Abstract
Urban agglomeration will be the main mode of future urbanization in China, greatly influencing social and economic development and ecosystem protection at the whole city cluster scale. It is important to analyze the impacts of large-scale, scattered land use and cover change (LUCC) consisting of one-pole-multi-point urbanization in city clusters on regional ecosystem services (ESs), so as to increase ecological security and maintain ES levels. Using the urban–rural gradient analysis method (UGAM), this study examined driver-response mechanisms of large-scale, scattered agglomeration urbanization on ESs along an urban–rural gradient and at a regional scale. This was done by simulating and analyzing tempo-spatial variations in ES characteristics along concentric ring gradients in the Central Yunnan City Cluster (CYCC) under its present urbanization path. The results showed that rapid urban sprawl is the main driver affecting the integral value of ESs in CYCC and that ES trade-offs (through LUCC caused by urbanization) between adjacent zones along the urban–rural gradient will particularly exacerbate the degradation of integral ES levels. Hence, CYCC should follow a sustainable, eco-friendly urbanization path and consider ecological principles and the impact of LUCC on regional ESs along the urban–rural gradient in top-level design and decision-making on urban planning and strategic land use management. Differentiated regional development policies should be formulated for each area, the urban–rural development pattern and layout optimized, the scale of construction land rationally controlled, and the overall efficiency of land use improved. Ecological buffers should be set up around areas with sharp and obvious changes in land use, to alleviate the negative impact of large-scale, decentralized city cluster urbanization on regional ESs.
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Data availability
The DEM and land use data (spatial resolution 30 m, overall accuracy 92.27%) were acquired from the Data Center for Resources and Environmental Sciences, Chinese Academy of Sciences (http://www.resdc.cn/). Other relevant parametric and spatial data (5 physical geographic factors and 5 economic and social factors) used are shown in the table below. And Table S3 and S6 were also included in the Supplementary Information submitted before.
References
Alcamo J, Vuuren D, Cramer W, Alder J, Bennett E, Carpenter S (2005) Changes in ecosystem services and their drivers across the scenarios. Ecosystems and human well-being: Scenarios 2, 297–373. http://www.millenniumassessment.org/documents/document.333.aspx.pdf. Accessed 18 Mar 2021
Bai Y, Ochuodho TO, Yang J (2019) Impact of land use and climate change on water-related ecosystem services in Kentucky, USA. ECOL INDIC 102:51–64. https://doi.org/10.1016/j.ecolind.2019.01.079
Bai Y, Fang Z, Hughes AC (2021) Ecological redlines provide a mechanism to maximize conservation gains in Mainland Southeast Asia. One Earth 4(10):1491–1504. https://doi.org/10.1016/j.oneear.2021.09.010
Bai Y, Wong CP, Jiang B, Hughes AC, Wang M, Wang Q (2018) Developing China’s Ecological Redline Policy using ecosystem services assessments for land use planning. NAT COMMUN 9. https://doi.org/10.1038/s41467-018-05306-1
Boesing AL, Prist PR, Barreto J, Hohlenwerger C, Maron M, Rhodes JR, Romanini E, Tambosi LR, Vidal M, Metzger JP (2020) Ecosystem services at risk: integrating spatiotemporal dynamics of supply and demand to promote long-term provision. One Earth 3:704–713. https://doi.org/10.1016/j.oneear.2020.11.003
Burkhard B, Kroll F, Nedkov S, Müller F (2012) Mapping ecosystem service supply, demand and budgets. ECOL INDIC 21:17–29. https://doi.org/10.1016/j.ecolind.2011.06.019
