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      Modeling impacts of climate change on the potential habitat of an endangered Brazilian endemic coral: Discussion about deep sea refugia

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          Abstract

          Climate and environmental conditions are determinant for coral distribution and their very existence. When changes in such conditions occur, their effects on distribution can be predicted through species distribution models, anticipating suitable habitats for the subsistence of species. Mussismilia harttii is one of the most endangered Brazilian endemic reef-building corals, and in increasing risk of extinction. Herein, species distribution models were used to determine the present and future potential habitats for M. harttii. Estimations were made through the maximum entropy approach, predicting suitable habitat losses and gains by the end of the 21st century. For this purpose, species records published in the last 20 years and current and future environmental variables were correlated. The best models were chosen according to the Akaike information criterion (AIC) and evaluated through the partial ROC (AUCratio), a new approach which uses independent occurrence data. Both approaches showed that the models performed satisfactorily in predicting potential habitat areas for the species. Future projections were made using the International Panel on Climate Change (IPCC) scenarios for 2100, with different levels of greenhouse gas emission. Representative Concentration Pathways (RCPs) were used to model the Future Potential Habitat (FPH) of M. harttii in two different scenarios: stabilization of emissions (RCP 4.5) and increase of emissions (RCP 8.5). According to the results, shallow waters to the south of the study area concentrate most of the current potential habitats for the species. However, in future scenarios, there was a loss of suitable areas in relation to the Current Potential Habitat (RCP 4.5 46% and RCP 8.5 59%), whereas there is a southward shift of the suitable areas. In all scenarios of FPH, the temperature was the variable with the greatest contribution to the models (> 35%), followed by the current velocity (> 33%) and bathymetry (>29%). In contrast, there is an increase of deep (50–75 m) suitable areas FPH scenarios, mainly in the southern portion of its distribution, at Abrolhos Bank (off Espirito Santo State). These deeper sites might serve as refugia for the species in global warming scenarios. Coral communities at such depths would be less susceptible to impacts of climate change on temperature and salinity. However, the deep sea is not free from human impacts and measures to protect deeper ecosystems should be prioritized in environmental policies for Brazilian marine conservation, especially the Abrolhos Bank, due to its importance for M. harttii.

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          The impacts of climate change in coastal marine systems.

          Anthropogenically induced global climate change has profound implications for marine ecosystems and the economic and social systems that depend upon them. The relationship between temperature and individual performance is reasonably well understood, and much climate-related research has focused on potential shifts in distribution and abundance driven directly by temperature. However, recent work has revealed that both abiotic changes and biological responses in the ocean will be substantially more complex. For example, changes in ocean chemistry may be more important than changes in temperature for the performance and survival of many organisms. Ocean circulation, which drives larval transport, will also change, with important consequences for population dynamics. Furthermore, climatic impacts on one or a few 'leverage species' may result in sweeping community-level changes. Finally, synergistic effects between climate and other anthropogenic variables, particularly fishing pressure, will likely exacerbate climate-induced changes. Efforts to manage and conserve living marine systems in the face of climate change will require improvements to the existing predictive framework. Key directions for future research include identifying key demographic transitions that influence population dynamics, predicting changes in the community-level impacts of ecologically dominant species, incorporating populations' ability to evolve (adapt), and understanding the scales over which climate will change and living systems will respond.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: ValidationRole: Writing – original draft
                Role: ConceptualizationRole: ResourcesRole: VisualizationRole: Writing – review & editing
                Role: Data curationRole: ResourcesRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: InvestigationRole: Methodology
                Role: ConceptualizationRole: Funding acquisitionRole: Project administrationRole: ResourcesRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                21 May 2019
                2019
                : 14
                : 5
                : e0211171
                Affiliations
                [1 ] Programa de Pós-Graduação em Ecologia, Universidade Federal Rural de Pernambuco, Recife, PE, Brazil
                [2 ] Programa de Pós-Graduação em Biologia Animal, Universidade Federal de Pernambuco, Recife, PE, Brazil
                [3 ] Departamento de Biologia, Universidade Federal Rural de Pernambuco, Recife, PE, Brazil
                [4 ] Centro Acadêmico de Vitória, Universidade Federal de Pernambuco, Vitória de Santo Antão, PE, Brazil
                Harran University, Sanliurfa, Turkey, TURKEY
                Author notes

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

                Author information
                http://orcid.org/0000-0002-0866-1183
                Article
                PONE-D-18-36857
                10.1371/journal.pone.0211171
                6529159
                31112555
                6a7c3c79-433f-430f-8dca-17b5ad0b32c2
                © 2019 de Oliveira et al

                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.

                History
                : 26 December 2018
                : 3 May 2019
                Page count
                Figures: 5, Tables: 3, Pages: 24
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100009472, Fundação Grupo Boticário de Proteção à Natureza;
                Award ID: 1031_20151
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002322, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior;
                Award ID: Finance Code 001
                Award Recipient :
                Funded by: Conselho Nacional de Desenvolvimento Científico e Tecnológico- CNPq
                Award ID: 408934/2013-1
                Award Recipient :
                This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Brasil (CAPES), Finance Code 001. Funding was provided to CDP by the National Council for Scientific and Technological Development (CNPq), grant no. 408934/2013-1 and the Fundação Grupo Boticário de Proteção à Natureza, grant no. 1031_20151. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Marine Biology
                Coral Reefs
                Earth Sciences
                Marine and Aquatic Sciences
                Marine Biology
                Coral Reefs
                Earth Sciences
                Marine and Aquatic Sciences
                Reefs
                Coral Reefs
                People and places
                Geographical locations
                South America
                Brazil
                Ecology and Environmental Sciences
                Habitats
                Ecology and Environmental Sciences
                Conservation Science
                Biology and Life Sciences
                Marine Biology
                Marine Conservation
                Earth Sciences
                Marine and Aquatic Sciences
                Marine Biology
                Marine Conservation
                Biology and Life Sciences
                Ecology
                Ecological Niches
                Ecology and Environmental Sciences
                Ecology
                Ecological Niches
                Earth Sciences
                Atmospheric Science
                Climatology
                Climate Change
                Earth Sciences
                Hydrology
                Shallow Water
                Custom metadata
                All relevant data are within the manuscript and its Supporting Information files.

                Uncategorized
                Uncategorized

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