The Relationship between the Spatial and Temporal Evolution of Land Use Function and the Level of Economic and Social Development in the Yangtze River Delta
Abstract
:1. Introduction
2. Data Sources and Methods
2.1. Overview of the Study Area
2.2. Data Sources
2.3. Study Ideas and Main Methods
2.3.1. Multifunctional Land Use Measurement
2.3.2. Economic Gradient Division
2.3.3. Spatial Association Analysis
3. Analysis of Results
3.1. Spatial and Temporal Evolution Characteristics of Multifunctional Land Use in the Yangtze River Delta
3.1.1. Descriptive Statistics and Trend Analysis of Changes in 4 Functions
3.1.2. Spatial and Temporal Evolution Characteristics of Agricultural Production Functions
3.1.3. Spatial and Temporal Evolution Characteristics of Non-Farm Production Functions
3.1.4. Spatio-Temporal Evolutionary Characteristics of Living Functions
3.1.5. Spatial and Temporal Evolutionary Characteristics of Ecological Functions
3.2. Evolution of Functional Synergies and Trade-Offs in Land Use
3.2.1. Characteristics of the Temporal Evolution of the Synergy/Trade-Off Relationship of Land Use Functions
3.2.2. Spatial Characteristics of Land Use Functional Synergy/Trade-Off Relationships
3.3. Economic Gradient Analysis of the Spatial and Temporal Evolution of Land Use Functions
3.3.1. Economic Development Gradient Division
3.3.2. Correlation Analysis
4. Discussion and Conclusions
4.1. Discussion
4.1.1. Study Applicability
4.1.2. Research Shortcomings and Outlook
4.2. Conclusions
- (1)
- There were apparent spatial heterogeneity and time-series dynamics in the Yangtze River Delta’s evolution of land use functions. The multifunctional land use index of the Yangtze River Delta region from 2000 to 2020 showed agricultural production function > ecological function > living function > ecological function. However, the agricultural and environmental functions continued to weaken, and the non-agricultural production and living functions kept increasing rapidly. Regarding spatial distribution, the agricultural production function was coerced by expanding construction land and converting arable land to non-agricultural use. The agricultural production function decreased yearly around the built-up area and in the core area of the Shanghai metropolitan area, with a gradual change along the line of ‘Luan-Chuzhou-Nantong’. The non-agricultural production function was more substantial in areas with higher urbanization and industrialization, Shanghai metropolitan area, Suzhou-Wuxi-Changzhou region, Hangzhou-Jiaxing-Hu plain, Nanjing, and Hefei showed a network-type reinforcement, and regional differences had strengthened. The spatial distribution was similar to that of the high-value and higher-value areas of non-agricultural production functions, and the spatial spread of the function in the southern part of Jiangsu Province was prominent. At the same time, the living function enhanced significantly in Suqian City and Huai’an City in the north and on the southeastern coast of Zhejiang. The overall ecological function was better but weakened and generally distributed high in the south and low in the north. The ecological function was under greater stress in the ecologically fragile and sensitive mountainous areas, waters, and inlets to the sea.
- (2)
- The trade-off/synergistic relationships among land use functions in the Yangtze River Delta region from 2000 to 2020 were interspersed and varied significantly in space and time. By introducing the analysis method of ecological service trade-off/synergistic relationship, this paper revealed the functional interactions and spatial distribution more clearly: the trade-off relationship between agricultural production and non-agricultural production and living functions was dominant, and the spatial synergistic relationship was sporadically distributed in Huai’an in northern Jiangsu Province and along the Yangtze River (Anqing, Tongling, and southern Nanjing). The overall synergistic development between agricultural production and ecological functions, and the local trade-off relationship appeared in extensive ecological. The synergistic relationship between non-agricultural production and living was enhanced, and the trade-off relationship was interspersed in Anhui (Huangshan, Xuancheng, Suzhou, etc.) and northern Jiangsu (Yancheng, Suqian, etc.). The trade-off relationship between non-agricultural production, living function, and ecological function was dominant, and the synergistic non-significant relationship was only scattered in Huai’an, Changzhou and southern Nanjing in point clusters.
