Log in

Spatial heterogeneity analysis of matching degree between endangered plant diversity and ecosystem services in **shuangbanna

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

Abstract

Biodiversity and ecosystem services (ESs) are closely linked. Human activities have caused critical damage to the habitat and ecosystem function of organisms, leading to decline in global biodiversity and ecosystem services. To ensure sustainable development of local ecological environments, it is critical to analyze the spatial matching degree of biodiversity and ESs and identify ecologically vulnerable areas. Taking **shuangbanna, southern China, as an example, we constructed a pixel-scale matching degree index to analyze the spatial matching degree of endangered plant diversity (EPD) and four ESs and classified the matching degree into low-low, low-high, high-low, and high-high four types. The results revealed a mismatch relationship of EPD and ESs in more than 70% of areas. Under the influence of altitude and land use/land cover (LULC) type, the matching degree of EPD and ESs showed obvious spatial heterogeneity. In low-altitude areas in the south of **shuangbanna, EPD and ESs mainly showed mismatch, while high-altitude areas in the west had a better match. Natural forest was the main land cover in which EPD and ESs showed high-high match and its areal proportion was much larger than that of rubber plantation, tea plantation, and cropland. Our findings also stress the need to concentrate conservation efforts on areas exhibiting a low-low match relationship, indicative of potential ecological vulnerability. The pixel-scale spatial matching degree analysis framework developed in this study for EPD and ESs provides high-resolution maps with 30 m × 30 m pixel size, which can support the implementation of ecological protection measures and policy formulation, and has a wide range of applicability. This study provides valuable insights for the sustainable management of biodiversity and ESs, contributing to the strengthening of local ecological environment protection.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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 used and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Alroy J (2017) Effects of habitat disturbance on tropical forest biodiversity. Proc Natl Acad Sci 114:6056

    CAS  Google Scholar 

  • Bagstad KJ, Semmens DJ, Ancona ZH, Sherrouse BC (2017) Evaluating alternative methods for biophysical and cultural ecosystem services hotspot map** in natural resource planning. Landscape Ecol 32:77–97

    Google Scholar 

  • Bai Y, Chen Y, Alatalo JM, Yang Z, Jiang B (2020) Scale effects on the relationships between land characteristics and ecosystem services-a case study in Taihu Lake Basin, China. Sci Total Environ 716:137083

    CAS  Google Scholar 

  • 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

    Google Scholar 

  • Bai Y, Wong CP, Jiang B, Hughes AC, Wang M, Wang Q (2018) Develo** China’s Ecological Redline Policy using ecosystem services assessments for land use planning. Nat Commun 9:1–13

    Google Scholar 

  • Bai Y, Zhuang C, Ouyang Z, Zheng H, Jiang B (2011) Spatial characteristics between biodiversity and ecosystem services in a human-dominated watershed. Ecol Complex 8:177–183

    Google Scholar 

  • Barlow J, França F, Gardner TA, Hicks CC, Lennox GD, Berenguer E, Castello L, Economo EP, Ferreira J, Guénard B, Gontijo Leal C, Isaac V, Lees AC, Parr CL, Wilson SK, Young PJ, Graham NAJ (2018) The future of hyperdiverse tropical ecosystems. Nature 559:517–526

    CAS  Google Scholar 

  • Becker A, Körner C, Brun J, Guisan A, Tappeiner U (2007) Ecological and land use studies along elevational gradients. Mt Res Dev 27:58–65

    Google Scholar 

  • Blumstein M, Thompson JR (2015) Land-use impacts on the quantity and configuration of ecosystem service provisioning in Massachusetts, USA. J Appl Ecol 52:1009–1019

    Google Scholar 

  • Bongaarts J, IPBES, (2019) Summary for policymakers of the global assessment report on biodiversity and ecosystem services of the intergovernmental science-policy platform on biodiversity and ecosystem services[J]. Popul Dev Rev 45(3):680–681

    Google Scholar 

  • Bullock JM, Aronson J, Newton AC, Pywell RF, Rey-Benayas JM (2011) Restoration of ecosystem services and biodiversity: conflicts and opportunities. Trends Ecol Evol 26:541–549

