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Spatiotemporal Analysis of Land Use Patterns on Carbon Emissions in China

Author

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  • Qiaowen Lin

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430079, China)

  • Lu Zhang

    (School of Public Administration, Central China Normal University, Wuhan 430079, China)

  • Bingkui Qiu

    (Department of Tourism Management, Jin zhong University, Jin Zhong 030619, China)

  • Yi Zhao

    (School of Urban Planning & Design, Peking University Shenzhen Graduate School, Guangdong 518055, China)

  • Chao Wei

    (School of Public Administration, Hubei University, Wuhan 430062, China)

Abstract

Nowadays, China is the world’s second largest economy and largest carbon emitter. This paper calculates the carbon emission intensity and the carbon emissions per capita of land use in 30 provinces at the national level in China from 2006 to 2016. A spatial correlation model is used to explore its spatiotemporal features. The results show that (1) China’s land use carbon emissions continued to grow from 2006 to 2016. The spatial heterogeneity of carbon emission intensity of land use initially decreased and then increased during this period. The carbon emission of land use pattern reached a peak in 2015 and the land use carbon emission intensity was relatively lower in east China; (2) southern China accounts for a majority of the total Chinese carbon sink. Better economic structure, land use structure and industrial structure will lead to lower carbon emission intensity of land use; (3) carbon emissions per capita of land use in China are affected not only by land development intensity, urbanization level, and energy consumption structure, but also by the population policy. It is significant to formulate differentiated energy and land use policies according to local conditions. This study not only provides a scientific basis for formulating different carbon emission mitigation policies for the local governments in China, but also provides theoretical reference for other developing countries for sustainable development. It contributes to the better understanding of the land use patterns on carbon emissions in China.

Suggested Citation

  • Qiaowen Lin & Lu Zhang & Bingkui Qiu & Yi Zhao & Chao Wei, 2021. "Spatiotemporal Analysis of Land Use Patterns on Carbon Emissions in China," Land, MDPI, vol. 10(2), pages 1-13, February.
  • Handle: RePEc:gam:jlands:v:10:y:2021:i:2:p:141-:d:491109
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    References listed on IDEAS

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    1. Deng, Xiangzheng & Gibson, John, 2019. "Improving eco-efficiency for the sustainable agricultural production: A case study in Shandong, China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 394-400.
    2. Lei Zhang & Gui Jin & Qing Wan & Yanfang Liu & Xiaojian Wei, 2018. "Measurement of Ecological Land Use/Cover Change and Its Varying Spatiotemporal Driving Forces by Statistical and Survival Analysis: A Case Study of Yingkou City, China," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
    3. Yabo Zhao & Shaojian Wang, 2015. "The Relationship between Urbanization, Economic Growth and Energy Consumption in China: An Econometric Perspective Analysis," Sustainability, MDPI, vol. 7(5), pages 1-19, May.
    4. Jun Yang & Gui Jin & Xianjin Huang & Kun Chen & Hao Meng, 2018. "How to Measure Urban Land Use Intensity? A Perspective of Multi-Objective Decision in Wuhan Urban Agglomeration, China," Sustainability, MDPI, vol. 10(11), pages 1-15, October.
    5. Fang, Chuanglin & Wang, Shaojian & Li, Guangdong, 2015. "Changing urban forms and carbon dioxide emissions in China: A case study of 30 provincial capital cities," Applied Energy, Elsevier, vol. 158(C), pages 519-531.
    6. Jin, Gui & Guo, Baishu & Deng, Xiangzheng, 2020. "Is there a decoupling relationship between CO2 emission reduction and poverty alleviation in China?," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    7. R. A. Houghton, 2002. "Magnitude, distribution and causes of terrestrial carbon sinks and some implications for policy," Climate Policy, Taylor & Francis Journals, vol. 2(1), pages 71-88, March.
    8. Zhang, Daojun & Jia, Qiqi & Xu, Xin & Yao, Shunbo & Chen, Haibin & Hou, Xianhui & Zhang, Jinting & Jin, Gui, 2019. "Assessing the coordination of ecological and agricultural goals during ecological restoration efforts: A case study of Wuqi County, Northwest China," Land Use Policy, Elsevier, vol. 82(C), pages 550-562.
    9. Shilong Piao & Jingyun Fang & Philippe Ciais & Philippe Peylin & Yao Huang & Stephen Sitch & Tao Wang, 2009. "The carbon balance of terrestrial ecosystems in China," Nature, Nature, vol. 458(7241), pages 1009-1013, April.
    10. Jin, Gui & Chen, Kun & Wang, Pei & Guo, Baishu & Dong, Yin & Yang, Jun, 2019. "Trade-offs in land-use competition and sustainable land development in the North China Plain," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 36-46.
    11. Xu, Xin & Zhang, Daojun & Zhang, Yu & Yao, Shunbo & Zhang, Jinting, 2020. "Evaluating the vegetation restoration potential achievement of ecological projects: A case study of Yan’an, China," Land Use Policy, Elsevier, vol. 90(C).
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