Cereal aphid movement: general principles and simulation modelling

Movement Ecology

Hazel R Parry¹ 

[1] CSIRO Ecosystem Sciences, GPO Box 2583, Brisbane, QLD 4001, Australia

关键词: Simulation modelling;    Flight;    Cereal aphid;    Migration;    Long-distance movement;   

Others  :  802604
DOI  :  10.1186/2051-3933-1-14

 received in 2013-10-04, accepted in 2013-12-11,  发布年份 2013

【 摘 要 】

Cereal aphids continue to be an important agricultural pest, with complex lifecycle and dispersal behaviours. Spatially-explicit models that are able to simulate flight initiation, movement direction, distance and timing of arrival of key aphid species can be highly valuable to area-wide pest management programmes. Here I present an overview of how knowledge about cereal aphid flight and migration can be utilized by mechanistic simulation models. This article identifies specific gaps in knowledge for researchers who may wish to further scientific understanding of aphid flight behaviour, whilst at the same time provides a synopsis of the knowledge requirements for a mechanistic approach applicable to the simulation of a wide range of insect species.

Although they are one of the most comprehensively studied insect groups in entomology, it is only recently that our understanding of cereal aphid flight and migration has been translated effectively into spatially-explicit simulation models. There are now a multitude of examples available in the literature for modelling methods that address each of the four phases of the aerial transportation process (uplift, transport in the atmosphere, initial distribution, and subsequent movement). I believe it should now be possible to draw together this knowledgebase and the range of modelling methods available to simulate the entire process: integrating mechanistic simulations that estimate the initiation of migration events, with the large scale migration modelling of cereal aphids and their subsequent local movement.

【 授权许可】

   
2013 Parry; licensee BioMed Central Ltd.

【 图 表 】

Figure 1.

Figure 2.