CDRF, PricewaterhouseCoopers (2021) City of Opportunity 2021, China Development Research Foundation, PricewaterhouseCoopers. https://www.pwccn.com/en/research-and-insights/chinese-cities-of-opportunities-2021-report.pdf. Accessed 11 Apr 2021
Costanza R, Rudolf RDA, Limburg K, Naeem S, O’Neill RV, Paruelo J, Raskin RG, Sutton P, van den Belt M (1997) The value of the world’s ecosystem services and natural capital. NATURE 387:253–260. https://doi.org/10.1038/387253a0
Costanza R, de Groot R, Braat L, Kubiszewski I, Fioramonti L, Sutton P, Farber S, Grasso M (2017) Twenty years of ecosystem services: how far have we come and how far do we still need to go? ECOSYST SERV 28:1–16. https://doi.org/10.1016/j.ecoser.2017.09.008
Couch C, Karecha J (2006) Controlling urban sprawl: some experiences from Liverpool. Cities 23:353–363. https://doi.org/10.1016/j.cities.2006.05.003
Daily GC, Matson PA (2008) Ecosystem services: from theory to implementation. Proceedings of the National Academy of Sciences - PNAS 105:9455–9456. https://doi.org/10.1073/pnas.0804960105
de Groot R, Brander L, van der Ploeg S, Costanza R, Bernard F, Braat L, Christie M, Crossman N, Ghermandi A, Hein L, Hussain S, Kumar P, McVittie A, Portela R, Rodriguez LC, Ten Brink P, van Beukering P (2012) Global estimates of the value of ecosystems and their services in monetary units. ECOSYST SERV 1:50–61. https://doi.org/10.1016/j.ecoser.2012.07.005
Dong M, Bryan BA, Connor JD, Nolan M, Gao L (2015) Land use mapping error introduces strongly-localised, scale-dependent uncertainty into land use and ecosystem services modelling. ECOSYST SERV 15:63–74. https://doi.org/10.1016/j.ecoser.2015.07.006
Duraiappah AK (2011) Ecosystem services and human well-being: do global findings make any sense? Bioscience 61:7–8. https://doi.org/10.1525/bio.2011.61.1.2
Fang C, Yu D (2016) China’s new urbanization and development bottlenecks. In: China’s New Urbanization. Springer Geography, Berlin, pp. 1–48. https://link.springer.com/chapter/10.1007%2F978-3-662-49448-6_1. Accessed 11 April 2021
Fiquepron J, Garcia S, Stenger A (2013) Land use impact on water quality: valuing forest services in terms of the water supply sector. J ENVIRON MANAGE 126:113–121. https://doi.org/10.1016/j.jenvman.2013.04.002
Fu B, Zhang L, Xu Z, Zhao Y, Wei Y, Skinner D (2015) Ecosystem services in changing land use. J SOIL SEDIMENT 15:833–843. https://doi.org/10.1007/s11368-015-1082-x
Gaglio M, Aschonitis VG, Mancuso MM, Reyes Puig JP, Moscoso F, Castaldelli G, Fano EA (2017) Changes in land use and ecosystem services in tropical forest areas: a case study in Andes mountains of Ecuador. International Journal of Biodiversity Science, Ecosystems Services & Management 13:264–279. https://doi.org/10.1080/21513732.2017.1345980
Gao J, Li F, Gao H, Zhou C, Zhang X (2017) The impact of land-use change on water-related ecosystem services: a study of the Guishui River Basin, Beijing, China. J CLEAN PROD 16. https://doi.org/10.1016/j.jclepro.2016.01.049
Haase D, Schwarz N, Strohbach M, Kroll F, Seppelt R (2012) Synergies, trade-offs, and losses of ecosystem services in urban regions: an integrated multiscale framework applied to the Leipzig-Halle Region, Germany. ECOL SOC 17. https://doi.org/10.5751/ES-04853-170322
Hahs AK, McDonnell MJ (2006) Selecting independent measures to quantify Melbourne’s urban-rural gradient. LANDSCAPE URBAN PLAN 78:435–448. https://doi.org/10.1016/j.landurbplan.2005.12.005
Haines-Young R, Potschin M, Kienast F (2012) Indicators of ecosystem service potential at European scales: mapping marginal changes and trade-offs. ECOL INDIC 21:39–53. https://doi.org/10.1016/j.ecolind.2011.09.004
