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System dynamics modeling for urban energy consumption and CO2 emissions: A case study of Beijing, China

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  1. Xiaoqing Zhu & Tiancheng Zhang & Weijun Gao & Danying Mei, 2020. "Analysis on Spatial Pattern and Driving Factors of Carbon Emission in Urban–Rural Fringe Mixed-Use Communities: Cases Study in East Asia," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
  2. Xiaopeng Guo & Xiaodan Guo & Jiahai Yuan, 2014. "Impact Analysis of Air Pollutant Emission Policies on Thermal Coal Supply Chain Enterprises in China," Sustainability, MDPI, vol. 7(1), pages 1-21, December.
  3. Xiaoqiao Geng & Yuanqiao Wen & Chunhui Zhou & Changshi Xiao, 2017. "Establishment of the Sustainable Ecosystem for the Regional Shipping Industry Based on System Dynamics," Sustainability, MDPI, vol. 9(5), pages 1-18, May.
  4. Zhan, Jinyan & Wang, Chao & Wang, Huihui & Zhang, Fan & Li, Zhihui, 2024. "Pathways to achieve carbon emission peak and carbon neutrality by 2060: A case study in the Beijing-Tianjin-Hebei region, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
  5. Sun, Lu & Liu, Wenjing & Li, Zhaoling & Cai, Bofeng & Fujii, Minoru & Luo, Xiao & Chen, Wei & Geng, Yong & Fujita, Tsuyoshi & Le, Yiping, 2021. "Spatial and structural characteristics of CO2 emissions in East Asian megacities and its indication for low-carbon city development," Applied Energy, Elsevier, vol. 284(C).
  6. Cai, Bofeng & Zhang, Lixiao, 2014. "Urban CO2 emissions in China: Spatial boundary and performance comparison," Energy Policy, Elsevier, vol. 66(C), pages 557-567.
  7. Ming-Che Hu & Chihhao Fan & Tailin Huang & Chi-Fang Wang & Yu-Hui Chen, 2018. "Urban Metabolic Analysis of a Food-Water-Energy System for Sustainable Resources Management," IJERPH, MDPI, vol. 16(1), pages 1-11, December.
  8. Wang, Delu & Wang, Yadong & Song, Xuefeng & Liu, Yun, 2018. "Coal overcapacity in China: Multiscale analysis and prediction," Energy Economics, Elsevier, vol. 70(C), pages 244-257.
  9. Xiaodan Guo & Dongxiao Niu & Bowen Xiao, 2016. "Assessment of Air-Pollution Control Policy’s Impact on China’s PV Power: A System Dynamics Analysis," Energies, MDPI, vol. 9(5), pages 1-23, May.
  10. Lei Jin & Yuanhua Chang & Xianwei Ju & Fei Xu, 2019. "A Study on the Sustainable Development of Water, Energy, and Food in China," IJERPH, MDPI, vol. 16(19), pages 1-16, September.
  11. Wang, Chen & Engels, Anita & Wang, Zhaohua, 2018. "Overview of research on China's transition to low-carbon development: The role of cities, technologies, industries and the energy system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1350-1364.
  12. Wang, Geng & Feng, Yan, 2024. "Analysis of carbon emission drivers and peak carbon forecasts for island economies," Ecological Modelling, Elsevier, vol. 489(C).
  13. Yunna, Wu & Kaifeng, Chen & Yisheng, Yang & Tiantian, Feng, 2015. "A system dynamics analysis of technology, cost and policy that affect the market competition of shale gas in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 235-243.
  14. Zhang, Bo & Qiao, H. & Chen, B., 2015. "Embodied energy uses by China’s four municipalities: A study based on multi-regional input–output model," Ecological Modelling, Elsevier, vol. 318(C), pages 138-149.
  15. Guojiao Chen & Cuiyou Yao & Lurong Fan & Linze Li & Haiqing Cao, 2022. "Sustainability-oriented system dynamics method for coordinated megacity ecosystem development: the case of Beijing, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11027-11057, September.
