Skip to main content

Advertisement

Log in

Quantifying ecosystem service mismatches for land use planning: spatial-temporal characteristics and novel approach—a case study in Jiangsu Province, China

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Land use and land cover changes associated with urbanization have had a significant influence on ecosystem services (ESs), but previous studies have insufficiently focused on the relationships between ES supply and demand; these relationships are seldom considered in the science-policy frameworks of land use planning. In this study, a specific supply-demand indicator was constructed to measure ES supply and demand and their disparity across multiple scales in Jiangsu Province from 2000 to 2018. High spatial heterogeneity and mismatches of ES supply and demand were found in water yield, grain production, carbon sequestration, soil conservation, heat regulation, and recreation services. At provincial scale, the supplies of carbon sequestration and heat regulation services were smaller than their demands. At the 1-km2 grid scale, the ES supply and demand mismatches in urban areas were more serious than those in surrounding areas, especially for carbon sequestration and recreation services. Five ES supply-demand risk zones were identified based on the current status and trends of all ES supply and demand. Southern Jiangsu generally had high risks of ES mismatch, which should be reduced by strategic planning. Constructing the ES supply-demand indicator is a novel practice that assists in evaluating environmental issues and integrating them into further development decisions. This paper suggests that governments should reduce ES mismatches with reference to local conditions (economic development, industrial type, and ecological carrying capacity) and the actual situation of ES supply and demand.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data availability

The datasets generated and/or analyzed during the current study are available as follows:

The land use data applied in this study were primarily obtained from Landsat remote sensing images at a spatial resolution of 30 m. Land use types in Jiangsu were based on the interpreted findings conducted at the Chinese Academy of Sciences and the Resource and Environment Science Data Center of the Chinese Academy of Sciences (http://www.resdc.cn/). The population and the population density of the grid were derived from WorldPop Project (https://www.worldpop.org). The population of children under 4 years and elderly people over 65 years in the grid, also derived from WorldPop Project. All grid-scale temperature data are derived from WorldClim Project (https://www.worldclim.org/).

References

  • Agarwal M, Tandon A (2010) Modeling of the urban heat island in the form of mesoscale wind and of its effect on air pollution dispersal. Appl Math Model 34:2520–2530

    Article  Google Scholar 

  • Ala-Hulkko T, Kotavaara O, Alahuhta J, Hjort J (2019) Mapping supply and demand of a provisioning ecosystem service across Europe. Ecol Indic 103:520–529

    Article  Google Scholar 

  • 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 9:3034

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Baró F, Gómez-Baggethun E, Haase D (2017) Ecosystem service bundles along the urban-rural gradient: Insights for landscape planning and management. Ecosys Serv 24:147–159

    Article  Google Scholar 

  • Bateman IJ, Harwood AR, Mace GM, Watson RT, Abson DJ, Andrews B et al (2013) Bringing ecosystem services into economic decision-making: land use in the United Kingdom. Science 6141:45–50

    Article  Google Scholar 

  • Bommarco R, Kleijn D, Potts SG (2013) Ecological intensification: harnessing ecosystem services for food security. Trends Ecol Evol 28:230–238

    Article  Google Scholar 

  • Burkhard B, Kroll F, Nedkov S, Müller F (2012) Mapping ecosystem service supply, demand and budgets. Ecol Indic 21:17–29

    Article  Google Scholar 

  • Cao X, Huang X, Huang H, Liu J, Guo X, Wang W et al (2018) Changes and driving mechanism of water footprint scarcity in crop production: a study of Jiangsu Province, China. Ecol Indic 95:444–454

    Article  Google Scholar 

  • Chen J, Jiang B, Bai Y, Xu X, Alatalo JM (2019) Quantifying ecosystem services supply and demand shortfalls and mismatches for management optimisation. Sci Total Environ 650:1426–1439

    Article  CAS  Google Scholar 

  • Chen S, Wang Y, Ni Z, Zhang X, Xia B (2020) Benefits of the ecosystem services provided by urban green infrastructures: differences between perception and measurements. Urban For Urban Green 54:126774

    Article  Google Scholar 

  • Díaz S, Demissew S, Carabias J, Joly C, Lonsdale M, Ash N et al (2015) The IPBES conceptual framework — connecting nature and people. Curr Opin Environ Sustain 14:1–16

