Abstract
Cities based on coal resources have increasingly important social and economic roles in China. Their strategies for sustainable development, however, urgently need to be improved, which represents a huge challenge. Most observers believe that the continued progress of these cities relies on the optimization of scientific adaptive management in which social, economic, and ecological factors are incorporated. A systems perspective that combines policies, management priorities, and long-term policy impacts needs to be applied. To date, however, such an approach has not been adopted, which means it is difficult to implement adaptive management at the regional scale. In this study, we used various situations to develop a multiple adaptive scenario system dynamics model. We then simulated a range of policy scenarios, with Ordos in the Inner Mongolia Autonomous Region as a case study. Simulation results showed that the current strategy is not sustainable and predicted that the system would exceed the environmental capacity, with risks of resource exhaustion and urban decline in 2025–2035. Five critical policy variables, including the urban population carrying capacity, rates of water consumption and water recycling, and expansion of urban land cover, were identified during sensitivity analysis. We developed and compared six socio-economic scenarios. The urban area, represented by the urban population density, seemed to transition through five different stages, namely natural growth, rapid growth, stable oscillation, fading, and rebalancing. Our scenarios suggested that different policies had different roles through each stage. The water use efficiency management policy had a comprehensive far-reaching influence on the system behavior; land urbanization management functions dominated at the start, and population capacity management was a major control in the mid-term. Our results showed that the water recycling policy and the urban population carrying capacity were extremely important, and both should be reinforced and evaluated by the local governments.
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References
An G X, Zhang Z X, Fu F. 2010. A case study on Dongying City: Harmonious development of Oil-resources-based cities based on SD (in Chinese). Resour Indu, 12: 8–16
Brandt A R. 2007. Testing Hubbert. Energ Policy, 35: 3074–3088
Brassil C E. 2001. Mean time to extinction of a metapopulation with an Allee effect. Ecol Model, 143: 9–16
Chaker A, El-Fadl K, Chamas L, Hatjian B. 2006. A review of strategic environmental assessment in 12 selected countries. Environ Impact Assess Rev, 26: 15–56
Champion A G. 2001. A changing demographic regime and evolving polycentric urban regions: Consequences for the size, composition and distribution of city populations. Urban Stud, 38: 657–677
Costanza R, Gottlieb S. 1998. Modelling ecological and economic systems with STELLA: Part II. Ecol Model, 112: 81–84
Costanza R, Voinov A. 2001. Modeling ecological and economic systems with STELLA: Part III. Ecol Model, 143: 1–7
Crompton P, Wu Y. 2005. Energy consumption in China: Past trends and future directions. Energ Econ, 27: 195–208
Dietz T, Rosa E.A, York R. 2009. Environmentally efficient well-being: Rethinking sustainability as the relationship between human well-being and environmental impacts. Hum Ecol Rev, 16: 114–123
Ding C. 2004. Farmland preservation in China. Land Lines Article, 16: 9–11
Dong S C, Li Z H, Li B, Xue M. 2007. Problems and strategies of industrial transformation of China’s resource-based cities. China Popul Resour Environ, 17: 12–17
Feng X, Qiu G. 2008. Mercury pollution in Guizhou, southwestern China—An overview. Sci Total Environ, 400: 227–237
Feng Y Y, Chen S Q, Zhang L X. 2013. System dynamics modeling for urban energy consumption and CO2 emissions: A case study of Beijing, China. Ecol Model, 252: 44–52
Gao R Z, Li H P, Ge R L, Tong C F. 2012. Analysis of coordination between regional water resources and socio-economic development in Ordos City (in Chinese). Water Resour Protect, 28: 82–85
Guo M, Xiao D N, Li X. 2006. Changes of landscape pattern between 1986 and 2000 in Jiuquan oasis, Heihe River basin (in Chinese). Acta Ecol Sin, 26: 457–466
Groffman P M, Baron J S, Blett T, Gold A J, Goodman I, Gunderson L H, Levinson B M, Palmer M A, Paerl H W, Peterson G D, Poff N L R, Rejeski D W, Reynolds J F, Turner M G, Weathers K C, Wiens J. 2006. Ecological thresholds: The key to successful environmental management or an important concept with no practical application? Ecosystems, 9: 1–13
