How does urbanization evolve heterogeneously in urbanized, urbanizing, and rural areas of China? Insights from ecosystem service value

Abstract

The rapid population and land urbanization not only promoted economic development but also affected the ecosystem service value (ESV). In the context of new-type urbanization and green development, it’s essential to investigate the impacts of urbanization on ESV in China. However, a comprehensive and dynamic framework to reveal the relationship between ESV and urbanization processes is lacking. This study adopted multi-source datasets to portray China’s urbanization process by integrating population, land, and economic urbanization, evaluated the ESV changes of 10 categories by gross ecosystem product (GEP) methods, and explored ESV changes within different urbanization scales and speeds. The results showed rapid urbanization in the population, land, and economic dimensions in China, with a faster process of economic urbanization. The ESV also exhibited an increasing trend, with higher levels in the southeastern coastal regions and lower levels in the northwestern regions. Urbanization had positive impacts on ESV across various research units, but the ESV exhibited heterogeneous changes across different urbanization scales, speeds, and their interactive effects. The response of ESV to dynamic urbanization processes was influenced by socio-economic, ecological, and policy factors; it is essential to combine targeted measures with general ecological product value realization methods in each unit to maximize social-economic-ecological benefits.

Keywords

Urbanization / Urban-rural areas / Ecosystem service value / Social-economic-ecological benefits / China

CRediT authorship contribution statement

Yikun Zhang: Writing – review & editing, Writing – original draft, Visualization, Software, Methodology, Data curation, Conceptualization. Yongsheng Wang: Writing – review & editing, Supervision, Project administration, Funding acquisition, Conceptualization.

Declaration of competing interests

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgements

The authors are grateful to Prof. Wei Cao and Ms. Yuhan Liu (Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences), and Ms. Pei Long (Chengdu University of Technology) for their help with the data acquisition and processing. This paper was supported by the Key Program of the National Natural Science Foundation of China (Grant No. 41931293) and the National Natural Science Foundation of China (Grant No. 42271275).

Supplementary materials

Supplementary material associated with this article can be found, in the online version, at doi:10.1016/j.geosus.2024.100254.

References

[1] Baró, F, Haase, D, Gómez-Baggethun, E, Frantzeskaki, N., 2015. Mismatches between ecosystem services supply and demand in urban areas: a quantitative assessment in five European cities. Ecol. Indic., 55, 146-158.

[2] Baró, F, Palomo, I, Zulian, G, Vizcaino, P, Haase, D, Gómez-Baggethun, E., 2016. Mapping ecosystem service capacity, flow and demand for landscape and urban planning: a case study in the Barcelona metropolitan region. Land Use Policy 57, 405-417.

[3] Cao, Y, Liu, J., 2022. The spatial spillover effect and its impact on tourism development in a megacity in China. Sustainability 14(15), 9188.

[4] Che, T., Dai, L., Li, X., 2015. Long-term series of daily snow depth dataset in China (1979–2023). National Tibetan Plateau/Third Pole Environment Data Center doi: 10.11888/Geogra.tpdc.270194.

[5] Chen, M, Liu, W, Lu, D., 2016. Challenges and the way forward in China’s new-type urbanization. Land Use Policy 55, 334-339.

[6] Chen, M, Wang, K., 2015. Speed and trend of China’s urbanization: a comparative study based on cross-country panel data model. China City Plan. Rev., 24(2), 16-21.

[7] Chen, M, Zhang, H, Liu, W, Zhang, W., 2014. The global pattern of urbanization and economic growth: evidence from the last three decades. PLoS One 9(8), e103799.

[8] Chen, W, Chi, G., 2022. Urbanization and ecosystem services: the multi-scale spatial spillover effects and spatial variations. Land Use Policy 114, 105964.

[9] Chi, C, Shen, J, Gao, X, Hu, P, Yi, P., 2024. Horizontal ecological compensation standards based on ecosystem services flow. Ecol. Indic., 163, 112081.

[10] Citaristi, I. 2022. United Nations Human Settlements Programme—UN-habitat, The Europa Directory of International Organizations 2022. Routledge, London, pp.240-243.

[11] Costanza, R, d'Arge, R, De Groot, R, Farber, S, Grasso, M, Hannon, B, Limburg, K, Naeem, S, O'Neill, R. V., Paruelo, J., 1997. The value of the world's ecosystem services and natural capital. Nature 387(6630), 253-260.

