Technical Papers
Sep 24, 2020

Investigation into Relationship between Intensive Land Use and Urban Heat Island Effect in Shijiazhuang City Based on the Tapio Decoupling Theory

Publication: Journal of Urban Planning and Development
Volume 146, Issue 4

Abstract

In this study, heat island intensity is evaluated based on an image processing algorithm, and the degree of intensive land use is determined with the entropy-weight TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution) model. In addition, the Tapio decoupling theory is further introduced for analysis of the relationship between the urban land-intensive use and heat island effect in Shijiazhuang city, China, from 1995 to 2016. According to the results, the continuously growing coverage area of the urban heat island extends from urban areas to suburban areas, and the gradually increasing heat island intensity is mainly localized along the southwest–northeast direction. The level of land-intensive use has increased from poor to good, and the rate of improvement has gradually accelerated. According to the Tapio decoupling analysis, there is a negative decoupling between intensive land use and heat island effect from 1995 to 2004, which changes to a weak decoupling from 2004 to 2016, indicating the gradual transition to a coordinative relationship. This study innovatively introduces the decoupling theory, analyzes the relationship between urban land-intensive use and heat island effect, and complements urban sustainable development from content and method. However, in terms of micro levels, this relationship requires further study.

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Acknowledgments

This study was financed by the China Natural Science Foundation (CNSF) (Fund No: 41471090), the Hebei Natural Science Foundation (Fund No: D2011205098), and a Graduate Innovation Grant Program of Hebei Province (Grant No. CXZZBS2019082). This research thanks Prof. Xiping Wang, A.P. Jinguo Yuan, Lecturer Man Zhang, and A.P. Yanqing Liang for valuable comments at various stages of this study.