- (3)
- The spatial and temporal evolution of land use functions in the Yangtze River Delta region from 2000 to 2020 was characterized by a significant economic gradient divergence. This study found the following results by Person correlation and sample band analysis: Agricultural production function had a weak negative correlation with economic development level. Non-agricultural production function, living function, and economic development had a significant positive correlation and gradually increased. Ecological function had a weak negative correlation with economic development level and steadily weakened. During the progression of economic development from low to the high level, the evolution trend of each function was different, with non-agricultural production steadily increasing, agricultural production and ecological function growing to a particular stage and then decreasing, and living function showing an irregular trend of decreasing–raising. Regional land use functions correspond to their economic and social development stages, but different functions were spatially mutable and jumpy.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Lei, Z. Resources and environment foundation and man-land relationship in modern China. China Popul. Resour. Environ. 1999, 9, 32–37. (In Chinese) [Google Scholar]
- Liu, Y.S.; Fang, F.; Li, Y. Key isseues of land use in China and impllications for policy making. Land Use Policy 2014, 40, 6–12. [Google Scholar] [CrossRef]
- Liu, J.; Jin, X.; Xu, W.; Fan, Y.; Ren, J.; Zhang, X.; Zhou, Y. Spatial coupling differentiation and development zoning trade-off of land space utilization efficiency in eastern China. Land Use Policy 2019, 85, 310–327. [Google Scholar] [CrossRef]
- Chen, Y.; Chen, Z.; Xu, G.; Tian, Z. Built-up land efficiency in urban China: Insights from the General Land Use Plan (2006–2020). Habitat Int. 2016, 51, 3–38. [Google Scholar] [CrossRef]
- Zhang, Y.; Dai, Y.Q.; Chen, Y.Y.; Ke, X.L. Study on Spatial Correlation between Land Use Implicit Transformation and Land Use Carbon Emission. China Land Sci. 2022, 36, 100–112. (In Chinese) [Google Scholar]
- Zhao, Q.G.; Zhou, S.L.; Wu, S.H.; Ren, K. Change of cultivated land resources in China and its sustainable utilization and protection countermeasures. J. Soil Sci. 2006, 43, 662–672. (In Chinese) [Google Scholar]
- Zhang, W.; Chang, W.J.; Zhu, Z.C.; Hui, Z. Landscape ecological risk assessment of Chinese coastal cities based on land use change. Appl. Geogr. 2020, 117, 102174. [Google Scholar] [CrossRef]
- Long, H.L. Theorizing land use transitions: A human geography perspective. Habitat Int. 2022, 128, 102669. [Google Scholar] [CrossRef]
- Long, H.L. Interpretation of Land Use Transformation. China Land Sci. 2022, 36, 1–7. (In Chinese) [Google Scholar]
- Long, H.; Zhang, Y.; Ma, L.; Tu, S. Land Use Transitions: Progress, Challenges and Prospects. Land 2021, 10, 903. [Google Scholar] [CrossRef]
- Long, H.L. Land Use Transitions and Rural Restructuring in China; Springer: Singapore, 2020. [Google Scholar]
- Mather, A.S. Global Forest Resources; Belhaven: London, UK, 1990. [Google Scholar]
- Mather, A.S. The forest transition. Area 1992, 24, 367–379. [Google Scholar]
- Verburg, P.H.; Van de Steeg, J.; Veldkamp, A.; Willemen, L. From land cover change to land function dynamics: A major challenge to improve land characterization. J. Environ. Manag. 2009, 90, 1327–1335. [Google Scholar] [CrossRef] [PubMed]
- Fan, Y.T.; Jin, X.B.; Gan, L.; Jessup, L.H.; Pijanowski, B.C.; Lin, J.; Yang, Q.; Lyu, L. Dynamics of spatial associations among multiple land use functions and their driving mechanisms: A case study of the Yangtze River Delta region, China. Environ. Impact Assess. Rev. 2022, 97, 106858. [Google Scholar] [CrossRef]