[12] Cumming, G. S., Buerkert, A, Hoffmann, E. M., Schlecht, E, von Cramon-Taubadel, S, Tscharntke, T., 2014. Implications of agricultural transitions and urbanization for ecosystem services. Nature 515(7525), 50-57.

[13] Das, A, Saha, P, Dasgupta, R, Inacio, M, Das, M, Pereira, P., 2024. How do the dynamics of urbanization affect the thermal environment? A case from an urban agglomeration in lower Gangetic Plain (India). Sustainability 16(3), 1147.

[14] Delmas, M. A., Gergaud, O., 2021. Sustainable practices and product quality: is there value in eco-label certification? The case of wine. Ecol. Econ., 183, 106953.

[15] Didan, K., 2015. MOD13A3 MODIS/Terra vegetation indices monthly L3 global 1 km SIN grid V006. NASA EOSDIS Land Processes Distributed Active Archive Center. https://doi.org/10.5067/MODIS/MOD13A3.006.

[16] Estoque, R. C., Murayama, Y., 2016. Quantifying landscape pattern and ecosystem service value changes in four rapidly urbanizing hill stations of Southeast Asia. Landsc. Ecol., 31, 1481-1507.

[17] Evans, D. L., Falagán, N, Hardman, C, Kourmpetli, S, Liu, L, Mead, B, Davies, J., 2022. Ecosystem service delivery by urban agriculture and green infrastructure–a systematic review. Ecosyst. Serv., 54, 101405.

[18] Fan, Y, Zheng, Y, Jia, C, Song, Y., 2024. The impact of China's urbanization on ecosystem service value from the perspective of gross ecosystem product: a case study of Beijing-Tianjin-Hebei region. Sci. Rep., 14(1), 15954.

[19] Fang, G, Sun, X, Sun, R, Liu, Q, Tao, Y, Yang, P, Tang, H., 2024. Advancing the optimization of urban–rural ecosystem service supply-demand mismatches and trade-offs. Landsc. Ecol., 39, 32.

[20] Haites, E., 2018. Carbon taxes and greenhouse gas emissions trading systems: what have we learned?. Clim. Policy 18(8), 955-966.

[21] He, C, Liu, Z, Tian, J, Ma, Q., 2014. Urban expansion dynamics and natural habitat loss in China: a multiscale landscape perspective. Glob. Change Biol., 20(9), 2886-2902.

[22] He, C., Liu, Z., Xu, M., Lu, W., 2022. Dataset of urban built-up area in China (1992–2020) V1.0. National Tibetan Plateau /Third Pole Environment Data Center.

[23] Hermes, J, Van Berkel, D, Burkhard, B, Plieninger, T, Fagerholm, N, von Haaren, C, Albert, C., 2018. Assessment and valuation of recreational ecosystem services of landscapes. Ecosyst. Serv., 31, 289-295.

[24] Herrero-Jáuregui, C, Arnaiz-Schmitz, C, Herrera, L, Smart, S. M., Montes, C, Pineda, F. D., Schmitz, M. F., 2019. Aligning landscape structure with ecosystem services along an urban–rural gradient. Trade-offs and transitions towards cultural services. Landsc. Ecol., 34, 1525-1545.

[25] Hou, W, Hu, T, Yang, L, Liu, X, Zheng, X, Pan, H, Zhang, X, Xiao, S, Deng, S., 2023. Matching ecosystem services supply and demand in China's urban agglomerations for multiple-scale management. J. Clean. Prod., 420, 138351.

[26] Jiang, L, Wang, Z, Zuo, Q, Du, H., 2023. Simulating the impact of land use change on ecosystem services in agricultural production areas with multiple scenarios considering ecosystem service richness. J. Clean. Prod., 397, 136485.

[27] Kang, L, Jia, Y, Zhang, S., 2022. Spatiotemporal distribution and driving forces of ecological service value in the Chinese section of the “Silk Road Economic Belt”. Ecol. Indic., 141, 109074.

[28] Kassouri, Y., 2021. Monitoring the spatial spillover effects of urbanization on water, built-up land and ecological footprints in sub-Saharan Africa. J. Environ. Manage., 300, 113690.