References

Bi, P. F. 2013. “Analysis of heat island effect in Shenyang based on image IB algorithm.” [In Chinese.] Sci. Survey. Map. 38 (3): 77–80.
Bian, X., R. Ran, and Y. Jia. 2009. “Analysis of temporal and spatial difference on regional urban land intensive utilization: A case study of Shandong.” Prog. Geogr. 28 (4): 617–621. https://doi.org/10.11820/dlkxjz.2009.04.019.
Cao, C., X. H. Li, M. Zhang, S. D. Liu, and J. P. Xu. 2017. “Spatial and temporal characteristics of urban heat island in China and analysis of its influencing factors.” [In Chinese.] Environ. Sci. 38 (10): 3987–3997.
Chen, G., J. W. Zhu, and Z. Chen. 2019. “Spatial heterogeneity analysis of the decoupling relationship between urban land expansion and economic growth: A case study of Hubei Province.” [In Chinese.] China Real Estate (10): 27–36.
Chen, H. J., W. Z. Feng, and L. Q. Peng. 2014. “Study on spatial distribution change of population in Shijiazhuang city based on gis.” [In Chinese.] Hubei Agric. Sci. 53 (12): 2951–2954.
Chen, S., and T. Wang. 2009. “Comparison analyses of equal interval method and mean-standard deviation method used to delimitate urban heat island.” Geo-Inf. Sci. 11 (2): 145–150. https://doi.org/10.3724/SP.J.1047.2009.00145.
Chen, X., C. Y. Shuai, Y. Zhang, and Y. Wu. 2020. “Decomposition of energy consumption and its decoupling with economic growth in the global agricultural industry.” Environ. Impact Assess. Rev. 81: 106364. https://doi.org/10.1016/j.eiar.2019.106364.
Cheng, J. M., D. H. Yan, and Y. U. Hua. 2003. “The problems of land use and countermeasures in the developing process of small town in Anhui Province.” [In Chinese.] Sci. Geogr. Sin. 23 (1): 122–128.
Deng, J. L. 1987. Basic method of grey system. [In Chinese.] Wuhan, China: Huazhong University of Science and Technology Press.
Diakoulaki, D., and M. Mandaraka. 2007. “Decomposition analysis for assessing the progress in decoupling industrial growth from CO2 emissions in the EU manufacturing sector.” Energy Econ. 29 (4): 636–664. https://doi.org/10.1016/j.eneco.2007.01.005.
Doick, K. J., A. Peace, and T. R. Hutchings. 2014. “The role of one large greenspace in mitigating London’s nocturnal urban heat island.” Sci. Total Environ. 493: 662–671. https://doi.org/10.1016/j.scitotenv.2014.06.048.
Du, M. J. 2012. “China’s land policy reflection on the economical and intensive utilization.” Ecol. Econ. 10: 81–88.
Engo, J. 2018. “Decomposing the decoupling of CO2 emissions from economic growth in Cameroon.” Environ. Sci. Pollut. Res. 25 (35): 35451–35463. https://doi.org/10.1007/s11356-018-3511-z.
Fanni, Z., B. A. Khakpour, and A. Heydari. 2014. “Evaluating the regional development of border cities by TOPSIS model (case study: Sistan and Baluchistan Province, Iran).” Sustainable Cities Soc. 10: 80–86. https://doi.org/10.1016/j.scs.2013.05.002.
Gao, Y. C., L. J. Tong, and J. Yin. 2008. “Study on the growth of urban land use in Shijiazhuang.” [In Chinese.] Prog. Geogr. 6: 20–26.
Grimm, N. B., S. H. Faeth, N. E. Golubiewski, C. L. Redman, J. Wu, X. Bai, and J. M. Briggs. 2008. “Global change and the ecology of cities.” Science 319 (5864): 756–760. https://doi.org/10.1126/science.1150195.
He, K. R., X. R. Li, F. Zeng, and J. Weng. 2018. “Research on the coordination relationship and spatial difference between construction land expansion and economic growth in Hunan Province based on decoupling theory.” [In Chinese.] Land Resour. Herald 15 (3): 28–34.
Hu, Z. 2017. “Effects of greenhouse gases and land use/cover changes on diurnal variation of surface temperature in the Northern Hemisphere.” [In Chinese.] Meteorological 43 (12): 1453–1460.
