Cargando…

Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling

Habitat evaluation constitutes an important and fundamental step in the management of wildlife populations and conservation policy planning. Geographic information system (GIS) and species presence data provide the means by which such evaluation can be done. Maximum Entropy (MaxEnt) is widely used i...

Descripción completa

Detalles Bibliográficos
Autores principales: Bai, De-Feng, Chen, Peng-Ju, Atzeni, Luciano, Cering, Lhaba, Li, Qian, Shi, Kun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Science Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6085764/
https://www.ncbi.nlm.nih.gov/pubmed/29872029
http://dx.doi.org/10.24272/j.issn.2095-8137.2018.057
_version_ 1783346399525470208
author Bai, De-Feng
Chen, Peng-Ju
Atzeni, Luciano
Cering, Lhaba
Li, Qian
Shi, Kun
author_facet Bai, De-Feng
Chen, Peng-Ju
Atzeni, Luciano
Cering, Lhaba
Li, Qian
Shi, Kun
author_sort Bai, De-Feng
collection PubMed
description Habitat evaluation constitutes an important and fundamental step in the management of wildlife populations and conservation policy planning. Geographic information system (GIS) and species presence data provide the means by which such evaluation can be done. Maximum Entropy (MaxEnt) is widely used in habitat suitability modeling due to its power of accuracy and additional descriptive properties. To survey snow leopard populations in Qomolangma (Mt. Everest) National Nature Reserve (QNNR), Xizang (Tibet), China, we pooled 127 pugmarks, 415 scrape marks, and 127 non-invasive identifications of the animal along line transects and recorded 87 occurrences through camera traps from 2014–2017. We adopted the MaxEnt model to generate a map highlighting the extent of suitable snow leopard habitat in QNNR. Results showed that the accuracy of the MaxEnt model was excellent (mean AUC=0.921). Precipitation in the driest quarter, ruggedness, elevation, maximum temperature of the warmest month, and annual mean temperature were the main environmental factors influencing habitat suitability for snow leopards, with contribution rates of 20.0%, 14.4%, 13.3%, 8.7%, and 8.2% respectively. The suitable habitat area extended for 7 001.93 km(2), representing 22.72% of the whole reserve. The regions bordering Nepal were the main suitable snow leopard habitats and consisted of three separate habitat patches. Our findings revealed that precipitation, temperature conditions, ruggedness, and elevations of around 4 000 m a.s.l. influenced snow leopard preferences at the landscape level in QNNR. We advocate further research and cooperation with Nepal to evaluate habitat connectivity and to explore possible proxies of population isolation among these patches. Furthermore, evaluation of subdivisions within the protection zones of QNNR is necessary to improve conservation strategies and enhance protection.
format Online
Article
Text
id pubmed-6085764
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Science Press
record_format MEDLINE/PubMed
spelling pubmed-60857642018-11-18 Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling Bai, De-Feng Chen, Peng-Ju Atzeni, Luciano Cering, Lhaba Li, Qian Shi, Kun Zool Res Article Habitat evaluation constitutes an important and fundamental step in the management of wildlife populations and conservation policy planning. Geographic information system (GIS) and species presence data provide the means by which such evaluation can be done. Maximum Entropy (MaxEnt) is widely used in habitat suitability modeling due to its power of accuracy and additional descriptive properties. To survey snow leopard populations in Qomolangma (Mt. Everest) National Nature Reserve (QNNR), Xizang (Tibet), China, we pooled 127 pugmarks, 415 scrape marks, and 127 non-invasive identifications of the animal along line transects and recorded 87 occurrences through camera traps from 2014–2017. We adopted the MaxEnt model to generate a map highlighting the extent of suitable snow leopard habitat in QNNR. Results showed that the accuracy of the MaxEnt model was excellent (mean AUC=0.921). Precipitation in the driest quarter, ruggedness, elevation, maximum temperature of the warmest month, and annual mean temperature were the main environmental factors influencing habitat suitability for snow leopards, with contribution rates of 20.0%, 14.4%, 13.3%, 8.7%, and 8.2% respectively. The suitable habitat area extended for 7 001.93 km(2), representing 22.72% of the whole reserve. The regions bordering Nepal were the main suitable snow leopard habitats and consisted of three separate habitat patches. Our findings revealed that precipitation, temperature conditions, ruggedness, and elevations of around 4 000 m a.s.l. influenced snow leopard preferences at the landscape level in QNNR. We advocate further research and cooperation with Nepal to evaluate habitat connectivity and to explore possible proxies of population isolation among these patches. Furthermore, evaluation of subdivisions within the protection zones of QNNR is necessary to improve conservation strategies and enhance protection. Science Press 2018-05-24 2018-11-18 /pmc/articles/PMC6085764/ /pubmed/29872029 http://dx.doi.org/10.24272/j.issn.2095-8137.2018.057 Text en © 2018. Editorial Office of Zoological Research, Kunming Institute of Zoology, Chinese Academy of Sciences http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Article
Bai, De-Feng
Chen, Peng-Ju
Atzeni, Luciano
Cering, Lhaba
Li, Qian
Shi, Kun
Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title_full Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title_fullStr Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title_full_unstemmed Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title_short Assessment of habitat suitability of the snow leopard (Panthera uncia) in Qomolangma National Nature Reserve based on MaxEnt modeling
title_sort assessment of habitat suitability of the snow leopard (panthera uncia) in qomolangma national nature reserve based on maxent modeling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6085764/
https://www.ncbi.nlm.nih.gov/pubmed/29872029
http://dx.doi.org/10.24272/j.issn.2095-8137.2018.057
work_keys_str_mv AT baidefeng assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling
AT chenpengju assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling
AT atzeniluciano assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling
AT ceringlhaba assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling
AT liqian assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling
AT shikun assessmentofhabitatsuitabilityofthesnowleopardpantheraunciainqomolangmanationalnaturereservebasedonmaxentmodeling