[29] Kuang, W, Du, G, Lu, D, Dou, Y, Li, X, Zhang, S, Chi, W, Dong, J, Chen, G, Yin, Z., 2021. Global observation of urban expansion and land-cover dynamics using satellite big-data. Sci. Bull., 66(4), 297-300.

[30] Kuri, F, Murwira, A, Murwira, K. S., Masocha, M., 2014. Predicting maize yield in Zimbabwe using dry dekads derived from remotely sensed Vegetation Condition Index. Int. J. Appl. Earth Obs. Geoinf., 33, 39-46.

[31] Liu, D, Zhou, R, Ma, Q, He, T, Fang, X, Xiao, L, Hu, Y, Li, J, Shao, L, Gao, J., 2024. Spatio-temporal patterns and population exposure risks of urban heat island in megacity Shanghai, China. Sust. Cities Soc., 108, 105500.

[32] Liu, R, Dong, X, Wang, X, Zhang, P, Liu, M, Zhang, Y., 2023. Relationship and driving factors between urbanization and natural ecosystem health in China. Ecol. Indic., 147, 109972.

[33] Liu, T, Pan, S, Hou, H, Xu, H., 2020. Analyzing the environmental and economic impact of industrial transfer based on an improved CGE model: taking the Beijing–Tianjin–Hebei region as an example. Environ. Impact Assess. Rev., 83, 106386.

[34] Liu, Y., 2018. Research on the urban-rural integration and rural revitalization in the new era in China. Acta Geogr. Sin., 73(4), 637-650.

[35] Liu, Y, Yang, R, Lin, Y., 2022. Pattern evolution and optimal paths of county urbanization in China. Acta Geogr. Sin., 77(12), 2937-2953.

[36] Luo, Q, Zhou, J, Zhang, Y, Yu, B, Zhu, Z., 2022. What is the spatiotemporal relationship between urbanization and ecosystem services? A case from 110 cities in the Yangtze River Economic Belt, China. J. Environ. Manage., 321, 115709.

[37] Ma, G, Wang, J, Yu, F, Yang, W, Ning, J, Peng, F, Zhou, X, Zhou, Y, Cao, D., 2020. Framework construction and application of China's Gross Economic-Ecological Product accounting. J. Environ. Manage., 264, 109852.

[38] McDonnell, M. J., Hahs, A. K., 2008. The use of gradient analysis studies in advancing our understanding of the ecology of urbanizing landscapes: current status and future directions. Landsc. Ecol., 23, 1143-1155.

[39] Millennium Ecosystem Assessment, 2005. Ecosystems and Human Well-being: Wetlands and Water. World Resources Institute.

[40] National Bureau of Statistics of China, 2021a. China Statistical Yearbook (2000–2021). China Statistics Press, Beijing (in Chinese).

[41] National Bureau of Statistics of China, 2021b. Communiqué of the Seventh National Population Census. China Statistics Press, Beijing (in Chinese).

[42] Duic, N, Noorollahi, Y, Mikulcic, H, Kalogirou, S. 2020. Sustainable development using renewable energy technology. Renew. Energy, pp.2430-2437.

[43] Ouyang, Z, Song, C, Zheng, H, Polasky, S, Xiao, Y, Bateman, I. J., Liu, J, Ruckelshaus, M, Shi, F, Xiao, Y., 2020. Using gross ecosystem product (GEP) to value nature in decision making. Proc. Natl. Acad. Sci. U.S.A., 117(25), 14593-14601.

[44] Pan, Z, Wang, J., 2021. Spatially heterogeneity response of ecosystem services supply and demand to urbanization in China. Ecol. Eng., 169, 106303.

[45] Peng, J, Tian, L, Liu, Y, Zhao, M, Wu, J., 2017. Ecosystem services response to urbanization in metropolitan areas: thresholds identification. Sci. Total Environ., 607, 706-714.

[46] Peng, J, Zhou, Y, Zhang, Z, Luo, Y, Cheng, L., 2023. The development logic, scientific connotation, and promotion path of rural eco-industries in China. Heliyon 9(7), e17780.

[47] Picchi, P, van Lierop, M, Geneletti, D, Stremke, S., 2019. Advancing the relationship between renewable energy and ecosystem services for landscape planning and design: a literature review. Ecosyst. Serv., 35, 241-259.

