Modelling plant diseases for decision making in crop protection

Precision Crop Protection - The Challenge and Use of Heterogeneity

Volumn , Issue , 2010, Pages 241-258

  Rossi, Vittorio ^a   Giosuè, Simona ^a   Caffi, Tito ^a  

^a UNIVERSITÀ CATTOLICA DEL SACRO CUORE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84920008442     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-90-481-9277-9_15     Document Type: Chapter

References (70)

1. Analytis S (1980) Obtaining of sub-models for modeling the entire life cycle of a pathogen. Z PflKrankh PflSchutz 87:371-382.
2. Anderson JR (1974) Simulation: methodology and application in agricultural economics. Rev Marketing Agric Econ 42:3-55.
3. Battilani P, Giosuè S, Racca P, Rossi V (1996a) A decision support system for Cercospora leaf spot management in sugarbeet. Proc IIRB Congress 59:33-44.
4. Battilani P, Racca P, Rossi V et al. (1996b) Validation of ONIMIL, a forecaster for primary infection of downy mildew on onion. Danish Inst Plant Soil Sci, SP Rep 15:9-18.
5. Battilani P, Rossi V, Racca P, Giosuè S (1997) ONIMIL - onion downy mildew, a forecaster for primary infection of downy mildew on onion. EPPO Bull 26:567-576.
6. Bjerre KD (1999) Disease maps and site-specific fungicide application in winter wheat. In Stafford JV (ed) Precision Agriculture '99: Proceedings of the 2nd European Conference on Precision Agriculture. Sheffield Academic, Sheffield.
7. Bjerre KD, Jørgensen LN, Olesen JE (2006) Site-specific management of crop diseases. In: Srinivasan A (ed) Handbook of precision agriculture. principles and applications. CRC Press, Boca Raton.
8. Butt DJ, Jeger MJ (1985) The practical implementation of models in crop disease management. In: Gilligan CA (ed) Advances in plant pathology. Academic Press, New York.
9. Caffi T, Rossi V, Bugiani R et al. (2009) Evaluation of a model predicting primary infections of Plasmopara viticola in different grapevine-growing areas of Italy. J Plant Pathol (in press).
10. Camase (1996) Register of agro-ecosystems models DLO research institute for agrobiology and soil fertility, Wageningen. http://wwwbibwaunl/camase. Accessed 06 May 2009.
11. Campbell CL, Madden LV (1990) Introduction to plant disease epidemiology. Wiley, New York.
12. De Vallavieille-Pope C, Giosuè S, Munk L et al. (2000) Assessment of epidemiological parameters and their use in epidemiological and forecasting models of cereal airborne diseases. Agronomie 20:715-727.
13. de Vallavieille-Pope C, Huber L, Leconte M, Bethenod O (2002) Preinoculation effects of light quantity on infection efficiency of Puccinia striiformis and P triticina on wheat seedlings. Phytopathology 92:1308-1314.
14. De Wit CT (1993) Philosophy and terminology. In: Leffelaar PA (ed) On system analysis and simulation of ecological processes. Kluwer Academic Publishers, Dordrecht.
15. De Wolf ED, Isard SA (2007) Disease cycle approach to plant disease prediction. Annu Rev Phytopathol 45:91-918.
16. Frey HC, Patil S R (2002) Identification and review of sensitivity analysis methods. Risk Anal 22:553-78.
17. Friesland H, Schrödter H (1988) The analysis of weather factors in epidemiology. In: Kranz J, Rotem J (eds) Experimental techniques in plant disease epidemiology, Springer-Verlag, Berlin.
18. Fry WE, Fohner GR (1985) Construction of prediction models I: forecasting disease development. In: Gilligan CA (ed) Advances in plant pathology. Academic Press, New York.