Hou Y, Burkhard B, Müller F (2013) Uncertainties in landscape analysis and ecosystem service assessment. J ENVIRON MANAGE 127:S117–S131. https://doi.org/10.1016/j.jenvman.2012.12.002
Hou Y, Zhou S, Burkhard B, Müller F (2014) Socioeconomic influences on biodiversity, ecosystem services and human well-being: a quantitative application of the DPSIR model in Jiangsu, China. SCI TOTAL ENVIRON 490:1012–1028. https://doi.org/10.1016/j.scitotenv.2014.05.071
Hou Y, Müller F, Li B, Kroll F (2015) Urban-rural gradients of ecosystem services and the linkages with socioeconomics. Landscape Online 39:1–31. https://doi.org/10.3097/LO.201539
Kindu M, Schneider T, Teketay D, Knoke T (2016) Changes of ecosystem service values in response to land use/land cover dynamics in Munessa-Shashemene landscape of the Ethiopian highlands. 547, 137-147. https://doi.org/10.1016/j.scitotenv.2015.12.127
Kroll F, Müller F, Haase D, Fohrer N (2012) Rural-urban gradient analysis of ecosystem services supply and demand dynamics. Land Use Policy 29:521–535. https://doi.org/10.1016/j.landusepol.2011.07.008
Larondelle N, Haase D (2013) Urban ecosystem services assessment along a rural-urban gradient: a cross-analysis of European cities. ECOL INDIC 29:179–190. https://doi.org/10.1016/j.ecolind.2012.12.022
Lautenbach S, Kugel C, Lausch A, Seppelt R (2011) Analysis of historic changes in regional ecosystem service provisioning using land use data. ECOL INDIC 11:676–687. https://doi.org/10.1016/j.ecolind.2010.09.007
Lin Y, Zhao J, Zhang M, Chen G (2019) Spatial pattern identification and spatiotemporal evolution of urban agglomeration in central Yunnan. Transactions of the Chinese Society for Agricultural Machinery 50(08):176–191. https://doi.org/10.6041/j.issn.1000-1298.2019.08.020
Łowicki D, Walz U (2015) Gradient of land cover and ecosystem service supply capacities-a comparison of suburban and rural fringes of Towns Dresden (Germany) and Poznan (Poland). Procedia Earth and Planetary Science 15:495–501. https://doi.org/10.1016/j.proeps.2015.08.057
Maes J, Paracchini ML, Zulian G, Dunbar MB, Alkemade R (2012) Synergies and trade-offs between ecosystem service supply, biodiversity, and habitat conservation status in Europe. BIOL CONSERV 155:1–12. https://doi.org/10.1016/j.biocon.2012.06.016
McDonnell MJ, Hahs AK (2008) The use of gradient analysis studies in advancing our understanding of the ecology of urbanizing landscapes: current status and future directions. LANDSCAPE ECOL 23:1143–1155. https://doi.org/10.1007/s10980-008-9253-4
MEA (2005) Millennium Ecosystem Assessment. Millennium ecosystem assessment synthesis report. Island Press, Washington, DC. https://www.millenniumassessment.org/en/Synthesis.html. Accessed 20 Nov 2020
Nowak DJ, Greenfield EJ, Hoehn RE, Lapoint E (2013) Carbon storage and sequestration by trees in urban and community areas of the United States. Environmental pollution (1987) 178:229–236. https://doi.org/10.1016/j.envpol.2013.03.019
Nuissl H, Rink D (2005) The ‘production’ of urban sprawl in eastern Germany as a phenomenon of post-socialist transformation. Cities 22:123–134. https://doi.org/10.1016/j.cities.2005.01.002
Radford KG, James P (2013) Changes in the value of ecosystem services along a rural-urban gradient: a case study of Greater Manchester, UK. LANDSCAPE URBAN PLAN 109:117–127. https://doi.org/10.1016/j.landurbplan.2012.10.007
Raudsepp-Hearne C, Peterson GD, Bennett EM (2010) Ecosystem service bundles for analyzing tradeoffs in diverse landscapes. Proc Natl Acad Sci U S A 107:5242–5247. https://doi.org/10.1073/pnas.0907284107