- Wang, B.Y.; Tian, J.F.; Wang, S.J. Process and mechanism of transition in regional land use function guided by policy: A case study from Northeast China. Ecol. Indic. 2022, 144, 109527. [Google Scholar] [CrossRef]
- Turner, B.L.; Lambin, E.F.; Reenberg, A. The Emergence of Land Change Science for Global Environmental Change and Sustainability. Proc. Natl. Acad. Sci. USA 2008, 104, 20666–20671. [Google Scholar] [CrossRef]
- Zhou, D.; Xu, J.; Lin, Z. Conflict or coordination? Assessing land use multi-functionalization using production-living-ecology analysis. Sci. Total Environ. 2016, 577, 136. [Google Scholar] [CrossRef]
- Wilson, G.A. Multifunctional Agriculture: A Transition Theory Perspective; Cromwell Press: Trowbridge, UK, 2007. [Google Scholar]
- Holmes, J. Impulses towards a multifunctional transition in rural Australia: Gaps in the research agenda. J. Rural. Stud. 2006, 22, 142–160. [Google Scholar] [CrossRef]
- Romstad, E. Multifunctional rural land management: Economics and policies. J. Agric. Econ. 2010, 61, 202–204. [Google Scholar] [CrossRef]
- De Groot, R. Function-analysis and valuation as a tool to assess land use conflicts in planning for sustainable, multi-functional landscapes. Landsc. Urban Plan. 2006, 75, 175–186. [Google Scholar] [CrossRef]
- Chen, J.; Shi, P.J. Discussion on Classification of Land Use Functions. J. Beijing Norm. Univ. 2005, 41, 536–540. (In Chinese) [Google Scholar]
- Zhen, L.; Cao, S.Y.; Wei, Y.J.; Xie, G.D.; Li, F.; Yang, L. Multi functional use of land space: Theoretical framework and empirical research. Resour. Sci. 2009, 31, 544–551. (In Chinese) [Google Scholar]
- Zou, L.; Liu, Y.; Wang, J.; Yang, Y. An analysis of land use conflict potentials based on ecological-production-living function in the southeast coastal area of China. Ecol. Indic. 2021, 122, 107297. [Google Scholar] [CrossRef]
- Li, X.; Lv, X.; Yin, R.; Fang, B.; Jin, T. Spatial Equilibrium State and Its Time Evolution of the Multi-functionalization of Regional Land Use in the Eastern China. Pol. J. Environ. Stud. 2021, 30, 2827–2841. [Google Scholar]
- Liu, C.; Deng, C.; Li, Z.; Liu, Y. Response Characteristics of Soil Erosion to Spatial Conflict in the Production-Living-Ecological Space and Their Driving Mechanism: A Case Study of Dongting Lake Basin in China. Land 2022, 11, 1794. [Google Scholar] [CrossRef]
- Xu, N.; Chen, W.; Pan, S.; Liang, J.; Bian, J. Evolution Characteristics and Formation Mechanism of Production-Living-Ecological Space in China: Perspective of Main Function Zones. Int J Env. Res Public Health 2022, 19, 9910. [Google Scholar] [CrossRef]
- Liu, C.; Xu, Y.Q.; Lu, X.H.; Han, J. Trade-offs and driving forces of land use functions in ecologically fragile areas of northern Hebei Province: Spatiotemporal analysis. Land Use Policy 2021, 104, 105387. [Google Scholar] [CrossRef]
- Liu, C.; Xu, Y.Q.; Huang, A.; Liu, Y.; Wang, H.; Lu, L.; Sun, P.; Zheng, W. Spatial identification of land use multifunctionality at grid scale in farming-pastoral area: A case study of Zhangjiakou City, China. Habitat Int. 2018, 76, 48–61. [Google Scholar] [CrossRef]
- Fan, Y.T.; Gan, L.; Hong, C.Q.; Jessup, L.H.; Jin, X.; Pijanowski, B.C.; Sun, Y.; Lv, L. Spatial identification and determinants of trade-offs among multiple land use functions in Jiangsu Province, China. Sci. Total Environ. 2021, 772, 145022. [Google Scholar] [CrossRef]
- Rostow, W.W. The Stages of Economic Growth: A Non-Communist Manifesto; Cambridge University Press: Cambridge, UK, 1960. [Google Scholar]