【 参考文献 】

• [1]Blackman R, Eastop V: Aphids on the world’s crops: an identification and information guide. 2nd edition. Chichester: Wiley; 2000.
• [2]Johnson CG: Migration and Dispersal of Insects by Flight. London: Methuen & Co Ltd; 1969.
• [3]Irwin ME, Kampmeier G, Weisser W: Aphid movement: process and consequences. In Aphids as Crop Pests. Edited by van Emden H, Harrington R. Wallingford: CABI; 2007.
• [4]Wallin JR, Loonan DV: Low-level jet winds, aphid vectors, local weather, and barley yellow dwarf virus outbreaks. Phytopathology 1971, 61:1068-1070.
• [5]Elton C: The dispersal of insects to Spitzbergen. T Roy Ent Soc London 1925, 73:289-299.
• [6]Close RC, Tomlinson AI: Dispersal of the grain aphid Macrosiphum miscanthi from Australia to New Zealand. N Z Entomol 1975, 6:62-65.
• [7]Shufran KA, Payton TL: Limited genetic variation within and between Russian wheat aphid (Hemiptera: Aphididae) biotypes in the United States. J Econ Entomol 2009, 102:440-445.
• [8]Llewellyn KS, Loxdale HD, Harrington R, Brookes CP, Clark SJ, Sunnucks P: Migration and genetic structure of the grain aphid (Sitobion avenae) in Britain related to climate and clonal fluctuation as revealed using microsatellites. Mol Ecol 2003, 12:21-34.
• [9]Kring JB: Flight behaviour of aphids. Annu Rev Entomol 1972, 17:461-492.
• [10]Taylor LR: Flight behaviour and aphid migration. Proc North Central Branch Entomol Soc Am 1965, 20:9-19.
• [11]Reynolds DR, Chapman JW, Harrington R: The migration of insect vectors of plant and animal viruses. Adv Virus Res 1996, 67:453-517.
• [12]Robert Y: Aphids and their environment: dispersion and migration. In Aphids: Their biology, natural enemies and control. Edited by Minks AK, Harrewijn P. Amsterdam: Elsevier; 1987:299-313. World Crop Pests
• [13]Irwin ME, Thresh JM: Long-range aerial dispersal of cereal aphids as virus vectors in north America. Philos Trans R Soc Lond B Biol Sci 1988, 321:421-446.
• [14]Loxdale HD, Hardie J, Halbert S, Foottit R, Kidd NAC, Carter CI: The relative importance of short- and long-range movement of flying aphids. Biol Rev 1993, 68:291-311.
• [15]Kennedy JS, Booth CO: Free flight of aphids in the laboratory. J Exp Biol 1963, 40:67-85.
• [16]Moericke BV: Über die Lebensgewohnheiten der geflügelten Blättlause (Aphidina) unter besonderer Berucksichtigung des Verhaltens beim Landen. Z Angew Entomol 1955, 37:29-91.
• [17]Davies WM, Whitehead T: Studies on aphides infesting the potato crop VI. Aphis infestations of isolated plants. Ann Appl Biol 1938, 25:122-142.
• [18]Doncaster JP: The life history of Aphis (Doralis) rhamni B.d.F. in eastern England. Ann Appl Biol 1943, 30:101-104.
• [19]Johnson CG: Aphid migration in relation to weather. Biol Rev 1954, 29:87-118.
• [20]Loxdale HD, Lushai G: Slaves of the environment: the movement of herbivorous insects in relation to their ecology and genotype. Philos Trans R Soc Lond B Biol Sci 1999, 354:1479-1498.
• [21]Irwin ME: Implications of movement in developing and deploying integrated pest management strategies. Agr Forest Meteorol 1999, 97:235-248.
• [22]Ward SA, Leather SR, Pickup J, Harrington R: Mortality during dispersal and the cost of host specificity in parasites: how many aphids find hosts? J Anim Ecol 1998, 67:763-773.
• [23]Hardie J: Variation in behavioural migration in aphids. Eur J Entomol 1994, 91:115-120.
• [24]Walters KFA, Dixon AFG: Migratory urge and reproductive investment in aphids: variation within clones. Oecologia 1983, 58:70-75.
• [25]Nottingham SF, Hardie J, Tatchell GM: Flight behaviour of the bird cherry aphid, Rhopalosiphum padi. Physiol Entomol 1991, 16:223-229.
• [26]Nottingham SF, Hardie J: Migration and targeted flight in seasonal forms of the black bean aphid, Aphis fabae. Physiol Entomol 1989, 14:451-458.
