70 %, and four others yielded an R2 value of approximately 50 %. Nine models included both NPP and SIC, but these two indicators did not necessarily have a dominant effect. Our approach was also found to greatly improve the performance of models using single-indicator-based proxies. We conclude that this valuation approach based on productivity and biodiversity achieves a new balance of rapidity and accuracy for ESV and can be used to redesign the application of unit value transfer to improve the validity of ESV under certain budget or data constraints."> 70 %, and four others yielded an R2 value of approximately 50 %. Nine models included both NPP and SIC, but these two indicators did not necessarily have a dominant effect. Our approach was also found to greatly improve the performance of models using single-indicator-based proxies. We conclude that this valuation approach based on productivity and biodiversity achieves a new balance of rapidity and accuracy for ESV and can be used to redesign the application of unit value transfer to improve the validity of ESV under certain budget or data constraints.">
[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/eee/ecoser/v57y2022ics2212041622000626.html
   My bibliography  Save this article

Are productivity and biodiversity adequate predictors for rapid assessment of forest ecosystem services values?

Author

Listed:
  • Zhou, Peng
  • Zhang, Haijie
  • Huang, Bei
  • Ji, Yongli
  • Peng, Shaolin
  • Zhou, Ting
Abstract
Ecosystem service valuation (ESV) has become a widely recognized means of orienting decision-making about environmental management. However, the economic valuation methods with primary data are complicated and time-consuming. Motivated by widely used land cover-based (using ecosystem services per unit area as a proxy) or productivity-based valuation approaches, this study determines the feasibility and reliability of an approach for rapid ESV modeling using a limited number of indicators. The ecosystem service cascade shows that indicators representing ecosystem structure and function are critical for ESV. We selected productivity (net primary productivity [NPP]) and biodiversity (with Shannon–Wiener index class [SIC] as a proxy) as the key predictors. Taking China’s forest ecosystems as an example, we conducted a literature search to collect primary valuation data following a standardized procedure, and a total of 847 value estimates for 11 regulating services were used for predictive modeling. We set up the initial regression models incorporating four additional qualitative context variables. A strong hierarchical lasso was used to identify the interaction items within them, and 10-fold cross-validation was performed to select the optimal model. The results show that at least one variable has a significant effect on the final model for each ecosystem service. Five models yielded an R2 value of > 70 %, and four others yielded an R2 value of approximately 50 %. Nine models included both NPP and SIC, but these two indicators did not necessarily have a dominant effect. Our approach was also found to greatly improve the performance of models using single-indicator-based proxies. We conclude that this valuation approach based on productivity and biodiversity achieves a new balance of rapidity and accuracy for ESV and can be used to redesign the application of unit value transfer to improve the validity of ESV under certain budget or data constraints.

Suggested Citation

  • Zhou, Peng & Zhang, Haijie & Huang, Bei & Ji, Yongli & Peng, Shaolin & Zhou, Ting, 2022. "Are productivity and biodiversity adequate predictors for rapid assessment of forest ecosystem services values?," Ecosystem Services, Elsevier, vol. 57(C).
    • Handle: RePEc:eee:ecoser:v:57:y:2022:i:c:s2212041622000626
    DOI: 10.1016/j.ecoser.2022.101466
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212041622000626
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecoser.2022.101466?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. de Groot, Rudolf & Brander, Luke & van der Ploeg, Sander & Costanza, Robert & Bernard, Florence & Braat, Leon & Christie, Mike & Crossman, Neville & Ghermandi, Andrea & Hein, Lars & Hussain, Salman & , 2012. "Global estimates of the value of ecosystems and their services in monetary units," Ecosystem Services, Elsevier, vol. 1(1), pages 50-61.
    2. Costanza, Robert & d'Arge, Ralph & de Groot, Rudolf & Farber, Stephen & Grasso, Monica & Hannon, Bruce & Limburg, Karin & Naeem, Shahid & O'Neill, Robert V. & Paruelo, Jose, 1998. "The value of ecosystem services: putting the issues in perspective," Ecological Economics, Elsevier, vol. 25(1), pages 67-72, April.
    3. de Groot, Rudolf S. & Wilson, Matthew A. & Boumans, Roelof M. J., 2002. "A typology for the classification, description and valuation of ecosystem functions, goods and services," Ecological Economics, Elsevier, vol. 41(3), pages 393-408, June.
