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Using circuit theory to model connectivity in ecology, evolution, and conservation.

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TLDR
A new class of ecological connectivity models based in electrical circuit theory, which offer distinct advantages over common analytic connectivity models, including a theoretical basis in random walk theory and an ability to evaluate contributions of multiple dispersal pathways are introduced.
Abstract
Connectivity among populations and habitats is important for a wide range of ecological processes. Understanding, preserving, and restoring connectivity in complex landscapes requires connectivity models and metrics that are reliable, efficient, and process based. We introduce a new class of ecological connectivity models based in electrical circuit theory. Although they have been applied in other disciplines, circuit-theoretic connectivity models are new to ecology. They offer distinct advantages over common analytic connectivity models, including a theoretical basis in random walk theory and an ability to evaluate contributions of multiple dispersal pathways. Resistance, current, and voltage calculated across graphs or raster grids can be related to ecological processes (such as individual movement and gene flow) that occur across large population networks or landscapes. Efficient algorithms can quickly solve networks with millions of nodes, or landscapes with millions of raster cells. Here we review basic circuit theory, discuss relationships between circuit and random walk theories, and describe applications in ecology, evolution, and conservation. We provide examples of how circuit models can be used to predict movement patterns and fates of random walkers in complex landscapes and to identify important habitat patches and movement corridors for conservation planning.

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Citations
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Is my species distribution model fit for purpose? Matching data and models to applications

TL;DR: In this paper, the authors synthesize current knowledge and provide a simple framework that summarizes how interactions between data type and the sampling process determine the quantity that is estimated by a species distribution model.
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Use of resistance surfaces for landscape genetic studies: considerations for parameterization and analysis

TL;DR: In this paper, the authors identify study objectives that are consistent with the use of resistance surfaces and critically review the various approaches that have been used to parameterize resist surfaces and select optimal models in landscape genetics.
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Graph models of habitat mosaics

TL;DR: In general, and for a variety of ecological systems, the graph model is found a remarkably robust framework for applications concerned with habitat connectivity.
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A common currency for the different ways in which patches and links can contribute to habitat availability and connectivity in the landscape

TL;DR: A further methodological development of the habitat availability concept and metrics is presented by partitioning them into three separate fractions that quantify the different ways in which individual landscape elements can contribute to overall habitat connectivity and availability in the landscape, including stepping stone effects.

R package gdistance: distances and routes on geographical grids (version 1.1-4)

TL;DR: The R package gdistance provides classes and functions to calculate various distance measures and routes in heterogeneous geographic spaces represented as grids to manipulate the values of cell-to-cell movement directly, which offers flexibility and the possibility to use asymmetric values.
References
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Book

Graph theory

Frank Harary
Book

Random walks and electric networks

TL;DR: The goal will be to interpret Polya’s beautiful theorem that a random walker on an infinite street network in d-dimensional space is bound to return to the starting point when d = 2, but has a positive probability of escaping to infinity without returning to the Starting Point when d ≥ 3, and to prove the theorem using techniques from classical electrical theory.
Journal ArticleDOI

The matrix matters: effective isolation in fragmented landscapes.

TL;DR: It is suggested that the surrounding matrix can significantly influence the “effective isolation” of habitat patches, rendering them more or less isolated than simple distance or classic models would indicate.
Journal ArticleDOI

Landscape connectivity: a graph‐theoretic perspective

TL;DR: In this paper, a set of analyses using a hypothetical landscape mosaic of habitat patches in a nonhabitat matrix is developed. And the results suggest that a simple graph construct, the minimum spanning tree, can serve as a powerful guide to decisions about the relative importance of individual patches to overall landscape con- nectivity.
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