• [27]Tatchell GM, Plumb RT, Carter N: Migration of alate morphs of the bird cherry aphid (Rhopalosiphum padi) and implications for the epidemiology of barley yellow dwarf virus. Ann Appl Biol 1988, 112:1-11.
• [28]Woodford JAT: Difference in flight capacity between naturally occurring spring and summer forms of Myzus persicae (Sulz.) (Hemiptera:Aphididae). Nature 1968, 217:583-584.
• [29]Hullé M, Coquio S, Laperche V: Patterns in flight phenology of a migrant cereal aphid species. J Appl Ecol 1994, 31:49-58.
• [30]Lewis T, Taylor LR: Diurnal perodicity of flight by insects. Trans R Ent Soc London 1964, 116:393-479.
• [31]Hendrie LK, Irwin ME, Liquido NJ, Ruesin WG, Mueller EA, Voegtlin DJ, Achtemeier GL, Steiner WM, Scott RW: Conceptual approach to modeling aphid migration. In The movement and dispersal of agriculturally important biotic agents. Edited by MacKenzie DR, Barfield CS, Kennedy GC, Smith JC. Baton Rouge, LA: Claitor’s Publishing Division; 1985.
• [32]Isard SA, Irwin ME: A strategy for studying the long-distance aerial movement of insects. J Agr Entomol 1993, 10:283-297.
• [33]Walters KFA, Dixon AFG: The effect of temperature and wind on the flight activity of cereal aphids. Ann Appl Biol 1984, 104:17-26.
• [34]Broadbent L: Aphis migration and the efficiency of the trapping method. Ann Appl Biol 1948, 35:379-394.
• [35]Campbell CAM, Ridout MS: Effects of plant spacing an interplanting with oilseed rape on colonisation of dwarf hops by the damson-hop aphid, Phorodon humuli. Entomol Exp Appl 2001, 99:211-216.
• [36]Compton S: Sailing with the wind: dispersal by small flying insects. In Dispersal Ecology: the 42nd symposium of the British Ecological Society held at the University of Reading, 2–5 April 2001. Edited by Bullock JM, Kenward RE, Hails RS. Oxford: Blackwell Science; 2002:113-133.
• [37]Taylor LR: Insect migration, flight periodicity and the boundary layer. J Anim Ecol 1974, 43:225-238.
• [38]Haine E: Aphid take-off in controlled wind speeds. Nature 1955, 175:474-475.
• [39]Johnson CG: Aphid Migration. New Scientist 1962, 305:622-625.
• [40]Davies WM: Studies on aphides infesting the potato crop. VII. Report on a survey of the aphis population of potatoes in selected districts of Scotland (25 July-6 August 1936). Ann Appl Biol 1939, 26:116-134.
• [41]Stapley JH: Pests of Farm Crops. London: E. and F. N. Spon, Ltd; 1949.
• [42]Thomas I, Vevai EJ: Aphis migration. An analysis of the results of five seasons’ trapping in North Wales. Ann Appl Biol 1940, 27:393-405.
• [43]Kennedy JS: Behavioural post-inhibitory rebound in aphids taking flight after exposure to wind. Anim Behav 1990, 39:1078-1088.
• [44]Bottenberg H, Irwin ME: Influence of wind speed on residence time of Uroleucon ambrosiae alatae (Homoptera: Aphididae) on bean plants in bean moncultures and bean-maize mixtures. Environ Entomol 1991, 20:1375-1380.
• [45]Dry WW, Taylor LR: Light and temperature thresholds for take-off by aphids. J Anim Ecol 1970, 39:493-504.
• [46]Dixon AFG: Aphid Ecology. 2nd edition. London: Chapman and Hall; 1988.
• [47]Rautapää J: Light reactions of cereal aphids (Homoptera, Aphididae). Ann Agr Fenn 1980, 46:1-12.
• [48]Wiktelius S: Diurnal flight periodicities and temperature thresholds for flight for different migrant forms of Rhopalosiphum padi L. (Hom., Aphididae). Z Angew Entomol 1981, 92:449-457.
• [49]Lewis T: The effect of an artificial windbreak on the distribution of aphids in a lettuce crop. Ann Appl Biol 1965, 55:513-518.
• [50]Gatehouse AG: Behaviour and ecological genetics of wind-borne migration by insects. Annu Rev Entomol 1997, 42:475-502.
• [51]Berry RE, Taylor LR: High-altitude migration of aphids in maritime and continental climates. J Anim Ecol 1968, 37:713-722.
• [52]Isard SA, Gage SH: Flow of Life in the Atmosphere: An Airscape Approach to Understanding Invasive Organisms. East Lansing: Michigan State University Press; 2001.
