to floods at municipal scale under climate change: The case of an inner-city suburb of Sydney. Ecol Indic 121:106988CrossRef El-Zein A, Ahmed T, Tonmoy F (2021) Geophysical and social vulnerability to floods at municipal scale under climate change: The case of an inner-city suburb of Sydney. Ecol Indic 121:106988CrossRef
go back to reference Ezeonu IC, Ezeonu FC (2000) The environment and global security. Environmentalist 20:41–48CrossRef Ezeonu IC, Ezeonu FC (2000) The environment and global security. Environmentalist 20:41–48CrossRef
go back to reference Ghosh S, Das Chatterjee N, Dinda S (2021) Urban ecological security assessment and forecasting using integrated DEMATEL-ANP and CA-Markov models: A case study on Kolkata Metropolitan Area, India. Sustain Cities Soc 68:102773CrossRef Ghosh S, Das Chatterjee N, Dinda S (2021) Urban ecological security assessment and forecasting using integrated DEMATEL-ANP and CA-Markov models: A case study on Kolkata Metropolitan Area, India. Sustain Cities Soc 68:102773CrossRef
go back to reference He N, Zhou Y, Wang L, Li Q, Zuo Q, Liu J, Li M (2022) Spatiotemporal evaluation and analysis of cultivated land ecological security based on the DPSIR model in Enshi autonomous prefecture, China. Ecol Indic 145:109619CrossRef He N, Zhou Y, Wang L, Li Q, Zuo Q, Liu J, Li M (2022) Spatiotemporal evaluation and analysis of cultivated land ecological security based on the DPSIR model in Enshi autonomous prefecture, China. Ecol Indic 145:109619CrossRef
go back to reference Hu L, Deng Y, Chen Z, Qi H (2018) Research on ecological safety evaluation of Yangtze River economic zone based on PSR model. J Wuhan Polytechnic Univ 37:58–64 Hu L, Deng Y, Chen Z, Qi H (2018) Research on ecological safety evaluation of Yangtze River economic zone based on PSR model. J Wuhan Polytechnic Univ 37:58–64
go back to reference Hua YE, Yan MA, Limin D (2011) Land Ecological Security Assessment for Bai Autonomous Prefecture of Dali Based Using PSR Model-with Data in 2009 as Case. Energy Proc 5:2172–2177CrossRef Hua YE, Yan MA, Limin D (2011) Land Ecological Security Assessment for Bai Autonomous Prefecture of Dali Based Using PSR Model-with Data in 2009 as Case. Energy Proc 5:2172–2177CrossRef
go back to reference Jiao M, Yue W, Suo A, Zhang L, Li H, Xu P, Ding D (2023) Construction and influencing factors of an early warning system for marine ranching ecological security: Experience from China’s coastal areas. J Environ Manag 335:117515CrossRef Jiao M, Yue W, Suo A, Zhang L, Li H, Xu P, Ding D (2023) Construction and influencing factors of an early warning system for marine ranching ecological security: Experience from China’s coastal areas. J Environ Manag 335:117515CrossRef
go back to reference Khan SU, Cui Y, Khan AA, Ali MAS, Khan A, Xia X, Liu G, Zhao M (2021) Tracking sustainable development efficiency with human-environmental system relationship: An application of DPSIR and super efficiency SBM model. Sci Total Environ 783:146959CrossRef Khan SU, Cui Y, Khan AA, Ali MAS, Khan A, Xia X, Liu G, Zhao M (2021) Tracking sustainable development efficiency with human-environmental system relationship: An application of DPSIR and super efficiency SBM model. Sci Total Environ 783:146959CrossRef
go back to reference Lei C, Wang Q, Wang Y, Han L, Yuan J, Yang L, Xu Y (2022) Spatially non-stationary relationships between urbanization and the characteristics and storage-regulation capacities of river systems in the Tai Lake Plain, China. Sci Total Environ 824:153684CrossRef Lei C, Wang Q, Wang Y, Han L, Yuan J, Yang L, Xu Y (2022) Spatially non-stationary relationships between urbanization and the characteristics and storage-regulation capacities of river systems in the Tai Lake Plain, China. Sci Total Environ 824:153684CrossRef
go back to reference Li D, Zuo Q, Zhang Z (2022a) A new assessment method of sustainable water resources utilization considering fairness-efficiency-security: A case study of 31 provinces and cities in China. Sustain Cities Soc 81:103839CrossRef Li D, Zuo Q, Zhang Z (2022a) A new assessment method of sustainable water resources utilization considering fairness-efficiency-security: A case study of 31 provinces and cities in China. Sustain Cities Soc 81:103839CrossRef
