IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i6p737-d1400840.html
   My bibliography  Save this article

Investigating Endemic Species Conservation Hotspots Based on Species Distribution Models in Swat Region, Hindu Kush Pakistan

Author

Listed:
  • Shawkat Ali

    (Institute of Forestry and Conservation, University of Toronto, 33 Willcocks Street, Toronto, ON M5S-B3B, Canada
    Centre for Plant Science and Biodiversity, University of Swat, Charbagh 19130, Pakistan)

  • Haidar Ali

    (Centre for Plant Science and Biodiversity, University of Swat, Charbagh 19130, Pakistan)

  • Omid Ghadirian Baharanchi

    (Institute of Forestry and Conservation, University of Toronto, 33 Willcocks Street, Toronto, ON M5S-B3B, Canada)

  • Hassan Sher

    (Centre for Plant Science and Biodiversity, University of Swat, Charbagh 19130, Pakistan)

  • Rasoul Yousefpour

    (Institute of Forestry and Conservation, University of Toronto, 33 Willcocks Street, Toronto, ON M5S-B3B, Canada)

Abstract

For the effective conservation of plant species, it is imperative to manage habitat loss and fragmentation by establishing a protected area network that comprehensively encompasses their habitat. In this study, we identified the suitable habitats for some endemic plant species in the Swat District, Pakistan, to conduct a thorough analysis of proposed protected areas (hotspot areas). Utilizing data from a recent botanical survey, environmental parameters from World-Clim, and various other sources, we determined the habitat of each species using the MaxEnt species distribution model. The modeled habitat suitability for each species were combined to generate maps illustrating endemic richness (hotspots), as well as to prioritize areas based on conservation value and habitat suitability. Future climate projections spanning from 2000 to 2050 were acquired from the WorldClim database Nineteen bioclimatic variables were assessed, incorporating data from three global climate models: CCSM4, HadGEM2-AO, and MPI-ESM-LR. We modeled seven endemic species from the Swat District and, by combining their maps, found three hotspot areas which show more environmental suitability under future climatic conditions. The future model forecasts a significant decrease in population density by the year 2050. Currently, these species exhibit their highest density along the eastern and southern borders of the valley, particularly in the Karakar, Elum border, Mankial Kalam, and Gabral Kalam areas. The anticipated alterations in density and distribution could have a considerable impact not only on the tree species but also on the associated sub flora.

Suggested Citation

  • Shawkat Ali & Haidar Ali & Omid Ghadirian Baharanchi & Hassan Sher & Rasoul Yousefpour, 2024. "Investigating Endemic Species Conservation Hotspots Based on Species Distribution Models in Swat Region, Hindu Kush Pakistan," Land, MDPI, vol. 13(6), pages 1-18, May.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:6:p:737-:d:1400840
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/6/737/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/13/6/737/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Norman Myers & Russell A. Mittermeier & Cristina G. Mittermeier & Gustavo A. B. da Fonseca & Jennifer Kent, 2000. "Biodiversity hotspots for conservation priorities," Nature, Nature, vol. 403(6772), pages 853-858, February.
    2. Marc Hanewinkel & Dominik A. Cullmann & Mart-Jan Schelhaas & Gert-Jan Nabuurs & Niklaus E. Zimmermann, 2013. "Climate change may cause severe loss in the economic value of European forest land," Nature Climate Change, Nature, vol. 3(3), pages 203-207, March.
    Full references (including those not matched with items on IDEAS)

