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Is smart transportation associated with reduced carbon emissions? The case of China

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  1. Emodi, Nnaemeka Vincent & Inekwe, John Nkwoma & Zakari, Abdulrasheed, 2022. "Transport infrastructure, CO2 emissions, mortality, and life expectancy in the Global South," Transport Policy, Elsevier, vol. 128(C), pages 243-253.
  2. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  3. Lee, Hye-Jeong & Yoo, Seung-Hoon & Lim, Sesil & Huh, Sung-Yoon, 2023. "External benefits of a road transportation system with vehicle-to-everything communications," Transport Policy, Elsevier, vol. 134(C), pages 128-138.
  4. Dong, Kangyin & Jia, Rongwen & Zhao, Congyu & Wang, Kun, 2023. "Can smart transportation inhibit carbon lock-in? The case of China," Transport Policy, Elsevier, vol. 142(C), pages 59-69.
  5. Shen, Weiteng & Yu, Xuan & Sun, Tong & Pan, Tiejun & Zhong, Shunbin, 2025. "The effects of internet infrastructure on carbon neutrality," International Review of Economics & Finance, Elsevier, vol. 99(C).
  6. Chen, Zhenni & Li, Bin & Lou, Xinna & Liang, Yilan & Feng, Tong, 2025. "Is the increasing carbon pressure an incentive or obstacle to corporate creativity? Evidence from Chinese listed firms," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 186-201.
  7. Zhao, Congyu & Wang, Jianda & Dong, Kangyin & Wang, Kun, 2023. "How does renewable energy encourage carbon unlocking? A global case for decarbonization," Resources Policy, Elsevier, vol. 83(C).
  8. Cong-Jian Liu & Fang-Kai Wang & Zhuang-Zhuang Wang & Tao Wang & Ze-Hao Jiang, 2022. "Autonomous Vehicles for Enhancing Expressway Capacity: A Dynamic Perspective," Sustainability, MDPI, vol. 14(9), pages 1-14, April.
  9. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2023. "Can low-carbon energy technology lead to energy resource carrying capacity improvement? The case of China," Energy Economics, Elsevier, vol. 127(PA).
  10. Yu Kang, 2024. "Sustainable Development Through Energy Transition: The Role of Natural Resources and Gross Fixed Capital in China," Sustainability, MDPI, vol. 17(1), pages 1-26, December.
  11. Tian Ma & Xiaobao Wei & Shuai Liu & Yilong Ren, 2022. "MGCAF: A Novel Multigraph Cross-Attention Fusion Method for Traffic Speed Prediction," IJERPH, MDPI, vol. 19(21), pages 1-13, November.
  12. Han Jia & Weidong Li & Runlin Tian, 2025. "Spatio-Temporal Influencing Factors of the Coupling Coordination Degree Between China’s New-Type Urbanization and Transportation Carbon Emission Efficiency," Land, MDPI, vol. 14(3), pages 1-33, March.
  13. Zhao, Congyu & Dong, Kangyin & Lee, Chien-Chiang, 2024. "Carbon lock-in endgame: Can energy trilemma eradication contribute to decarbonization?," Energy, Elsevier, vol. 293(C).
  14. Congyu Zhao & Kangyin Dong & Xiucheng Dong, 2025. "Is enhanced information and communication technology efficiency a powerful weapon for carbon unlocking? The case of China," Annals of Operations Research, Springer, vol. 355(1), pages 599-625, December.
  15. Yang, Xiaoli & Yang, Xiaoxia & Cui, Wei, 2025. "Carbon emissions of China's transportation industry: Decoupling analysis, efficiency measurement, and related factors," Energy, Elsevier, vol. 339(C).
  16. Zhao, Congyu & Zhai, Xuan & Liu, Zhengguang & Song, Chenchen, 2025. "Enlarging or narrowing? Exploring the impact of energy poverty on carbon inequality in China," Utilities Policy, Elsevier, vol. 92(C).
  17. Chaobo Zhou, 2025. "Artificial Intelligence and Urban Air Quality: The Role of Government and Public Environmental Attention," Sustainability, MDPI, vol. 17(13), pages 1-16, June.
  18. Li, Jian, 2025. "Predicting China's transportation sector volatility: Evidence from a new economic indicator," Finance Research Letters, Elsevier, vol. 84(C).
  19. Min Wang & Yunbei Ma, 2024. "Spatial Heterogeneity and Clustering of County-Level Carbon Emissions in China," Sustainability, MDPI, vol. 16(23), pages 1-17, November.
  20. Zahid Hussain & Bihizi Marcel & Abdul Majeed & Raymondo Sandra Marcelline Tsimisaraka, 2024. "Effects of transport–carbon intensity, transportation, and economic complexity on environmental and health expenditures," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 16523-16553, July.
  21. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  22. Masoud Khanmohamadi & Marco Guerrieri, 2025. "Smart Intersections and Connected Autonomous Vehicles for Sustainable Smart Cities: A Brief Review," Sustainability, MDPI, vol. 17(7), pages 1-32, April.