Huang, M. Y., W. Z. Yue, and X. He. 2018. “Decoupling relationship between urban expansion and economic growth and its spatial heterogeneity in the Yangtze River Economic Belt.” [In Chinese.] J. Nat. Resour. 33 (2): 219–232.
Jiang, Z. X., and C. X. Ma. 2009. “Evaluation of urban land intensive utilization based on entropy method: A case study of Zaoyang city.” [In Chinese.] Rural Economy Sci. Technol. 20 (5): 55–56.
Jin, G., B. S. Guo, and X. Z. Deng. 2020. “Is there a decoupling relationship between CO2 emission reduction and poverty alleviation in China?” Technol. Forecasting Social Change 151: 119856. https://doi.org/10.1016/j.techfore.2019.119856.
Kang, N., and L. Y. Chen. 2007. “Study on the ecological system index of Shijiazhuang city green space.” [In Chinese.] J. Hebei Forestry Sci. Technol. 1: 184–185.
Knapp, S., I. Kühn, J. Stolle, and S. Klotz. 2010. “Changes in the functional composition of a central European urban flora over three centuries.” Perspect. Plant Ecol. Evol. Syst. 12 (3): 235–244. https://doi.org/10.1016/j.ppees.2009.11.001.
Kolokotroni, M., X. Ren, M. Davies, and A. Mavrogianni. 2012. “London’s urban heat island: Impact on current and future energy consumption in office buildings.” Energy Build. 47: 302–311. https://doi.org/10.1016/j.enbuild.2011.12.019.
Lei, X., and G. Qiu. 2016. “Empirical study about the carrying capacity evaluation of regional resources and environment based on entropy-weight TOPSIS model.” Acta Sci. Circumst. 36 (1): 314–323. https://doi.org/10.13671/j.hjkxxb.2015.0580.
Lei, X., R. Qiu, and Y. Liu. 2016. “Evaluation of regional land use performance based on entropy TOPSIS model and diagnosis of its obstacle factors.” Trans. Chin. Soc. Agric. Eng. 32 (13): 243–253.
Li, G., C. Fang, and P. Bo. 2014a. “Quantitative measuring and influencing mechanism of urban and rural land intensive use in China.” J. Geog. Sci. 24 (5): 858–874. https://doi.org/10.1007/s11442-014-1125-z.
Li, L., L. Jia, X. X. Zhao, G. Z. Fu, and M. Huang. 2014b. “Analytic hierarchy process-entropy value weighting method in urban water environment bearing capacity assessment.” [In Chinese.] Resour. Environ. Yangtze Basin 23 (4): 456.
Liang, C. Y., Q. I. Xiao-Wen, Y. Ding, and Y. J. Leng. 2012. “A hybrid multi-criteria group decision making with TOPSIS method.” [In Chinese.] Chin. J. Manage. Sci. 20 (4): 109–117.
Lin, J., Q. H. Chen, and J. Y. Jin. 2004. “How to use land: Connotation and index evaluation of urban land intensive utilization.” [In Chinese.] China Land (11): 4–7.
Lin, Z., and H. Xu. 2017a. “A new remote sensing index for assessing urban heat island intensity based on diurnal temperature range: A case study in Fuzhou, China.” J. Basic Sci. Eng. 25 (2): 266–275. https://doi.org/10.16058/j.issn.1005-0930.2017.02.006.
Lin, Z., and H. Xu. 2017b. “A study of urban heat island intensity based on “local climate zones”: A case study in Fuzhou, China.” Geo-Inf. Sci. 19 (5): 713–722.
Liu, B. 2018. “Urban heat island haze treatment is urgent.” [In Chinese.] Decis. Making 339 (5): 80.
Liu, Y., and C. Feng. 2020. “Decouple transport CO2 emissions from China’s economic expansion: A temporal-spatial analysis.” Transp. Res. Part D 79: 102225. https://doi.org/10.1016/j.trd.2020.102225.
Lu, Z. W., and J. S. Mao. 2003. “Rossing the “environmental mountain”—On the rise and fall of environmental load in the process of economic growth.” [In Chinese.] Eng. Sci. 5 (12): 36–42.
Ma, D. J., K. H. Wang, and J. L. Hu. 2014. “Coupling degree analysis of urbanization and intensive land use in northwest ethnic areas.” [In Chinese.] Finance Econ. (3): 131–140.
