Using spatial games to model and simulate tomato spotted wilt virus-western flowers thrip dynamic system

References

• Brittlebank CC. Tomato diseases. J Depart Agric. 1919;17:213–235.
   Google Scholar
• Samuel G, Bald JG, Pittman HA. Investigations on ‘spotted wilt’ of tomatoes. Bull Council Sci Ind Res. 1930;44:64.
   Google Scholar
• Sherwood JL, German TL, Moyer JW, et al. Tomato spotted wilt virus. Plant Health Instructor. 2003. doi:10.1094/PHI-I-2003-0613-02.
   Google Scholar
• Plant viruses spread by thrips. Department of Employment, Economic Development and Innovation, Agri-Science Queensland. Available from: https://www.daf.qld.gov.au/__data/assets/pdf_file/0007/58777/Thrip-viruses-veg-crops.pdf
   Google Scholar
• Zitter TA, Daughtrey ML, Sanderson JP. Tomato spotted wilt virus. Vegetable crops, cooperative extension. New York (NY): Cornell University; 1989.
   Google Scholar
• Whitfield AE, Ullman DE, German TL. Tospovirus-thrips interactions. Annu Rev Phytopathol. 2005;43:459–489.10.1146/annurev.phyto.43.040204.140017
   PubMed Web of Science ®Google Scholar
• Nagata T, Peters D. An anatomical perspective of tospovirus transmission. Virus-Insect-Plant Interact. 2001;51–67.10.1016/B978-012327681-0/50006-6
   Google Scholar
• Ullman DE, Meideros R, Campbell LR, et al. Thrips as vectors of tospoviruses. Adv Bot Res. 2002;36:113–140.10.1016/S0065-2296(02)36061-0
   Web of Science ®Google Scholar
• Sether DM, DeAngelis JD. Tomato spotted wilt virus host list and bibliography. Special Report No. 888. Corvallis (OG): Agricultural Experiment Station; 1992.
   Google Scholar
• Hobbs HA, Johnson RR, Story RN, et al. Weed hosts and thrips transmission of tomato spotted wilt virus in Louisiana. Int Sympos Tospoviruses Thrips Floral Vegetable Crops. 1996;431:291–297.
   Google Scholar
• Johnson RR, Black LL, Hobbs HA, et al. Association of Frankliniella fusca and three winter weeds with tomato spotted wilt virus in Louisiana. Plant Dis. 1995;79:572–576.10.1094/PD-79-0572
   Web of Science ®Google Scholar
• Chatzivassiliou EK, Boubourakas I, Drossos E, et al. Weeds in greenhouses and tobacco fields are differentially infected by tomato spotted wilt virus and infested by its vector species. Plant Dis. 2001;85:40–46.10.1094/PDIS.2001.85.1.40
   PubMed Web of Science ®Google Scholar
• Wu CH, Zhao SN, Kuang Y, et al. New mathematical models for vector-borne disease: transmission of tomato spotted wilt virus. In: Shih Y-C, Max Liang S-F, editors. Bridging research and good practices towards patient welfare. Taipei: CRC Press; 2014. p. 259–268.
   Google Scholar
• Ullman D, Cho J, Mau R, et al. A midgut barrier to tomato spotted wilt virus acquisition by adult western flower thrips. Phytopathology. 1992;82:1333–1342.10.1094/Phyto-82-1333
   Web of Science ®Google Scholar
• van de Wetering F, Goldbach R, Peter D. Tomato spotted wilt tospovirus ingestion by first instar larvae of Frankliniella occidentalis is a prerequisite for transmission. Phytopathology. 1996;86:900–905.10.1094/Phyto-86-900
   Web of Science ®Google Scholar
• Smid HM, Nagata T, Goldbach R, et al. Tissue tropism related to vector competence of Frankliniella occidentalis for tomato spotted wilt tospovirus. J Gen Virol. 1999;80(2):507–515.10.1099/0022-1317-80-2-507
   PubMed Web of Science ®Google Scholar
• de Assis Filho FM, Deom CM, Sherwood JL. Acquisition of tomato spotted wilt virus by adults of two thrips species. Phytopathology. 2004;94:333–336.10.1094/PHYTO.2004.94.4.333
   PubMed Web of Science ®Google Scholar
• Stafford-Banks C, Rotenberg D, Johnson BR, et al. Analysis of the salivary gland transcriptome of Frankliniella occidentalis. PLoS ONE. 2014;9:e94447.10.1371/journal.pone.0094447
   PubMed Web of Science ®Google Scholar
• Allen CT, Kharboutli MS, McAllister CD, et al. Thrips, weeds, and tomato spotted wilt virus. Arkansas Agric Exp Station. 2000;475:11–16.