  16. Dong, Kangyin & Dong, Xiucheng & Jiang, Qingzhe & Zhao, Jun, 2021. "Assessing energy resilience and its greenhouse effect: A global perspective," Energy Economics, Elsevier, vol. 104(C).
  17. Wang, Xin & Li, Zhengwei & Meng, Haixing & Wu, Jiang, 2017. "Identification of key energy efficiency drivers through global city benchmarking: A data driven approach," Applied Energy, Elsevier, vol. 190(C), pages 18-28.
  18. Fangli Ruan, 2023. "The Driving Role of Food and Cultivated Land Resource in Balancing the Complex Urban System of Socio-Economy and Environment: A Case Study of Shanghai City in China," Land, MDPI, vol. 12(4), pages 1-20, April.
  19. Jiang, Jingjing & Ye, Bin & Liu, Junguo, 2019. "Peak of CO2 emissions in various sectors and provinces of China: Recent progress and avenues for further research," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 813-833.
  20. Cai, Bofeng & Lu, Jun & Wang, Jinnan & Dong, Huijuan & Liu, Xiaoman & Chen, Yang & Chen, Zhanming & Cong, Jianhui & Cui, Zhipeng & Dai, Chunyan & Fang, Kai & Feng, Tong & Guo, Jie & Li, Fen & Meng, Fa, 2019. "A benchmark city-level carbon dioxide emission inventory for China in 2005," Applied Energy, Elsevier, vol. 233, pages 659-673.
  21. Li Tian & Gaofeng Xu & Chenjing Fan & Yue Zhang & Chaolin Gu & Yang Zhang, 2019. "Analyzing Mega City-Regions through Integrating Urbanization and Eco-Environment Systems: A Case Study of the Beijing-Tianjin-Hebei Region," IJERPH, MDPI, vol. 16(1), pages 1-24, January.
  22. Yin, Yuwei & Lam, Jasmine Siu Lee, 2022. "Bottlenecks of LNG supply chain in energy transition: A case study of China using system dynamics simulation," Energy, Elsevier, vol. 250(C).
  23. De Stercke, Simon & Mijic, Ana & Buytaert, Wouter & Chaturvedi, Vaibhav, 2018. "Modelling the dynamic interactions between London’s water and energy systems from an end-use perspective," Applied Energy, Elsevier, vol. 230(C), pages 615-626.
  24. Gupta, Monika & Bandyopadhyay, Kaushik Ranjan & Singh, Sanjay K., 2019. "Measuring effectiveness of carbon tax on Indian road passenger transport: A system dynamics approach," Energy Economics, Elsevier, vol. 81(C), pages 341-354.
  25. Herui Cui & Ruirui Wu & Tian Zhao, 2018. "Decomposition and Forecasting of CO 2 Emissions in China’s Power Sector Based on STIRPAT Model with Selected PLS Model and a Novel Hybrid PLS-Grey-Markov Model," Energies, MDPI, vol. 11(11), pages 1-19, November.
  26. Baher Mohamed Atlam & Asmaa Melegy Rapiea, 2016. "Assessing the Future of Energy Security in Egypt," International Journal of Energy Economics and Policy, Econjournals, vol. 6(4), pages 684-700.
  27. Song Han & Changqing Lin & Baosheng Zhang & Arash Farnoosh, 2019. "Projections and Recommendations for Energy Structure and Industrial Structure Development in China through 2030: A System Dynamics Model," Post-Print hal-02408957, HAL.
  28. Simona Ioana Ghita & Andreea Simona Saseanu & Rodica-Manuela Gogonea & Catalin-Emilian Huidumac-Petrescu, 2018. "Perspectives of Ecological Footprint in European Context under the Impact of Information Society and Sustainable Development," Sustainability, MDPI, vol. 10(9), pages 1-25, September.