    Article  Google Scholar 

  • Escobedo F, Varela S, Zhao M, Wagner JE, Zipperer W (2010) Analyzing the efficacy of subtropical urban forests in offsetting carbon emissions from cities. Environ Sci Pol 13:362–372

    Article  CAS  Google Scholar 

  • Fahed J, Kinab E, Ginestet S, Adolphe L (2020) Impact of urban heat island mitigation measures on microclimate and pedestrian comfort in a dense urban district of Lebanon. Sustain Cities Soc 61:102375

    Article  Google Scholar 

  • Funes I, Save R, Rovira P, Molowny-Horas R, Alcaniz JM, Ascaso E et al (2019) Agricultural soil organic carbon stocks in the north-eastern Iberian Peninsula: drivers and spatial variability. Sci Total Environ 668:283–294

    Article  CAS  Google Scholar 

  • García-Nieto AP, García-Llorente M, Iniesta-Arandia I, Martín-López B (2013) Mapping forest ecosystem services: From providing units to beneficiaries. Ecosys Serv 4:126–138

    Article  Google Scholar 

  • González-García A, Palomo I, González JA, López CA, Montes C (2020) Quantifying spatial supply-demand mismatches in ecosystem services provides insights for land-use planning. Land Use Policy 94

  • Hersperger AM, Oliveira E, Pagliarin S, Palka G, Verburg P, Bolliger J et al (2018) Urban land-use change: the role of strategic spatial planning. Glob Environ Chang 51:32–42

    Article  Google Scholar 

  • Jacobs S, Burkhard B, Van Daele T, Staes J, Schneiders A (2015) ‘The Matrix Reloaded’: a review of expert knowledge use for mapping ecosystem services. Ecol Model 295:21–30

    Article  Google Scholar 

  • Kong L, Zheng H, Rao E, Xiao Y, Ouyang Z, Li C (2018) Evaluating indirect and direct effects of eco-restoration policy on soil conservation service in Yangtze River Basin. Sci Total Environ 631-632:887–894

    Article  CAS  Google Scholar 

  • Kotharkar R, Bagade A, Ramesh A (2019) Assessing urban drivers of canopy layer urban heat island: a numerical modeling approach. Landsc Urban Plan 190

  • Kremer P, Hamstead ZA, McPhearson T (2016) The value of urban ecosystem services in New York City: a spatially explicit multicriteria analysis of landscape scale valuation scenarios. Environ Sci Pol 62:57–68

    Article  Google Scholar 

  • Larondelle N, Lauf S (2016) Balancing demand and supply of multiple urban ecosystem services on different spatial scales. Ecosys Serv 22:18–31

    Article  Google Scholar 

  • Li F, Wang X, Liu H, Li X, Zhang X, Sun Y et al (2018) Does economic development improve urban greening? Evidence from 289 cities in China using spatial regression models. Environ Monit Assess 190:1–19

    Article  Google Scholar 

  • Liang C, Penghui J, Wei C, Manchun L, Liyan W, Yuan G et al (2015) Farmland protection policies and rapid urbanization in China: a case study for changzhou City. Land Use Policy 48:552–566

    Article  Google Scholar 

  • Lorilla R, Kalogirou S, Poirazidis K, Kefalas G (2019) Identifying spatial mismatches between the supply and demand of ecosystem services to achieve a sustainable management regime in the Ionian Islands (Western Greece). Land Use Policy 88:104171

    Article  Google Scholar 

  • Maes J, Egoh B, Willemen L, Liquete C, Vihervaara P, Schägner JP et al (2012) Mapping ecosystem services for policy support and decision making in the European Union. Ecosys Serv 1:31–39

    Article  Google Scholar 

  • Maron M, Mitchell MGE, Runting RK, Rhodes JR, Mace GM, Keith DA et al (2017) Towards a Threat Assessment Framework for Ecosystem Services. Trends Ecol Evol 32:240–248

    Article  Google Scholar 

  • McGranahan DA, Brown PW, Schulte LA, Tyndall JC (2015) Associating conservation/production patterns in US farm policy with agricultural land-use in three Iowa, USA townships, 1933–2002. Land Use Policy 45:76–85