Redhead JW, Stratford C, Sharps K, Jones L, Ziv G, Clarke D, Oliver TH, Bullock JM (2016) Empirical validation of the InVEST water yield ecosystem service model at a national scale. SCI TOTAL ENVIRON 569–570:1418–1426. https://doi.org/10.1016/j.scitotenv.2016.06.227
Redhead JW, May L, Oliver TH, Hamel P, Sharp R, Bullock JM (2018) National scale evaluation of the InVEST nutrient retention model in the United Kingdom. SCI TOTAL ENVIRON 610–611:666–677. https://doi.org/10.1016/j.scitotenv.2017.08.092
Schwarz N, Bauer A, Haase D (2011) Assessing climate impacts of planning policies-an estimation for the urban region of Leipzig (Germany). ENVIRON IMPACT ASSES 31:97–111. https://doi.org/10.1016/j.eiar.2010.02.002
Scolozzi R, Morri E, Santolini R (2012) Delphi-based change assessment in ecosystem service values to support strategic spatial planning in Italian landscapes. ECOL INDIC 21:134–144. https://doi.org/10.1016/j.ecolind.2011.07.019
Sharp R, Tallis HT, Ricketts T, Guerry AD, Wood SA, Chaplin-Kramer R, Nelson E, Ennaanay D, Wolny S, Olwero N, Vigerstol K, Pennington D, Mendoza G, Aukema J, Foster J, Forrest J, Cameron D, Arkema K, Lonsdorf E, Kennedy C, Verutes G, Kim CK, Guannel G, Papenfus M, Toft J, Marsik M, Bernhardt J, Griffin R, Glowinski K, Chaumont N, Perelman A, Lacayo M, Mandle L, Hamel P, Vogl AL, Rogers L, Bierbower W, Denu D, Douglass J (2016) InVEST+VERSION+User’s Guide. The Natural Capital Project;Stanford University: Stanford, CA, USA. http://data.naturalcapitalproject.org/nightly-build/invest-users-guide/html/. Accessed 21 Feb 2021
Siqueira-Gay J, Soares-Filho B, Sanchez LE, Oviedo A, Sonter LJ (2020) Proposed legislation to Mine Brazil’s indigenous lands will threaten Amazon forests and their valuable ecosystem services. One Earth 3:356–362. https://doi.org/10.1016/j.oneear.2020.08.008
Song W, Deng X (2017) Land-use/land-cover change and ecosystem service provision in China. SCI TOTAL ENVIRON 576:705–719. https://doi.org/10.1016/j.scitotenv.2016.07.078
Strohbach MW, Haase D (2012) Above-ground carbon storage by urban trees in Leipzig, Germany: analysis of patterns in a European city. LANDSCAPE URBAN PLAN 104:95–104. https://doi.org/10.1016/j.landurbplan.2011.10.001
Tan Y, He J, Yue W, Zhang L, Wang Q (2017) Spatial pattern change of the cultivated land before and after the Second National Land Survey in China. J Nat Resour 32(2):186–197. https://doi.org/10.11849/zrzyxb.20160263
TEEB (2010) The economics of ecosystems and biodiversity: ecological and economic foundations. Edited by Pushpam Kumar. Earthscan, London and Washington, pp. 456. https://doi.org/10.1017/s1355770x11000088
Tolessa T, Senbeta F, Kidane M (2017) The impact of land use/land cover change on ecosystem services in the central highlands of Ethiopia. ECOSYST SERV 23:47–54. https://doi.org/10.1016/j.ecoser.2016.11.010
Vizzari M, Antognelli S, Hilal M, Sigura M, Joly D (2015) Ecosystem services along the urban-rural-natural gradient: an approach for a wide area assessment and mapping. Springer International Publishing, Cham, pp. 745–757. https://doi.org/10.1007/978-3-319-21470-2_54
Wang R, Xu X, Bai Y, Alatalo JM, Yang Z, Yang W, Yang Z (2021) Impacts of urban land use changes on ecosystem services in Dianchi Lake Basin. China SUSTAINABILITY-BASEL 13:4813. https://doi.org/10.3390/su13094813
Wolff S, Schulp CJE, Verburg PH (2015) Mapping ecosystem services demand: a review of current research and future perspectives. ECOL INDIC 55:159–171. https://doi.org/10.1016/j.ecolind.2015.03.016
Wong CP, Jiang B, Kinzig AP, Lee KN, Ouyang Z (2015) Linking ecosystem characteristics to final ecosystem services for public policy. ECOL LETT 18:108–118. https://doi.org/10.1111/ele.12389
