Combining graph theory and spatially-explicit, individual-based models to improve invasive species control strategies at a regional scale

被引:0
作者
Drake, Joseph [1 ,2 ]
O'Malley, Grace [1 ]
Kraft, John [3 ]
Mims, Meryl C. [1 ,2 ]
机构
[1] Virginia Tech, Dept Biol Sci, Blacksburg, VA 24060 USA
[2] Virginia Tech, Fralin Life Sci Inst, Invas Species Collaborat, Blacksburg, VA 24060 USA
[3] United States Forest Serv, Laramie, WY USA
关键词
Spatially structured populations; Colonization-extinction; Agent-based modelling; Dispersal; HexSim; Network theory; LANDSCAPE CONNECTIVITY; NETWORK CENTRALITY; POPULATION BIOLOGY; HABITAT; CONSERVATION; DISPERSAL; MANAGEMENT; SPREAD; ECOLOGY; SIMULATION;
D O I
10.1007/s10980-024-01978-x
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
ContextInvasive species cause widespread species extinction and economic loss. There is an increasing need to identify ways to efficiently target control efforts from local to regional scales.ObjectivesOur goal was to test whether prioritizing managed habitat using different treatments based on spatial measures of connectivity, including graph-theoretic measures, can improve management of invasive species and whether the level of control effort affects treatment performance. We also explored how uncertainty in biological variables, such as dispersal ability, affects measures performance.MethodsWe used a spatially-explicit, individual-based model (sIBM) based on the American bullfrog (Lithobates catesbeianus), a globally pervasive invasive species. Simulations were informed by geographic data from part of the American bullfrog's non-native range in southeastern Arizona, USA where they are known to pose a threat to native species.ResultsWe found that total bullfrog populations and occupancy declined in response to all treatments regardless of effort level or patch prioritization methods. The most effective spatial prioritization was effort-dependent and varied depending on spatial context, but frequently a buffer strategy was most effective. Treatments were also sensitive to dispersal ability. Performance of treatments prioritizing habitat patches using betweenness centrality improved with increasing dispersal ability, while performance of eigenvalue centrality improved as dispersal ability decreased.ConclusionsWith the careful application of connectivity measures to prioritize control efforts, similar reductions in invasive species population size and occupancy could be achieved with less than half the effort of sub-optimal connectivity measures at higher effort rates. More work is needed to determine if trait-based generalities may define appropriate connectivity measures for specific suites of dispersal abilities, demographic traits, and population dynamics.
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页数:22
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共 119 条
  • [1] [Anonymous], 2018, Gap Analysis Project (GAP), 2018, Protected Areas Database of the United States (PAD-US)
  • [2] [Anonymous], 2023, Nonindigenous aquatic species database
  • [3] Guiding large-scale management of invasive species using network metrics
    Ashander, Jaime
    Kroetzt, Kailin
    Epanchin-Niell, Rebecca
    Phelps, Nicholas B. D.
    Haight, Robert G.
    Dee, Laura E.
    [J]. NATURE SUSTAINABILITY, 2022, 5 (09) : 762 - 769
  • [4] Merging validation and evaluation of ecological models to 'evaludation': A review of terminology and a practical approach
    Augusiak, Jacqueline
    Van den Brink, Paul J.
    Grimm, Volker
    [J]. ECOLOGICAL MODELLING, 2014, 280 : 117 - 128
  • [5] Baddeley A., 2015, Spatial Point Patterns: Methodology and Applications with R, P828, DOI [10.1201/b19708, DOI 10.1201/B19708]
  • [6] 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
  • [7] Target the Source: Optimal Spatiotemporal Resource Allocation for Invasive Species Control
    Baker, Christopher M.
    [J]. CONSERVATION LETTERS, 2017, 10 (01): : 41 - 48
  • [8] Placing invasive species management in a spatiotemporal context
    Baker, Christopher M.
    Bode, Michael
    [J]. ECOLOGICAL APPLICATIONS, 2016, 26 (03) : 712 - 725
  • [9] The role of global trade and transport network topology in the human-mediated dispersal of alien species
    Banks, Natalie Clare
    Paini, Dean Ronald
    Bayliss, Kirsty Louise
    Hodda, Michael
    [J]. ECOLOGY LETTERS, 2015, 18 (02) : 188 - 199
  • [10] Spread rates on fragmented landscapes: the interacting roles of demography, dispersal and habitat availability
    Barros, Ceres
    Palmer, Stephen C. F.
    Bocedi, Greta
    Travis, Justin M. J.
    [J]. DIVERSITY AND DISTRIBUTIONS, 2016, 22 (12) : 1266 - 1275