    Google Scholar 

  • Bustamante MM, Silva JS, Scariot A, Sampaio AB, Mascia DL, Garcia E, Sano E, Fernandes GW, Durigan G, Roitman I (2019) Ecological restoration as a strategy for mitigating and adapting to climate change: lessons and challenges from Brazil. Mitig Adapt Strat Gl 24:1249–1270

    Google Scholar 

  • Carter Berry Z, Jones KW, Gomez Aguilar LR, Congalton RG, Holwerda F, Kolka R, Looker N, Lopez Ramirez SM, Manson R, Mayer A, Muñoz-Villers L, Ortiz Colin P, Romero-Uribe H, Saenz L, Von Thaden JJ, Vizcaíno Bravo MQ, Williams-Linera G, Asbjornsen H (2020) Evaluating ecosystem service trade-offs along a land-use intensification gradient in central Veracruz, Mexico. Ecosyst Serv 45:101181

    Google Scholar 

  • Chazdon RL (2008) Beyond deforestation: restoring forests and ecosystem services on degraded lands. Science 320:1458–1460

    CAS  Google Scholar 

  • Curtis PG, Slay CM, Harris NL, Tyukavina A, Hansen MC (2018) Classifying drivers of global forest loss. Science 361:1108

    CAS  Google Scholar 

  • de Groot RS, Wilson MA, Boumans RMJ (2002) A typology for the classification, description and valuation of ecosystem functions, goods and services. Ecol Econ 41:393–408

    Google Scholar 

  • Faber JH, van Wensem J (2012) Elaborations on the use of the ecosystem services concept for application in ecological risk assessment for soils. Sci Total Environ 415:3–8

    CAS  Google Scholar 

  • Fang Z, Bai Y, Jiang B, Alatalo JM, Liu G, Wang H (2020) Quantifying variations in ecosystem services in altitude-associated vegetation types in a tropical region of China. Sci Total Environ 726:138565

    CAS  Google Scholar 

  • Fang Z, Ding T, Chen J, Xue S, Zhou Q, Wang Y, Wang Y, Huang Z, Yang S (2022) Impacts of land use/land cover changes on ecosystem services in ecologically fragile regions. Sci Total Environ 831:154967

    CAS  Google Scholar 

  • Goldstein JH, Caldarone G, Duarte TK, Ennaanay D, Hannahs N, Mendoza G, Polasky S, Wolny S, Daily GC (2012) Integrating ecosystem-service tradeoffs into land-use decisions. Proc Natl Acad Sci 109:7565–7570

    CAS  Google Scholar 

  • González-García A, Palomo I, González JA, García-Díez V, García-Llorente M, Montes C (2022) Biodiversity and ecosystem services map**: can it reconcile urban and protected area planning? Sci Total Environ 803:150048

    Google Scholar 

  • Hermoso V, Cattarino L, Linke S, Kennard MJ (2018) Catchment zoning to enhance co-benefits and minimize trade-offs between ecosystem services and freshwater biodiversity conservation. Aquat Conserv: Mar Freshw Ecosyst 28:1004–1014

    Google Scholar 

  • Hong Y, Ding Q, Zhou T, Kong L, Wang M, Zhang J, Yang W (2020) Ecosystem service bundle index construction, spatiotemporal dynamic display, and driving force analysis. Ecosyst Health Sust 6:1843972

    Google Scholar 

  • Hou Y, Li B, Müller F, Fu Q, Chen W (2018) A conservation decision-making framework based on ecosystem service hotspot and interaction analyses on multiple scales. Sci Total Environ 643:277–291

    CAS  Google Scholar 

  • Huang Z, Qian L, Cao W (2022) Develo** a novel approach integrating ecosystem services and biodiversity for identifying priority ecological reserves. Resour Conser Recycl 179:106128

    Google Scholar 

  • Karimi A, Yazdandad H, Fagerholm N (2020) Evaluating social perceptions of ecosystem services, biodiversity, and land management: trade-offs, synergies and implications for landscape planning and management. Ecosyst Serv 45:101188

    Google Scholar 

  • Kim I, Arnhold S, Ahn S, Le QB, Kim SJ, Park SJ, Koellner T (2019) Land use change and ecosystem services in mountainous watersheds: predicting the consequences of environmental policies with cellular automata and hydrological modeling. Environ Modell Softw 122:103982