    Article  Google Scholar 

  • Meng S, Huang Q, Zhang L, He C, Inostroza L, Bai Y et al (2020) Matches and mismatches between the supply of and demand for cultural ecosystem services in rapidly urbanizing watersheds: a case study in the Guanting Reservoir basin, China. Ecosys Serv 45:101156

    Article  Google Scholar 

  • Paetzold A, Warren PH, Maltby LL (2010) A framework for assessing ecological quality based on ecosystem services. Ecol Complex 7:273–281

    Article  Google Scholar 

  • Pan Z, Wang J (2021) Spatially heterogeneity response of ecosystem services supply and demand to urbanization in China. Ecol Eng 169:106303

    Article  Google Scholar 

  • Peng J, Tian L, Liu Y, Zhao M, Hu Y, Wu J (2017) Ecosystem services response to urbanization in metropolitan areas: thresholds identification. Sci Total Environ 607-608:706–714

    Article  CAS  Google Scholar 

  • Peng J, Wang X, Liu Y, Zhao Y, Xu Z, Zhao M et al (2020) Urbanization impact on the supply-demand budget of ecosystem services: Decoupling analysis. Ecosys Serv 44:101139

    Article  Google Scholar 

  • Qiao X, Gu Y, Zou C, Xu D, Wang L, Ye X et al (2019) Temporal variation and spatial scale dependency of the trade-offs and synergies among multiple ecosystem services in the Taihu Lake Basin of China. Sci Total Environ 651:218–229

    Article  CAS  Google Scholar 

  • Qun W, Yongle L, Siqi Y (2015) The incentives of China’s urban land finance. Land Use Policy 42:432–442

    Article  Google Scholar 

  • Sanchez L, Reames TG (2019) Cooling Detroit: A socio-spatial analysis of equity in green roofs as an urban heat island mitigation strategy. Urban For Urban Green 44:126331

    Article  Google Scholar 

  • Sannigrahi S, Pilla F, Zhang Q, Chakraborti S, Wang Y, Basu B et al (2021) Examining the effects of green revolution led agricultural expansion on net ecosystem service values in India using multiple valuation approaches. J Environ Manag 277:111381

    Article  Google Scholar 

  • Schirpke U, Tscholl S, Tasser E (2020) Spatio-temporal changes in ecosystem service values: effects of land-use changes from past to future (1860-2100). J Environ Manag 272:111068

    Article  Google Scholar 

  • Schröter M, Remme RP, Hein L (2012) How and where to map supply and demand of ecosystem services for policy-relevant outcomes? Ecol Indic 23:220–221

    Article  Google Scholar 

  • Seppelt R, Dormann CF, Eppink FV, Lautenbach S, Schmidt S (2011) A quantitative review of ecosystem service studies: approaches, shortcomings and the road ahead. J Appl Ecol 48:630–636

    Article  Google Scholar 

  • Shen J, Du S, Huang Q, Yin J, Zhang M, Wen J et al (2019) Mapping the city-scale supply and demand of ecosystem flood regulation services—a case study in Shanghai. Ecol Indic 106:105544

    Article  Google Scholar 

  • Song F, Su F, Mi C, Sun D (2021) Analysis of driving forces on wetland ecosystem services value change: a case in Northeast China. Sci Total Environ 751:141778

    Article  CAS  Google Scholar 

  • Sun X, Tang H, Yang P, Hu G, Liu Z, Wu J (2020) Spatiotemporal patterns and drivers of ecosystem service supply and demand across the conterminous United States: a multiscale analysis. Sci Total Environ 703:135005

    Article  CAS  Google Scholar 

  • Syrbe R-U, Walz U (2012) Spatial indicators for the assessment of ecosystem services: providing, benefiting and connecting areas and landscape metrics. Ecol Indic 21:80–88

    Article  Google Scholar 

  • Tallis M, Taylor G, Sinnett D, Freer-Smith P (2011) Estimating the removal of atmospheric particulate pollution by the urban tree canopy of London, under current and future environments. Landsc Urban Plan 103:129–138

    Article  Google Scholar 

  • Tao Y, Wang H, Ou W, Guo J (2018) A land-cover-based approach to assessing ecosystem services supply and demand dynamics in the rapidly urbanizing Yangtze River Delta region. Land Use Policy 72:250–258