[48] Qiao, Q, Zhen, Z, Liu, L, Luo, P., 2023. The construction of ecological security pattern under rapid urbanization in the Loess Plateau: a case study of Taiyuan City. Remote Sens., 15(6), 1523.

[49] Ran, P, Frazier, A. E., Xia, C, Tiando, D. S., Feng, Y., 2023. How does urban landscape pattern affect ecosystem health? Insights from a spatiotemporal analysis of 212 major cities in China. Sust. Cities Soc., 99, 104963.

[50] Ran, Z, Gao, S, Zhang, B, Guo, C, Ouyang, X, Gao, J., 2023. Non-linear effects of multi-dimensional urbanization on ecosystem services in mega-urban agglomerations and its threshold identification. Ecol. Indic., 154, 110846.

[51] Running, S., Zhao, M., 2021. MODIS/Terra net primary production gap-filled yearly L4 global 500 m SIN grid V061. NASA EOSDIS land processes DAAC. https://doi.org/10.5067/MODIS/MOD17A3HGF.061.

[52] Shan, L, Jiang, Y, Liu, C, Wang, Y, Zhang, G, Cui, X, Li, F., 2021. Exploring the multi-dimensional coordination relationship between population urbanization and land urbanization based on the MDCE model: a case study of the Yangtze River Economic Belt, China. PLoS One 16, e0253898.

[53] Spyra, M, La Rosa, D, Zasada, I, Sylla, M, Shkaruba, A., 2020. Governance of ecosystem services trade-offs in peri-urban landscapes. Land Use Policy 95, 104617.

[54] Wang, J, Wang, Z, Liu, G, Ma, G, Wang, X, Zhao, Y, Cheng, L, Wen, Y, Yu, F, Yang, W., 2021. A framework research of theory and its practice of the fourth industry of ecological products. Chin. J. Environ. Manage., 13, 5-13.

[55] Wang, J, Zhai, T. L., Lin, Y. F., Kong, X. S., He, T., 2019. Spatial imbalance and changes in supply and demand of ecosystem services in China. Sci. Total Environ., 657, 781-791.

[56] Wang, J. L., Zhou, W. Q., Pickett, S. T. A., Yu, W. J., Li, W. F., 2019. A multiscale analysis of urbanization effects on ecosystem services supply in an urban megaregion. Sci. Total Environ., 662, 824-833.

[57] Wang, S, Hu, M, Wang, Y, Xia, B., 2022. Dynamics of ecosystem services in response to urbanization across temporal and spatial scales in a mega metropolitan area. Sust. Cities Soc., 77, 103561.

[58] Wang, X, Zhang, X, Feng, X, Liu, S, Yin, L, Chen, Y., 2020. Trade-offs and synergies of ecosystem services in karst area of China driven by Grain-for-Green Program. Chin. Geogr. Sci., 30, 101-114.

[59] Wang, Y, Yu, G., 2023. Ecosystem quality-based management and the development of a new eco-friendly economy. Innovation 4, 100491.

[60] Wang, Z. B., Liang, L. W., Sun, Z, Wang, X. M., 2019. Spatiotemporal differentiation and the factors influencing urbanization and ecological environment synergistic effects within the Beijing-Tianjin-Hebei urban agglomeration. J. Environ. Manage., 243, 227-239.

[61] Wei, J, Li, Z, Lyapustin, A, Sun, L, Peng, Y, Xue, W, Su, T, Cribb, M., 2021. Reconstructing 1-km-resolution high-quality PM_2.5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications. Remote Sens. Environ., 252, 112136.

[62] Wu, J., 2013. Landscape sustainability science: ecosystem services and human well-being in changing landscapes. Landsc. Ecol., 28, 999-1023.

[63] Xie, G, Zhang, C, Zhen, L, Zhang, L., 2017. Dynamic changes in the value of China's ecosystem services. Ecosyst. Serv., 26, 146-154.

[64] Xu, H, Jiao, M., 2021. City size, industrial structure and urbanization quality—a case study of the Yangtze River Delta urban agglomeration in China. Land Use Policy 111, 105735.

[65] Xu, M, He, C, Liu, Z, Dou, Y., 2016. How did urban land expand in China between 1992 and 2015? A multi-scale landscape analysis. PLoS One 11, e0154839.