Xie H, Zhang Y, Duan K (2020) Evolutionary overview of urban expansion based on bibliometric analysis in Web of Science from 1990 to 2019. HABITAT INT 95:102100. https://doi.org/10.1016/j.habitatint.2019.102100
Xu W, Xiao Y, Zhang J, Yang W, Zhang L, Hull V, Wang Z, Zheng H, Liu J, Polasky S, Jiang L, Xiao Y, Shi X, Rao E, Lu F, Wang X, Daily GC, Ouyang Z (2017) Strengthening protected areas for biodiversity and ecosystem services in China. Proceedings of the National Academy of Sciences - PNAS 114:1601–1606. https://doi.org/10.1073/pnas.1620503114
Yanai RD, Battles JJ, Richardson AD, Blodgett CA, Wood DM, Rastetter EB (2010) Estimating uncertainty in ecosystem budget calculations. Ecosystems 13:239–248. https://doi.org/10.1007/s10021-010-9315-8
YNGOV (2020) Development Plan of Central Yunnan City Cluster. http://www.yn.gov.cn/zwgk/zcwj/zxwj/202008/t20200826_209715.html. Accessed 22 Mar 2011
Zhang L, Peng J, Liu Y, Wu J (2017) Coupling ecosystem services supply and human ecological demand to identify landscape ecological security pattern: a case study in Beijing-Tianjin-Hebei region, China. URBAN ECOSYST 20:701–714. https://doi.org/10.1007/s11252-016-0629-y
Zhang Z, Liu F, Zhao X, Wang X, Shi L, Xu J, Yu S, Wen Q, Zuo L, Yi L, Hu S, Liu B (2018) Urban expansion in China based on remote sensing technology: a review. CHINESE GEOGR SCI 28:727–743. https://doi.org/10.1007/s11769-018-0988-9
Zhou X, Wang Y (2011) Spatial-temporal dynamics of urban green space in response to rapid urbanization and greening policies. LANDSCAPE URBAN PLAN 100:268–277. https://doi.org/10.1016/j.landurbplan.2010.12.013
Zhu W, Carreiro MM (2004) Temporal and spatial variations in nitrogen transformations in deciduous forest ecosystems along an urban-rural gradient. Soil Biol Biochem 36:267–278. https://doi.org/10.1016/j.soilbio.2003.09.013
Zipperer WC, Wu J, Pouyat RV, Pickett STA (2000) The application of ecological principles to urban and urbanizing landscapes. ECOL APPL 10:685. https://doi.org/10.1890/1051-0761(2000)010[0685:TAOEPT]2.0.CO;2
Zu Ermgassen SOSE, Utamiputri P, Bennun L, Edwards S, Bull JW (2019) The role of “no net loss” policies in conserving biodiversity threatened by the global infrastructure boom. One Earth 1:305–315. https://doi.org/10.1016/j.oneear.2019.10.019
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This study was supported by the West Light Talent Program (Grant No. Y9XB011B01) and Key Research Program of Frontier Sciences of the Chinese Academy of Sciences (Grant No. ZDBSLY-7011); J.M.A. was supported by the Qatar Petroleum.
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All authors contributed to the study conception and design. Ruibo Wang: Conceptualization, methodology, investigation, formal analysis, data curation, writing—original draft, and validation. Yang Bai: Conceptualization, methodology, resources, project administration, funding acquisition, and supervision. Juha M. Alatalo: Writing—review, editing, and validation. Guimei Guo: Investigation and validation. Zhangqian Yang: Conceptualization, validation, and visualization. Zongbao Yang: Visualization and validation. Wei Yang: Investigation and validation. The authors read and approved the final manuscript.
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Wang, R., Bai, Y., Alatalo, J.M. et al. Impacts of urbanization at city cluster scale on ecosystem services along an urban–rural gradient: a case study of Central Yunnan City Cluster, China. Environ Sci Pollut Res 29, 88852–88865 (2022). https://doi.org/10.1007/s11356-022-21626-8
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DOI: https://doi.org/10.1007/s11356-022-21626-8