- Chenery, H.; Robinson, S.; Syrquin, M. Industrialization and Growth: A Comparative Study; Oxford University Press: Oxford, UK, 1986. [Google Scholar]
- Hoffmann, W. Growth of Industrial Economics; Manchester University Press: Manchester, UK, 1958. [Google Scholar]
- Kuznets, S. Modern Economic Growth; The Commercial Press: Beijing, China, 1989. [Google Scholar]
- Northam, R.M. Urban Geography; John Willey & Sons: New York, NY, USA, 1979. [Google Scholar]
- Friedmann, J. Regional Development Policy: A Case-Study of Venezuela; MIT Press: Cambridge, MA, USA, 1966. [Google Scholar]
- Sukopp, H. Urban ecology-scientific and practical aspects. In Urban Ecology; Springer: Berlin/Heidelberg, Germany, 1998; pp. 3–16. [Google Scholar]
- Mcdonnell, M.J.; Pickett, S.T.A. Ecosystem structure and function along urban-rural gradients: An unexploited opportunity for ecology. Ecology 1990, 71, 1232–1237. [Google Scholar] [CrossRef]
- Li, X.; Fang, B.; Yin, M.; Jin, T.; Xu, X. Multi-Dimensional Urbanization Coordinated Evolution Process and Ecological Risk Response in the Yangtze River Delta. Land 2022, 11, 723. [Google Scholar] [CrossRef]
- Zhang, H.; Gao, J.X.; Gong, J.P. Current situation, problems and suggestions on ecological environment protection in the Yangtze river delta region. China Dev. 2017, 17, 3–9. (In Chinese) [Google Scholar]
- Zou, L.L.; Liu, Y.S.; Wang, Y.S. Research Progress on Land Use Conflict in China. Prog. Geogr. Sci. 2020, 39, 298–309. (In Chinese) [Google Scholar] [CrossRef]
- Xin, L.; Bin, F.; Rumeng, Y.; Xin, X.; Tianyue, C. The village scale ‘ecological-production-living’ function and the perceived spatial pattern of quality of life and its correlation—Taking Yangzhong City, Jiangsu Province as an example. Geogr. Sci. 2020, 40, 599–607. (In Chinese) [Google Scholar]
- Liu, J.L.; Liu, Y.S.; Li, Y.R. Classification evaluation and spatio-temporal pattern analysis of China’s ‘ecological-production-living Space’. J. Geogr. 2017, 72, 1290–1304. (In Chinese) [Google Scholar]
- Holmes, J.; Argent, N. Rural transitions in the Nambucca Valley: Socio-demographic change in a disadvantaged rural locale. J. Rural Stud. 2016, 48, 129–142. [Google Scholar] [CrossRef]
- Pinto-Correia, T.; Guiomar, N.; Guerra, C.A.; Carvalho-Ribeiro, S. Assessing the ability of rural areas to fulfil multiple societal demands. Land Use Policy 2016, 53, 86–96. [Google Scholar] [CrossRef] [Green Version]
- Xu, K.; Fang, Y.G. Spatial differentiation characteristics and type identification of multifunctional rural areas—A case study of 78 districts and counties in Liaoning Province. Geogr. Res. 2019, 38, 482–495. (In Chinese) [Google Scholar]
- Qi, Y.J.; Yang, Y.; Jin, F.J. China’s economic development stage and its spatio-temporal pattern evolution based on prefecture level administrative units. J. Geogr. Sci. 2013, 23, 297–314. (In Chinese) [Google Scholar] [CrossRef]
- Sun, D.Q.; Zhang, J.X.; Zhang, M.D.; Yu, Z.; Hu, Y.; Zhou, Z. The coupling relationship between urbanization efficiency and economic development level in the Yangtze River Delta. Prog. Geogr. Sci. 2013, 32, 1060–1071. (In Chinese) [Google Scholar]
- Wang, M.X.; Zhao, H.H.; Cui, J.X.; Fan, D.; Lv, B.; Wang, G.; Li, Z.-H.; Zhou, G.-J. Evaluating green development level of nine cities within the Pearl River Delta, China. J. Clean. Prod. 2018, 174, 315–323. [Google Scholar] [CrossRef]
- Hu, W.L.; Shen, X.; Xu, H.; Zhang, C.; Liu, H.-L.; Shiau, Y.-C. Integrated Evaluations of Resource and Environment Carrying Capacity of the Huaihe River Ecological and Economic Belt in China. Land 2021, 10, 1168. [Google Scholar]