• [53]Chapman JW, Reynolds DR, Smith AD, Smith ET, Woiwod IP: An aerial netting study of insects migrating at high altitude over England. Bull Entomol Res 2004, 94:123-136.
• [54]Isard SA, Irwin ME, Hollinger SE: Vertical distribution of aphids (Homoptera: Aphididae) in the planetary boundary layer. Environ Entomol 1990, 19:1473-1484.
• [55]Fabre F, Dedryver CA, Plantegenest M, Hullé M, Rivot E: Hierarchical Bayesian Modelling of plant colonisation by winged aphids: inferring dispersal processes by linking aerial and field count data. Ecol Model 2010, 221:1770-1778.
• [56]Broadbent L: Factors affecting the activity of alatae of the aphids Myzus persicae (Sulzer) and Brevicoryne brassicae (L). Ann Appl Biol 1949, 36:40-62.
• [57]Johnson B: Flight muscle autolysis and reproduction in aphids. Nature 1953, 172:813.
• [58]Hardie J, Mallory ACL, Quashie-Williams CA: Juvenile hormone and host-plant colonization by the black bean aphid, Aphis fabae. Physiol Entomol 1990, 15:331-336.
• [59]Johnson B: Studies on the degeneration of the flight muscles of alate aphids. I. A comparative study of the occurrence of muscle breakdown in relation to reproduction in several species. J Insect Physiol 1957, 1:248-256.
• [60]Cockbain AJ: Viability and fecundity of alienicolae of Aphis fabae Scop. after flights to exhaustion. J Exp Biol 1961, 38:181-187.
• [61]Liquido NJ, Irwin ME: Longevity, fecundity, change in degree of gravidity and lipid content with adult age, and lipid utilisation during tethered flight of alates of the corn leaf aphid, Rhopalosiphum maidis. Ann Appl Biol 1986, 108:449-459.
• [62]Levin DM, Irwin ME: Barley Yellow Dwarf Luteovirus effects on tethered flight duration, wingbeat frequency, and age of maiden flight in Rhopalosiphum padi (Homoptera: Aphididae). Environ Entomol 1995, 24:306-312.
• [63]Isard SA, Irwin ME: Formulating and evaluating hypotheses on the ascent phase of aphid movement and dispersal. In Proceedings of the Twelfth Conference on Biometeorology and Aerobiology. Boston: American Meteorological Society; 1996:430-433.
• [64]Reynolds AM, Reynolds DR: Aphid aerial density profiles are consistent with turbulent advection amplifying flight behaviours: abandoning the ephithet ‘passive’. Proc R Soc B 2009, 276:137-143.
• [65]De Barro P: The role of annual grasses in the phenology of Rhopalosiphum padi in the low rainfall belt of South Australia. Annals of Applied Biology 1992, 121:455-46.
• [66]Cockbain AJ: Fuel utilization and duration of tethered flight in Aphis fabae Scop. J Exp Biol 1961, 38:163-174.
• [67]Kennedy JS, Booth CO, Kershaw WJS: Host finding by aphids in the field II. Aphis fabae Scop. (gynoparae) and Brevicoryne brassicae L.; with a re-appraisal of the role of host-finding behaviour in virus spread. Ann Appl Biol 1959, 47:424-444.
• [68]Carter N, Harrington R: Factors influencing aphid population dynamics and behavior and the consequences for virus spread. In Advances in Disease Vector Research. Volume 7. Edited by Harris KF. New York: Springer-Verlag; 1991.
• [69]Harrington R, Mann JA, Burgess AJ, Tones SJ, Rogers R, Foster GN, Blake S, Morrison SF, Ward L, Barker I, Morgan D, Walters KFA: Development and validation of decision support methodology for control of Barley Yellow Dwarf Virus, HGCA Project Report Number 205. Home Grown Cereals Authority: UK; 1999.
• [70]Nemecek T, Fischlin A, Derron J, Roth O: Distance and direction of trivial flights of aphids in a potato field, Systems Ecology ETHZ Report Nr. 18. Swiss Federal Institute of Technology Zurich, Department of Environmental Sciences and Institute of Terrestrial Ecology; 1993. http://www.sysecol.ethz.ch/Reports.html webcite
• [71]Irwin ME, Kampmeier GE: Vector behavior, environmental stimuli, and the dynamics of plant virus epidemics. In Spatial components of plant disease epidemics. Edited by Jeger MJ. Englewood Cliffs, NJ: Prentice-Hall; 1989.