    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. Ji-Zhong Wan & Chun-Jing Wang & Fei-Hai Yu, 2017. "Spatial conservation prioritization for dominant tree species of Chinese forest communities under climate change," Climatic Change, Springer, vol. 144(2), pages 303-316, September.
    2. Laxmi D. Bhatta & Sunita Chaudhary & Anju Pandit & Himlal Baral & Partha J. Das & Nigel E. Stork, 2016. "Ecosystem Service Changes and Livelihood Impacts in the Maguri-Motapung Wetlands of Assam, India," Land, MDPI, vol. 5(2), pages 1-14, June.
    3. McLennan, D. & Sharma, R., 2012. "The Delivering Ecological Services Index (DESI)," Working papers 119, Rimisp Latin American Center for Rural Development.
    4. Caviedes, Julián & Ibarra, José Tomás & Calvet-Mir, Laura & Álvarez-Fernández, Santiago & Junqueira, André Braga, 2024. "Indigenous and local knowledge on social-ecological changes is positively associated with livelihood resilience in a Globally Important Agricultural Heritage System," Agricultural Systems, Elsevier, vol. 216(C).
    5. Maeda, Eduardo Eiji & Clark, Barnaby J.F. & Pellikka, Petri & Siljander, Mika, 2010. "Modelling agricultural expansion in Kenya's Eastern Arc Mountains biodiversity hotspot," Agricultural Systems, Elsevier, vol. 103(9), pages 609-620, November.
    6. Jaiswal, Sreeja & Balietti, Anca & Schäffer, Daniel, 2023. "Environmental Protection and Labor Market Composition," Working Papers 0736, University of Heidelberg, Department of Economics.
    7. Chomitz, Kenneth M. & Thomas, Timothy S. & Brandão, Antônio Salazar P., 2005. "The economic and environmental impact of trade in forest reserve obligations: a simulation analysis of options for dealing with habitat heterogeneity," Revista de Economia e Sociologia Rural (RESR), Sociedade Brasileira de Economia e Sociologia Rural, vol. 43(4), January.
    8. Elisa Barbour & Lara Kueppers, 2012. "Conservation and management of ecological systems in a changing California," Climatic Change, Springer, vol. 111(1), pages 135-163, March.
    9. Tyler M Harms & Kevin T Murphy & Xiaodan Lyu & Shane S Patterson & Karen E Kinkead & Stephen J Dinsmore & Paul W Frese, 2017. "Using landscape habitat associations to prioritize areas of conservation action for terrestrial birds," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-21, March.
    10. van der Hoff, Richard & Nascimento, Nathália & Fabrício-Neto, Ailton & Jaramillo-Giraldo, Carolina & Ambrosio, Geanderson & Arieira, Julia & Afonso Nobre, Carlos & Rajão, Raoni, 2022. "Policy-oriented ecosystem services research on tropical forests in South America: A systematic literature review," Ecosystem Services, Elsevier, vol. 56(C).
    11. Brannstrom, Christian, 2001. "Conservation-with-Development Models in Brazil's Agro-Pastoral Landscapes," World Development, Elsevier, vol. 29(8), pages 1345-1359, August.
    12. Brendan Fisher & Stephen Polasky & Thomas Sterner, 2011. "Conservation and Human Welfare: Economic Analysis of Ecosystem Services," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(2), pages 151-159, February.
    13. Pütz, S. & Groeneveld, J. & Alves, L.F. & Metzger, J.P. & Huth, A., 2011. "Fragmentation drives tropical forest fragments to early successional states: A modelling study for Brazilian Atlantic forests," Ecological Modelling, Elsevier, vol. 222(12), pages 1986-1997.
    14. Paige, Sarah B. & Malavé, Carly & Mbabazi, Edith & Mayer, Jonathan & Goldberg, Tony L., 2015. "Uncovering zoonoses awareness in an emerging disease ‘hotspot’," Social Science & Medicine, Elsevier, vol. 129(C), pages 78-86.
    15. Stephanie D. Maier & Jan Paul Lindner & Javier Francisco, 2019. "Conceptual Framework for Biodiversity Assessments in Global Value Chains," Sustainability, MDPI, vol. 11(7), pages 1-34, March.
    16. Sehgal, Shaina & Babu, Suresh, 2021. "Economic Transformation of the Nicobar Islands Post-tsunami: A Material Import–Export Analysis," Ecology, Economy and Society - the INSEE Journal, Indian Society of Ecological Economics (INSEE), vol. 4(02), July.
    17. Poonam Tripathi & Mukund Dev Behera & Partha Sarathi Roy, 2017. "Optimized grid representation of plant species richness in India—Utility of an existing national database in integrated ecological analysis," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-13, March.
    18. Davis, Katrina & Pannell, David J. & Kragt, Marit & Gelcich, Stefan & Schilizzi, Steven, 2014. "Accounting for enforcement is essential to improve the spatial allocation of marine restricted-use zoning systems," Working Papers 195718, University of Western Australia, School of Agricultural and Resource Economics.
    19. Norman Myers, 2003. "Conservation of Biodiversity: How Are We Doing?," Environment Systems and Decisions, Springer, vol. 23(1), pages 9-15, March.
    20. Shah, M., 2018. "Reforming India’s water governance to meet 21st century challenges: practical pathways to realizing the vision of the Mihir Shah Committee," IWMI Working Papers H049192, International Water Management Institute.

    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:gam:jlands:v:13:y:2024:i:6:p:737-:d:1400840. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.