    4. Zhang, Biao & Li, Wenhua & Xie, Gaodi, 2010. "Ecosystem services research in China: Progress and perspective," Ecological Economics, Elsevier, vol. 69(7), pages 1389-1395, May.
    5. Marre, Jean-Baptiste & Billé, Raphaël, 2019. "A demand-driven approach to ecosystem services economic valuation: Lessons from Pacific island countries and territories," Ecosystem Services, Elsevier, vol. 39(C).
    6. Gómez-Baggethun, Erik & de Groot, Rudolf & Lomas, Pedro L. & Montes, Carlos, 2010. "The history of ecosystem services in economic theory and practice: From early notions to markets and payment schemes," Ecological Economics, Elsevier, vol. 69(6), pages 1209-1218, April.
    7. Costanza, Robert, 1998. "The value of ecosystem services," Ecological Economics, Elsevier, vol. 25(1), pages 1-2, April.
    8. Jiang, Wei, 2017. "Ecosystem services research in China: A critical review," Ecosystem Services, Elsevier, vol. 26(PA), pages 10-16.
    9. Bagstad, Kenneth J. & Semmens, Darius J. & Waage, Sissel & Winthrop, Robert, 2013. "A comparative assessment of decision-support tools for ecosystem services quantification and valuation," Ecosystem Services, Elsevier, vol. 5(C), pages 27-39.
    10. Lars Gamfeldt & Tord Snäll & Robert Bagchi & Micael Jonsson & Lena Gustafsson & Petter Kjellander & María C. Ruiz-Jaen & Mats Fröberg & Johan Stendahl & Christopher D. Philipson & Grzegorz Mikusiński , 2013. "Higher levels of multiple ecosystem services are found in forests with more tree species," Nature Communications, Nature, vol. 4(1), pages 1-8, June.
    11. Verkerk, P.J. & Mavsar, R. & Giergiczny, M. & Lindner, M. & Edwards, D. & Schelhaas, M.J., 2014. "Assessing impacts of intensified biomass production and biodiversity protection on ecosystem services provided by European forests," Ecosystem Services, Elsevier, vol. 9(C), pages 155-165.
    12. Forest Isbell & Vincent Calcagno & Andy Hector & John Connolly & W. Stanley Harpole & Peter B. Reich & Michael Scherer-Lorenzen & Bernhard Schmid & David Tilman & Jasper van Ruijven & Alexandra Weigel, 2011. "High plant diversity is needed to maintain ecosystem services," Nature, Nature, vol. 477(7363), pages 199-202, September.
    13. Costanza, Robert & Fisher, Brendan & Mulder, Kenneth & Liu, Shuang & Christopher, Treg, 2007. "Biodiversity and ecosystem services: A multi-scale empirical study of the relationship between species richness and net primary production," Ecological Economics, Elsevier, vol. 61(2-3), pages 478-491, March.
    14. Costanza, Robert & d'Arge, Ralph & de Groot, Rudolf & Farber, Stephen & Grasso, Monica & Hannon, Bruce & Limburg, Karin & Naeem, Shahid & O'Neill, Robert V. & Paruelo, Jose, 1998. "The value of the world's ecosystem services and natural capital," Ecological Economics, Elsevier, vol. 25(1), pages 3-15, April.
    15. Wang, Yahui & Dai, Erfu & Yin, Le & Ma, Liang, 2018. "Land use/land cover change and the effects on ecosystem services in the Hengduan Mountain region, China," Ecosystem Services, Elsevier, vol. 34(PA), pages 55-67.
    16. Brett A. Bryan & Lei Gao & Yanqiong Ye & Xiufeng Sun & Jeffery D. Connor & Neville D. Crossman & Mark Stafford-Smith & Jianguo Wu & Chunyang He & Deyong Yu & Zhifeng Liu & Ang Li & Qingxu Huang & Hai , 2018. "China’s response to a national land-system sustainability emergency," Nature, Nature, vol. 559(7713), pages 193-204, July.
    17. Bradley J. Cardinale & J. Emmett Duffy & Andrew Gonzalez & David U. Hooper & Charles Perrings & Patrick Venail & Anita Narwani & Georgina M. Mace & David Tilman & David A. Wardle & Ann P. Kinzig & Gre, 2012. "Biodiversity loss and its impact on humanity," Nature, Nature, vol. 486(7401), pages 59-67, June.