OECD (Organization for Economic Co-operation and Development). 2010. “Indicators to measure decoupling of environmental pressure from economic growth. sustainable development.” Accessed August 28, 2010. http://www.olis.oecd.org/olis/2002doc.nsf/LinkTo/sg-sd(2002)1-final.
Oke, T. R. 2010. “The energetic basis of the urban heat island.” Q. J. R. Meteorolog. Soc. 108 (455): 1–24. https://doi.org/10.1002/qj.49710845502.
Oke, T. R., G. T. Johnson, D. G. Steyn, and I. D. Watson. 1991. “Simulation of surface urban heat islands under “ideal” conditions at night part 2: Diagnosis of causation.” Boundary Layer Meteorol. 56 (4): 339–358. https://doi.org/10.1007/BF00119211.
Pan, M. W. 2012. “Scientific management of Shijiazhuang ecological environment.” [In Chinese.] Citizenship Law (11): 33–33.
Pantavou, K., G. Theoharatos, A. Mavrakis, and M. Santamouris. 2011. “Evaluating thermal comfort conditions and health responses during an extremely hot summer in Athens.” Build. Environ. 46 (2): 339–344. https://doi.org/10.1016/j.buildenv.2010.07.026.
Peng, C., L. Chen, and F. Han. 2014. “The analysis of new-type urbanization and the intensive urban land use: Spatial-temporal evolution and their relationship.” Geog. Res. 33 (11): 2005–2020. https://doi.org/10.11821/dlyj201411002.
Peng, J., X. Huang, T. Zhong, and Y. Zhao. 2011. “Decoupling analysis of economic growth and energy carbon emissions in China.” Resour. Sci. 33: 626–633.
Qian, Y., H. Cao, and S. M. Huang. 2020. “Decoupling and decomposition analysis of industrial sulfur dioxide emissions from the industrial economy in 30 Chinese provinces.” J. Environ. Manage. 260: 110142. https://doi.org/10.1016/j.jenvman.2020.110142.
Qin, Z. H., L. I. Wen juan, X. U. Bin, Z. X. Chen, and J. Liu. 2004. “The estimation of land surface emissivity for Landsat TM6.” Remote Sens. Land Resour. 16 (3): 28–32. https://doi.org/10.6046/gtzyyg.2004.03.07.
Rui-Xiang, X. U., S. L. Zhou, Y. G. Zou, and B. Z. Peng. 2001. “Study on the problems and countermeasures of small towns construction and land use—A case study in Nanjing city.” Econ. Geogr. 21 (5): 609–613.
Saaty, T. L. 1986. “Axiomatic foundation of the analytic hierarchy process.” Manage. Sci. 32 (7): 841–855.
Santamouris, M., C. Cartalis, A. Synnefa, and D. Kolokotsa. 2015. “On the impact of urban heat island and global warming on the power demand and electricity consumption of buildings—A review.” Energy Build. 98: 119–124. https://doi.org/10.1016/j.enbuild.2014.09.052.
Santamouris, M., K. Paraponiaris, and G. Mihalakakou. 2007. “Estimating the ecological footprint of the heat island effect over Athens, Greece.” Clim. Change 80 (3–4): 265–276. https://doi.org/10.1007/s10584-006-9128-0.
Shao, X. M., Q. Liu, and Y. Y. Zhang. 2006. “Research progress and prospect of land intensive utilization.” [In Chinese.] Prog. Geogr. 25 (2): 85–95.
Shen, S. Q., Y. Du, L. J. Xu, and C. Q. Ou. 2017. “Spatial and temporal characteristics of urban air quality in China in 2015.” [In Chinese.] J. Environ. Health 34 (3): 213–215.
Sirignano, M. D., V. Nair, B. Emerson, J. Seitzman, and T. C. Lieuwen. 2009. “Nitrogen oxide emissions from rich premixed reacting jets in a vitiated crossflow.” Proc. Combust. Inst. 37 (4): 5393–5400.
Song, C. F. 2016. “Discussion on the rule of law in the process of new urbanization.” [In Chinese.] Hebei Law Sci. 269 (3): 15–25.
Song, Y., J. Sun, M. Zhang, and B. Su. 2019a. “Using the Tapio-Z decoupling model to evaluate the decoupling status of China’s CO2 emissions at provincial level and its dynamic trend.” Struct. Change Econ. Dyn. 52: 120–129. https://doi.org/10.1016/j.strueco.2019.10.004.
Song, Y., M. Zhang, and C. Shan. 2019b. “Research on the decoupling trend and mitigation potential of CO2 emissions from China’s transport sector.” Energy 183: 837–843. https://doi.org/10.1016/j.energy.2019.07.011.