  23. Dong, Kangyin & Ni, Guohua & Taghizadeh-Hesary, Farhad & Zhao, Congyu, 2023. "Does smart transportation matter in inhibiting carbon inequality?," Energy Economics, Elsevier, vol. 126(C).
  24. Ding, Tao & Li, Jiangyuan & Shi, Xing & Li, Xuhui & Chen, Ya, 2023. "Is artificial intelligence associated with carbon emissions reduction? Case of China," Resources Policy, Elsevier, vol. 85(PB).
  25. Yushan Li & Satoshi Fujita, 2024. "A Synergistic Elixir-EDA-MQTT Framework for Advanced Smart Transportation Systems," Future Internet, MDPI, vol. 16(3), pages 1-23, February.
  26. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "How does smart transportation technology promote green total factor productivity? The case of China," Research in Transportation Economics, Elsevier, vol. 101(C).
  27. Ding, Tao & Li, Hao & Tan, Ruipeng & Zhao, Xin, 2023. "How does geopolitical risk affect carbon emissions?: An empirical study from the perspective of mineral resources extraction in OECD countries," Resources Policy, Elsevier, vol. 85(PB).
  28. Yan Li & Jiale Zhang, 2024. "Evolutionary Game Analysis of Low-Carbon Incentive Behaviour of Power Battery Recycling Based on Prospect Theory," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
  29. Huan Wu & Jianguo Du & Yasir Rasool, 2025. "Navigating Environmental Concerns: Unveiling the Role of Economic Governance, Energy Transition, and Population Aging on Transport-Based CO 2 Emissions in China," Energies, MDPI, vol. 18(7), pages 1-26, March.
  30. Wang, Shubin & Li, Jiabao & Lu, Quanying, 2024. "Optimization of carbon peaking achieving paths in China's transportation sector under digital feature clustering," Energy, Elsevier, vol. 313(C).
  31. Huang, Guanying & Li, Dezhi & Zhou, Shenghua & Ng, S. Thomas & Wang, Wentao & Wang, Lingxiao, 2025. "Public opinion on smart infrastructure in China: Evidence from social media," Utilities Policy, Elsevier, vol. 93(C).
  32. Zhilun Jiao & Ningning Yu & Xiaofan Wu, 2024. "Disentangling the Intelligentization–Carbon Emission Nexus within China’s Logistics Sector: An Econometric Approach," Energies, MDPI, vol. 17(16), pages 1-21, August.
  33. Taghizadeh-Hesary, Farhad & Dong, Kangyin & Zhao, Congyu & Phoumin, Han, 2023. "Can financial and economic means accelerate renewable energy growth in the climate change era? The case of China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 730-743.
  34. Xinghua Hu & Ruizi Cheng & Jiahao Zhao & Xiaochuan Zhou, 2025. "Government subsidy-penalty strategy to promote low-carbon multimodal transportation using dynamic-static combination mechanism," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-20, December.
  35. Farzaneh Mohammadi Jouzdani & Vahid Javidroozi & Hanifa Shah & Monica Mateo Garcia, 2025. "A Systemic Digital Transformation for Smart Net-Zero Cities: A State-of-the-Art Review," J, MDPI, vol. 8(1), pages 1-32, March.
  36. Ruiyang Ma & Boqiang Lin, 2023. "Digital infrastructure construction drives green economic transformation: evidence from Chinese cities," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
  37. Yuhao Yang & Fengying Yan, 2023. "An Inquiry into the Characteristics of Carbon Emissions in Inter-Provincial Transportation in China: Aiming to Typological Strategies for Carbon Reduction in Regional Transportation," Land, MDPI, vol. 13(1), pages 1-24, December.
  38. Zhao, Congyu & Dong, Kangyin & Jiang, Hong-Dian & Wang, Kun & Dong, Xiucheng, 2023. "How does energy poverty eradication realize the path to carbon unlocking? The case of China," Energy Economics, Elsevier, vol. 121(C).
  39. Ma, Jinjin & Yang, Lin & Wang, Donghan & Li, Yiming & Xie, Zuomiao & Lv, Haodong & Woo, Donghyup, 2024. "Digitalization in response to carbon neutrality: Mechanisms, effects and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
  40. Ding, Tao & Li, Hao & Liu, Li & Feng, Kui, 2024. "An inquiry into the nexus between artificial intelligence and energy poverty in the light of global evidence," Energy Economics, Elsevier, vol. 136(C).
  41. Xu, Feng & Li, Xiaodong & Yang, Zhihan & Zhu, Chen, 2024. "Spatiotemporal characteristics and driving factor analysis of embodied CO2 emissions in China's building sector," Energy Policy, Elsevier, vol. 188(C).
  42. Ghaemi Asl, Mahdi & Nie, Pu-yan & Charkh, Cyrus, 2024. "Cycles-specific benefits of smart transport for sustainable investing: Global and regional perspectives with different ethical paradigms," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  43. Wang, Luojia & Du, Kerui & Shao, Shuai, 2024. "Transportation infrastructure and carbon emissions: New evidence with spatial spillover and endogeneity," Energy, Elsevier, vol. 297(C).
