Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest

Cocoa is an important cash crop in Central and West Africa, especially in Cameroon. In this part of the world, cacao production is impacted by several diseases, like the Cocoa Swollen Shoot Virus (CSSV) and the black pod disease, and several pests, like Miridae, Distantiella theobroma and Sahlbergella singularis, causing significant damage to pods and vegetative parts of the cocoa tree, and thus impacting the cocoa production. However, the damage and losses associated with this pest remain difficult to estimate due in particular to the bio/ecology of this species (camouflage, low Statistical models have shown to be ineffective in describing these dynamics. That is why we have developed several Mathematical models to describe the time evolution dynamics of mirids, including the effect of different control methods. After an introductory chapter where we recall the biology and ecology of mirids, we develop, analyze and study a compartmental cooperative periodic and nonperiodic model in chapter 2. Then, considering time developments and sexual maturation duration for females, we develop and study a delayed cooperative model (with and without periodic parameters). In this latter model, we consider different control methods, including chemical control (insecticides) and semi-chemical control (sexual confusion and trapping). Through our numerical simulations, we recover recommendation given by mirid control organizations for the use of insecticides and show that chemical treatment can be replaced efficiently by mating disrupting and trapping. We also derive a global sensitivity analysis highlighting the importance of some key parameters. Then, based on the previous results, we develop, in chapter 3, a more complex delay model, modeling mating disrupting and trapping, using the piecewise-smooth system approach. Our analysis shows the existence of two thresholds based on mirid's biological parameters: one under which the control has no effect on established populations, and the second above which control on established populations is feasible. We illustrate our results with various numerical simulations and discuss the results. We conclude our thesis with possible extension of our models and also applications in the field.

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Main Author: Djoukwe Tapi, Myriam Sonia
Format: thesis biblioteca
Language:eng
Published: Université de Douala
Subjects:H20 - Maladies des plantes, U10 - Informatique, mathématiques et statistiques, maladie des plantes, modélisation, modèle de simulation, analyse mathématique, Miridae, contrôle de maladies, http://aims.fao.org/aos/agrovoc/c_5962, http://aims.fao.org/aos/agrovoc/c_230ab86c, http://aims.fao.org/aos/agrovoc/c_24242, http://aims.fao.org/aos/agrovoc/c_36339bf3, http://aims.fao.org/aos/agrovoc/c_12607, http://aims.fao.org/aos/agrovoc/c_2327, http://aims.fao.org/aos/agrovoc/c_1229,
Online Access:http://agritrop.cirad.fr/600706/
http://agritrop.cirad.fr/600706/1/ID600706.pdf
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spelling dig-cirad-fr-6007062024-01-29T04:06:16Z http://agritrop.cirad.fr/600706/ http://agritrop.cirad.fr/600706/ Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest. Djoukwe Tapi Myriam Sonia. 2020. Douala : Université de Douala, 180 p. Thesis Ph. D. : Applied mathematics : Université de Douala Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest Djoukwe Tapi, Myriam Sonia eng 2020 Université de Douala H20 - Maladies des plantes U10 - Informatique, mathématiques et statistiques maladie des plantes modélisation modèle de simulation analyse mathématique Miridae contrôle de maladies http://aims.fao.org/aos/agrovoc/c_5962 http://aims.fao.org/aos/agrovoc/c_230ab86c http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_36339bf3 http://aims.fao.org/aos/agrovoc/c_12607 http://aims.fao.org/aos/agrovoc/c_2327 Cameroun http://aims.fao.org/aos/agrovoc/c_1229 Cocoa is an important cash crop in Central and West Africa, especially in Cameroon. In this part of the world, cacao production is impacted by several diseases, like the Cocoa Swollen Shoot Virus (CSSV) and the black pod disease, and several pests, like Miridae, Distantiella theobroma and Sahlbergella singularis, causing significant damage to pods and vegetative parts of the cocoa tree, and thus impacting the cocoa production. However, the damage and losses associated with this pest remain difficult to estimate due in particular to the bio/ecology of this species (camouflage, low Statistical models have shown to be ineffective in describing these dynamics. That is why we have developed several Mathematical models to describe the time evolution dynamics of mirids, including the effect of different control methods. After an introductory chapter where we recall the biology and ecology of mirids, we develop, analyze and study a compartmental cooperative periodic and nonperiodic model in chapter 2. Then, considering time developments and sexual maturation duration for females, we develop and study a delayed cooperative model (with and without periodic parameters). In this latter model, we consider different control methods, including chemical control (insecticides) and semi-chemical control (sexual confusion and trapping). Through our numerical simulations, we recover recommendation given by mirid control organizations for the use of insecticides and show that chemical treatment can be replaced efficiently by mating disrupting and trapping. We also derive a global sensitivity analysis highlighting the importance of some key parameters. Then, based on the previous results, we develop, in chapter 3, a more complex delay model, modeling mating disrupting and trapping, using the piecewise-smooth system approach. Our analysis shows the existence of two thresholds based on mirid's biological parameters: one under which the control has no effect on established populations, and the second above which control on established populations is feasible. We illustrate our results with various numerical simulations and discuss the results. We conclude our thesis with possible extension of our models and also applications in the field. thesis info:eu-repo/semantics/doctoralThesis Thesis info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/600706/1/ID600706.pdf text Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic H20 - Maladies des plantes