Song, Y., M. Zhang, and M. Zhou. 2019c. “Study on the decoupling relationship between CO2 emissions and economic development based on two-dimensional decoupling theory: A case between China and the United States.” Ecol. Indic. 102: 230–236. https://doi.org/10.1016/j.ecolind.2019.02.044.
Tao, Z. H. 2000. “Discussion on several basic problems of urban land intensive utilization.” [In Chinese.] China Land Sci. 14 (5): 1–5.
Tapio, P. 2005. “Towards a theory of decoupling: Degrees of decoupling in the EU and the case of road traffic in Finland between 1970 and 2001.” Transp. Policy 12 (2): 137–151. https://doi.org/10.1016/j.tranpol.2005.01.001.
van Hove, L. W. A., C. M. J. Jacobs, B. G. Heusinkveld, J. A. Elbers, B. L. van Driel, and A. A. M. Holtslag. 2015. “Temporal and spatial variability of urban heat island and thermal comfort within the Rotterdam agglomeration.” Build. Environ. 83: 91–103. https://doi.org/10.1016/j.buildenv.2014.08.029.
Voogt, J. A., and T. R. Oke. 2003. “Thermal remote sensing of urban climates.” Remote Sens. Environ. 86 (3): 370–384. https://doi.org/10.1016/S0034-4257(03)00079-8.
Wang, C. C., G. Y. Qiu, and X. F. Huang. 2018a. “Study on the relationship between urban heat island effect and PM2.5.” [In Chinese.] J. Arid Land Resour. Environ 32 (5): 191–195.
Wang, D. C., M. Q. Sang, Y. Huang, L. D. Chen, X. W. Wei, W. Wei, W. G. Chen, F. C. Wang, J. Y. Liu, and B. X. Hu. 2019. “Trajectory analysis of agricultural lands occupation and its decoupling relationships with the growth rate of non-agricultural GDP in the Jing-Jin-Tang region, China.” Environ. Dev. Sustainability 21 (2): 799–815. https://doi.org/10.1007/s10668-017-0061-3.
Wang, M., and C. Feng. 2019. “Decoupling economic growth from carbon dioxide emissions in China’s metal industrial sectors: A technological and efficiency perspective.” Sci. Total Environ. 691: 1173–1181. https://doi.org/10.1016/j.scitotenv.2019.07.190.
Wang, Q., R. Jiang, and R. R. Li. 2018b. “Decoupling analysis of economic growth from water use in city: A case study of Beijing, Shanghai, and Guangzhou of China.” Sustainable Cities Soc. 41: 86–94. https://doi.org/10.1016/j.scs.2018.05.010.
Wang, T. Q., S. J. Riti, and Y. Shu. 2018c. “Decoupling emissions of greenhouse gas, urbanization, energy and income: Analysis from the economy of China.” Environ. Sci. Pollut. Res. 25 (20): 19845–19858. https://doi.org/10.1007/s11356-018-2088-x.
Wang, X. L., Y. W. Wei, and Q. L. Shao. 2020. “Decomposing the decoupling of CO2 emissions and economic growth in China’s iron and steel industry.” Resour. Conserv. Recycl. 152: 104509. https://doi.org/10.1016/j.resconrec.2019.104509.
Wang, Y. P., and H. B. Lou. 2012. “Comprehensively improve the ecological environment quality of Shijiazhuang and build a green ecological city.” [In Chinese.] China Bussiness (22): 4–5.
Wei, H. E., and C. L. Xiu. 2011. “Analysis of spatial difference in regional urban land intensive utilization: A case study of Jilin Province.” J. Nat. Resour. 26 (8): 1287–1296.
Wijngaard, J. B., A. M. G. K. Tank, and G. P. Knnen. 2003. “Homogeneity of 20th century European daily temperature and precipitation series.” Int. J. Climatol. 23 (6): 679–692. https://doi.org/10.1002/joc.906.
Wind, Y., and T. L. Saaty. 1980. “Marketing applications of the analytic hierarchy process.” Manage. Sci. 26 (7): 641–658. https://doi.org/10.1287/mnsc.26.7.641.
Wu, S. X., R. Z. Mao, and H. J. Li. 2005. “Study on the dynamics of cultivated land and population and its prediction in Shijiazhuang municipality.” Agric. Res. Arid Areas 23 (3): 8–12.
