An agent-based simulation model of Eldana saccharina Walker

被引:6
|
作者
van Vuuren, B. J. [1 ]
Potgieter, L. [2 ]
van Vuuren, J. H. [1 ]
机构
[1] Stellenbosch Univ, Dept Ind Engn, Stellenbosch Unit Operat Res & Engn, Private Bag X1, ZA-7602 Matieland, South Africa
[2] Stellenbosch Univ, Dept Logist, Matieland, South Africa
关键词
agent-based modeling; decision support system; Eldana saccharina Walker; pest control; simulation modeling; LEPIDOPTERA-PYRALIDAE; STALK BORER; SUGARCANE; STRATEGIES; DAMAGE;
D O I
10.1111/nrm.12153
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Eldana saccharina Walker (Lepidoptera: Pyralidae) is a stalk borer pest plaguing the sugar producing industry in South Africa . The pest feeds on the internal tissue of sugarcane stalks, causing yield losses in sucrose. Various control methods have been proposed in an attempt to suppress the pest. These control methods are, however, often difficult and costly to test, implement, and develop further in an iterative manner. In an attempt to better understand the behavior and population dynamics of E. saccharina, an agent-based simulation model is presented in this paper which simulates the stalk borer's biology, feeding habits, mating behavior, dispersal patterns, and various other characteristics as accurately as possible. The flexibility and validity of the model are then ascertained by subjecting the model to expert opinion and parameter variation analysis. A simplified control measure is then implemented in order to demonstrate the possibility for using the agent-based model in the future for developing and testing integrated pest management strategies against E. saccharina. Recommendations for Resource Managers The use of agent-based simulation modeling is investigated as a possible means for accurate capturing of the behavior of E. saccharina. The ability to accurately recreate pest behavior poses the opportunity for the detailed testing and development of control strategies to combat this sugarcane pest. By employing simulation modeling, control strategies may be tested to assess their anticipated success in eradicating the pest. The speed with which long-term analyses may be conducted, as well as the absence of the associated cost of infield testing, means that various scenarios may be investigated over a number of iterations in an attempt to optimize the process and achieve maximum confidence prior to infield implementation of the control strategies. The successful implementation of this science may provide a platform to extend this type of modeling to include other pests and/or plant hosts which may benefit from pest suppression.
引用
收藏
页数:27
相关论文
共 50 条
  • [41] Agent-based model of genotype editing
    Huang, Chien-Feng
    Kaur, Jasleen
    Maguitman, Ana
    Rocha, Luis M.
    EVOLUTIONARY COMPUTATION, 2007, 15 (03) : 253 - 289
  • [42] Agent-Based Decentralized Grid Model
    Kang, Hui
    Li, Jiahui
    Zhang, Lin
    Feng, Tie
    Yin, Qiuwen
    Liu, Yujun
    IEEE ACCESS, 2020, 8 : 102595 - 102606
  • [43] An agent-based model of consumer demand
    Tsiatsios, Georgios Alkis
    Kollias, Iraklis
    Leventides, John
    Melas, Evangelos
    BULLETIN OF ECONOMIC RESEARCH, 2024, 76 (04) : 935 - 950
  • [44] Estimating the economic injury level and the economic threshold for the use of -cypermethrin against the sugarcane borer, Eldana saccharina Walker (Lepidoptera: Pyralidae)
    Leslie, Graeme W.
    INTERNATIONAL JOURNAL OF PEST MANAGEMENT, 2009, 55 (01) : 37 - 44
  • [45] TOWARDS AGENT-BASED MODEL SPECIFICATION OF SMART GRID: A COGNITIVE AGENT-BASED COMPUTING APPROACH
    Akram, Waseem
    Niazi, Muaz A.
    Iantovics, Laszlo Barna
    Vassilakos, Athanasios V.
    INTERDISCIPLINARY DESCRIPTION OF COMPLEX SYSTEMS, 2019, 17 (03) : 546 - 585
  • [46] Adaptive and optimized agent placement scheme for parallel agent-based simulation
    Jin, Ki-Sung
    Lee, Sang-Min
    Kim, Young-Chul
    ETRI JOURNAL, 2022, 44 (02) : 313 - 326
  • [47] Timing of Tuberculosis Transmission and the Impact of Household Contact Tracing An Agent-based Simulation Model
    Kasaie, Parastu
    Andrews, Jason R.
    Kelton, W. David
    Dowdy, David W.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2014, 189 (07) : 845 - 852
  • [48] The Effect of Organizational Communication Media on Organizational Culture and Performance: An Agent-Based Simulation Model
    Enrique Canessa
    Rick L. Riolo
    Computational & Mathematical Organization Theory, 2003, 9 (2) : 147 - 176
  • [49] Validation of an agent-based microscopic pedestrian simulation model in a crowded pedestrian walking environment
    Hussein, Mohamed
    Sayed, Tarek
    TRANSPORTATION PLANNING AND TECHNOLOGY, 2019, 42 (01) : 1 - 22
  • [50] A Framework of Industrial Symbiosis Systems for Agent-based Simulation
    Fraccascia, Luca
    Yazdanpanah, Vahid
    van Capelleveen, Guido
    Yazan, Devrim Murat
    2019 IEEE 21ST CONFERENCE ON BUSINESS INFORMATICS (CBI), VOL 1, 2019, : 419 - 428