Guo L. 2011. The sustainable development system structural model of Shaanxi coal industry. J Sustain Develop, 5: 128
He C Y, Shi P J, Chen J, Pan Y Z, Li X B, Li J, Li Y C, Li J G. 2005. Developing land use scenario dynamics model by the inte-gration of system dynamics model and cellular automata model. Sci China Ser D-Earth Sci, 48: 1979
He C Y, Zhao Y, Huang Q X, Zhang Q, Zhang D. 2015. Alternative future analysis for assessing the potential impact of climate change on urban landscape dynamics. Sci Total Environ, 532: 48–60
Helldén U. 2008. A coupled human-environment model for desertification simulation and impact studies. Glob Planet Change, 64: 158–168
Hilson G, Murck B. 2000. Sustainable development in the mining industry: Clarifying the corporate perspective. Resour Policy, 26: 227–238
Hubbert M K. 1956. Nuclear energy and the fossil fuels. In: Meeting of the Southern District, Division of Production, American Petroleum Institute. San Antonio: Shell Development Company
Jia F R, Wang M, Wang L, Yao Y. 2013. System dynamics analysis of complex factors coupled resource based city (in Chinese). Environ Sci Tech, 4: 177–181
Jin CY, Xi J, Lu L B, Xu Y H. 2014. Landscape changes and its driving forces (in Chinese). Resources, 6: 93–95
Ke W L, Sha J H, Yan J J. 2013. A balanced development of Ordos’s ecology and economy based on system dynamics (in Chinese). Resour Indu, 15: 19–26
Laurence D. 2011. Establishing a sustainable mining operation: An overview. J Clean Prod, 19: 278–284
Leng S Y. 1994. Influence of human activity to environment degradation in Ordos city (in Chinese). J Arid Land Resour Environ, 8: 44–52
Li H, Long R, Chen H. 2013. Economic transition policies in Chinese resource- based cities: An overview of government efforts. Energ Policy, 55: 251–260
Li M. 2012. Peak energy, climate change, and limits to China’s economic growth. Chinese Econ, 45: 74–92
Li Q, Gu C L. 2015. Dynamic geographical simulation for urban public Safety emergency response (in Chinese). Sci China Earth Sci, 45: 290–304
Li S C, Wang Y, Cai Y L. 2010. The Paradigm Transformation of Geography from the perspective of complexity sciences (in Chinese). Acta Geogr Sin, 65: 1315–1324
Liang H G, Liu Y S. 2014. Study on spatio-temporal change and simulation of population in Beijing based on census data (in Chinese). Acta Geogr Sin, 69: 1487–1495
Lin B Q, Liu J H. 2010. Estimating coal production peak and trends of coal imports in China. Energ Policy, 38: 512–519
Liu J, Diamond J. 2005. China’s environment in a globalizing world. Nature, 435: 1179–1186
Lu D D. 2014. New stage of sustainability of resource based city—An overview of sustainable development plan of resource-dependent cities nationwide (2013–2020) (in Chinese). Land Resources, 1: 10–11
Martinet V, Doyen L. 2007. Sustainability of an economy with an exhaustible resource: A viable control approach. Resour Energ Econ, 29: 17–39
Meng J J, Zhao, C H, Liu, M D. 2011. Regional Ecological Security assessment based on Land-use change: A case study in Ordos City (in Chinese). J Natur Resour, 26: 578–590
Meng J J, Zhu L K, Yang Q, Mao X Y. 2012. Building ecological security pattern based on land use: A case study of Ordos, Northern China (in Chinese). Acta Ecol Sin, 32: 6755–6766
Michieka N M, Fletcher J J. 2012. An investigation of the role of China’s urban population on coal consumption. Energ Policy, 48: 668–676
Nelson D R, Adger W N, Brown K. 2007. Adaptation to environmental change: Contributions of a resilience framework. Annu Rev Environ Resour, 32: 395–419
Reynolds J F, Smith D M S, Lambin E F, Turner B L, Mortimore M, Batterbury S P J, Downing T E, Dowlatabadi H, Fernández R J, Herrick J E, Huber-Sannwald E, Jiang H, Leemans R, Lynam T, Maestre F T, Ayarza M, Walker B. 2007. Global desertification: Building a science for dryland development. Science, 316: 847–851
Shealy M, Dorian J P. 2010. Growing Chinese coal use: Dramatic resource and environmental implications. Energ Policy, 38: 2116–2122
Shen L. 2005. Theory and Case study of resource based cities in China (in Chinese). Dissertation for Doctoral Degree. Beijing: Chinese Academy of Sciences
Shen L, Gao T M, Cheng X. 2011. China’s coal policy since 1979: A brief overview. Energ Policy, 40: 274–281
Stern D I. 1995. The contribution of the mining sector to sustainability in developing countries. Ecol Econ, 13: 53–63
