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      Bioclimatic and anthropogenic variables shape the occurrence of Batrachochytrium dendrobatidis over a large latitudinal gradient

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          Abstract

          Amphibian chytridiomycosis, caused by the fungus Batrachochytrium dendrobatidis ( Bd), has caused the greatest known loss of biodiversity due to an infectious disease. We used Bd infection data from quantitative real-time PCR (qPCR) assays of amphibian skin swabs collected across Chile during 2008–2018 to model Bd occurrence with the aim to determine bioclimatic and anthropogenic variables associated with Bd infection. Also, we used Bd presence/absence records to identify geographical Bd high-risk areas and compare Bd prevalence and infection loads between amphibian families, ecoregions, and host ecology. Data comprised 4155 Bd-specific qPCR assays from 162 locations across a latitudinal gradient of 3700 km (18º to 51ºS). Results showed a significant clustering of Bd associated with urban centres and anthropogenically highly disturbed ecosystems in central-south Chile. Both Bd prevalence and Bd infection loads were higher in aquatic than terrestrial amphibian species. Our model indicated positive associations of Bd prevalence with altitude, temperature, precipitation and human-modified landscapes. Also, we found that macroscale drivers, such as land use change and climate, shape the occurrence of Bd at the landscape level. Our study provides with new evidence that can improve the effectiveness of strategies to mitigate biodiversity loss due to amphibian chytridiomycosis.

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          WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

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            Biodiversity hotspots for conservation priorities.

            Conservationists are far from able to assist all species under threat, if only for lack of funding. This places a premium on priorities: how can we support the most species at the least cost? One way is to identify 'biodiversity hotspots' where exceptional concentrations of endemic species are undergoing exceptional loss of habitat. As many as 44% of all species of vascular plants and 35% of all species in four vertebrate groups are confined to 25 hotspots comprising only 1.4% of the land surface of the Earth. This opens the way for a 'silver bullet' strategy on the part of conservation planners, focusing on these hotspots in proportion to their share of the world's species at risk.
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              A protocol for data exploration to avoid common statistical problems

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                Author and article information

                Contributors
                claudio.azat@unab.cl
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                30 August 2021
                30 August 2021
                2021
                : 11
                : 17383
                Affiliations
                [1 ]GRID grid.412848.3, ISNI 0000 0001 2156 804X, Sustainability Research Centre & PhD Programme in Conservation Medicine, Life Sciences Faculty, , Universidad Andres Bello, ; Republica 252, Santiago, Chile
                [2 ]GRID grid.20419.3e, ISNI 0000 0001 2242 7273, Institute of Zoology, , Zoological Society of London, ; Regent’s Park, London, NW1 4RY UK
                [3 ]GRID grid.441811.9, ISNI 0000 0004 0487 6309, Núcleo de Ciencias Aplicadas en Ciencias Veterinarias y Agronómicas, , Universidad de las Américas, ; Echaurren 140, Santiago, Chile
                [4 ]ONG Ranita de Darwin, Nataniel Cox 152, Santiago, Chile
                [5 ]GRID grid.7119.e, ISNI 0000 0004 0487 459X, Instituto de Conservación, Biodiversidad y Territorio, Facultad de Ciencias Forestales y Recursos Naturales, , Universidad Austral de Chile, ; 5110566 Valdivia, Chile
                [6 ]GRID grid.7870.8, ISNI 0000 0001 2157 0406, Escuela de Medicina Veterinaria, Facultad de Agronomía e Ingeniería Forestal, Facultad de Ciencias Biológicas y Facultad de Medicina, , Pontificia Universidad Católica de Chile, ; Santiago, Chile
                [7 ]GRID grid.7119.e, ISNI 0000 0004 0487 459X, Instituto de Ciencias Ambientales y Evolutivas, Facultad de Ciencias, , Universidad Austral de Chile, ; Valdivia, Chile
                [8 ]GRID grid.11201.33, ISNI 0000 0001 2219 0747, School of Biological and Marine Sciences, , University of Plymouth, ; Plymouth, PL4 8AA UK
                Article
                96535
                10.1038/s41598-021-96535-w
                8405646
                34462470
                7ff7ed0f-6419-44ec-bd18-606a45b5c4cf
                © The Author(s) 2021

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 25 February 2021
                : 5 August 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100002850, Fondo Nacional de Desarrollo Científico y Tecnológico;
                Award ID: 1211587
                Award ID: 3180107
                Award ID: 1150029
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2021

                Uncategorized
                biodiversity,conservation biology,fungal infection
                Uncategorized
                biodiversity, conservation biology, fungal infection

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