Spatially explicit control of invasive species using a reaction-diffusion model

被引:21
|
作者
Bonneau, Mathieu [1 ]
Johnson, Fred A. [2 ]
Romagosa, Christina M. [1 ]
机构
[1] Univ Florida, Dept Wildlife Ecol & Conservat, 110 Newins Ziegler Hall,POB 110430, Gainesville, FL 32611 USA
[2] US Geol Survey, Wetland &Aquat Res Ctr, 7920 NW 71 St, Gainesville, FL 32653 USA
关键词
Allocation; Burmese [!text type='python']python[!/text]s; Control; Invasive species; Reaction-diffusion model; Simulation; Spatial distribution; Ecological modeling; MANAGEMENT STRATEGIES; POPULATION-DYNAMICS; SPREAD; EQUATIONS; ECONOMICS;
D O I
10.1016/j.ecolmodel.2016.05.013
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Invasive species, which can be responsible for severe economic and environmental damages, must often be managed over a wide area with limited resources, and the optimal allocation of effort in space and time can be challenging. If the spatial range of the invasive species is large, control actions might be applied only on some parcels of land, for example because of property type, accessibility, or limited human resources. Selecting the locations for control is critical and can significantly impact management efficiency. To help make decisions concerning the spatial allocation of control actions, we propose a simulation based approach, where the spatial distribution of the invader is approximated by a reaction-diffusion model. We extend the classic Fisher equation to incorporate the effect of control both in the diffusion and local growth of the invader. The modified reaction-diffusion model that we propose accounts for the effect of control, not only on the controlled locations, but on neighboring locations, which are based on the theoretical speed of the invasion front. Based on simulated examples, we show the superiority of our model compared to the state-of-the-art approach. We illustrate the use of this model for the management of Burmese pythons in the Everglades (Florida, USA). Thanks to the generality of the modified reaction-diffusion model, this framework is potentially suitable for a wide class of management problems and provides a tool for managers to predict the effects of different management strategies. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:15 / 24
页数:10
相关论文
共 50 条
  • [1] Optimal control of an invasive species using a reaction-diffusion model and linear programming
    Bonneau, Mathieu
    Johnson, Fred A.
    Smith, Brian J.
    Romagosa, Christina M.
    Martin, Julien
    Mazzotti, Frank J.
    ECOSPHERE, 2017, 8 (10):
  • [2] A Reaction-Diffusion Model with Spatially Inhomogeneous Delays
    Lou, Yijun
    Wang, Feng-Bin
    JOURNAL OF DYNAMICS AND DIFFERENTIAL EQUATIONS, 2024, 36 (04) : 3743 - 3758
  • [3] Explicit control law of a coupled reaction-diffusion process
    He, Cuihua
    Xie, Chengkang
    Zhen, Zhiyuan
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (05): : 2087 - 2101
  • [4] Exact dynamics of a reaction-diffusion model with spatially alternating rates
    Mobilia, M
    Schmittmann, B
    Zia, RKP
    PHYSICAL REVIEW E, 2005, 71 (05):
  • [5] Boundary control of coupled reaction-diffusion systems with spatially-varying reaction
    Vazquez, Rafael
    Krstic, Miroslav
    IFAC PAPERSONLINE, 2016, 49 (08): : 222 - 227
  • [6] A REACTION-DIFFUSION MODEL FOR THE CONTROL OF CHOLERA EPIDEMIC
    Misra, A. K.
    Gupta, Alok
    JOURNAL OF BIOLOGICAL SYSTEMS, 2016, 24 (04) : 431 - 456
  • [7] Explicit formulas for reaction probability in reaction-diffusion experiments
    Wallace, M.
    Feres, R.
    Yablonsky, G.
    Stern, A.
    COMPUTERS & CHEMICAL ENGINEERING, 2019, 125 : 612 - 622
  • [8] Spatially stochastic reaction in stationary Reaction-Diffusion equations
    Bellini, M
    NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA B-GENERAL PHYSICS RELATIVITY ASTRONOMY AND MATHEMATICAL PHYSICS AND METHODS, 1999, 114 (12): : 1429 - 1432
  • [9] Generation of ECG signals from a reaction-diffusion model spatially discretized
    Quiroz-Juarez, M. A.
    Jimenez-Ramirez, O.
    Vazquez-Medina, R.
    Brena-Medina, V
    Aragon, J. L.
    Barrio, R. A.
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [10] Generation of ECG signals from a reaction-diffusion model spatially discretized
    M. A. Quiroz-Juárez
    O. Jiménez-Ramírez
    R. Vázquez-Medina
    V. Breña-Medina
    J. L. Aragón
    R. A. Barrio
    Scientific Reports, 9