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Year 2019, Volume: 8 , 50 - 55, 10.12.2019

Abstract

References

  • Analytis, S. 1977. “On the Relation between Biological Development and Temperature of Some Plant Pathogenic Fungi.” Phytopathology 90:64–76. Delignette-Muller, Marie Laure. 2009. “Principles of Predictive Modeling.” Pp. 535–58 in Food Microbiology and Food Safety. New York, NY. Duthie, JA. 1997. “Models of the Response of Foliar Parasites to the Combined Effects of Temperature and Duration of Wetness.” Phytopathology 87:1088–95. Erincik, Ömer, Laurence V Madden, David C. Ferree, and Marion D. Ellis. 2003. “Temperature and Wetness-Duration Requirements for Grape Leaf and Cane Infection by Phomopsis Viticola.” Plant Disease 87(7):832–40. Furuya, Hiromitsu, Hiroyuki Takanashi, Shin-ichi Fuji, Yoshio Nagai, and Hideki Naito. 2009. “Modeling Infection of Spring Onion by Puccinia Allii in Response to Temperature and Leaf Wetness.” Ecology and Epidemiology 99(9). Grove, Gary G., Laurence V. Madden, and A. F. Schmitthenner. 1985. “Influence of Temperature and Wetness Duration on Infection of Immature Strawberry Fruit by Phytophthora Cactorum.” Phytopathology 75(2):165–69. Krause, R. A. and L. B. Massie. 1975. “Predictive Systems: Modern Approaches to Disease Control.” Annual Review of Phytopathology 13:31–47. Madden, Laurence V and Marion D. Ellis. 1988. “How to Develop Plant Disease Forecasters.” Pp. 191–208 in Experimental Techniques in Plant Disease Epidemiology. Mio, L. L. Ma. De and L. Amorin. 2002. “Influence of Temperature and Leaf Wetness Duration on the Monocyclic Components of the Poplar Rust.” Summa Phytopathol 28:33–39. Sharma, Radhika, V. D. Shivling, Dinesh Kumar, and Atul Kumar Sharma. 2014. “A Beta Regression Model for Himalayan Medicinal Plant Disease Prediction.” Indian Journal of Science and Technology 7(6):776–80. SHRUM, ROBERT D. 1978. “Forecasting of Epidemics.” Pp. 223–38 in Plant Disease: An Advanced Treatise, edited by J. G. HORSFALL and E. B. COWLING. New York. Sullivan, M. J., J. .. Damicone, and M. .. Payton. 2002. “The Effects of Temperature and Wetness Period on the Development of Spinach White Rust.” The American Phytopathological Society, Plant Disease, 86(7). Waggoner, P. E. 1974. “Simulation of Epidemics.” Pp. 137–60 in Epidemics of Plant Diseases. Berlin, Heidelberg. Wang, Enli and Thomas Engel. 1998. “Simulation of Phenological Development of Wheat Crops.” Agricultural Systems 58(1):1–24. Wu, L., J.Damicon, L. Duthie, and H. .. Melouk. 1999. “Effects of Temperature and Wetness Duration on Infection of Peanut Cultivars by Cercospora Arachidicola.” Phytopathology 89:653–59. YAN, WEIKAI and L. A. HUNT. 1999. “An Equation for Modelling the Temperature Response of Plants Using Only the Cardinal Temperatures.” Annals of Botany 84:607–614. Yin, Xinyou, Martin J. Kropff, Graham McLaren, and Romeo M. Visperas. 1995. “A Nonlinear Model for Crop Development as a Function of Temperature.” Agricultural and Forest Meteorology 77(1–2):1–16.

New Infection Model for Foliar Fungal Plant Pathogens

Year 2019, Volume: 8 , 50 - 55, 10.12.2019

Abstract

Epidemiological models for plant diseases are very important for prediction, control and estimation of the infection incidence. Such models are fundamentally characterized by the influence of some meteorological variables. In this paper, we design a new model to predict incidence of infection by pathogens in function of the mixed effects of temperature and wetness. These deeply influential parameters are estimated and adjusted with regards to the disease caused by various infectious pathogens. In addition, we show that it is primordial to introduce bound constraints on the model’s location parameters. This allows to perform a more accurate minimization of the sum of residuals. The proposed optimization procedure is based on the trust-region method. Our methodological approach is simple and easy to implement for the prediction and / or control of diverse plant infections. In order to show its efficiency, our model is validated and compared for different plant diseases adapted from several studies published in the literature. As a matter of comparison, the results of goodness of fit demonstrate that our new model outperforms the other reported models.