• [72]Hodgson C: Dispersal of apterous aphids (Homoptera: Aphididae) from their host plant and its significance. Bull Entomol Res 1991, 81:417-427.
• [73]Bailey SM, Irwin ME, Kampmeier GE, Eastman CE, Hewings AD: Physical and biological perturbations: their effect on the movement of apterous Rhopalosiphum padi (Homoptera: Aphididae) and localized spread of Barley Yellow Dwarf Virus. Environ Entomol 1995, 24:24-33.
• [74]Mann JA, Tatchell GM, Dupuch MJ, Harrington R, Clark SJ, McCartney HA: Movement of apterous Sitobion avenae (Homoptera, Aphididae) in response to leaf disturbances caused by wind and rain. Ann Appl Biol 1995, 126:417-427.
• [75]Kleuken AM, Hau B, Freier B, Friesland H, Kleinhenz B, Poehling H-M: Comparison and validation of population models for cereal aphids. J Plant Dis Protect 2009, 116:129-140.
• [76]Parry HR, Evans AJ, Morgan D: Aphid population response to agricultural landscape change: a spatially explicit, individual-based model. Ecol Model 2006, 199:451-463.
• [77]Müller CB, Williams IS, Hardie J: The role of nutrition, crowding and interspecific interactions in the development of winged aphids. Ecol Entomol 2001, 26:330-340.
• [78]Rautapää J: Population dynamics of cereal aphids and method of predicting population trends. Ann Agr Fenn 1976, 15:272-293.
• [79]De Barro P: The role of temperature, photoperiod, crowding and plant quality on the production of alate viviparous females of the bird cherry-oat aphid, Rhopalosiphum padi. Entomol Exp Appl 1992, 65:205-214.
• [80]An CJ, Fei XD, Chen WF, Zhao ZW: The integrative effects of population density, photoperiod, temperature, and host plant on the induction of alate aphids in Schizaphis graminum. Arch Insect Biochem Physiol 2012, 79:198-206.
• [81]Brisson JA: Aphid wing dimorphisms: linking environmental and genetic control of trait variation. Philos T Roy Soc B 2010, 365:605-616.
• [82]Hardie J, Schlumberger A: The early appearance of foraging flight associated with starvation in an aphid. Entomol Exp Appl 1996, 80:73-75.
• [83]Walters KFA, Dixon AFG: The effect of host quality and crowding on the settling and take-off of cereal aphids. Ann Appl Biol 1982, 101:211-218.
• [84]Clark SJ, Tatchell GM, Perry JN, Woiwod IP: Comparative phenologies of two migrant cereal aphid species. J Appl Ecol 1992, 29:571-580.
• [85]Kidd NAC: The influence of population density on the flight behavior of the lime aphid, Eucallipterus tiliae. Entomol Exp Appl 1977, 22:251-261.
• [86]Shaw MJP: Efects of population density on alienicolae of Aphis fabae Scop. II. The effects of crowding on the expression of migratory urge among alatae in the laboratory. Ann Appl Biol 1970, 65:197-203.
• [87]Klingauf A: Host plant finding and acceptance. In Aphids: Their Biology, Natural Enemies and Control. Edited by Minks AK, Harrewijn P. Amsterdam: Elsevier; 1987:209-223. World Crop Pests
• [88]De Barro P, Maelzer DA: Influence of high temperatures on the survival of Rhopalosiphum padi (L.)(Hemiptera: Aphididae) in irrigated perennial grass pastures in South Australia. Aust J Zool 1993, 41:123-132.
• [89]Butler EJ, Jones SG: Plant pathology. London: Macmillan; 1949.
• [90]Rautapää J: Humidity reactions of cereal aphids (Homoptera, Aphididae). Ann Agr Fenn 1979, 45:33-41.
• [91]Lewis T, Siddorn JW: Measurement of the physical environment. In Aphid Technology. Edited by van Emden HF. London: Academic Press; 1972:235-273.
• [92]A’Brook J: Some observations in west Wales on the relationship between numbers of alate aphids and weather. Ann Appl Biol 1981, 97:11-15.
• [93]David CT, Hardie JIM: The visual responses of free-flying summer and autumn forms of the black bean aphid, Aphis fabae, in an automated flight chamber. Physiol Entomol 1988, 13:277-284.