go back to reference Li J-X, Chen Y-N, Xu C-C, Li Z (2019a) Evaluation and analysis of ecological security in arid areas of Central Asia based on the emergy ecological footprint (EEF) model. J Clean Prod 235:664–677CrossRef Li J-X, Chen Y-N, Xu C-C, Li Z (2019a) Evaluation and analysis of ecological security in arid areas of Central Asia based on the emergy ecological footprint (EEF) model. J Clean Prod 235:664–677CrossRef
go back to reference Li Q, Wu J, Su Y, Zhang C, Wu X, Wen X, Huang G, Deng Y, Lafortezza R, Chen X (2022b) Estimating ecological sustainability in the Guangdong-Hong Kong-Macao Greater Bay Area, China: Retrospective analysis and prospective trajectories. J Environ Manag 303:114167CrossRef Li Q, Wu J, Su Y, Zhang C, Wu X, Wen X, Huang G, Deng Y, Lafortezza R, Chen X (2022b) Estimating ecological sustainability in the Guangdong-Hong Kong-Macao Greater Bay Area, China: Retrospective analysis and prospective trajectories. J Environ Manag 303:114167CrossRef
go back to reference Li W, Jiang R, Wu H, Xie J, Zhao Y, Song Y, Li F (2023) A System Dynamics Model of Urban Rainstorm and Flood Resilience to Achieve the Sustainable Development Goals. Sustain Cities Soc 96:104631CrossRef Li W, Jiang R, Wu H, Xie J, Zhao Y, Song Y, Li F (2023) A System Dynamics Model of Urban Rainstorm and Flood Resilience to Achieve the Sustainable Development Goals. Sustain Cities Soc 96:104631CrossRef
go back to reference Li Z-T, Yuan M-J, Hu M-M, Wang Y-F, Xia B-C (2019b) Evaluation of ecological security and influencing factors analysis based on robustness analysis and the BP-DEMALTE model: A case study of the Pearl River Delta urban agglomeration. Ecol Indic 101:595–602CrossRef Li Z-T, Yuan M-J, Hu M-M, Wang Y-F, Xia B-C (2019b) Evaluation of ecological security and influencing factors analysis based on robustness analysis and the BP-DEMALTE model: A case study of the Pearl River Delta urban agglomeration. Ecol Indic 101:595–602CrossRef
go back to reference Liang P, Liming D, Guijie Y (2010) Ecological Security Assessment of Beijing Based on PSR Model. Proc Environ Sci 2:832–841CrossRef Liang P, Liming D, Guijie Y (2010) Ecological Security Assessment of Beijing Based on PSR Model. Proc Environ Sci 2:832–841CrossRef
go back to reference Liu C, Li W, Xu J, Zhou H, Li C, Wang W (2022) Global trends and characteristics of ecological security research in the early 21st century: A literature review and bibliometric analysis. Ecol Indic 137:108734CrossRef Liu C, Li W, Xu J, Zhou H, Li C, Wang W (2022) Global trends and characteristics of ecological security research in the early 21st century: A literature review and bibliometric analysis. Ecol Indic 137:108734CrossRef
go back to reference Liu S, Yin Y, Li J, Cheng F, Dong S, Zhang Y (2018) Using cross-scale landscape connectivity indices to identify key habitat resource patches for Asian elephants in Xishuangbanna, China. Landsc Urban Plan 171:80–87CrossRef Liu S, Yin Y, Li J, Cheng F, Dong S, Zhang Y (2018) Using cross-scale landscape connectivity indices to identify key habitat resource patches for Asian elephants in Xishuangbanna, China. Landsc Urban Plan 171:80–87CrossRef
go back to reference Liu X, Zhang D, Wu H, Elser JJ, Yuan Z (2023) Uncovering the spatio-temporal dynamics of crop-specific nutrient budgets in China. J Environ Manag 340:117904CrossRef Liu X, Zhang D, Wu H, Elser JJ, Yuan Z (2023) Uncovering the spatio-temporal dynamics of crop-specific nutrient budgets in China. J Environ Manag 340:117904CrossRef
go back to reference Liu Y, Zhao C, Liu X, Chang Y, Wang H, Yang J, Yang X, Wei Y (2021) The multi-dimensional perspective of ecological security evaluation and drive mechanism for Baishuijiang National Nature Reserve, China. Ecol Indic 132:108295CrossRef Liu Y, Zhao C, Liu X, Chang Y, Wang H, Yang J, Yang X, Wei Y (2021) The multi-dimensional perspective of ecological security evaluation and drive mechanism for Baishuijiang National Nature Reserve, China. Ecol Indic 132:108295CrossRef