- He, S.S.; Fang, B.; Xie, X. Temporal and Spatial Evolution and Driving Mechanism of Urban Ecological Welfare Performance from the Perspective of High-Quality Development: A Case Study of Jiangsu Province, China. Land 2022, 11, 1607. [Google Scholar] [CrossRef]
- Wei, Z.M.; Wang, X.L.; Pan, H.W.; Zhao, Y.; Xie, X.Y.; Zhang, L.X.; Zhao, T.Z. Evaluation of fluorescence characteristics of water-soluble organics in organic waste compost based on projection pursuit. Spectrosc. Spectr. Anal. 2015, 35, 2940–2945. (In Chinese) [Google Scholar]
- Deng, C.X.; Xie, B.G.; Li, X.Q. Evaluation of intensive use of cultivated land in Chang Zhu Tan urban agglomeration based on projection pursuit method. Geogr. Res. 2013, 32, 2000–2008. (In Chinese) [Google Scholar]
- Wang, M.M.; Zhang, H.Y.; Zhang, Y.G.; Lin, M.S.; Gong, P. Measurement and coupling analysis of land bearing capacity in coastal areas of the Yangtze River Delta. J. Agric. Eng. Res. 2020, 36, 281–292. (In Chinese) [Google Scholar]
- Liu, C.M.; Zeng, J.X. County Comprehensive Traffic Accessibility Measurement and Its Relationship with Economic Development Level—Quantitative Analysis of 79 Counties in Hubei Province. Geogr. Res. 2011, 30, 2209–2221. (In Chinese) [Google Scholar]
- Cheng, Y.; Liu, L.; Ren, J.L.; Lai, J.B. Research on County Comprehensive Transportation Accessibility, Economic Development Level Measurement and Spatial Pattern—Quantitative Analysis of 91 Counties in Shandong Province. Geogr. Sci. 2013, 33, 1058–1065. (In Chinese) [Google Scholar]
- Holting, L.; Beckmann, M.; Volk, M.; Cord, A.F. Multifunctionality assessments—More than assessing multiple ecosystem functions and services? A quantitative literature review. Ecol. Indic. 2019, 103, 226–235. [Google Scholar] [CrossRef]
- Wang, J.; Lin, Y.F.; Zhai, T.L.; He, T.; Qi, Y.; Jin, Z.F.; Cai, Y.M. The role of human activity in decreasing ecologically sound land use in China. Land Degrad. Dev. 2018, 29, 446–460. [Google Scholar]
- Long, H.L.; Ma, L.; Zhang, Y.N.; Qu, L. Multifunctional rural development in China: Pattern, process and mechanism. Habitat Int. 2022, 121, 102530. [Google Scholar] [CrossRef]
- Martin, P.; Ottaviano, G.I. Growth and agglomeration. Int. Econ. Rev. 2001, 42, 947–968. [Google Scholar] [CrossRef]
- Baldwin, R.E. Core-periphery model with forward-looking expectation. Reg. Sci. Urban Econ. 2001, 31, 21–49. [Google Scholar] [CrossRef] [Green Version]
- Baldwin, R.E.; Martin, P. Agglomeration and regional growth. In Handbook of Regional and Urban Economics; Elsevier: Amsterdam, The Netherlands, 2004; Volume 4, pp. 2671–2711. [Google Scholar]
- Fujita, M.; Thisse, J.F. Does geographical agglomeration foster economic growth? And who gains and loses from it? Jpn. Econ. Rev. 2003, 54, 121–145. [Google Scholar] [CrossRef]
- Zhang, R.T. Spatial Differentiation and Tradeoff–Synergy of Rural Multifunction at the County Scale in Anhui Province in the China’s Traditional Agricultural Areas. Int. J. Environ. Res. Public Health 2022, 19, 13604. [Google Scholar] [CrossRef]
- Jopke, C.; Kreyling, J.; Maes, J.; Koellner, T. Interactions among ecosystem services across Europe: Bagplots and cumulative correlation coefficients reveal synergies, trade-offs, and regional patterns. Ecol. Indic. 2015, 49, 46–52. [Google Scholar] [CrossRef]
- Zhang, Y.; Li, F.; Li, K.; Sun, L.; Yang, H. The Influence of Space Transformation of Land Use on Function Transformation and the Regional Differences in Shaanxi Province. Int. J. Environ. Res. Public Health 2022, 19, 11793. [Google Scholar] [CrossRef]