• [94]Geerts B, Miao Q: A simple numerical model of the flight behavior of small insects in the atmospheric convective boundary layer. Environ Entomol 2005, 34:353-360.
• [95]Leskinen M, Markkula I, Kostinen J, Pylkko P, Ooperi S, Siljamo P, Ojanen H, Raiskio S, Tiilikkala K: Pest insect immigration warning by an atmospheric dispersion model, weather radars and traps. J Appl Entomol 2011, 135:55-67.
• [96]Mann JA, Harrington R: Key factors for modelling secondary spread of Barley Yellow Dwarf Virus. HGCA project report: HGCA, UK; 1996.
• [97]Hardie J: Flight behavior in migrating insects. J Agr Entomol 1993, 10:239-245.
• [98]Kennedy JS, Booth CO, Kershaw WJS: Host finding by aphids in the field III. Visual attraction. Ann Appl Biol 1961, 49:1-21.
• [99]Brown JE, Dangler JM, Woods FM, Tilt KM, Henshaw MD, Griffey WA, West MS: Delay in mosaic-virus onset and aphid vector reduction in summer squash grown on reflective mulches. Hortscience 1993, 28:895-896.
• [100]Storer JR, Young S, Hardie J: Three-dimensional analysis of aphid landing behaviour in the laboratory and field. Physiol Entomol 1999, 24:271-277.
• [101]Morgan D: Population dynamics of the bird cherry-oat aphid, Rhopalosiphum padi (L.), during the autumn and winter: a modelling approach. Agric For Entomol 2000, 2:297-304.
• [102]Watson SJ, Carter N: Weather and modelling cereal aphid populations in Norfolk (UK). EPPO Bulletin 1983, 13:223-227.
• [103]Taylor LR: Analysis of the effect of temperature on insects in flight. J Anim Ecol 1963, 32:99-117.
• [104]Bottenberg H, Irwin ME: Canopy structure in soybean monocultures and soybean-sorghum mixtures: impact on aphid (Homptera: Aphididae) landing rates. Environ Entomol 1992, 21:542-548.
• [105]Zhu M, Radcliffe EB, Ragsdale DW, MacRae IV, Seeley MW: Low-level jet streams associated with spring aphid migration and current season spread of potato viruses in the U.S. northern Great Plains. Agr Forest Meteorol 2006, 138:192-202.
• [106]Scott RW, Achtemeier GL: Estimating pathways of migrating insects carried in atmospheric winds. Environ Entomol 1987, 16:1244-1254.
• [107]Riley JR: Remote sensing in entomology. Annu Rev Entomol 1989, 34:247-271.
• [108]Harrewijn P, Hoof HA, Norrdink JPW: Flight behaviour of the aphid Myzus persicae during its maiden flight. Neth J Plant Pathol 1981, 87:111-117.
• [109]Lushai G, Loxdale H: Tracking movement in small insect pests, with special reference to aphid populations. Int J Pest Manage 2004, 50:307-315.
• [110]Malloch G, Highet F, Kasprowicz L, Pickup J, Neilson R, Fenton B: Microsatellite marker analysis of peach–potato aphids (Myzus persicae, Homoptera: Aphididae) from Scottish suction traps. Bull Entomol Res 2006, 96:573-582.
• [111]Hulle M, Coeur d’acier A, Bankhead-Dronnet S, Harrington R: Aphids in the face of global changes. C R Biol 2010, 333:497-503.
• [112]Harrington R, Clark S: Trends in the timings of the start and end of annual flight periods. In Aphid Biodiversity under Environmental Change: Patterns and Processes. Edited by Kindlmann P, Dixon AFG, Michaud JP. London: Springer; 2010.
• [113]Woiwod IP, Harrington R: Flying in the face of change: the rothamsted insect survey. In Long-Term Experiments in Agricultural and Ecological Sciences. Edited by Leigh RA, Johnson AE. Wallingford, UK: CAB International; 1994:321-342.
• [114]Pike KS, Allison D, Boydston L, Qualset CO, Vogt HE, Summers CG: Suction trap reveals 60 wheat aphid species, including Russian wheat aphid. Calif Agric 1989, 43:22-24.
• [115]Belding MJ, Isard SA, Hewings AD, Irwin ME: Photovoltaic-powered suction trap for weakly flying insects. J Econ Entomol 1991, 84:306-310.
• [116]Chapman JW, Nesbit RL, Burgin LE, Reynolds DR, Smith AD, Middleton DR, Hill JK: Flight orientation behaviours promote optimal migration trajectories in high-flying insects. Science 2010, 327:682-685.
