Coffee is the most critical stimulant beverage in the world and represents a significant source of income in many tropical and subtropical countries. In this paper, a deterministic mathematical model has been formulated to describe the infestation dynamic of coffee berry borer (CBB) using a system of non-linear ordinary differential equations with farmers' awareness and optimal control. The system has two equilibrium points, namely the CBB free equilibrium point and the endemic equilibrium point which exist conditionally. The basic reproduction number, which plays a vital role in mathematical epidemiology, was derived. The qualitative analysis of the model revealed the scenario for both CBB free equilibrium and endemic equilibrium points. The local stability of the equilibria is established via the Jacobian matrix and Routh-Hurwitz criteria, while the global stability of the equilibria is proven by using an appropriate Lyapunov function. The normalized sensitivity analysis has also been performed to observe the impact of different parameters on the basic reproduction number. We extended the proposed model into an optimal control problem by incorporating two control variables, the effort made to reduce the colonizing females based on chemicals, traps, and biological control using entomopathogenic fungi such as Beauveria bassiana, that are applied to the surface of the coffee berries and kill the colonizing females of CBB when they drill an entry hole into the coffee berry and the effort made to increase the awareness of farmers through media campaign and education for the coffee farmer. Then the optimal control strategy is found by minimizing the number of CBB individuals considering the cost of implementation. The existence of optimal controls is examined using Pontryagin's minimum principle. Finally, the numerical simulations show agreement with the analytical results.
机构:
CIRAD, UPR Bioagresseurs, F-34398 Montpellier, France
Univ Montpellier, CIRAD, Bioagresseurs, Montpellier, FranceCIRAD, UPR Bioagresseurs, F-34398 Montpellier, France
Dufour, Bernard Pierre
Kerana, I. Wayan
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CIRAD, UPR Bioagresseurs, J1 Garuda 2 Km 13-8, Sumatera Utara 20351, Indonesia
PT IndoCafCo, ECOM Grp, J1 Garuda 2 Km 13-8, Sumatera Utara 20351, IndonesiaCIRAD, UPR Bioagresseurs, F-34398 Montpellier, France
Kerana, I. Wayan
Ribeyre, Fabienne
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CIRAD, UPR Bioagresseurs, F-34398 Montpellier, France
Univ Montpellier, CIRAD, Bioagresseurs, Montpellier, FranceCIRAD, UPR Bioagresseurs, F-34398 Montpellier, France
机构:
Univ Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
Ctr Anal Sustainable Agr Syst Global Casasglobal, 37 Arlington Ave, Kensington, CA 94707 USAUniv Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
Ricardo Cure, Jose
Rodriguez, Daniel
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Univ Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
Ctr Anal Sustainable Agr Syst Global Casasglobal, 37 Arlington Ave, Kensington, CA 94707 USAUniv Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
Rodriguez, Daniel
Gutierrez, Andrew Paul
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机构:
Univ Calif Berkeley, Coll Nat Resources, Div Ecosyst Sci, Berkeley, CA 94720 USA
Ctr Anal Sustainable Agr Syst Global Casasglobal, 37 Arlington Ave, Kensington, CA 94707 USAUniv Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
Gutierrez, Andrew Paul
Ponti, Luigi
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Agenzia Nazl Nuove Tecnol Energia & Sviluppo Econ, Ctr Ric Casaccia, Via Anguillarese 301, I-00123 Rome, Italy
Ctr Anal Sustainable Agr Syst Global Casasglobal, 37 Arlington Ave, Kensington, CA 94707 USAUniv Mil Nueva Granada, Fac Ciencias Basicas & Aplicadas, Cr 11 101-80, Bogota, Colombia
机构:
New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAUniv Puerto Rico, Dept Comp Sci, Rio Piedras Campus, San Juan, PR 00931 USA
Bose, Amitabha
Bayman, Paul
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机构:
Univ Puerto Rico, Dept Biol, Rio Piedras Campus,POB 23360, San Juan, PR 00931 USAUniv Puerto Rico, Dept Comp Sci, Rio Piedras Campus, San Juan, PR 00931 USA
机构:
Univ Hawaii Manoa, Coll Trop Agr & Human Resources CTAHR, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
Univ Hawaii Manoa, CTAHR, Dept Human Nutr Food & Anim Sci, Honolulu, HI 96822 USAUniv Hawaii Manoa, Coll Trop Agr & Human Resources CTAHR, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
Woodill, A. John
Nakamoto, Stuart T.
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Univ Hawaii Manoa, Dept Trop Plant & Soil Sci, CTAHR, Honolulu, HI 96822 USAUniv Hawaii Manoa, Coll Trop Agr & Human Resources CTAHR, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
Nakamoto, Stuart T.
Kawabata, Andrea M.
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Oregon State Univ, Coll Earth Ocean & Atmospher Sci, Corvallis, OR 97331 USAUniv Hawaii Manoa, Coll Trop Agr & Human Resources CTAHR, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
机构:
USDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Portilla, M.
Follett, P. A.
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USDA ARS, Trop Crop & Commod Protect Res, Daniel K Inouye US Pacific Basin Agr Res Ctr, 64 Nowelo St, Hilo, HI 96720 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Follett, P. A.
Armstrong, J. W.
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USDA ARS, Trop Crop & Commod Protect Res, Daniel K Inouye US Pacific Basin Agr Res Ctr, 64 Nowelo St, Hilo, HI 96720 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Armstrong, J. W.
Leesch, J. G.
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USDA ARS, Posts Harvest Pest Control Unit, Riverbend Rd, Parlier, CA 93648 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Leesch, J. G.
Tebbets, J. S.
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USDA ARS, Posts Harvest Pest Control Unit, Riverbend Rd, Parlier, CA 93648 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Tebbets, J. S.
Smilanick, J.
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USDA ARS, Posts Harvest Pest Control Unit, Riverbend Rd, Parlier, CA 93648 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Smilanick, J.
McHugh, T. H.
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机构:
USDA ARS, Hlth Processed Foods Res Unit, Western Reg Res Ctr, 800 Buchanan St, Albany, CA 94710 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
McHugh, T. H.
Olsen, C. W.
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USDA ARS, Hlth Processed Foods Res Unit, Western Reg Res Ctr, 800 Buchanan St, Albany, CA 94710 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Olsen, C. W.
Whitehand, L.
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USDA ARS, Hlth Processed Foods Res Unit, Western Reg Res Ctr, 800 Buchanan St, Albany, CA 94710 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Whitehand, L.
Cavaletto, C.
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机构:
Univ Hawaii Manoa, Coll Trop Agr & Human Resources, Dept Trop Plant & Soil Sci, 3050 Maile Way, Honolulu, HI 96822 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Cavaletto, C.
Bittenbender, H. C. S.
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机构:
Univ Hawaii Manoa, Coll Trop Agr & Human Resources, Dept Trop Plant & Soil Sci, 3050 Maile Way, Honolulu, HI 96822 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Bittenbender, H. C. S.
Bustillo, A. E.
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机构:
FEDERACAFE Ctr Nacl Invest Cafe, Dept Entomol, Sede Planalto, Kilometre 4 Via Chinchina Manizales, Caldas, ColombiaUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA
Bustillo, A. E.
Pena, J. E.
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机构:
Univ Florida, Dept Entomol & Nematol, TREC IFAS, 18905 SW 280th St, Homestead, FL 33031 USAUSDA ARS, Southern Insect Management Res Unit, 141 Expt Stn Rd,POB 346, Stoneville, MS 38776 USA