19. Giosuè S, Racca P, Rossi V (1995) Use of stochastic processes in simulating Cercospora leaf spot epidemics on sugarbeet. Phytopathol Mediterr 34:204-206.
20. Green IRA, Stephenson D (1986) Criteria for comparison of single event models. J Hydrol Sci 31:395-411.
21. Hardwick NV (1998) Disease forecasting. In: Jones DG (ed) The epidemiology of plant diseases. Kluwer Academic, Boston.
22. Hau B (1985) Epidemiologische Simulatoren als Instrumente der Systemanalyse mit besonderer Berücksichtigung eines Modells des Gerstenmehltaus. Acta Phytomedica, Parey.
23. Hau B, Eisensmith SP, Kranz J (1985) Construction of temporal models II Simulation of aerial epidemics. In: Gilligan CA (ed) Advances in plant pathology. Academic Press, New York.
24. Hildebrand D, Sutton JC (1984) Relationship of temperature, moisture, and inoculum density to the infection cycle of Peronospora destructor. Phytopathology 74:444-1449.
25. Jesperson GD, Sutton JC (1987) Evaluation of a forecaster for downy mildew of onion (Allium cepa L). Crop Prot 6:95-103.
26. Kranz J (1974) The role and scope of mathematical analysis and modeling in epidemiology. In: Kranz J (ed) Epidemics of plant diseases. Springer-Verlag, Berlin.
27. Kranz J (2003) Comparative epidemiology of plant diseases. Springer, New York.
28. Kranz J, Hau B (1980) System analysis in epidemiology. Annu Rev Phytopathol 18:67-83.
29. Kranz J, Rotem J (1988) Experimental techniques in plant disease epidemiology. Springer-Verlag, Berlin.
30. Krause RA, Massie L B (1975) Predictive systems: modern approaches to disease control. Annu Rev Phytopathol 13:31-47.
31. Leffelaar PA (1993) Basic elements of dynamic simulation. In: Leffelaar PA (ed) On system analysis and simulation of ecological processes. Kluwer Academic Publishers, Dordrecht.
32. Lehoczky J (1990) Statistical methods. In: Heyvan DP, Sobel MJ (eds) Stochastic models. Elsevier Science Publishers, Amsterdam.
33. Leonard KJ, Fry WE (1986) Plant disease epidemiology: population dynamic and management. Macmillam Publishing Company, New York.
34. Lin LK (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrics 45:255-268.
35. Madden LV, Ellis MA (1988) How to develop plant disease forecasters. In: Kranz J, Rotem J (eds) Experimental techniques in plant disease epidemiology. Springer-Verlag, New York.
36. Madden LW, Nutter FWJ (1995) Modeling crop losses at the field scale. Can J Plant Pathol 17: 124-127.
37. Madden LV, Hughes G, van den Bosch F (2007) The study of plant disease epidemics. APS Press, St Paul.
38. Maloy OC (1993) Plant disease control: principles and practice. Wiley, New York.
39. Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models part I -A discussion of principles. J Hydrol 10:282-290.
40. Pascual P, Stiber N, Sunderland E (2003) Draft Guidance on the development, evaluation, and application of regulatory environmental Models. http://wwwepagov/crem/li-brary/CREM%20Guidance%20Draft%2012-03pdf. Accessed 06 May 2009.
41. Rabbinge R, de Wit CT (1989) Systems, models and simulation. In: Rabbinge R, Ward SA, van Laar HH (eds) Simulation and systems management in crop protection. Pudoc, Wageningen.
42. Rabbinge R, Zadoks JC, Bastiaans L (1989) Population models. In: Rabbinge R, Ward SA, van Laar HH (eds) Simulation and system management in crop protection. PDOC, Wageningen.
43. Rossi V, Giosuè S (2003) A dynamic simulation model for powdery mildew epidemics on winter wheat. EPPO Bull 33:389-396.
44. Rossi V, Racca P (1996) Simulation of the infection of strawberry flowers and fruits by Botrytis cinerea. Danish Inst Plant Soil Sci, SP Rep 15:73-84.
