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Modelling Potential Distribution of Snow Leopards in Pamir, Northern Pakistan: Implications for Human–Snow Leopard Conflicts

Author

Listed:
  • Wajid Rashid

    (School of Environment, Beijing Normal University, Beijing 100875, China
    Department of Environmental and Conservation Sciences, University of Swat, Mingora 19130, Pakistan)

  • Jianbin Shi

    (School of Environment, Beijing Normal University, Beijing 100875, China)

  • Inam ur Rahim

    (Centre for Applied Policy Research in Livestock (CAPRIL), Department of Climate Change and Livestock, University of Veterinary and Animal Sciences, Lahore 54600, Pakistan)

  • Muhammad Qasim

    (Department of Environmental and Conservation Sciences, University of Swat, Mingora 19130, Pakistan)

  • Muhammad Naveed Baloch

    (Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China)

  • Eve Bohnett

    (Department of Biology, San Diego State University, San Diego, CA 92182, USA)

  • Fangyuan Yang

    (Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China)

  • Imran Khan

    (State Key Laboratory of Animal Nutrition, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China)

  • Bilal Ahmad

    (Institute of Agriculture Sciences and Forestry, University of Swat, Mingora 19130, Pakistan)

Abstract

The snow leopard ( Panthera uncia ) is a cryptic and rare big cat inhabiting Asia’s remote and harsh elevated areas. Its population has decreased across the globe for various reasons, including human–snow leopard conflicts (HSCs). Understanding the snow leopard’s distribution range and habitat interactions with human/livestock is essential for understanding the ecological context in which HSCs occur and thus gives insights into how to mitigate HSCs. In this study, a MaxEnt model predicted the snow leopard’s potential distribution and analyzed the land use/cover to determine the habitat interactions of snow leopards with human/livestock in Karakoram–Pamir, northern Pakistan. The results indicated an excellent model performance for predicting the species’ potential distribution. The variables with higher contributions to the model were the mean diurnal temperature range (51.7%), annual temperature range (18.5%), aspect (14.2%), and land cover (6.9%). The model predicted approximately 10% of the study area as a highly suitable habitat for snow leopards. Appropriate areas included those at an altitude ranging from 2721 to 4825 m, with a mean elevation of 3796.9 ± 432 m, overlapping between suitable snow leopard habitats and human presence. The human encroachment (human settlements and agriculture) in suitable snow leopard habitat increased by 115% between 2008 and 2018. Increasing encroachment and a clear overlap between snow leopard suitable habitat and human activities, signs of growing competition between wildlife and human/livestock for limited rangeland resources, may have contributed to increasing HSCs. A sound land use plan is needed to minimize overlaps between suitable snow leopard habitat and human presence to mitigate HSCs in the long run.

Suggested Citation

  • Wajid Rashid & Jianbin Shi & Inam ur Rahim & Muhammad Qasim & Muhammad Naveed Baloch & Eve Bohnett & Fangyuan Yang & Imran Khan & Bilal Ahmad, 2021. "Modelling Potential Distribution of Snow Leopards in Pamir, Northern Pakistan: Implications for Human–Snow Leopard Conflicts," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:23:p:13229-:d:690943
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    References listed on IDEAS

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    1. J. Marc Foggin, 2018. "Environmental Conservation in the Tibetan Plateau Region: Lessons for China’s Belt and Road Initiative in the Mountains of Central Asia," Land, MDPI, vol. 7(2), pages 1-34, April.
    2. Cord, Anna F. & Klein, Doris & Mora, Franz & Dech, Stefan, 2014. "Comparing the suitability of classified land cover data and remote sensing variables for modeling distribution patterns of plants," Ecological Modelling, Elsevier, vol. 272(C), pages 129-140.
    3. Murali, Ranjini & Redpath, Stephen & Mishra, Charudutt, 2017. "The value of ecosystem services in the high altitude Spiti Valley, Indian Trans-Himalaya," Ecosystem Services, Elsevier, vol. 28(PA), pages 115-123.
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    Cited by:

    1. Abdul Rauf & Ameer Muhammad Aamir Abbas & Asim Rafiq & Saifullah Shakir & Saira Abid, 2022. "The Impact of Political Instability, Food Prices, and Crime Rate on Tourism: A Way toward Sustainable Tourism in Pakistan," Sustainability, MDPI, vol. 14(24), pages 1-17, December.
    2. Hameeda Sultan & Wajid Rashid & Jianbin Shi & Inam ur Rahim & Mohammad Nafees & Eve Bohnett & Sajid Rashid & Muhammad Tariq Khan & Izaz Ali Shah & Heesup Han & Antonio Ariza-Montes, 2022. "Horizon Scan of Transboundary Concerns Impacting Snow Leopard Landscapes in Asia," Land, MDPI, vol. 11(2), pages 1-22, February.
    3. Hameeda Sultan & Jinyan Zhan & Wajid Rashid & Xi Chu & Eve Bohnett, 2022. "Systematic Review of Multi-Dimensional Vulnerabilities in the Himalayas," IJERPH, MDPI, vol. 19(19), pages 1-20, September.
    4. Muhammad Khurshid & Mohammad Nafees & Abdullah Khan & He Yin & Wahid Ullah & Wajid Rashid & Heesup Han & Akhtar Hussain Lashari, 2022. "Off-Season Agriculture Encroachment in the Uplands of Northern Pakistan: Need for Sustainable Land Management," Land, MDPI, vol. 11(4), pages 1-14, April.

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