  29. Junyao Wang & Anqi Liu, 2022. "Scenario Analysis of Energy-Related CO 2 Emissions from Current Policies: A Case Study of Guangdong Province," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
  30. Steve Harris & Jan Weinzettel & Gregor Levin, 2020. "Implications of Low Carbon City Sustainability Strategies for 2050," Sustainability, MDPI, vol. 12(13), pages 1-23, July.
  31. Langevin, J. & Reyna, J.L. & Ebrahimigharehbaghi, S. & Sandberg, N. & Fennell, P. & Nägeli, C. & Laverge, J. & Delghust, M. & Mata, É. & Van Hove, M. & Webster, J. & Federico, F. & Jakob, M. & Camaras, 2020. "Developing a common approach for classifying building stock energy models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
  32. Gu, Qiwei & Wang, Hongqi & Zheng, Yinan & Zhu, Jingwen & Li, Xiaoke, 2015. "Ecological footprint analysis for urban agglomeration sustainability in the middle stream of the Yangtze River," Ecological Modelling, Elsevier, vol. 318(C), pages 86-99.
  33. Lei Zhang & Yingqi Liu & Beibei Pang & Bingxiang Sun & Ari Kokko, 2020. "Second Use Value of China’s New Energy Vehicle Battery: A View Based on Multi-Scenario Simulation," Sustainability, MDPI, vol. 12(1), pages 1-25, January.
  34. Lixiao Zhang & Qiuhong Hu & Fan Zhang, 2014. "Input-Output Modeling for Urban Energy Consumption in Beijing: Dynamics and Comparison," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-11, March.
  35. Tarek Rakha & Rawad El Kontar, 2019. "Community energy by design: A simulation-based design workflow using measured data clustering to calibrate Urban Building Energy Models (UBEMs)," Environment and Planning B, , vol. 46(8), pages 1517-1533, October.
  36. Chao Liu & Sen Huang & Peng Xu & Zhong-ren Peng, 2018. "Exploring an integrated urban carbon dioxide (CO2) emission model and mitigation plan for new cities," Environment and Planning B, , vol. 45(5), pages 821-841, September.
  37. Rong Yuan & Tao Zhao & Jing Xu, 2017. "A subsystem input–output decomposition analysis of CO2 emissions in the service sectors: a case study of Beijing, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(6), pages 2181-2198, December.
  38. Tian, Jing & Andraded, Celio & Lumbreras, Julio & Guan, Dabo & Wang, Fangzhi & Liao, Hua, 2018. "Integrating Sustainability Into City-level CO2 Accounting: Social Consumption Pattern and Income Distribution," Ecological Economics, Elsevier, vol. 153(C), pages 1-16.
  39. Jia, Shuwei & Liu, Xiaolu & Yan, Guangle, 2019. "Effect of APCF policy on the haze pollution in China: A system dynamics approach," Energy Policy, Elsevier, vol. 125(C), pages 33-44.
  40. Liu, Xiaoping & Ou, Jinpei & Chen, Yimin & Wang, Shaojian & Li, Xia & Jiao, Limin & Liu, Yaolin, 2019. "Scenario simulation of urban energy-related CO2 emissions by coupling the socioeconomic factors and spatial structures," Applied Energy, Elsevier, vol. 238(C), pages 1163-1178.
  41. Zhao, Guangling & Guerrero, Josep M. & Jiang, Kejun & Chen, Sha, 2017. "Energy modelling towards low carbon development of Beijing in 2030," Energy, Elsevier, vol. 121(C), pages 107-113.
  42. Fangzheng Li & Yinan Sun & Xiong Li & Xinhua Hao & Wanyi Li & Yun Qian & Haimeng Liu & Haiyan Sun, 2016. "Research on the Sustainable Development of Green-Space in Beijing Using the Dynamic Systems Model," Sustainability, MDPI, vol. 8(10), pages 1-17, September.
  43. Wang, Jianjun & Li, Li, 2016. "Sustainable energy development scenario forecasting and energy saving policy analysis of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 718-724.
