The "Levy or Diffusion" Controversy: How Important Is the Movement Pattern in the Context of Trapping?

被引:7
作者
Ahmed, Danish A. [1 ]
Petrovskii, Sergei V. [2 ]
Tilles, Paulo F. C. [2 ,3 ]
机构
[1] Prince Mohammad Bin Fahd Univ, Dept Math & Nat Sci, Dhahran 34754, Saudi Arabia
[2] Univ Leicester, Dept Math, Univ Rd, Leicester LE1 7RH, Leics, England
[3] Univ Fed Santa Maria, Dept Matemat, BR-97105900 Santa Maria, RS, Brazil
基金
巴西圣保罗研究基金会;
关键词
diffusion; random walks; Brownian motion; Levy walks; stable laws; individual movement; trap counts; pest monitoring; MONITORING RANDOM-WALKS; INTEGRATED PEST-MANAGEMENT; FLIGHT SEARCH PATTERNS; MULTISCALE APPROACH; ANOMALOUS DIFFUSION; INSECT MOVEMENT; SYNCHRONIZATION; DISPERSAL; ECOLOGY; FIELD;
D O I
10.3390/math6050077
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Many empirical and theoretical studies indicate that Brownian motion and diffusion models as its mean field counterpart provide appropriate modeling techniques for individual insect movement. However, this traditional approach has been challenged, and conflicting evidence suggests that an alternative movement pattern such as Levy walks can provide a better description. Levy walks differ from Brownian motion since they allow for a higher frequency of large steps, resulting in a faster movement. Identification of the 'correct' movement model that would consistently provide the best fit for movement data is challenging and has become a highly controversial issue. In this paper, we show that this controversy may be superficial rather than real if the issue is considered in the context of trapping or, more generally, survival probabilities. In particular, we show that almost identical trap counts are reproduced for inherently different movement models (such as the Brownian motion and the Levy walk) under certain conditions of equivalence. This apparently suggests that the whole 'Levy or diffusion' debate is rather senseless unless it is placed into a specific ecological context, e.g., pest monitoring programs.
引用
收藏
页数:27
相关论文
共 99 条
  • [1] Time Dependent Diffusion as a Mean Field Counterpart of Levy Type Random Walk
    Ahmed, D. A.
    Petrovskii, S.
    [J]. MATHEMATICAL MODELLING OF NATURAL PHENOMENA, 2015, 10 (02) : 5 - 26
  • [2] Evaluation and selection of functional diversity metrics with recommendations for their use in life cycle assessments
    Ahmed, Danish Ali
    van Bodegom, Peter M.
    Tukker, Arnold
    [J]. INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT, 2019, 24 (03) : 485 - 500
  • [3] Increased Cancer Burden Among Pesticide Applicators and Others Due to Pesticide Exposure
    Alavanja, Michael C. R.
    Ross, Matthew K.
    Bonner, Matthew R.
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2013, 63 (02) : 120 - 142
  • [4] Performance of sampling strategies in the presence of known spatial patterns
    Alexander, CJ
    Holland, JM
    Winder, L
    Woolley, C
    Perry, JN
    [J]. ANNALS OF APPLIED BIOLOGY, 2005, 146 (03) : 361 - 370
  • [5] Colorado Potato Beetle Resistance to Insecticides
    Alyokhin, Andrei
    Baker, Mitchell
    Mota-Sanchez, David
    Dively, Galen
    Grafius, Edward
    [J]. AMERICAN JOURNAL OF POTATO RESEARCH, 2008, 85 (06) : 395 - 413
  • [6] [Anonymous], 2013, Individualbased modeling and ecology, DOI DOI 10.1515/9781400850624
  • [7] [Anonymous], 2002, Mathematical biology, Interdisciplinary applied mathematics
  • [8] [Anonymous], THESIS
  • [9] [Anonymous], 1994, Aspects and Applications of the Random Walk
  • [10] [Anonymous], 1989, Dynamics of Biological Invasions