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      Present and future ecological niche modeling of garter snake species from the Trans-Mexican Volcanic Belt

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          Abstract

          Land use and climate change are affecting the abundance and distribution of species. The Trans-Mexican Volcanic Belt (TMVB) is a very diverse region due to geological history, geographic position, and climate. It is also one of the most disturbed regions in Mexico. Reptiles are particularly sensitive to environmental changes due to their low dispersal capacity and thermal ecology. In this study, we define the important environmental variables (considering climate, topography, and land use) and potential distribution (present and future) of the five Thamnophis species present in TMVB. To do so, we used the maximum entropy modeling software (MAXENT). First, we modeled to select the most important variables to explain the distribution of each species, then we modeled again using only the most important variables and projected these models to the future considering a middle-moderate climate change scenario (rcp45), and land use and vegetation variables for the year 2050 (generated according to land use changes that occurred between years 2002 and 2011). Arid vegetation had an important negative effect on habitat suitability for all species, and minimum temperature of the coldest month was important for four of the five species. Thamnophis cyrtopsis was the species with the lowest tolerance to minimum temperatures. The maximum temperature of the warmest month was important for T. scalaris and T. cyrtopsis. Low percentages of agriculture were positive for T. eques and T. melanogaster but, at higher values, agriculture had a negative effect on habitat suitability for both species. Elevation was the most important variable to explain T. eques and T. melanogaster potential distribution while distance to Abies forests was the most important variable for T. scalaris and T. scaliger. All species had a high proportion of their potential distribution in the TMVB. However, according to our models, all Thamnophis species will experience reductions in their potential distribution in this region. T. scalaris will suffer the biggest reduction because this species is limited by high temperatures and will not be able to shift its distribution upward, as it is already present in the highest elevations of the TMVB.

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          Ecological networks and their fragility.

          Darwin used the metaphor of a 'tangled bank' to describe the complex interactions between species. Those interactions are varied: they can be antagonistic ones involving predation, herbivory and parasitism, or mutualistic ones, such as those involving the pollination of flowers by insects. Moreover, the metaphor hints that the interactions may be complex to the point of being impossible to understand. All interactions can be visualized as ecological networks, in which species are linked together, either directly or indirectly through intermediate species. Ecological networks, although complex, have well defined patterns that both illuminate the ecological mechanisms underlying them and promise a better understanding of the relationship between complexity and ecological stability.
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            Evaluating predictive models of species’ distributions: criteria for selecting optimal models

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              Threshold criteria for conversion of probability of species presence to either–or presence–absence

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                Author and article information

                Contributors
                Journal
                PeerJ
                PeerJ
                peerj
                peerj
                PeerJ
                PeerJ Inc. (San Francisco, USA )
                2167-8359
                11 April 2018
                2018
                : 6
                : e4618
                Affiliations
                [1 ]Facultad de Ciencias, Universidad Autónoma del Estado de México , Toluca, Estado de México, México
                [2 ]Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México , Ciudad de México, México
                [3 ]Centro de Investigación en Ciencias Biológicas Aplicadas, Universidad Autónoma del Estado de México , Toluca, Estado de México, México
                Article
                4618
                10.7717/peerj.4618
                5903425
                29666767
                c1e5a51a-5020-49ea-be1f-b85b37ab2708
                ©2018 González-Fernández et al.

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.

                History
                : 15 December 2017
                : 24 March 2018
                Funding
                Funded by: Universidad Autónoma del Estado de México
                Award ID: 4047/2016SF
                Funded by: CONACYT
                Funded by: UAEMEX
                This study was supported by a research grant from the Universidad Autónoma del Estado de México (4047/2016SF), and Andrea González-Fernández received scholarships from CONACYT and UAEMEX. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Conservation Biology
                Zoology
                Climate Change Biology
                Environmental Impacts
                Spatial and Geographic Information Science

                climate change,environmental niche models,thamnophis,potential distribution,land-use change

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