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      Landscape variables affecting the Himalayan red panda Ailurus fulgens occupancy in wet season along the mountains in Nepal

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          Abstract

          The Himalayan red panda is an endangered mammal endemic to Eastern Himalayan and South Western China. Data deficiency often hinders understanding of their spatial distribution and habitat use, which is critical for species conservation planning. We used sign surveys covering the entire potential red panda habitat over 22,453 km 2 along the mid-hills and high mountains encompassing six conservation complexes in Nepal. To estimate red panda distribution using an occupancy framework, we walked 1,451 km along 446 sampled grid cells out of 4,631 grid cells in the wet season of 2016. We used single-species, single-season models to make inferences regarding covariates influencing detection and occupancy. We estimated the probability of detection and occupancy based on model-averaging techniques and drew predictive maps showing site-specific occupancy estimates. We observed red panda in 213 grid cells and found covariates such as elevation, distance to water sources, and bamboo cover influencing the occupancy. Red panda detection probability

          estimated at 0.70 (0.02). We estimated red panda site occupancy (sampled grid cells) and landscape occupancy (across the potential habitat)
          at 0.48 (0.01) and 0.40 (0.02) respectively. The predictive map shows a site-specific variation in the spatial distribution of this arboreal species along the priority red panda conservation complexes. Data on their spatial distribution may serve as a baseline for future studies and are expected to aid in species conservation planning in priority conservation complexes.

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          Most cited references62

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          ESTIMATING SITE OCCUPANCY, COLONIZATION, AND LOCAL EXTINCTION WHEN A SPECIES IS DETECTED IMPERFECTLY

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            Estimating Site Occupancy Rates When Detection Probabilities Are Less Than One

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              Designing occupancy studies: general advice and allocating survey effort

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole: SoftwareRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: MethodologyRole: SoftwareRole: VisualizationRole: Writing – review & editing
                Role: Data curationRole: InvestigationRole: MethodologyRole: Project administrationRole: ValidationRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: SupervisionRole: Writing – review & editing
                Role: MethodologyRole: ResourcesRole: Writing – review & editing
                Role: Project administrationRole: Writing – review & editing
                Role: Project administrationRole: Writing – review & editing
                Role: InvestigationRole: Writing – review & editing
                Role: InvestigationRole: Writing – review & editing
                Role: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                11 December 2020
                2020
                : 15
                : 12
                : e0243450
                Affiliations
                [1 ] WWF Nepal, Baluwatar, Kathmandu, Nepal
                [2 ] Red Panda Network, Baluwatar, Kathmandu, Nepal
                [3 ] Ministry of Forests and Environment, Babarmahal, Kathmandu, Nepal
                [4 ] Department of National Parks and Wildlife Conservation, Babarmahal, Kathmandu, Nepal
                [5 ] Department of Forest and Soil Conservation, Kathmandu, Nepal
                [6 ] United States Agency for International Development, Kathmandu, Nepal
                Universidad Austral de Chile, CHILE
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-3838-2804
                https://orcid.org/0000-0003-2699-1642
                https://orcid.org/0000-0001-6468-6353
                https://orcid.org/0000-0002-3390-6496
                Article
                PONE-D-20-18651
                10.1371/journal.pone.0243450
                7740865
                33306732
                a24826ab-8c08-4fea-a096-c574907e7ca3

                This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.

                History
                : 17 June 2020
                : 22 November 2020
                Page count
                Figures: 4, Tables: 5, Pages: 19
                Funding
                Funded by: This project was financially supported by the WWF/USAID/Hariyo Ban Program
                We are thankful to the USAID’s Hariyo Ban Program/WWF Nepal for supporting this work. These funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Ecology and Environmental Sciences
                Conservation Science
                Biology and Life Sciences
                Organisms
                Eukaryota
                Plants
                Grasses
                Bamboo
                People and Places
                Geographical Locations
                Asia
                Nepal
                Biology and Life Sciences
                Ecology
                Ecosystems
                Forests
                Ecology and Environmental Sciences
                Ecology
                Ecosystems
                Forests
                Ecology and Environmental Sciences
                Terrestrial Environments
                Forests
                Biology and Life Sciences
                Ecology
                Habitats
                Ecology and Environmental Sciences
                Ecology
                Habitats
                Biology and Life Sciences
                Ecology
                Ecosystems
                Forests
                Temperate Forests
                Ecology and Environmental Sciences
                Ecology
                Ecosystems
                Forests
                Temperate Forests
                Ecology and Environmental Sciences
                Terrestrial Environments
                Forests
                Temperate Forests
                Earth Sciences
                Hydrology
                Surface Water
                Biology and Life Sciences
                Organisms
                Eukaryota
                Plants
                Trees
                Custom metadata
                All spatial point data are restricted by the Government of Nepal-Department of National Park and Wildlife Conservation & Department of Forest and Soil Conservation because of potential poaching issues and selection of hotspot areas. Modified datasets on probability of occupancy to be provided upon request from WWF Nepal at info@ 123456wwfnepal.org or Red Panda Network at info.nepal@ 123456redpandanetwork.org .

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