go back to reference Lu S, Qin F, Chen N, Yu Z, Xiao Y, Cheng X, Guan X (2019) Spatiotemporal differences in forest ecological security warning values in Beijing: Using an integrated evaluation index system and system dynamics model. Ecol Indic 104:549–558CrossRef Lu S, Qin F, Chen N, Yu Z, Xiao Y, Cheng X, Guan X (2019) Spatiotemporal differences in forest ecological security warning values in Beijing: Using an integrated evaluation index system and system dynamics model. Ecol Indic 104:549–558CrossRef
go back to reference Lu S, Tang X, Guan X, Qin F, Liu X, Zhang D (2020) The assessment of forest ecological security and its determining indicators: A case study of the Yangtze River Economic Belt in China. J Environ Manag 258:110048CrossRef Lu S, Tang X, Guan X, Qin F, Liu X, Zhang D (2020) The assessment of forest ecological security and its determining indicators: A case study of the Yangtze River Economic Belt in China. J Environ Manag 258:110048CrossRef
go back to reference Ma K-M, Fu B-J, Li X-Y, Guan W (2004) The regional pattern for ecological security (RPES): the concept and theoretical basis. Acta Ecol Sin 24:761–768 Ma K-M, Fu B-J, Li X-Y, Guan W (2004) The regional pattern for ecological security (RPES): the concept and theoretical basis. Acta Ecol Sin 24:761–768
go back to reference Ran P, Hu S, Frazier AE, Qu S, Yu D, Tong L (2022) Exploring changes in landscape ecological risk in the Yangtze River Economic Belt from a spatiotemporal perspective. Ecol Indic 137:108744CrossRef Ran P, Hu S, Frazier AE, Qu S, Yu D, Tong L (2022) Exploring changes in landscape ecological risk in the Yangtze River Economic Belt from a spatiotemporal perspective. Ecol Indic 137:108744CrossRef
go back to reference Ren D, Cao A (2022) Analysis of the heterogeneity of landscape risk evolution and driving factors based on a combined GeoDa and Geodetector model. Ecol Indic 144:109568CrossRef Ren D, Cao A (2022) Analysis of the heterogeneity of landscape risk evolution and driving factors based on a combined GeoDa and Geodetector model. Ecol Indic 144:109568CrossRef
go back to reference Ruan W, Li Y, Zhang S, Liu C-H (2019) Evaluation and drive mechanism of tourism ecological security based on the DPSIR-DEA model. Tour Manag 75:609–625CrossRef Ruan W, Li Y, Zhang S, Liu C-H (2019) Evaluation and drive mechanism of tourism ecological security based on the DPSIR-DEA model. Tour Manag 75:609–625CrossRef
go back to reference Skogen K, Helland H, Kaltenborn B (2018) Concern about climate change, biodiversity loss, habitat degradation and landscape change: Embedded in different packages of environmental concern? J Nat Conserv 44:12–20CrossRef Skogen K, Helland H, Kaltenborn B (2018) Concern about climate change, biodiversity loss, habitat degradation and landscape change: Embedded in different packages of environmental concern? J Nat Conserv 44:12–20CrossRef
go back to reference Skoulikidis NT (2009) The environmental state of rivers in the Balkans—A review within the DPSIR framework. Sci Total Environ 407:2501–2516CrossRef Skoulikidis NT (2009) The environmental state of rivers in the Balkans—A review within the DPSIR framework. Sci Total Environ 407:2501–2516CrossRef
go back to reference Sobhani P, Esmaeilzadeh H, Wolf ID, Deljouei A, Marcu MV, Sadeghi SMM (2023) Evaluating the ecological security of ecotourism in protected area based on the DPSIR model. Ecol Indic 155:110957CrossRef Sobhani P, Esmaeilzadeh H, Wolf ID, Deljouei A, Marcu MV, Sadeghi SMM (2023) Evaluating the ecological security of ecotourism in protected area based on the DPSIR model. Ecol Indic 155:110957CrossRef