Xiang, G. U., H. Jiang, T. Wang, and Q. U. Futian. 2009. “Evaluation of intensive use of industrial land and industrial structure adjustment: A case study of Jiangsu Province.” Resour. Sci. 31 (4): 612–618.
Xu, H. 2016. “Change of Landsat 8 TIRS calibration parameters and its effect on land surface temperature retrieval.” J. Remote Sens. 20: 229–235.
Xu, S. B. 1988. Practical decision-making method: The principle of analytic hierarchy process. [In Chinese.] Tianjin, China: Tianjin University Press.
Yang, X., Y. Hou, and B. Chen. 2011. “Observed surface warming induced by urbanization in east China.” J. Geophys. Res. Atmos. 116 (D14): D14113. https://doi.org/10.1029/2010JD015452.
Yao, R., L. Wang, X. Huang, Z. Niu, and Q. Wang. 2017. “Temporal trends of surface urban heat islands and associated determinants in major Chinese cities.” Sci. Total Environ. 609: 742–754. https://doi.org/10.1016/j.scitotenv.2017.07.217.
Yi, M. 2008. “Hebei: Issue the standard of economical and intensive land use.” [In Chinese.] Chin. Entrepreneurs (11): 46–46.
Yu, J., F. Li, C. Dingbang, Z. Lin, and Z. Bian. 2012. “Evaluation of land eco-security in Wanjiang district base on entropy weight and matter element model.” Trans. Chin. Soc. Agric. Eng. 28 (5): 260–266. https://doi.org/10.3969/j.issn.1002-6819.2012.05.043.
Zhang, J., Z. J. Fan, Y. W. Chen, J. J. Gao, and W. Liu. 2020. “Decomposition and decoupling analysis of carbon dioxide emissions from economic growth in the context of China and the ASEAN countries.” Sci. Total Environ. 714: 136649. https://doi.org/10.1016/j.scitotenv.2020.136649.
Zhang, X., Y. Geng, S. A. Shao, X. Q. Song, M. T. Fan, L. L. Yang, and J. K. Song. 2019. “Decoupling PM 2.5 emissions and economic growth in China over 1998–2016: A regional investment perspective.” Sci. Total Environ. 714: 136841. https://doi.org/10.1016/j.scitotenv.2020.136841.
Zhao, L., M. Fu, J. Zhang, and X. Zheng. 2008. “Evaluation of land intensive use and analysis of driving force factors at town level.” Trans. Chin. Soc. Agric. Eng. 24 (2): 89–94.
Zhao, X. 2019. “Study on the decoupling relationship between air pollution and economic growth and its influencing factors.” [In Chinese.] J. Taiyuan Univ. Technol. Soc. Sci. Ed. 37 (2): 49–55.
Zhao, X. F., X. J. Huang, Y. Chen, and Z. G. Chen. 2010. “Research progress of urban land intensive utilization.” [In Chinese.] J. Nat. Resour. 25 (11): 1979–1996.
Zhong, T. Y., X. J. Huang, L. Han, and B. Y. Wang. 2010. “Review on the research of decoupling analysis in the field of environments and resource.” [In Chinese.] J. Nat. Resour. 25 (8): 1400–1412. https://doi.org/10.11849/zrzyxb.2010.08.016.
Zhou, D. C., S. Q. Zhao, S. G. Liu, L. X. Zhang, and C. Zhu. 2014. “Surface urban heat island in China’s 32 major cities: Spatial patterns and drivers.” Remote Sens. Environ. 152: 51–61. https://doi.org/10.1016/j.rse.2014.05.017.

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Journal of Urban Planning and Development
Volume 146Issue 4December 2020

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Received: May 4, 2019
Accepted: Jun 18, 2020
Published online: Sep 24, 2020
Published in print: Dec 1, 2020
Discussion open until: Feb 24, 2021

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Jingjing Shao [email protected]
Ph.D. Student, College of Resources and Environment, Hebei Normal Univ., Yuhua District, Shijiazhuang 050011, China. Email: [email protected]
Jingfeng Ge [email protected]
Professor, Hebei Key Laboratory of Environmental Change and Ecological Construction, College of Resources and Environment, Hebei Normal Univ., Yuhua District, Shijiazhuang 050011, China (corresponding author). Email: [email protected]

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