Memory keeps you at home: a mechanistic model for home range emergence

被引:218
作者
Van Moorter, Bram [1 ]
Visscher, Darcy [2 ]
Benhamou, Simon [3 ]
Boerger, Luca [4 ]
Boyce, Mark S. [2 ]
Gaillard, Jean-Michel [1 ]
机构
[1] Univ Lyon 1, UMR Biometrie & Biol Evolut 5558, FR-69622 Villeurbanne, France
[2] Univ Alberta, Dept Biol Sci, Edmonton, AB T6G 2E9, Canada
[3] UMR Ecol Fonct & Evolut 5175, FR-34293 Montpellier 5, France
[4] Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
SITE FIDELITY; HABITAT USE; POPULATION; MOVEMENTS; SIZE; CONSEQUENCES; ATTRACTION; SIMULATION; DYNAMICS; CHOICE;
D O I
10.1111/j.1600-0706.2008.17003.x
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Despite its central place in animal ecology no general mechanistic movement model with an emergent home-range pattern has yet been proposed. Random walk models, which are commonly used to model animal movement, show diffusion instead of a bounded home range and therefore require special modifications. Current approaches for mechanistic modeling of home ranges apply only to a limited set of taxa, namely territorial animals and/or central place foragers. In this paper we present a more general mechanistic movement model based on a biased correlated random walk, which shows the potential for home-range behavior. The model is based on an animal tracking a dynamic resource landscape, using a biologically plausible two-part memory system, i.e. a reference- and a working-memory. Our results show that by adding these memory processes the random walker produces home-range behavior as it gains experience, which also leads to more efficient resource use. Interestingly, home-range patterns, which we assessed based on home-range overlap and increase in area covered with time, require the combined action of both memory components to emerge. Our model has the potential to predict home-range size and can be used for comparative analysis of the mechanisms shaping home-range patterns.
引用
收藏
页码:641 / 652
页数:12
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