go back to reference Sun K, He W, Shen Y, Yan T, Liu C, Yang Z, Han J, Xie W (2023a) Ecological security evaluation and early warning in the water source area of the Middle Route of South-to-North Water Diversion Project. Sci Total Environ 868:161561CrossRef Sun K, He W, Shen Y, Yan T, Liu C, Yang Z, Han J, Xie W (2023a) Ecological security evaluation and early warning in the water source area of the Middle Route of South-to-North Water Diversion Project. Sci Total Environ 868:161561CrossRef
go back to reference Sun M, Zhang L, Yang R, Li X, Zhang Y, Lu Y (2023b) Construction of an integrated framework for assessing ecological security and its application in Southwest China. Ecol Indic 148:110074CrossRef Sun M, Zhang L, Yang R, Li X, Zhang Y, Lu Y (2023b) Construction of an integrated framework for assessing ecological security and its application in Southwest China. Ecol Indic 148:110074CrossRef
go back to reference Tone K (2001) Network DEA: A slacks-based measure approach. Eur J Oper Res 197:243–252CrossRef Tone K (2001) Network DEA: A slacks-based measure approach. Eur J Oper Res 197:243–252CrossRef
go back to reference Verburg RW, Osseweijer F (2019) A framework to estimate biodiversity loss and associated costs due to nitrogen emissions from single power plants. J Clean Prod 239:117953CrossRef Verburg RW, Osseweijer F (2019) A framework to estimate biodiversity loss and associated costs due to nitrogen emissions from single power plants. J Clean Prod 239:117953CrossRef
go back to reference Wang N, Li S, Kang Q, Wang Y (2023) Exploring the land ecological security and its spatio-temporal changes in the Yangtze River Economic Belt of China, 2000–2020. Ecol Indic 154:110645CrossRef Wang N, Li S, Kang Q, Wang Y (2023) Exploring the land ecological security and its spatio-temporal changes in the Yangtze River Economic Belt of China, 2000–2020. Ecol Indic 154:110645CrossRef
go back to reference Wu X, Liu J, Fu B, Wang S, Wei Y (2021) Integrating multiple influencing factors in evaluating the socioeconomic effects of payments for ecosystem services. Ecosyst Serv 51:101348CrossRef Wu X, Liu J, Fu B, Wang S, Wei Y (2021) Integrating multiple influencing factors in evaluating the socioeconomic effects of payments for ecosystem services. Ecosyst Serv 51:101348CrossRef
go back to reference Wu X, Liu S, Sun Y, An Y, Dong S, Liu G (2019) Ecological security evaluation based on entropy matter-element model: A case study of Kunming city, southwest China. Ecol Indic 102:469–478CrossRef Wu X, Liu S, Sun Y, An Y, Dong S, Liu G (2019) Ecological security evaluation based on entropy matter-element model: A case study of Kunming city, southwest China. Ecol Indic 102:469–478CrossRef
go back to reference Xiang L (2018) Comprehensive evaluation and comparative study on ecological security of land in the Yangtze River Economic Belt. Jiangsu Agric Sci 46:7 Xiang L (2018) Comprehensive evaluation and comparative study on ecological security of land in the Yangtze River Economic Belt. Jiangsu Agric Sci 46:7
go back to reference Xiao D, Chen W (2002) On the basic concepts and contents of ecological security. Ying yong sheng tai xue bao=. J Appl Ecol 13:354–358 Xiao D, Chen W (2002) On the basic concepts and contents of ecological security. Ying yong sheng tai xue bao=. J Appl Ecol 13:354–358
go back to reference Yang G, Gui Q, Liu J, Chen X, Cheng S (2023) Spatial-temporal evolution and driving factors of ecological security in China based on DPSIR-DEA model: A case study of the Three Gorges reservoir area. Ecol Indic 154:110777CrossRef Yang G, Gui Q, Liu J, Chen X, Cheng S (2023) Spatial-temporal evolution and driving factors of ecological security in China based on DPSIR-DEA model: A case study of the Three Gorges reservoir area. Ecol Indic 154:110777CrossRef
go back to reference Yang L, Cao K (2021) Spatiotemporal pattern and driving mechanism of tourism ecological security in 85 counties and cities of Xinjiang. Acta Ecol Sin 41:9239–9252 Yang L, Cao K (2021) Spatiotemporal pattern and driving mechanism of tourism ecological security in 85 counties and cities of Xinjiang. Acta Ecol Sin 41:9239–9252