• [117]Nieminen M, Leskinen M, Helenius J: Doppler radar detection of exceptional mass-migration of aphids into Finland. Int J Biometeorol 2000, 44:172-181.
• [118]Hendrie LK, Irwin ME: Measurement of the vertical dispersion of insects in the atmosphere: insect sampling. Illinois: Illinois Department of Energy and Natural Resources; 1987:227. [In The Pests and Weather Project (Report ILENR/RE-AQ-87/1)]
• [119]Steiner WWM, Voegtlin DJ, Irwin ME: Genetic differentiation and its bearing on migration in North-American populations of the corn leaf aphid, Rhopalosiphum-maidis (fitch) (Homoptera, aphididae). Ann Entomol Soc Am 1985, 78:518-525.
• [120]Steiner WWM, Voegtlin DJ, Irwin ME, Kampmeier G: Electrophoretic comparison of aphid species - detecting differences based on taxonomic status and host plant. Comp Biochem Physiol B Biochem Mol Biol 1985, 81:295-299.
• [121]Lupoli R, Irwin ME, Vossbrinck CR: A ribosomal DNA probe to distinguish populations of Rhopalosiphum maidis (Homoptera, aphididae). Ann Appl Biol 1990, 117:3-8.
• [122]Vialatte A, Plantegenest M, Simon JC, Dedryver CA: Farm-scale assessment of movement patterns and colonization dynamics of the grain aphid in arable crops and hedgerows. Agric For Entomol 2007, 9:337-346.
• [123]Ciss M, Parisey N, Dedryver CA, Pierre JS: Understanding flying insect dispersion: multiscale analyses of fragmented landscapes. Ecol Inform 2013, 14:59-63.
• [124]Gosselke U, Triltsch H, Rossberg D, Freier B: GETLAUS01 - the latest version of a model for simulating aphid population dynamics in dependence on antagonists in wheat. Ecol Model 2001, 145:143-157.
• [125]Fabre F, Pierre JS, Dedryver CA, Plantegenest M: Barley yellow dwarf disease risk assessment based on Bayesian modelling of aphid population dynamics. Ecol Model 2006, 193:457-466.
• [126]Parry H, Aurambout J-P, Kriticos D: Having your cake and eating it: a modelling framework to combine process-based population dynamics and dispersal simulation. In MODSIM2011, 19th International Congress on Modelling and Simulation., 12-16 December 2011; Perth, Australia. Edited by Chan F, Marinova D, Anderssen RS. Modelling and Simulation Society of Australia and New Zealand; 2011:2535-2541. http://www.mssanz.org.au/modsim2011/E16/parry.pdf webcite
• [127]Leclercq-Le Quillec F, Plantegenest M, Riault G, Dedryver CA: Analyzing and modeling temporal disease progress of Barley Yellow Dwarf virus serotypes in barley fields. Phytopathology 2000, 90:860-866.
• [128]Fabre F, Dedryver CA, Leterrier JL, Plantegenest M: Aphid abundance on cereals in autumn predicts yield loss caused by Barley yellow dwarf virus. Phytopathology 2003, 93:1217-1222.
• [129]Fabre F, Plantegenest M, Lucie M, Dedryver CA, Leterrier JL, Jacquot E: Effects of climate and land use on the occurence of viruliferous aphids and the epidemiology of barley yellow dwarf disease. Agric Ecosyst Environ 2005, 106:49-55.
• [130]Hansen LM: Models for spring migration of two aphid species Sitobion avenae (F.) and Rhopalosiphum padi (L.) infesting cereals in areas where they are entirely holocyclic. Agric For Entomol 2006, 8:83-88.
• [131]Hansen LM: Effect of weather during spring on the time of arrival of Bird Cherry-oat aphid (Rhopalosiphum padi L.) in Spring Barley (Hordeum vulgare L.). Acta Agr Scand B-S P 1999, 49:117-121.
• [132]Wiktelius S: Flight phenology of cereal aphids and possibilities of using suction trap catches as an aid in forecasting outbreaks. Swed J Agric Res 1981, 7:89-95.
• [133]Masterman AJ, Foster GN, Holmes SJ, Harrington R: The use of the Lamb Daily Weather Types and the indices of Progressiveness, Southerliness and Cyclonicity to investigate the autumn migration of Rhopalosiphum padi. J Appl Ecol 1996, 33:23-30.
• [134]Walters KFA, Dewar AM: Overwintering strategy and the timing of the spring migration of the cereal aphids Sitobion avenae and Sitobion fragariae. J Appl Ecol 1986, 23:905-915.