    Article  Google Scholar 

  • Tian L (2015) Land use dynamics driven by rural industrialization and land finance in the peri-urban areas of China: “The examples of Jiangyin and Shunde”. Land Use Policy 45:117–127

    Article  Google Scholar 

  • Van der Biest K, Meire P, Schellekens T, D’Hondt B, Bonte D, Vanagt T et al (2020) Aligning biodiversity conservation and ecosystem services in spatial planning: focus on ecosystem processes. Sci Total Environ 712:136350

    Article  Google Scholar 

  • Wei H, Fan W, Wang X, Lu N, Dong X, Zhao Y et al (2017) Integrating supply and social demand in ecosystem services assessment: a review. Ecosys Serv 25:15–27

    Article  Google Scholar 

  • Wu C, Chen B, Huang X, Dennis Wei YH (2020) Effect of land-use change and optimization on the ecosystem service values of Jiangsu province, China. Ecol Indic 117:106507

    Article  Google Scholar 

  • Wu Y, Zhang X, Li C, Xu Y, Hao F, Yin G (2021) Ecosystem service trade-offs and synergies under influence of climate and land cover change in an afforested semiarid basin, China. Ecol Eng 159:106083

    Article  Google Scholar 

  • Xia Y, Li Y, Guan D, Tinoco DM, Xia J, Yan Z et al (2018) Assessment of the economic impacts of heat waves: a case study of Nanjing, China. J Clean Prod 171:811–819

    Article  Google Scholar 

  • Xie Z, Li X, Chi Y, Jiang D, Zhang Y, Ma Y et al (2021) Ecosystem service value decreases more rapidly under the dual pressures of land use change and ecological vulnerability: a case study in Zhujiajian Island. Ocean Coast Manag 201:105493

    Article  Google Scholar 

  • Xin R, Skov-Petersen H, Zeng J, Zhou J, Li K, Hu J et al (2021) Identifying key areas of imbalanced supply and demand of ecosystem services at the urban agglomeration scale: a case study of the Fujian Delta in China. Sci Total Environ 791:148173

    Article  CAS  Google Scholar 

  • Xu Q, Yang R, Zhuang D, Lu Z (2021) Spatial gradient differences of ecosystem services supply and demand in the Pearl River Delta region. J Clean Prod 279:123849

    Article  Google Scholar 

  • Yi H, Guneralp B, Kreuter UP, Guneralp I, Filippi AM (2018) Spatial and temporal changes in biodiversity and ecosystem services in the San Antonio River Basin, Texas, from 1984 to 2010. Sci Total Environ 619-620:1259–1271

    Article  CAS  Google Scholar 

  • Yu Q-w, Wu F-p, Zhang Z-F, Wan Z-c, Shen J-y, Zhang L-N (2021) Technical inefficiency, abatement cost and substitutability of industrial water pollutants in Jiangsu Province, China. J Clean Prod 280:124260

    Article  CAS  Google Scholar 

  • Zhang H, Wang S, Hao J, Wang X, Wang S, Chai F et al (2016) Air pollution and control action in Beijing. J Clean Prod 112:1519–1527

    Article  CAS  Google Scholar 

  • Zhang Z, Gao J, Fan X, Lan Y, Zhao M (2017) Response of ecosystem services to socioeconomic development in the Yangtze River Basin, China. Ecol Indic 72:481–493

    Article  Google Scholar 

Download references

Acknowledgements

Not applicable.

Funding

This research was supported by the National Natural Science Foundation of China (Grant No. 41871083 and No. 41701371).

Author information

Authors and Affiliations

Authors

Contributions

Y.Z.: conceptualization, methodology, writing original draft preparation, visualization, validation. J.L.: investigation, writing-reviewing. L.P.: Supervision, funding acquisition.

Corresponding author

Correspondence to Lijie Pu.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Philippe Garrigues

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

ESM 1

(PDF 998 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, Y., Li, J. & Pu, L. Quantifying ecosystem service mismatches for land use planning: spatial-temporal characteristics and novel approach—a case study in Jiangsu Province, China. Environ Sci Pollut Res 29, 26483–26497 (2022). https://doi.org/10.1007/s11356-021-17764-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-17764-0

Keywords

Navigation