go back to reference Yang Y, Cai Z (2020) Ecological security assessment of the Guanzhong Plain urban agglomeration based on an adapted ecological footprint model. J Clean Prod 260:120973CrossRef Yang Y, Cai Z (2020) Ecological security assessment of the Guanzhong Plain urban agglomeration based on an adapted ecological footprint model. J Clean Prod 260:120973CrossRef
go back to reference Zeng P, Wei X, Duan Z (2022) Coupling and coordination analysis in urban agglomerations of China: Urbanization and ecological security perspectives. J Clean Prod 365:132730CrossRef Zeng P, Wei X, Duan Z (2022) Coupling and coordination analysis in urban agglomerations of China: Urbanization and ecological security perspectives. J Clean Prod 365:132730CrossRef
go back to reference Zhang C, Luo L, Xu W, Ledwith V (2008) Use of local Moran’s I and GIS to identify pollution hotspots of Pb in urban soils of Galway, Ireland. Sci Total Environ 398:212–221CrossRef Zhang C, Luo L, Xu W, Ledwith V (2008) Use of local Moran’s I and GIS to identify pollution hotspots of Pb in urban soils of Galway, Ireland. Sci Total Environ 398:212–221CrossRef
go back to reference Zhang F, Tan H, Zhao P, Gao L, Ma D, Xiao Y (2022a) What was the spatiotemporal evolution characteristics of high-quality development in China? A case study of the Yangtze River economic belt based on the ICGOS-SBM model. Ecol Indic 145:109593CrossRef Zhang F, Tan H, Zhao P, Gao L, Ma D, Xiao Y (2022a) What was the spatiotemporal evolution characteristics of high-quality development in China? A case study of the Yangtze River economic belt based on the ICGOS-SBM model. Ecol Indic 145:109593CrossRef
go back to reference Zhang F, Wang L, Su W (2015) The safety evaluation of water resources based on DPSIRM conceptual framework in karst region. China Environ Sci 35(11):3511–3520 Zhang F, Wang L, Su W (2015) The safety evaluation of water resources based on DPSIRM conceptual framework in karst region. China Environ Sci 35(11):3511–3520
go back to reference Zhang J, Zhang L, Wang S, Fan F (2017) Study on regional sustainable development efficiency measurement and influencing factors: Based on DPSIR-DEA Model. China Popul, Resour Environ 27:1–9 Zhang J, Zhang L, Wang S, Fan F (2017) Study on regional sustainable development efficiency measurement and influencing factors: Based on DPSIR-DEA Model. China Popul, Resour Environ 27:1–9
go back to reference Zhang X, Wang Y, Yuan X, Yang Y (2022b) Regional land ecological security evaluation and ecological poverty alleviation practice: A case study of Yangxian County in Shaanxi Province, China. J Geographical Sci 32:682–700CrossRef Zhang X, Wang Y, Yuan X, Yang Y (2022b) Regional land ecological security evaluation and ecological poverty alleviation practice: A case study of Yangxian County in Shaanxi Province, China. J Geographical Sci 32:682–700CrossRef
go back to reference Zhang Y, Zang P, Guo H, Yang G (2023) Wetlands ecological security assessment in lower reaches of Taoerhe river connected with Nenjiang river using modified PSR model. HydroResearch 6:156–165 Zhang Y, Zang P, Guo H, Yang G (2023) Wetlands ecological security assessment in lower reaches of Taoerhe river connected with Nenjiang river using modified PSR model. HydroResearch 6:156–165
go back to reference Zou S, Zhang L, Huang X, Osei FB, Ou G (2022) Early ecological security warning of cultivated lands using RF-MLP integration model: A case study on China’s main grain-producing areas. Ecol Indic 141:109059CrossRef Zou S, Zhang L, Huang X, Osei FB, Ou G (2022) Early ecological security warning of cultivated lands using RF-MLP integration model: A case study on China’s main grain-producing areas. Ecol Indic 141:109059CrossRef
Metadata
Title
Study on the Spatiotemporal Evolution and Driving Factors of Ecological Security in Stages Based on the DPSIRM-SBM Model: A Case Study of the Yangtze River Economic Belt
Authors
Hongmei Tan
Yanjun Zhang
Fengtai Zhang
Guochuan Peng
Caixia Jiang
Publication date
07-05-2024
Publisher
Springer US
Published in
Environmental Management
Print ISSN: 0364-152X
Electronic ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-024-01983-5