    Google Scholar 

  • Knoke T, Kindu M, Schneider T, Gobakken T (2021) Inventory of forest attributes to support the integration of non-provisioning ecosystem services and biodiversity into forest planning—from collecting data to providing information. Curr For Rep 7:38–58

    Google Scholar 

  • Kumar P (2011) The economics of ecosystems and biodiversity : ecological and economic foundations. Earthscan

    Google Scholar 

  • Li W, Liu P, Guo X, Wang L, Wang Q, Yu Y, Dai Y, Li L, Zhang L (2018) Human-elephant conflict in **shuangbanna Prefecture, China: distribution, diffusion, and mitigation. Glob Ecol Conserv 16:e462

    Google Scholar 

  • Liu C, White M, Newell G (2013) Selecting thresholds for the prediction of species occurrence with presence-only data. J Biogeogr 40:778–789

    Google Scholar 

  • Liu S, Yin Y, Liu X, Cheng F, Yang J, Li J, Dong S, Zhu A (2017) Ecosystem services and landscape change associated with plantation expansion in a tropical rainforest region of Southwest China. Ecol Model 353:129–138

    Google Scholar 

  • Liu Y, Lü Y, Zhao M, Fu B (2023) Integrative analysis of biodiversity, ecosystem services, and ecological vulnerability can facilitate improved spatial representation of nature reserves. Sci Total Environ 879:163096

    CAS  Google Scholar 

  • Milheiras SG, Mace GM (2019) Assessing ecosystem service provision in a tropical region with high forest cover: Spatial overlap and the impact of land use change in Amapá, Brazil. Ecol Indic 99:12–18

    Google Scholar 

  • Myers N, Mittermeier RA, Mittermeier CG, Da Fonseca GA, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403:853–858

    CAS  Google Scholar 

  • Narain D, Teo HC, Lechner AM, Watson JEM, Maron M (2022) Biodiversity risks and safeguards of China’s hydropower financing in Belt and Road Initiative (BRI) countries. One Earth 5(9):1019–1029

    Google Scholar 

  • Newbold T, Hudson LN, Hill SLL, Contu S, Lysenko I, Senior RA, Börger L, Bennett DJ, Choimes A, Collen B, Day J, De Palma A, Díaz S, Echeverria-Londoño S, Edgar MJ, Feldman A, Garon M, Harrison MLK, Alhusseini T et al (2015) Global effects of land use on local terrestrial biodiversity. Nature 520:45–50

    CAS  Google Scholar 

  • Ouyang Z, Zheng H, **ao Y, Polasky S, Liu J, Xu W, Wang Q, Zhang L, **ao Y, Rao E, Jiang L, Lu F, Wang X, Yang G, Gong S, Wu B, Zeng Y, Yang W, Daily GC (2016) Improvements in ecosystem services from investments in natural capital. Science 352:1455

    CAS  Google Scholar 

  • Pelorosso R, Gobattoni F, Geri F, Monaco R, Leone A (2016) Evaluation of ecosystem services related to Bio-Energy Landscape Connectivity (BELC) for land use decision making across different planning scales. Ecol Indic 61:114–129

    Google Scholar 

  • Phillips SJ, Anderson RP, Schapire RE (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259

    Google Scholar 

  • Plieninger T, Torralba M, Hartel T, Fagerholm N (2019) Perceived ecosystem services synergies, trade-offs, and bundles in European high nature value farming landscapes. Landscape Ecol 34:1565–1581

    Google Scholar 

  • Qiu J (2009) Where the rubber meets the garden: China’s leading conservation centre is facing down an onslaught of rubber plantations. Nature 457:246–248

    CAS  Google Scholar 

  • Raum S (2018) A framework for integrating systematic stakeholder analysis in ecosystem services research: stakeholder map** for forest ecosystem services in the UK. Ecosyst Serv 29:170–184

    Google Scholar 

  • Sannigrahi S, Zhang Q, Pilla F, Joshi PK, Basu B, Keesstra S, Roy PS, Wang Y, Sutton PC, Chakraborti S (2020) Responses of ecosystem services to natural and anthropogenic forcings: a spatial regression based assessment in the world’s largest mangrove ecosystem. Sci Total Environ 715:137004