• [135]Howling GG, Harrington R, Clark SJ, Bale JS: The use of multiple regression via principal components in forecasting early season aphid (Homoptera: Aphididae) flight. Bulletin of Entomological Research 1993, 83:377-381.
• [136]Thackray DJ, Diggle AJ, Jones RAC: BYDV Predictor: a simulation model to predict aphid arrival, epidemics of Barley yellow dwarf virus and yield losses in wheat crops in a Mediterranean-type environment. Plant Pathol 2009, 58:186-202.
• [137]Kendall DA, Brain P, Chinn NE: A simulation model of the epidemiology of barley yellow dwarf virus in winter sown cereals and its application to forecasting. J Appl Ecol 1992, 29:414-426.
• [138]Morgan D, Barker I, Walters K: Towards a decision support system for Barley yellow dwarf virus: the role of modelling. In MODSIM 1997 International Congress on Modelling and Simulation 8-11 December 1997; Hobart, Australia. Edited by Zerger A, Argent RM. Modelling and Simulation Society of Australia and New Zealand; 1997:1128-1132. http://www.mssanz.org.au/MODSIM97/Vol%203/Morgan.pdf webcite
• [139]Foster G, Blake S, Tones S, Barker I, Harrington R, Taylor M, Walters K, Northing P, Morgan D: Decision support for BYDV control in the UK: can a regional forecast be made field specific? In Aphids in a New Millennium. Proceedings of the Sixth International Symposium on Aphids, September 2001, Rennes, France, INRA Editions, coll. Science Update Edited by Simon JC, Dedryver CA, Rispe C, Hullé M. 2004, 287-291.
• [140]Chaussalet TJ, Mann JA, Perry JN, Francos-Rodriguez JC: A nearest neighbour approach to the simulation of spread of barley yellow dwarf virus. Comput Electron Agric 2000, 28:51-65.
• [141]Hopkins TR, Morse DR, Hopkins TR, Morse DR: The implementation and visualization of a large spatial individual-based model using Fortran 90, Technical Report 18-96. Canterbury, UK: University of Kent, Computing Laboratory, University of Kent; 1996. http://www.cs.kent.ac.uk/pubs/1996/42/ webcite
• [142]Barnes DJ, Hopkins TR: The impact of programming paradigms on the efficiency of an individual-based simulation model. Simul Model Pract Theory 2003, 11:557-569.
• [143]McElhany P, Real L, Power AG: Vector preference and disease dynamics: a study of barley yellow dwarf virus. Ecology 1995, 76:444-457.
• [144]Sisterson MS: Effects of insect-vector preference for healthy or infected plants on pathogen spread: insights from a model. J Econ Entomol 2008, 101:1-8.
• [145]Lankin-Vega G, Worner SP, Teulon DAJ: An ensemble model for predicting Rhopalosiphum padi abundance. Entomol Exp Appl 2008, 129:308-315.
• [146]Bahlai CA, Sikkema S, Hallett RH, Newman J, Schaafsma AW: Modeling distribution and abundance of soybean aphid in soybean fields using measurements from the surrounding landscape. Environ Entomol 2010, 39:50-56.
• [147]Parry HR, Sadler RJ, Kriticos DJ: Practical guidelines for modelling post-entry spread in invasion ecology. Neobiota 2013, 18:41-66.
• [148]Lombaert E, Boll R, Lapchin L: Dispersal strategies of phytophagous insects at a local scale: adaptive potential of aphids in an agricultural environment. BMC Evol Biol 2006, 6:75. doi:10.1186/1471-2148-6-75 BioMed Central Full Text
• [149]Macfadyen S, Kriticos DJ: Modelling the geographical range of a species with variable life-history. PLoS One 2012, 7:e40313.
• [150]Grimm V, Railsback SF: Pattern-oriented modelling: a ‘multi-scope’ for predictive systems ecology. Philos T Roy Soc B 2012, 367:298-310.
• [151]Parry HR, Macfadyen S, Kriticos DJ: The geographical distribution of Yellow dwarf viruses and their aphid vectors in Australian grasslands and wheat. Australas Plant Pathol 2012, 41:375-387.
• [152]Hopkinson RF, Soroka JJ: Air trajectory model applied to an in-depth diagnosis of potential diamondback moth infestations on the Canadian Prairies. Agricultural and Forest Meterology 2010, 150:1-11.