U10 - Informatique, mathématiques et statistiques
maladie des plantes
modélisation
modèle de simulation
analyse mathématique
Miridae
contrôle de maladies
http://aims.fao.org/aos/agrovoc/c_5962
http://aims.fao.org/aos/agrovoc/c_230ab86c
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_36339bf3
http://aims.fao.org/aos/agrovoc/c_12607
http://aims.fao.org/aos/agrovoc/c_2327
http://aims.fao.org/aos/agrovoc/c_1229
H20 - Maladies des plantes
U10 - Informatique, mathématiques et statistiques
maladie des plantes
modélisation
modèle de simulation
analyse mathématique
Miridae
contrôle de maladies
http://aims.fao.org/aos/agrovoc/c_5962
http://aims.fao.org/aos/agrovoc/c_230ab86c
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_36339bf3
http://aims.fao.org/aos/agrovoc/c_12607
http://aims.fao.org/aos/agrovoc/c_2327
http://aims.fao.org/aos/agrovoc/c_1229
spellingShingle H20 - Maladies des plantes
U10 - Informatique, mathématiques et statistiques
maladie des plantes
modélisation
modèle de simulation
analyse mathématique
Miridae
contrôle de maladies
http://aims.fao.org/aos/agrovoc/c_5962
http://aims.fao.org/aos/agrovoc/c_230ab86c
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_36339bf3
http://aims.fao.org/aos/agrovoc/c_12607
http://aims.fao.org/aos/agrovoc/c_2327
http://aims.fao.org/aos/agrovoc/c_1229
H20 - Maladies des plantes
U10 - Informatique, mathématiques et statistiques
maladie des plantes
modélisation
modèle de simulation
analyse mathématique
Miridae
contrôle de maladies
http://aims.fao.org/aos/agrovoc/c_5962
http://aims.fao.org/aos/agrovoc/c_230ab86c
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_36339bf3
http://aims.fao.org/aos/agrovoc/c_12607
http://aims.fao.org/aos/agrovoc/c_2327
http://aims.fao.org/aos/agrovoc/c_1229
Djoukwe Tapi, Myriam Sonia
Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
description Cocoa is an important cash crop in Central and West Africa, especially in Cameroon. In this part of the world, cacao production is impacted by several diseases, like the Cocoa Swollen Shoot Virus (CSSV) and the black pod disease, and several pests, like Miridae, Distantiella theobroma and Sahlbergella singularis, causing significant damage to pods and vegetative parts of the cocoa tree, and thus impacting the cocoa production. However, the damage and losses associated with this pest remain difficult to estimate due in particular to the bio/ecology of this species (camouflage, low Statistical models have shown to be ineffective in describing these dynamics. That is why we have developed several Mathematical models to describe the time evolution dynamics of mirids, including the effect of different control methods. After an introductory chapter where we recall the biology and ecology of mirids, we develop, analyze and study a compartmental cooperative periodic and nonperiodic model in chapter 2. Then, considering time developments and sexual maturation duration for females, we develop and study a delayed cooperative model (with and without periodic parameters). In this latter model, we consider different control methods, including chemical control (insecticides) and semi-chemical control (sexual confusion and trapping). Through our numerical simulations, we recover recommendation given by mirid control organizations for the use of insecticides and show that chemical treatment can be replaced efficiently by mating disrupting and trapping. We also derive a global sensitivity analysis highlighting the importance of some key parameters. Then, based on the previous results, we develop, in chapter 3, a more complex delay model, modeling mating disrupting and trapping, using the piecewise-smooth system approach. Our analysis shows the existence of two thresholds based on mirid's biological parameters: one under which the control has no effect on established populations, and the second above which control on established populations is feasible. We illustrate our results with various numerical simulations and discuss the results. We conclude our thesis with possible extension of our models and also applications in the field.
format thesis
topic_facet H20 - Maladies des plantes
U10 - Informatique, mathématiques et statistiques
maladie des plantes
modélisation
modèle de simulation
analyse mathématique
Miridae
contrôle de maladies
http://aims.fao.org/aos/agrovoc/c_5962
http://aims.fao.org/aos/agrovoc/c_230ab86c
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_36339bf3
http://aims.fao.org/aos/agrovoc/c_12607
http://aims.fao.org/aos/agrovoc/c_2327
http://aims.fao.org/aos/agrovoc/c_1229
author Djoukwe Tapi, Myriam Sonia
author_facet Djoukwe Tapi, Myriam Sonia
author_sort Djoukwe Tapi, Myriam Sonia
title Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
title_short Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
title_full Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
title_fullStr Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
title_full_unstemmed Mathematical modelling, analysis and simulations to improve the control of Miridae, a cocoa pest
title_sort mathematical modelling, analysis and simulations to improve the control of miridae, a cocoa pest
publisher Université de Douala
url http://agritrop.cirad.fr/600706/
http://agritrop.cirad.fr/600706/1/ID600706.pdf
work_keys_str_mv AT djoukwetapimyriamsonia mathematicalmodellinganalysisandsimulationstoimprovethecontrolofmiridaeacocoapest
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