   Google Scholar
• Olatinwo RO, Paz JO, Brown SL, et al. A predictive model for spotted wilt epidemics in peanut based on local weather conditions and the tomato spotted wilt virus risk index. Phytopathology. 2008;98:1066–1074.10.1094/PHYTO-98-10-1066
   PubMed Web of Science ®Google Scholar
• Magarey RD, Fowler GA, Borchert DM, et al. NAPPFAST: an internet system for the weather-based mapping of plant pathogens. Plant Dis. 2007;91:336–345.10.1094/PDIS-91-4-0336
   PubMed Web of Science ®Google Scholar
• Chappell TM, Beaudoin ALP, Kennedy GG. Interacting virus abundance and transmission intensity underlie tomato spotted wilt virus incidence: an example weather-based model for cultivated tobacco. PLoS ONE. 2013;8:e73321.10.1371/journal.pone.0073321
   PubMed Web of Science ®Google Scholar
• Morsello SC, Kennedy GG. Spring temperature and precipitation affect tobacco thrips, Frankliniella fusca, population growth and Tomato spotted wilt virus spread within patches of the winter annual weed Stellaria media. Entomol Exp Appl. 2009;130:138–148.10.1111/eea.2009.130.issue-2
   Web of Science ®Google Scholar
• Morsello SC, Beaudoin ALP, Groves RL, et al. The influence of temperature and precipitation on spring dispersal of Frankliniella fusca changes as the season progresses. Entomol Exp Appl. 2010;134:260–271.10.1111/eea.2010.134.issue-3
   Web of Science ®Google Scholar
• Jeger M, van den Bosch F, McRoberts N. Modelling transmission characteristics and epidemic development of the tospovirus – thrip interaction. Arthropod-Plant Inter. 2015;9:107–120.10.1007/s11829-015-9363-2
   Web of Science ®Google Scholar
• Ogada PA, Moualeu DP, Poehling HM. Predictive models for tomato spotted wilt virus spread dynamics, considering Frankliniella occidentalis specific life processes as influenced by the virus. PLoS ONE. 2016;11(5):e0154533.10.1371/journal.pone.0154533
   PubMed Web of Science ®Google Scholar
• Ogada PA, Maiss E, Poehling H-M. Influence of tomato spotted wilt virus on performance and behaviour of western flower thrips (Frankliniella occidentalis). J Appl Entomol. 2013;137:488–498.10.1111/jen.2013.137.issue-7
   Web of Science ®Google Scholar
• Shalileh S, Ogada PA, Moualeu DP, et al. Manipulation of Frankliniella occidentalis (Thysanoptera: Thripidae) by Tomato Spotted Wilt Virus (Tospovirus) via the host plant nutrients to enhance its transmission and spread. Environ Entomol. 2016;45(5):1235–1242.10.1093/ee/nvw102
   PubMed Web of Science ®Google Scholar
• Zhao SN, Wu J, Ben-Arieh D. Modeling infection spread and behavioral change using spatial games. Health Syst. 2015;4(1):41–53.10.1057/hs.2014.22
   Web of Science ®Google Scholar
• Lewontin RC. Evolution and the theory of games. J Theor Biol. 1961;1(3):382–403.10.1016/0022-5193(61)90038-8
   PubMed Web of Science ®Google Scholar
• Lozano S, Arenas A, Sánchez A. Mesoscopic structure conditions the emergence of cooperation on social networks. PLoS ONE. 2008;3(4):e1892.10.1371/journal.pone.0001892