  44. Muhammad Shahzad Sardar & Nabila Asghar & Hafeez ur Rehman, 2024. "Moderation of competitiveness in determining environmental sustainability: economic growth and transport sector carbon emissions in global perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1481-1503, January.
  45. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2022. "How does energy trilemma eradication reduce carbon emissions? The role of dual environmental regulation for China," Energy Economics, Elsevier, vol. 116(C).
  46. George Aniegbunem & Andrea Kraj, 2023. "Economic Analysis of Sustainable Transportation Transitions: Case Study of the University of Saskatchewan Ground Services Fleet," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
  47. Yue Zheng & Qiaoru Wang & Tingyu Liu, 2026. "Can High-speed Rail Newtowns Realize Sustainable Development? — A Study from the Perspective of Spillover Effect of High-speed Railway Openings," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(2), pages 3187-3222, April.
  48. Huiping Wang & Peiling Liu, 2024. "Characteristics of the urban environmental regulation network and its impact on carbon emission efficiency in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
  49. Feng, Xinzhen & Zhou, Dequn & Hussain, Tufail, 2024. "An investigation of fintech governance, natural resources and government stability on sustainability: Policy suggestions under the SDGs theme," Resources Policy, Elsevier, vol. 96(C).
  50. Song, Malin & Pan, Heting & Shen, Zhiyang & Tamayo-Verleene, Kristine, 2024. "Assessing the influence of artificial intelligence on the energy efficiency for sustainable ecological products value," Energy Economics, Elsevier, vol. 131(C).
  51. Shu, Yunxia & Deng, Nanxin & Wu, Yuming & Bao, Shuming & Bie, Ao, 2023. "Urban governance and sustainable development: The effect of smart city on carbon emission in China," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
  52. Yanjun Chang & Liuliu Lai, 2023. "Effects and Mechanisms of China’s Pilot Free Trade Zones on Green and High-Quality Development from the Dual-Circulation Perspective," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
  53. Chinazaekpere Nwani & Ekpeno L. Effiong & Enyinnaya Timothy Matthew, 2023. "Globalization‐induced social changes and their environmental impacts: Assessing the role of information and communication technology in sub‐Saharan Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(2), pages 347-367, March.
  54. Khalid Zaman & Muhammad Khalid Anser & Usama Awan & Wiwik Handayani & Hailan Salamun & Abdul Rashid Abdul Aziz & Mohd Khata Jabor & Kamalularifin Subari, 2022. "Transportation-Induced Carbon Emissions Jeopardize Healthcare Logistics Sustainability: Toward a Healthier Today and a Better Tomorrow," Logistics, MDPI, vol. 6(2), pages 1-17, April.
  55. Wang, Qipeng & Liu, Yong, 2025. "Evaluating the impact of new energy demonstration city construction on urban air quality: Evidence from a DID analysis of Chinese cities," Energy, Elsevier, vol. 332(C).
  56. Islam, Hasibul, 2025. "Nexus of economic, social, and environmental factors on sustainable development goals: The moderating role of technological advancement and green innovation," Innovation and Green Development, Elsevier, vol. 4(1).
  57. Xiaoyuan Feng & Yue Chen & Hongbo Li & Tian Ma & Yilong Ren, 2023. "Gated Recurrent Graph Convolutional Attention Network for Traffic Flow Prediction," Sustainability, MDPI, vol. 15(9), pages 1-13, May.
  58. Wang, Zhaohua & Ma, Junhua & Zhang, Bin & Yang, Yuantao & Wang, Bo & Zhao, Wenhui, 2023. "Does high speed railway alleviate housing vacancy rates? Evidence from smart meter data of household electricity consumption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
  59. Zhang, Ziye & Chen, Hao & Sun, Fengyu & Ma, Yanlei & Ji, Zhenhua & Zhang, Wenbo, 2025. "Technologies for high-entropy energy harvesting and utilization along transport infrastructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
  60. Cui, Qi & Li, Xiaofan & Bai, Xiaoxin & He, Ling & Liu, Mengting, 2025. "How the synergy effect between renewable electricity deployment and terminal electrification mitigates transportation sectors' carbon emissions in China?," Transport Policy, Elsevier, vol. 166(C), pages 135-147.
  61. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Nepal, Rabindra, 2024. "How does artificial intelligence promote renewable energy development? The role of climate finance," Energy Economics, Elsevier, vol. 133(C).
  62. Ma, Ruiyang & Lin, Boqiang, 2023. "Digitalization and energy-saving and emission reduction in Chinese cities: Synergy between industrialization and digitalization," Applied Energy, Elsevier, vol. 345(C).
  63. Manal Elhaj & Jihen Bousrih & Hind Alofaysan, 2024. "Can Technological Advancement Empower the Future of Renewable Energy? A Panel Autoregressive Distributed Lag Approach," Energies, MDPI, vol. 17(20), pages 1-18, October.
  64. Wanwan Yang & Yingzi Chen & Yuchan Gao & Yaqi Hu, 2024. "The Impact of Urban Transportation Development on Daily Travel Carbon Emissions in China: Moderating Effects Based on Urban Form," Land, MDPI, vol. 13(12), pages 1-19, December.
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