  44. Xia, X.H. & Hu, Y. & Chen, G.Q. & Alsaedi, A. & Hayat, T. & Wu, X.D., 2015. "Vertical specialization, global trade and energy consumption for an urban economy: A value added export perspective for Beijing," Ecological Modelling, Elsevier, vol. 318(C), pages 49-58.
  45. Xingpeng Chen & Guokui Wang & Xiaojia Guo & Jinxiu Fu, 2016. "An Analysis Based on SD Model for Energy-Related CO 2 Mitigation in the Chinese Household Sector," Energies, MDPI, vol. 9(12), pages 1-18, December.
  46. Yong Jiang & Yalin Lei & Li Li & Jianping Ge, 2016. "Mechanism of Fiscal and Taxation Policies in the Geothermal Industry in China," Energies, MDPI, vol. 9(9), pages 1-20, September.
  47. Pradeep Amarasinghe & An Liu & Prasanna Egodawatta & Paul Barnes & James McGree & Ashantha Goonetilleke, 2017. "Modelling Resilience of a Water Supply System under Climate Change and Population Growth Impacts," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(9), pages 2885-2898, July.
  48. Chen, Qianli & Cai, Bofeng & Dhakal, Shobhakar & Pei, Sha & Liu, Chunlan & Shi, Xiaoping & Hu, Fangfang, 2017. "CO2 emission data for Chinese cities," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 198-208.
  49. Aslani, Alireza & Helo, Petri & Naaranoja, Marja, 2014. "Role of renewable energy policies in energy dependency in Finland: System dynamics approach," Applied Energy, Elsevier, vol. 113(C), pages 758-765.
  50. Song Han & Changqing Lin & Baosheng Zhang & Arash Farnoosh, 2019. "Projections and Recommendations for Energy Structure and Industrial Structure Development in China through 2030: A System Dynamics Model," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
  51. Reza Darisavi Bahmanshir & Ali Akbar Naji Meidani & Mahdi Khodaparast Mashhadi & Narges Salehnia, 2018. "Reversibility Test of Oil Demand Function of OECD Countries Importing Oil from Iran with an Emphasis on Technological and Environmental Considerations: Symmetric and Asymmetric Models," International Journal of Energy Economics and Policy, Econjournals, vol. 8(2), pages 132-139.
  52. Chen, Shaoqing & Zhu, Feiyao & Long, Huihui & Yang, Jin, 2019. "Energy footprint controlled by urban demands: How much does supply chain complexity contribute?," Energy, Elsevier, vol. 183(C), pages 561-572.
  53. Li, Guohao & Chen, Xue & You, Xue-yi, 2023. "System dynamics prediction and development path optimization of regional carbon emissions: A case study of Tianjin," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  54. Chen, Shaoqing & Chen, Bin, 2017. "Coupling of carbon and energy flows in cities: A meta-analysis and nexus modelling," Applied Energy, Elsevier, vol. 194(C), pages 774-783.
  55. Guo, Xiaopeng & Guo, Xiaodan, 2016. "Nuclear power development in China after the restart of new nuclear construction and approval: A system dynamics analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 999-1007.
  56. Yiyun Liu & Rui Zhao & Kuo-Jui Wu & Tao Huang & Anthony S. F. Chiu & Chenyi Cai, 2018. "A Hybrid of Multi-Objective Optimization and System Dynamics Simulation for Straw-to-Electricity Supply Chain Management under the Belt and Road Initiatives," Sustainability, MDPI, vol. 10(3), pages 1-17, March.
  57. Benjamin Batinge & Josephine Kaviti Musango & Fabrizio Ceschin & Amollo Ambole & Suzanne Smit & Aine Petrulaityte, 2022. "Modelling gendered innovation for the security of energy services in poor urban environments," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(2), pages 287-304, March.