    18. Costanza, Robert & de Groot, Rudolf & Braat, Leon & Kubiszewski, Ida & Fioramonti, Lorenzo & Sutton, Paul & Farber, Steve & Grasso, Monica, 2017. "Twenty years of ecosystem services: How far have we come and how far do we still need to go?," Ecosystem Services, Elsevier, vol. 28(PA), pages 1-16.
    19. Maes, Joachim & Liquete, Camino & Teller, Anne & Erhard, Markus & Paracchini, Maria Luisa & Barredo, José I. & Grizzetti, Bruna & Cardoso, Ana & Somma, Francesca & Petersen, Jan-Erik & Meiner, Andrus , 2016. "An indicator framework for assessing ecosystem services in support of the EU Biodiversity Strategy to 2020," Ecosystem Services, Elsevier, vol. 17(C), pages 14-23.
    20. Richardson, Leslie & Loomis, John & Kroeger, Timm & Casey, Frank, 2015. "The role of benefit transfer in ecosystem service valuation," Ecological Economics, Elsevier, vol. 115(C), pages 51-58.
    21. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    22. Potschin-Young, M. & Haines-Young, R. & Görg, C. & Heink, U. & Jax, K. & Schleyer, C., 2018. "Understanding the role of conceptual frameworks: Reading the ecosystem service cascade," Ecosystem Services, Elsevier, vol. 29(PC), pages 428-440.
    23. Lu, Hongfang & Campbell, Elliott T. & Campbell, Daniel E. & Wang, Changwei & Ren, Hai, 2017. "Dynamics of ecosystem services provided by subtropical forests in Southeast China during succession as measured by donor and receiver value," Ecosystem Services, Elsevier, vol. 23(C), pages 248-258.
    24. Jean-Baptiste Marre & Olivier Thebaud & Sean Pascoe & Sarah Jennings & Jean Boncoeur & Louisa Coglan, 2016. "Is economic valuation of ecosystem services useful to decision-makers? Lessons learned from Australian coastal and marine management," Post-Print hal-02152556, HAL.
    25. Bradley J. Cardinale & J. Emmett Duffy & Andrew Gonzalez & David U. Hooper & Charles Perrings & Patrick Venail & Anita Narwani & Georgina M. Mace & David Tilman & David A.Wardle & Ann P. Kinzig & Gret, 2012. "Correction: Corrigendum: Biodiversity loss and its impact on humanity," Nature, Nature, vol. 489(7415), pages 326-326, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kim, Jihwan & Shin, Wonhyeop & Kim, Seunguk & Choe, Hyeyeong & Tanaka, Toshinori & Song, Youngkeun, 2024. "Use of ecosystem services and land ownership to prioritize conservation areas on Jeju Island, Republic of Korea," Ecosystem Services, Elsevier, vol. 66(C).
    2. Haojun Xiong & Haozhi Hu & Pingyang Han & Min Wang, 2023. "Integrating Landscape Ecological Risks and Ecosystem Service Values into the Ecological Security Pattern Identification of Wuhan Urban Agglomeration," IJERPH, MDPI, vol. 20(4), pages 1-21, February.
    3. Mingqing Liu & Chaozheng Zhang & Xiaoyu Sun & Xupeng Zhang & Dongming Liao & Jiao Hou & Yaya Jin & Gaohui Wen & Bin Jiang, 2023. "Spatial Differentiation and Driving Mechanisms of Ecosystem Service Value Change in Rural Land Consolidation: Evidence from Hubei, China," Land, MDPI, vol. 12(6), pages 1-17, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    2. Kubiszewski, Ida & Concollato, Luke & Costanza, Robert & Stern, David I., 2023. "Changes in authorship, networks, and research topics in ecosystem services," Ecosystem Services, Elsevier, vol. 59(C).
    3. Reed, James & van Vianen, Josh & Foli, Samson & Clendenning, Jessica & Yang, Kevin & MacDonald, Margaret & Petrokofsky, Gillian & Padoch, Christine & Sunderland, Terry, 2017. "Trees for life: The ecosystem service contribution of trees to food production and livelihoods in the tropics," Forest Policy and Economics, Elsevier, vol. 84(C), pages 62-71.
    4. Häyhä, Tiina & Franzese, Pier Paolo, 2014. "Ecosystem services assessment: A review under an ecological-economic and systems perspective," Ecological Modelling, Elsevier, vol. 289(C), pages 124-132.
