A three-step approach for assessing landscape connectivity via simulated dispersal: African wild dog case study

被引:14
作者
Hofmann, David D. [1 ,2 ]
Cozzi, Gabriele [1 ,2 ]
McNutt, John W. [2 ]
Ozgul, Arpat [1 ]
Behr, Dominik M. [1 ,2 ]
机构
[1] Univ Zurich, Dept Evolutionary Biol & Environm Studies, Winterthurerstr 190, CH-8057 Zurich, Switzerland
[2] Botswana Predator Conservat Program, Wild Entrust, Private Bag 13, Maun, Botswana
基金
瑞士国家科学基金会;
关键词
Dispersal; Simulation; Movement; Integrated step-selection function; Kavango-Zambezi Transfrontier Conservation Area; Landscape connectivity; Lycaon pictus; C PLUS PLUS; ANIMAL MOVEMENTS; SELECTION; BEHAVIOR; HABITAT; EVOLUTION; ECOLOGY; MODELS; WOLVES; SIZE;
D O I
10.1007/s10980-023-01602-4
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Context Dispersal of individuals contributes to long-ter m population persistence, yet requires a suf-ficient degree of landscape connectivity. To date, connectivity has mainly been investigated using least-cost analysis and circuit theory, two methods that make assumptions that are hardly applicable to dispersal. While these assumptions can be relaxed by explicitly simulating dispersal trajectories across the landscape, a unified approach for such simulations is lacking.Objectives Here, we propose and apply a sim-ple three-step approach to simulate dispersal and to assess connectivity using empirical GPS movement data and a set of habitat covariates.Methods In step one of the proposed approach, we use integrated step-selection functions to fit a mechanistic movement model describing habitat and movement preferences of dispersing individuals. In step two, we apply the parameterized model to sim-ulate dispersal across the study area. In step three, we derive three complementary connectivity maps; a heatmap highlighting frequently traversed areas, a betweenness map pinpointing dispersal corridors, and a map of inter-patch connectivity indicating the pres-ence and intensity of functional links between habi-tat patches. We demonstrate the applicability of the proposed three-step approach in a case study in which we use GPS data collected on dispersing African wild dogs (Lycaon pictus) inhabiting northern Botswana.Results Using step-selection functions we success-fully parametrized a detailed dispersal model that described dispersing individuals' habitat and move-ment preferences, as well as potential interactions among the two. The model substantially outper-formed a model that omitted such interactions and enabled us to simulate 80,000 dispersal trajectories across the study area.Conclusion By explicitly simulating dispersal tra-jectories, our approach not only requires fewer unre-alistic assumptions about dispersal, but also permits the calculation of multiple connectivity metrics that together provide a comprehensive view of landscape connectivity. In our case study, the three derived con-nectivity maps revealed several wild dog dispersal hotspots and corridors across the extent of our study area. Each map highlighted a different aspect of land-scape connectivity, thus emphasizing their comple-mentary nature. Overall, our case study demonstrates that a simulation-based approach offers a simple yet powerful alternative to traditional connectivity modeling techniques. It is therefore useful for a variety of applications in ecological, evolutionary, and conservation research [Graphics]
引用
收藏
页码:981 / 998
页数:18
相关论文
共 79 条
  • [1] Does wildlife resource selection accurately inform corridor conservation?
    Abrahms, Briana
    Sawyer, Sarah C.
    Jordan, Neil R.
    McNutt, J. Weldon
    Wilson, Alan M.
    Brashares, Justin S.
    [J]. JOURNAL OF APPLIED ECOLOGY, 2017, 54 (02) : 412 - 422
  • [2] The application of 'least-cost' modelling as a functional landscape model
    Adriaensen, F
    Chardon, JP
    De Blust, G
    Swinnen, E
    Villalba, S
    Gulinck, H
    Matthysen, E
    [J]. LANDSCAPE AND URBAN PLANNING, 2003, 64 (04) : 233 - 247
  • [3] An individual-based modelling approach to estimate landscape connectivity for bighorn sheep (Ovis canadensis)
    Allen, Corrie H.
    Parrott, Lael
    Kyle, Catherine
    [J]. PEERJ, 2016, 4
  • [4] [Anonymous], 2001, THEORY ISLAND BIOGEO, DOI DOI 10.1515/9781400881376
  • [5] [Anonymous], 2012, The IUCN Red List of Threatened Species 2012, e-T12436A16711116
  • [6] Relative Selection Strength: Quantifying effect size in habitat- and step-selection inference
    Avgar, Tal
    Lele, Subhash R.
    Keim, Jonah L.
    Boyce, Mark S.
    [J]. ECOLOGY AND EVOLUTION, 2017, 7 (14): : 5322 - 5330
  • [7] Integrated step selection analysis: bridging the gap between resource selection and animal movement
    Avgar, Tal
    Potts, Jonathan R.
    Lewis, Mark A.
    Boyce, Mark S.
    [J]. METHODS IN ECOLOGY AND EVOLUTION, 2016, 7 (05): : 619 - 630
  • [8] Individual dispersal, landscape connectivity and ecological networks
    Baguette, Michel
    Blanchet, Simon
    Legrand, Delphine
    Stevens, Virginie M.
    Turlure, Camille
    [J]. BIOLOGICAL REVIEWS, 2013, 88 (02) : 310 - 326
  • [9] Applying network theory to animal movements to identify properties of landscape space use
    Bastille-Rousseau, Guillaume
    Douglas-Hamilton, Iain
    Blake, Stephen
    Northrup, Joseph M.
    Wittemyer, George
    [J]. ECOLOGICAL APPLICATIONS, 2018, 28 (03) : 854 - 864
  • [10] When to stay and when to leave? Proximate causes of dispersal in an endangered social carnivore
    Behr, Dominik M.
    McNutt, John W.
    Ozgul, Arpat
    Cozzi, Gabriele
    [J]. JOURNAL OF ANIMAL ECOLOGY, 2020, 89 (10) : 2356 - 2366