[66] Xu, X., 2023. Multi year administrative division boundary data of districts and counties in China. Resource and Environmental Science Data registration and Publishing System

[67] Xu, X., Liu, J., Zhang, S., 2018. China multi-period land use land cover remote sensing monitoring dataset (CNLUCC). https://doi.org/10.12078/2018070201.

[68] Xu, Z, Li, Y, Chau, S. N., Dietz, T, Li, C, Wan, L, Zhang, J, Zhang, L, Li, Y, Chung, M. G., 2020. Impacts of international trade on global sustainable development. Nat. Sustain., 3(11), 964-971.

[69] Xu, Z, Peng, J, Qiu, S, Liu, Y, Dong, J, Zhang, H., 2022. Responses of spatial relationships between ecosystem services and the Sustainable Development Goals to urbanization. Sci. Total Environ., 850, 157868.

[70] Yeh, A. G. O., Chen, Z., 2020. From cities to super mega city regions in China in a new wave of urbanisation and economic transition: issues and challenges. Urban Stud., 57(3), 636-654.

[71] Yu, B., 2021. Ecological effects of new-type urbanization in China. Renew. Sustain. Energy Rev., 135, 110239.

[72] Xiao, Y, Gan, S, Huang, M. D., Liu, J, Mao, H, Zhang, C. S., Qin, K. Y., Xie, G. D., 2022. The evaluation of urban green space landscape changes and ecosystem services in Beijing. J. Resour. Ecol., 13(5), 897-911.

[73] Zeng, J, Cui, X, Chen, W, Yao, X., 2023. Impact of urban expansion on the supply-demand balance of ecosystem services: an analysis of prefecture-level cities in China. Environ. Impact Assess. Rev., 99, 107003.

[74] Zhang, J, He, C, Huang, Q, Li, L., 2023. Understanding ecosystem service flows through the metacoupling framework. Ecol. Indic., 151, 110303.

[75] Zhang, X, Liu, Y, Wang, Y, Yuan, X., 2023. Interactive relationship and zoning management between county urbanization and ecosystem services in the Loess Plateau. Ecol. Indic., 156, 111021.

[76] Zhang, X, Wang, Y, Yuan, X, Shao, Y, Bai, Y., 2022. Identifying ecosystem service supply-demand imbalance for sustainable land management in China’s Loess Plateau. Land Use Policy 123, 106423.

[77] Zhang, Z, Peng, J, Xu, Z, Wang, X, Meersmans, J., 2021. Ecosystem services supply and demand response to urbanization: a case study of the Pearl River Delta, China. Ecosyst. Serv., 49, 101274.

[78] Zhao, F, Liu, X, Zhao, X, Wang, H., 2023. Effects of production–living–ecological space changes on the ecosystem service value of the Yangtze River Delta urban agglomeration in China. Environ. Monit. Assess., 195(9), 1133.

[79] Zhao, H, Ai, X., 2024. Research on the coordinated development between land urbanization and population urbanization in Shaanxi Province, China. Sci. Rep., 14, 7977.

[80] Zhao, L., 2021. Tourism, institutions, and poverty alleviation: empirical evidence from China. J. Travel Res., 60(7), 1543-1565.

[81] Zhao, Y, Shi, Y, Feng, C. C., Guo, L., 2022. Exploring coordinated development between urbanization and ecosystem services value of sustainable demonstration area in China–take Guizhou Province as an example. Ecol. Indic., 144, 109444.

[82] Zheng, S, Yang, S, Ma, M, Dong, J, Han, B, Wang, J., 2023. Linking cultural ecosystem service and urban ecological-space planning for a sustainable city: case study of the core areas of Beijing under the context of urban relieving and renewal. Sust. Cities Soc., 89, 104292.

[83] Zhu, Y, Zhao, C, Huang, Y., 2024. Value realization ability of sustainable ecological products in the Yangtze River Economic Belt, China. Appl. Ecol. Environ. Res., 22(1), 309-326.

[84] Zou, Z, Wu, T, Xiao, Y, Song, C, Wang, K, Ouyang, Z., 2020. Valuing natural capital amidst rapid urbanization: assessing the gross ecosystem product (GEP) of China's ‘Chang-Zhu-Tan'megacity. Environ. Res. Lett., 15(12), 124019.