   PubMed Web of Science ®Google Scholar
• Santos FC, Pacheco JM, Lenaerts T. Evolutionary dynamics of social dilemmas in structured heterogeneous populations. Proc Nat Acad Sci. 2006;103(9):3490–3494.10.1073/pnas.0508201103
   PubMed Web of Science ®Google Scholar
• Roca CP, Cuesta JA, Sánchez A. Evolutionary game theory: temporal and spatial effects beyond replicator dynamics. Phys Life Rev. 2009;6(4):208–249.10.1016/j.plrev.2009.08.001
   PubMed Web of Science ®Google Scholar
• Newth D, Cornforth D. Asynchronous spatial evolutionary games. Biosystems. 2009;95(2):120–129.10.1016/j.biosystems.2008.09.003
   PubMed Web of Science ®Google Scholar
• Kirk WDJ, Terry Li. The spread of the western flower thrips Frankliniella occidentalis (Pergande). Agric Forest Entomol. 2003;5:301–310.10.1046/j.1461-9563.2003.00192.x
   Web of Science ®Google Scholar
• Managing western flower thrips on greenhouse crops, integrated pest management. University of Connecticut. Available from: http://ipm.uconn.edu/documents/raw2/Managing%20Western%20Flower%20Thrips%20on%20Greenhouse%20Crops/Managing%20Western%20Flower%20Thrips%20on%20Greenhouse%20Crops.php?aid=204
   Google Scholar
• Saltelli A. Sensitivity analysis for importance assessment. Risk Anal. 2002;22(3):1–12.
   PubMed Web of Science ®Google Scholar
• Saltelli A, Ratto M, Andres T, et al. Global sensitivity analysis: the primer. Chichester: Wiley; 2008.
   Google Scholar
• TA. Zitter, ML. Daughtrey. Vegetable crops: tomato spotted wilt virus. [Internet]; 1989.Available from: http://vegetablemdonline.ppath.cornell.edu/factshe
   Google Scholar
• Robb KL, Parella MP, Newman JP. The biology and control of western flower thrips. Part I. Ohio Florosts Assoc Bull. 1988;699:2–5.
   Google Scholar
• Gillespie DL. The effectiveness of biological control of Frankliniella occidentalis in prevention of the spread of tomato spotted wilt virus [master thesis]. Manhattan, KS: Kansas State University; 2009.
   Google Scholar
• Wu J, Ben-Arieh D, Shi ZZ. An autonomous multi-agent simulation model for acute inflammatory response. Int J Artif Life Res. 2011;2(2):105–121.10.4018/IJALR
   Google Scholar
• Shi ZZ, Wu CH, Ben-Arieh D. Agent-based model: a surging tool to simulate infectious diseases in the immune system. Open J Model Simul. 2014;2(1):12–22.10.4236/ojmsi.2014.21004
   Google Scholar
• Shi Z, Chapes SK, Ben-Arieh D, et al. An agent-based model of a hepatic inflammatory response to Salmonella: a computational study under a large set of experimental data. PLoS ONE. 2016;11:e0161131.10.1371/journal.pone.0161131
   PubMed Web of Science ®Google Scholar
• Zhao SN, Kuang Y, Wu CH, et al. Zoonotic visceral Leishmaniasis transmission: modeling, backward bifurcation, and optimal control. J Math Biol. 2016;73:1525–1560.10.1007/s00285-016-0999-z
   PubMed Web of Science ®Google Scholar
• Fleming WH, Rishel RW. Deterministic and stochastic optimal control. New York (NY): Springer; 1975.10.1007/978-1-4612-6380-7
   Google Scholar