Niche suitability and spatial distribution patterns of anurans in a unique Ecoregion mosaic of Northern Pakistan

• Muhammad Rais,

  Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – original draft

  Affiliation Department of Zoology, Herpetology Lab, Wildlife and Fisheries, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, Rawalpindi, Pakistan

  https://orcid.org/0000-0003-1089-2076

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• Muhammad Ali Nawaz ,

  Roles Supervision, Writing – review & editing

  * E-mail: nawazma@gmail.com

  Affiliation Department of Biological and Environmental Sciences, Environmental Science Program, College of Arts and Sciences, Doha, Qatar

  https://orcid.org/0000-0001-5632-9014

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• Russell J. Gray,

  Roles Formal analysis, Software, Visualization, Writing – original draft

  Affiliation Science Advisor, Save Vietnam’s Wildlife, Ninh Bình, Vietnam

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• Waqas Qadir,

  Roles Conceptualization, Data curation

  Affiliation Assistant Education Officer, Rawalpindi, Pakistan

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• Syeda Maria Ali,

  Roles Software, Visualization, Writing – original draft

  Affiliation Department of Environmental Sciences, International Islamic University Islamabad, Islamabad, Pakistan

  https://orcid.org/0000-0002-9301-2064

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• Muhammad Saeed,

  Roles Investigation, Methodology

  Affiliation Research & Planning Wildlife, Islamabad Wildlife Management Board (IWMB), Ministry of Climate Change, Islamabad, Islamabad

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• Ayesha Akram,

  Roles Data curation, Investigation

  Affiliation Department of Zoology, Wildlife and Fisheries, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, Rawalpindi, Pakistan

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• Waseem Ahmed,

  Roles Methodology, Project administration

  Affiliation Department of Zoology, Wildlife and Fisheries, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, Rawalpindi, Pakistan

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• Anum Sajjad,

  Roles Writing – review & editing

  Affiliation Occupational Health Safety and Environment, North West General Hospital and Research Centre, Hayatabad, Peshawar

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• Lionel Leston

  Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

  Affiliation Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada

  https://orcid.org/0000-0001-7964-8421

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