    CAS  Google Scholar 

  • Schröter M, Remme RP (2016) Spatial prioritisation for conserving ecosystem services: comparing hotspots with heuristic optimisation. Landscape Ecol 31:431–450

    Google Scholar 

  • Sharp R, Tallis HT, Ricketts T, Guerry AD, Wood SA, Chaplin-Kramer R, ... Douglass J (2016) InVEST+ VERSION+ user’s guide. The natural capital project

  • Simoncini R, Ring I, Sandström C, Albert C, Kasymov U, Arlettaz R (2019) Constraints and opportunities for mainstreaming biodiversity and ecosystem services in the EU’s Common Agricultural Policy: insights from the IPBES assessment for Europe and Central Asia. Land Use Policy 88:104099

    Google Scholar 

  • Sun Y, Liu S, Liu Y, Dong Y, Li M, An Y, Shi F, Beazley R (2021) Effects of the interaction among climate, terrain and human activities on biodiversity on the Qinghai-Tibet Plateau. Sci Total Environ 794:148497

    CAS  Google Scholar 

  • Waldron A, Miller DC, Redding D, Mooers A, Kuhn TS, Nibbelink N, Roberts JT, Tobias JA, Gittleman JL (2017) Reductions in global biodiversity loss predicted from conservation spending. Nature 551:364–367

    CAS  Google Scholar 

  • Watson KB, Galford GL, Sonter LJ, Ricketts TH (2020) Conserving ecosystem services and biodiversity: measuring the tradeoffs involved in splitting conservation budgets. Ecosyst Serv 42:101063

    Google Scholar 

  • Wilson EO (1993) The Diversity of Life. JAMA-J Am Med Assoc 269:2006

    Google Scholar 

  • 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

    Google Scholar 

  • Xu W, **ao Y, Zhang J, Yang W, Zhang L, Hull V, Wang Z, Zheng H, Liu J, Polasky S, Jiang L, **ao Y, Shi X, Rao E, Lu F, Wang X, Daily GC, Ouyang Z (2017) Strengthening protected areas for biodiversity and ecosystem services in China. Proc Natl Acad Sci 114:1601

    CAS  Google Scholar 

  • Yang Z, Bai Y, Alatalo JM, Huang Z, Yang F, Pu X, Wang R, Yang W, Guo X (2021) Spatio-temporal variation in potential habitats for rare and endangered plants and habitat conservation based on the maximum entropy model. Sci Total Environ 784:147080

    CAS  Google Scholar 

Download references

Funding

This research was supported by the Key Research Program of Frontier Sciences, CAS (Grant No. ZDBS-LY-7011), Key Program of National Social Science Foundation of China (Grant No. 17AZZ008), and International Cooperation and Exchange of the National Natural Science Foundation of China (Grant No. 51861125101).

Author information

Authors and Affiliations

Authors

Contributions

Fan Zhang: conceptualization, writing—original draft preparation, methodology. Huimin Wang: conceptualization, writing—original draft preparation. Juha M. Alatalo: methodology. Yang Bai: conceptualization, writing—original draft preparation. Zhou Fang: methodology, software. Gang Liu: methodology. Yang Yang: visualization. Yanling Zhi: investigation. Shiliang Yang: data curation.

Corresponding author

Correspondence to Yang Bai.

Ethics declarations

Ethics approval

Not applicable.

Consent to participate

I am free to contact any of the people involved in the research to seek further clarification and information.

Consent for publication

The authors grant the journal/publisher the sole and exclusive license of the full copyright in the contribution. Consequently, the journal/publisher shall have the exclusive right throughout the world to publish and sell the contribution in all languages and in any form, i.e., hard copy, digital, and electronic form.

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.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, ., Wang, H., Alatalo, J.M. et al. Spatial heterogeneity analysis of matching degree between endangered plant diversity and ecosystem services in **shuangbanna. Environ Sci Pollut Res 30, 96891–96905 (2023). https://doi.org/10.1007/s11356-023-29172-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-023-29172-7

Keywords

Navigation