45. Rossi V, Racca P, Battilani P (1994) A simulation model for Cercospora leaf spot on sugarbeet. Phytopathol Mediterr 33:105-112.
46. Rossi V, Racca P, Pancaldi D, Alberti I (1996) Appearance of Puccinia recondita f.sp. tritici on winter wheat: A simulation model. EPPO Bull 26:555-566.
47. Rossi V, Racca P, Giosuè S, Battilani P (1997a) Decision support systems in crop protection: from analysis of the pathosystems to the computerized model. Petria 7 (suppl 1):7-26.
48. Rossi V, Racca P, Giosuè S et al. (1997b) A simulation model for the development of brown rust epidemics in winter wheat. Eur J Plant Pathol 103:453-465.
49. Rossi V, Ponti I, Cravedi P (2000) The status of warning services for plant pests in Italy. EPPO Bull 30:19-29.
50. Rossi V, Giosuè S, Pattori E et al. (2003) A model estimating the risk of Fusarium head blight on wheat. EPPO Bull 33:421-425.
51. Rossi V, Giosuè S, Bugiani R (2007) A-scab (Apple-scab), a simulation model for estimating risk of Venturia inaequalis primary infections. EPPO Bull 37:300-308.
52. Rossi V, Caffi T, Giosuè S, Bugiani R (2008) A mechanist model simulating primary infections of downy mildew in grapevine. Ecol Model 212:480-491.
53. Rossi V, Salinari F, Pattori E et al. (2009) Predicting the dynamics of asco-spore maturation of Venturia pirina based on environmental factors. Phytopathology 99:453-461.
54. Rossing WAH, Daamen RA, Jansen MJW (1994) Uncertainty analysis applied to supervised control of aphids and brown rust in winter wheat Part 2 Relative importance of different components of uncertainty. Agric Syst 44:449-460.
55. Rykiel EJ Jr (1996) Testing ecological models: The meaning of validation. Ecol Model 90:229-244.
56. Sall MA (1980) Uses of stochastic simulation: grape powdery (example). J Plant Dis 87:397-403.
57. Salinari F, Giosuè S, Tubiello FN et al. (2006) Downy mildew (Plasmopara viticola) epidemics on grapevine under climate change. Glob Change Biol, 12:1299-1307.
58. Salinari F, Rossi V, Manici LM (2008) A model framework for simulating plant disease epidemics. Ital J Agron 3 (suppl 3):751-752.
59. Shrum RD (1978) Forecasting of epidemics. In: Horsfall JG (ed) Plant Disease. Academic Press, New York.
60. Snedecor GW, Cochran WG (1973) Statistical Methods. The Iowa State University Press, Ames.
61. Spada G, Carli G, Ponti I et al. (2001) Use of a model simulating Taphrina deformans infection on peaches for optimal disease control. EPPO Bull 24:319-324.
62. Teng PS (1981) Validation of computer models of plant disease epidemics: A review of philosophy and methodology. Z PflKrankh PflSchutz 88:49-63.
63. Teng PS, Blackie MJ, Close RC (1980) Simulation of barley leaf rust epidemic: Structure and validation of BARSIM-I. Agric Sys 5:85-103.
64. Vanderplank JE (1963) Plant diseases: epidemics and control. Academic Press, London.
65. Wainwright J, Mulligan M (2004) Environmental modeling finding simplicity in complexity. Wiley, Chichester.
66. Wang N, Zhang N, Wang M (2006) Wireless sensors in agriculture and food industry - Recent development and future perspective. Comput Electron Agric 50: 1-14.
67. Yuen JE, Hughes G (2002) Bayesian analysis of plant disease prediction. Plant Pathol 51:407-412.
68. Zadoks JC (1979) Simulation of epidemics: problems and applications. EPPO Bull 9:227-234.
69. Zadoks JC (1984) A quarter century of disease warning, 1958-1983. Plant Dis 68:352-55.
70. Zadoks JC, Schein RD (1979) Epidemiology and plant disease management. Oxford University Press, New York.