    5. Mayer, Andreas & Kaufmann, Lisa & Kalt, Gerald & Matej, Sarah & Theurl, Michaela C. & Morais, Tiago G. & Leip, Adrian & Erb, Karl-Heinz, 2021. "Applying the Human Appropriation of Net Primary Production framework to map provisioning ecosystem services and their relation to ecosystem functioning across the European Union," Ecosystem Services, Elsevier, vol. 51(C).
    6. Costanza, Robert & de Groot, Rudolf & Braat, Leon & Kubiszewski, Ida & Fioramonti, Lorenzo & Sutton, Paul & Farber, Steve & Grasso, Monica, 2017. "Twenty years of ecosystem services: How far have we come and how far do we still need to go?," Ecosystem Services, Elsevier, vol. 28(PA), pages 1-16.
    7. Marull, Joan & Padró, Roc & Cirera, Jacob & Giocoli, Annalisa & Pons, Manel & Tello, Enric, 2021. "A socioecological integrated analysis of the Barcelona metropolitan agricultural landscapes," Ecosystem Services, Elsevier, vol. 51(C).
    8. Fan, Fan & Henriksen, Christian Bugge & Porter, John, 2016. "Valuation of ecosystem services in organic cereal crop production systems with different management practices in relation to organic matter input," Ecosystem Services, Elsevier, vol. 22(PA), pages 117-127.
    9. Jiang, Wei & Wu, Tong & Fu, Bojie, 2021. "The value of ecosystem services in China: A systematic review for twenty years," Ecosystem Services, Elsevier, vol. 52(C).
    10. Nápoles-Vértiz, Sonia & Caro-Borrero, Angela, 2024. "Conceptual diversity and application of ecosystem services and disservices: A systematic review," Ecosystem Services, Elsevier, vol. 67(C).
    11. Ochoa, Vivian & Urbina-Cardona, Nicolás, 2017. "Tools for spatially modeling ecosystem services: Publication trends, conceptual reflections and future challenges," Ecosystem Services, Elsevier, vol. 26(PA), pages 155-169.
    12. Kieslich, Marcus & Salles, Jean-Michel, 2021. "Implementation context and science-policy interfaces: Implications for the economic valuation of ecosystem services," Ecological Economics, Elsevier, vol. 179(C).
    13. Stoeckl, Natalie & Condie, Scott & Anthony, Ken, 2021. "Assessing changes to ecosystem service values at large geographic scale: A case study for Australia’s Great Barrier Reef," Ecosystem Services, Elsevier, vol. 51(C).
    14. Nathalie Hilmi & Ritu Basu & Matías Crisóstomo & Lara Lebleu & Joachim Claudet & Davide Seveso, 2023. "The pressures and opportunities for coral reef preservation and restoration in the Maldives," Post-Print hal-04033524, HAL.
    15. Daniels, Silvie & Bellmore, J. Ryan & Benjamin, Joseph R. & Witters, Nele & Vangronsveld, Jaco & Van Passel, Steven, 2018. "Quantification of the Indirect Use Value of Functional Group Diversity Based on the Ecological Role of Species in the Ecosystem," Ecological Economics, Elsevier, vol. 153(C), pages 181-194.
    16. Chen, Haojie & Costanza, Robert & Kubiszewski, Ida, 2022. "Legitimacy and limitations of valuing the oxygen production of ecosystems," Ecosystem Services, Elsevier, vol. 58(C).
    17. María del Pilar García Pachón, 2016. "Instrumentos Económicos Y Financieros Para La Gestión Ambiental," Books, Universidad Externado de Colombia, Facultad de Derecho, number 853.
    18. Martínez-Jauregui, María & White, Piran C.L. & Touza, Julia & Soliño, Mario, 2019. "Untangling perceptions around indicators for biodiversity conservation and ecosystem services," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
    19. Zhufeng Hou & Guanghui Lv & Lamei Jiang, 2021. "Functional Diversity Can Predict Ecosystem Functions Better Than Dominant Species: The Case of Desert Plants in the Ebinur Lake Basin," Sustainability, MDPI, vol. 13(5), pages 1-13, March.
    20. Zilio, Mariana I. & Alfonso, M. Belén & Ferrelli, Federico & Perillo, Gerardo M.E. & Piccolo, M. Cintia, 2017. "Ecosystem services provision, tourism and climate variability in shallow lakes: The case of La Salada, Buenos Aires, Argentina," Tourism Management, Elsevier, vol. 62(C), pages 208-217.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecoser:v:57:y:2022:i:c:s2212041622000626. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/ecosystem-services .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.