References

  • Analytis, S. 1977. “On the Relation between Biological Development and Temperature of Some Plant Pathogenic Fungi.” Phytopathology 90:64–76. Delignette-Muller, Marie Laure. 2009. “Principles of Predictive Modeling.” Pp. 535–58 in Food Microbiology and Food Safety. New York, NY. Duthie, JA. 1997. “Models of the Response of Foliar Parasites to the Combined Effects of Temperature and Duration of Wetness.” Phytopathology 87:1088–95. Erincik, Ömer, Laurence V Madden, David C. Ferree, and Marion D. Ellis. 2003. “Temperature and Wetness-Duration Requirements for Grape Leaf and Cane Infection by Phomopsis Viticola.” Plant Disease 87(7):832–40. Furuya, Hiromitsu, Hiroyuki Takanashi, Shin-ichi Fuji, Yoshio Nagai, and Hideki Naito. 2009. “Modeling Infection of Spring Onion by Puccinia Allii in Response to Temperature and Leaf Wetness.” Ecology and Epidemiology 99(9). Grove, Gary G., Laurence V. Madden, and A. F. Schmitthenner. 1985. “Influence of Temperature and Wetness Duration on Infection of Immature Strawberry Fruit by Phytophthora Cactorum.” Phytopathology 75(2):165–69. Krause, R. A. and L. B. Massie. 1975. “Predictive Systems: Modern Approaches to Disease Control.” Annual Review of Phytopathology 13:31–47. Madden, Laurence V and Marion D. Ellis. 1988. “How to Develop Plant Disease Forecasters.” Pp. 191–208 in Experimental Techniques in Plant Disease Epidemiology. Mio, L. L. Ma. De and L. Amorin. 2002. “Influence of Temperature and Leaf Wetness Duration on the Monocyclic Components of the Poplar Rust.” Summa Phytopathol 28:33–39. Sharma, Radhika, V. D. Shivling, Dinesh Kumar, and Atul Kumar Sharma. 2014. “A Beta Regression Model for Himalayan Medicinal Plant Disease Prediction.” Indian Journal of Science and Technology 7(6):776–80. SHRUM, ROBERT D. 1978. “Forecasting of Epidemics.” Pp. 223–38 in Plant Disease: An Advanced Treatise, edited by J. G. HORSFALL and E. B. COWLING. New York. Sullivan, M. J., J. .. Damicone, and M. .. Payton. 2002. “The Effects of Temperature and Wetness Period on the Development of Spinach White Rust.” The American Phytopathological Society, Plant Disease, 86(7). Waggoner, P. E. 1974. “Simulation of Epidemics.” Pp. 137–60 in Epidemics of Plant Diseases. Berlin, Heidelberg. Wang, Enli and Thomas Engel. 1998. “Simulation of Phenological Development of Wheat Crops.” Agricultural Systems 58(1):1–24. Wu, L., J.Damicon, L. Duthie, and H. .. Melouk. 1999. “Effects of Temperature and Wetness Duration on Infection of Peanut Cultivars by Cercospora Arachidicola.” Phytopathology 89:653–59. YAN, WEIKAI and L. A. HUNT. 1999. “An Equation for Modelling the Temperature Response of Plants Using Only the Cardinal Temperatures.” Annals of Botany 84:607–614. Yin, Xinyou, Martin J. Kropff, Graham McLaren, and Romeo M. Visperas. 1995. “A Nonlinear Model for Crop Development as a Function of Temperature.” Agricultural and Forest Meteorology 77(1–2):1–16.
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Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Adil Soufı

Mustapha Ait Ramı

Publication Date December 10, 2019
Published in Issue Year 2019Volume: 8

Cite

APA Soufı, A., & Ramı, M. A. (2019). New Infection Model for Foliar Fungal Plant Pathogens. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 8, 50-55.