  58. Wang, Jianzhou & Jiang, Haiyan & Zhou, Qingping & Wu, Jie & Qin, Shanshan, 2016. "China’s natural gas production and consumption analysis based on the multicycle Hubbert model and rolling Grey model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1149-1167.
  59. Fernando Ramos-Quintana & Héctor Sotelo-Nava & Hugo Saldarriaga-Noreña & Efraín Tovar-Sánchez, 2019. "Assessing the Environmental Quality Resulting from Damages to Human-Nature Interactions Caused by Population Increase: A Systems Thinking Approach," Sustainability, MDPI, vol. 11(7), pages 1-29, April.
  60. Guokui Wang & Xiaojia Guo & Jinxiu Fu & Qingyue Wei & Linlin Zhang, 2022. "Alternative pathways to CO2 reduction in Gansu province, China," Energy & Environment, , vol. 33(4), pages 809-825, June.
  61. Yong S. Nyam & Julius H. Kotir & Andries J. Jordaan & Abiodun A. Ogundeji & Adetoso A. Adetoro & Israel R. Orimoloye, 2020. "Towards Understanding and Sustaining Natural Resource Systems through the Systems Perspective: A Systematic Evaluation," Sustainability, MDPI, vol. 12(23), pages 1-20, November.
  62. Huang, Fei & Zhou, Dequn & Wang, Qunwei & Hang, Ye, 2019. "Decomposition and attribution analysis of the transport sector’s carbon dioxide intensity change in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 343-358.
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  66. Bjarnhedinn Gudlaugsson & Dana Abi Ghanem & Huda Dawood & Gobind Pillai & Michael Short, 2022. "A Qualitative Based Causal-Loop Diagram for Understanding Policy Design Challenges for a Sustainable Transition Pathway: The Case of Tees Valley Region, UK," Sustainability, MDPI, vol. 14(8), pages 1-49, April.
  67. Bukhary, Saria & Ahmad, Sajjad & Batista, Jacimaria, 2018. "Analyzing land and water requirements for solar deployment in the Southwestern United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3288-3305.
  68. Kazutoshi Tsuda & Michinori Uwasu & Keishiro Hara & Yukari Fuchigami, 2017. "Approaches to induce behavioral changes with respect to electricity consumption," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 7(1), pages 30-38, March.
  69. Akhil Kunche & Bożena Mielczarek, 2021. "Application of System Dynamic Modelling for Evaluation of Carbon Mitigation Strategies in Cement Industries: A Comparative Overview of the Current State of the Art," Energies, MDPI, vol. 14(5), pages 1-22, March.
  70. Jonathan Köhler & Fjalar de Haan & Georg Holtz & Klaus Kubeczko & Enayat Moallemi & George Papachristos & Emile Chappin, 2018. "Modelling Sustainability Transitions: An Assessment of Approaches and Challenges," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(1), pages 1-8.
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  75. Jianzhong Xiao & Jinhua Cheng & Jun Shen & Xiaolin Wang, 2017. "A System Dynamics Analysis of Investment, Technology and Policy that Affect Natural Gas Exploration and Exploitation in China," Energies, MDPI, vol. 10(2), pages 1-19, January.
  76. Tsai, Wen-Ping & Cheng, Chung-Lien & Uen, Tinn-Shuan & Zhou, Yanlai & Chang, Fi-John, 2019. "Drought mitigation under urbanization through an intelligent water allocation system," Agricultural Water Management, Elsevier, vol. 213(C), pages 87-96.
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  82. Esther Barrios-Crespo & Saúl Torres-Ortega & Pedro Díaz-Simal, 2021. "Developing a Dynamic Model for Assessing Green Infrastructure Investments in Urban Areas," IJERPH, MDPI, vol. 18(20), pages 1-24, October.
  83. Suhyun Kang & Sangyong Kim & Seungho Kim & Dongeun Lee, 2020. "System Dynamics Model for the Improvement Planning of School Building Conditions," Sustainability, MDPI, vol. 12(10), pages 1-16, May.
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