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Defining mathematical terms and objects is a constant issue in ecology; often definitions are absent, erroneous, or imprecise. Through a bibliographic prospection, we show that this problem appears in macro‐ecology (biogeography and community ecology) where the lack of definition for the sigmoid class of functions results in difficulties of interpretation and communication. In order to solve this problem and to help harmonize papers that use sigmoid functions in ecology, herein we propose a comprehensive definition of these mathematical objects. In addition, to facilitate their use, we classified the functions often used in the ecological literature, specifying the constraints on the parameters for the function to be defined and the curve shape to be sigmoidal. Finally, we interpreted the different properties of the functions induced by the definition through ecological hypotheses in order to support and explain the interest of such functions in ecology and more precisely in biogeography. [ABSTRACT FROM AUTHOR]

Species distribution models ( SDMs) are used to inform a range of ecological, biogeographical and conservation applications. However, users often underestimate the strong links between data type, model output and suitability for end-use. We synthesize current knowledge and provide a simple framework that summarizes how interactions between data type and the sampling process (i.e. imperfect detection and sampling bias) determine the quantity that is estimated by a SDM. We then draw upon the published literature and simulations to illustrate and evaluate the information needs of the most common ecological, biogeographical and conservation applications of SDM outputs. We find that, while predictions of models fitted to the most commonly available observational data (presence records) suffice for some applications, others require estimates of occurrence probabilities, which are unattainable without reliable absence records. Our literature review and simulations reveal that, while converting continuous SDM outputs into categories of assumed presence or absence is common practice, it is seldom clearly justified by the application's objective and it usually degrades inference. Matching SDMs to the needs of particular applications is critical to avoid poor scientific inference and management outcomes. This paper aims to help modellers and users assess whether their intended SDM outputs are indeed fit for purpose. [ABSTRACT FROM AUTHOR]

The International Biogeography Society's biennial conferences are renown for being highly interdisciplinary and inspiring meetings. Biogeography is by its nature a holistic and interdisciplinary field and the conferences bring together biologists from a broad range of fields, e.g. experimental ecologists, historical biogeographers, evolutionary biologists, ecological modelers, conservation biologists, and paleobiologists, and covering essentially all types of organisms and ecosystems. The different backgrounds and perspectives combined with shared interests in terms of the basic research questions offer fertile grounds for developing new ideas. This was also the case for the 6th International Conference of the International Biogeography Society took place in Miami, Florida in January 2013. Ecography provided economic support, acting as a sponsor. In addition, Ecography was the officially designated journal for publishing some of the many exciting talks and posters presented at the conference. All of the papers in this special issue of Ecography arose from the IBS conference and reflect its combined high diversity in backgrounds and perspectives and high congruence in research questions. The papers have all been subject to external peer review, subsequent revision, and final editorial decisions of acceptance or rejection. [ABSTRACT FROM AUTHOR]

The cover image, by Ana Ceia ‐ Hasse et al., is based on the Research Paper Global exposure of carnivores to roads, DOI: 10.1111/geb.12564. Photo Credit: Joaquim Pedro Ferreira. [ABSTRACT FROM AUTHOR]

The cover image, by Leonardo D. Fernández et al., is based on the Research Paper Water–energy balance, past ecological perturbations and evolutionary constraints shape the latitudinal diversity gradient of soil testate amoebae in south ‐ western South America, DOI: 10.1111/geb.12478. Photo Credit: Leonardo D. Fernández and Fabiola Barrientos ‐ Loebel. [ABSTRACT FROM AUTHOR]