- Xie, X.; Fang, B.; Li, X.; He, S. Urban ecosystem health assessment and obstacle factor diagnosis using a comprehensive assessment model for Nanjing, China. Growth Change 2021, 52, 1938–1954. [Google Scholar] [CrossRef]
- Sun, B.; Yang, S. Asymmetric and Spatial Non-Stationary Effects of Particulate Air Pollution on Urban Housing Prices in Chinese Cities. Int. J. Environ. Res. Public Health 2020, 17, 7443. [Google Scholar] [CrossRef]
- Li, C.; Wang, X.; Ji, Z.; Li, L.; Guan, X. Optimizing the Use of Cultivated Land in China’s Main Grain-Producing Areas from the Dual Perspective of Ecological Security and Leading-Function Zoning. Int. J. Environ. Res. Public Health 2022, 19, 13630. [Google Scholar] [CrossRef]
- Allan, E.; Manning, P.; Alt, F.; Binkenstein, J.; Blaser, S.; Blüthgen, N.; Böhm, S.; Grassein, F.; Hölzel, N.; Klaus, V.H.; et al. Land use intensification alters ecosystem multifunctionality via loss of biodiversity and changes to functional composition. Ecol. Lett. 2015, 18, 834–843. [Google Scholar] [CrossRef]
- Zhang, Y.N.; Long, H.; Ma, L.; Ge, D.Z.; Tu, S.S.; Qu, Y. Temporal and spatial characteristics and driving mechanism of cultivated land function evolution in the Huang Huai Hai Plain. J. Geogr. Sci. 2018, 28, 759–777. [Google Scholar] [CrossRef] [Green Version]
- Su, S.L.; Wan, C.; Li, J.; Jin, X.; Pi, J.; Zhang, Q.; Weng, M. Economic benefit and ecological cost of enlarging tea cultivation in subtropical China: Characterizing the trade-off for policy implications. Land Use Policy 2017, 66, 183–195. [Google Scholar] [CrossRef]
- Li, Z.; Deng, X.; Jin, G.; Mohmmed, A.; Arowolo, A.O. Tradeoffs between agricultural production and ecosystem services: A case study in Zhangye, Northwest China. Sci. Total Environ. 2020, 707, 136032. [Google Scholar] [CrossRef] [PubMed]
Year | Agricultural Production Function | Non-Agricultural Production Functions | Living Functions | Ecological Function | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2000 | 2010 | 2020 | 2000 | 2010 | 2020 | 2000 | 2010 | 2020 | 2000 | 2010 | 2000 | |
Average | 2.14 | 2.07 | 2.03 | 0.05 | 0.12 | 0.15 | 0.25 | 0.34 | 0.38 | 1.93 | 1.82 | 1.77 |
Percentage | 48.97 | 47.48 | 46.78 | 1.16 | 2.82 | 3.53 | 5.76 | 7.84 | 8.88 | 44.12 | 41.86 | 40.81 |
Agricultural Production Functions | Non-Agricultural Production Functions | Living Functions | Ecological Functions | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2000 | 2010 | 2020 | 2000 | 2010 | 2020 | 2000 | 2010 | 2020 | 2000 | 2010 | 2020 | |
Economic Development | 0.047 * | −0.23 * | −0.28 * | 0.53 * | 0.55 * | 0.57 * | 0.036 * | 0.39 * | 0.31 * | 0.079 * | −0.083 * | −0.021 * |
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Yin, R.; Li, X.; Fang, B. The Relationship between the Spatial and Temporal Evolution of Land Use Function and the Level of Economic and Social Development in the Yangtze River Delta. Int. J. Environ. Res. Public Health 2023, 20, 2461. https://doi.org/10.3390/ijerph20032461
Yin R, Li X, Fang B. The Relationship between the Spatial and Temporal Evolution of Land Use Function and the Level of Economic and Social Development in the Yangtze River Delta. International Journal of Environmental Research and Public Health. 2023; 20(3):2461. https://doi.org/10.3390/ijerph20032461
Chicago/Turabian StyleYin, Rumeng, Xin Li, and Bin Fang. 2023. "The Relationship between the Spatial and Temporal Evolution of Land Use Function and the Level of Economic and Social Development in the Yangtze River Delta" International Journal of Environmental Research and Public Health 20, no. 3: 2461. https://doi.org/10.3390/ijerph20032461