Sun G D. 2010. Coal in China: Resources, uses, and advanced coal technologies. In: Coal Initiative Reports White Paper Series. Pew Center on Global Climate Change, Arlington
Sun W, Wu Q, Dong D, Jiao J. 2012. Avoiding coal-water conflicts during the development of China’s large coal-producing regions. Mine Water Environ, 31: 74–78
Tan M, Li X, Xie H, Lu C. 2005. Urban land expansion and arable land loss in China—A case study of Beijing-Tianjin-Hebei region. Land Use Policy, 22: 187–196
Tang W J, Gao L, Wu G. 2000. Simulation and adjustment of system dynamics on sustainable development in the mining area (in Chinese). Acta Ecol Sin, 20: 20–27
Tao Z, Li M. 2007. What is the limit of Chinese coal supplies—A STELLA model of Hubbert Peak. Energ Policy, 35: 3145–3154
Turner B L, Matson P A, McCarthy J J, Corell R W, Christensen L, Eckley N, Hovelsrud-Broda G K, Kasperson J X, Kasperson R E, Luers A, Martello M L, Mathiesen S, Naylor R, Polsky C, Pulsipher A, Schiller A, Selin H, Tyler N. 2003. Illustrating the coupled human-environment system for vulnerability analysis: Three case studies. Proc Natl Acad Sci USA, 100: 8080–8085
Wang B J, Zhou M, Ji F. 2009. Analyzing on the selecting behavior of mining cities’ industrial transition based on the viewpoint of sustainable development: A perspective of evolutionary game. In: Ge S, Liu J, Guo C, eds. Procedia Earth and Planetary Science. Xuzhou: International Conference on Mining Science and Technology. 1: 1647–1653
Wang B J, Zhou M, Ji F. 2009. A resource-based cities’ economic growth mechanism and sustainable development analysis based on system dynamics (in Chinese). J China Univ Min Tech-Social Sci, 11: 71–75
Wang J, Feng L, Tverberg G E. 2013. An analysis of China’s coal supply and its impact on China’s future economic growth. Energ Policy, 57: 542–551
Wang T, Zhu Z, Wu W. 2002. Sandy desertification in the north of China. Sci China Ser D-Earth Sci, 45: 23–34
Woodworth M D. 2011. Frontier boomtown urbanism in Ordos, Inner Mongolia Autonomous Region. Cross-Currents, 1: 127–153
Wu B, Ci L J. 2002. Landscape change and desertification development in the Mu Us Sandland, Northern China. J Arid Environ, 50: 429–444
Wu W, Pauw E. 2010. Policy impacts on land degradation: evidence revealed by remote sensing in Western Ordos, China. In: Zdruli P, Pagliai M, Kapur S, Faz Cano A, eds. Land Degradation and Desertification: Assessment, Mitigation and Remediation. Netherlands: Springer. 219–233
Xu D Y, Song A, Tong H F, Ren H Y, Hu Y F, Shao Q Q. 2016. A spatial system dynamic model for regional desertification simulation—A case study of Ordos, China. Environ Modell Softw, 3: 179–192
Yang H, Li X. 2000. Cultivated land and food supply in China. Land Use Policy, 17: 73–88
Yao D X, Meng J, Zhang Z G. 2010. Heavy metal pollution and potential ecological risk in reclaimed soils in Huainan mining area. J Coal Sci Eng China, 16: 316–319
Yao P, Sun L, Liang J G, Chen P Y. 2008. Simulation and adjustment of system dynamics on sustainable development in the coal cities (in Chinese). Math Pract Theory, 38: 301–316
Yu J, Zhang Z, Zhou Y. 2008. The sustainability of China’s major mining cities. Resour Policy, 33: 12–22
Yu Y J, Guo H C, Liu Y, Huang K, Wang Z. 2007. On the progress in urban ecosystem dynamic modeling (in Chinese). Acta Ecol Sin, 27: 2604–2614
Zhang K H, Song S. 2003. Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses. China Econ Rev, 14: 386–400
Zhang L, Mitsch W J. 2005. Modelling hydrological processes in created freshwater wetlands: An integrated system approach. Environ Model Softw, 20: 935–946
Zhang Y M. 2013. The government policy to support research in the transformation of resource cities. Dissertation for Master Degree. Changchun: North east Normal University
Zhong Y G, Jia X J, Li X. 2009. System dynamic (in Chinese). Dissertation for Master Degree. Beijing: Science Press
Acknowledgements
This work was supported by the National Natural Science Foundation of China (Grant Nos. 41590845 & 41601096) and the China Postdoctoral Science Foundation (Grant No. 2015M581160).
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Liu, X., Pei, T., Zhou, C. et al. A systems dynamic model of a coal-based city with multiple adaptive scenarios: A case study of Ordos, China. Sci. China Earth Sci. 61, 302–316 (2018). https://doi.org/10.1007/s11430-016-9077-5
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DOI: https://doi.org/10.1007/s11430-016-9077-5