Possible economic losses on the oranges production chain of Peru due to introduction of Huanglongbing (HLB): Simulation of prospective scenarios to 2045
DOI:
https://doi.org/10.17268/sci.agropecu.2023.036Palabras clave:
Citrus, Citrus Greening, Cost-benefit, Diaphorina citri, Epidemiological model, ProspectiveResumen
Huanglongbing (HLB) is a citrus disease known for causing significant production losses, and its potential introduction into Peru looms on the horizon. The aim of this study was to assess the potential economic losses within the Central Jungle's orange production chain, specifically in the Region Junín. This assessment involved simulating the spread of HLB under prospective scenarios spanning from 2026 to 2045, aiming to estimate the cost-benefit of preventing these losses through the implementation of a national phytosanitary program (PNF). The methodology employed in this study comprised administering questionnaires to local growers and estimating economic losses across three scenarios. The first scenario assumed a baseline production trend without HLB presence, while the second scenario considered an epidemiological situation with HLB but without the implementation of a PNF. The third scenario factored in HLB with varying degrees of adoption among PNF-affiliated growers. The findings highlight several risk factors contributing to the potential spread of HLB in Junín. The epidemiological model reveals that HLB can swiftly render young trees unproductive. Cumulatively, economic losses from 2026 to 2045 could reach a staggering US$ 371,146 thousand if no intervention takes place. However, this figure could be significantly reduced to US$ 44,890 thousand if 100% of growers embrace the PNF. Such public policy measures would not only prevent production losses but also generate substantial social benefits. These scenarios underscore the stark negative impacts HLB could inflict on the local orange production chain. The implementation of the PNF proves to be a critical intervention, preventing production losses, preserving jobs, and safeguarding related economic activities. Without timely public intervention, the economic losses at stake could render the agribusiness sector unsustainable.
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Aidoo, O. F., Ablormeti, F. K., Ninsin, K. D., Antwi-Agyakwa, A. K., Osei-Owusu, J., et al. (2023). First report on the presence of huanglongbing vectors (Diaphorina citri and Trioza erytreae) in Ghana. Scientific Reports, 13(1).
Alves, K. S., Rothmann, L. A., & Del Ponte, E. M. (2022). Linking Climate Variables to Large-Scale Spatial Pattern and Risk of Citrus Huanglongbing: A Hierarchical Bayesian Modeling Approach. Phytopathology, 112(1), 189-196.
Aubert, B. (1987). Le greening, une maladie infectieuse des agrumes, d’origine bactérienne, transmise par des homoptères psyllides. Stratégie de lutte développée à l’île de la Réunion. Circonstances epidemiologigues en Afrique/Asie et modalités d’intervention. Circonstances épidémiologiques en Afrique/Asie et modalités dÕintervention. IFRA/CIRAD, Nairobi, Kenya.
Badaracco, A., Redes, F. J., Bustamente, K. M., Bloch, N., Schapovaloff, M. E., & Agostini, J. P. (2022). First detection of positive ‘Candidatus Liberibacter asiaticus’ Diaphorina citri in Argentina. Australasian Plant Pathology, 51(1), 9-12. https://doi.org/10.1007/s13313-021-00817-w
Badaracco, A., Redes, F., Preussler, C., & Agostini, J. (2017). Citrus huanglongbing in Argentina: Detection and phylogenetic studies of Candidatus Liberibacter asiaticus. Australasian Plant Pathology, 46(2), 171-175. https://doi.org/10.1007/s13313-017-0473-4
Bassanezi, R. B., & Bassanezi, R. C. (2008). An approach to model the impact of Huanglongbing on citrus yield. Proceedings of the International Research Conference on Huanglongbing, 1.
Bassanezi, R. B., Lopes, S. A., De Miranda, M. P., Wulff, N. A., Volpe, H. X. L., & Ayres, A. J. (2020). Overview of citrus huanglongbing spread and management strategies in Brazil. Tropical Plant Pathology, 45(3), 251-264. https://doi.org/10.1007/s40858-020-00343-y
Bertaccini, A., Satta, E., Luis-Pantoja, M., Paredes-Tomás, C., Yuneau, Y., & Myrie, W. (2019). ‘Candidatus Phytoplasma’ and ‘Candidatus Liberibacter’ species detection in citrus. Phytopathogenic Mollicutes, 9(1), 187-188. https://doi.org/10.5958/2249-4677.2019.00094.X
Bové, J. M., López, M. M., & Durán-Vila, N. (2006). Evitar el huanglongbing (HLB), un reto para la supervivencia de la citricultura española. Levante agrícola, 383, 385-390.
Chavez, Y., Castro, C., González, G. F., Castro, J., Peñarrieta, S., Perez-Almeida, I., Chirinos, D. T., & Kondo, T. (2019). Population fluctuation of Diaphorina citri Kuwayama (Hemiptera: Liviidae) and survey of some natural enemies in Ecuador. Revista de Investigaciones Agropecuarias, 45(3), 449-453. Scopus.
Chen, X. D., Qureshi, J. A., & Stelinski, L. L. (2022). Monitoring of Diaphorina citri populations from Florida reveals reduced susceptibility to cyantraniliprole and thiamethoxam. Journal of Applied Entomology, 146(6), 725-733. https://doi.org/10.1111/jen.13011
Clarke, S. K. V., & Brown, S. E. (2018). Identification and distribution of haplotypes of diaphorina citri (Hemiptera: Liviidae) in Jamaica and the Caribbean. Journal of Economic Entomology, 111(5), 2401-2408. https://doi.org/10.1093/jee/toy194
COSAVE. (2017). HLB: Regional Program of Control and Prevention.
Cruz, M. A. D., Neves, C. S. V. J., Carvalho, D. U. D., Colombo, R. C., Bai, J., Yada, I. F. U., Leite Junior, R. P., & Tazima, Z. H. (2021). Five Rootstocks for “Emperor” Mandarin Under Subtropical Climate in Southern Brazil. Frontiers in Plant Science, 12. https://doi.org/10.3389/fpls.2021.777871
Cui, X., Liu, K., Huang, J., Fu, S., Chen, Q., Liu, X., Zhou, C., & Wang, X. (2022). Population Diversity of ‘Candidatus Liberibacter asiaticus’ and Diaphorina citri in Sichuan: A Case Study for Huanglongbing Monitoring and Interception. Plant Disease, 106(6), 1632-1638. https://doi.org/10.1094/PDIS-07-21-1539-RE
Da Costa, G. V., Neves, C. S. V. J., Bassanezi, R. B., Junior, R. P. L., & Telles, T. S. (2021). Economic impact of huanglongbing on orange production. Revista Brasileira de Fruticultura, 43(3). https://doi.org/10.1590/0100-29452021472
Da Silva, P. A., Fassini, C. G., Sampaio, L. S., Dequigiovanni, G., Zucchi, M. I., & Wulff, N. A. (2019). Genetic Diversity of ‘Candidatus Liberibacter asiaticus’ Revealed by Short Tandem Repeats and Prophage Typing Indicates Population Homogeneity in Brazil. Phytopathology, 109(6), 960-971. https://doi.org/10.1094/PHYTO-08-18-0295-R
Dahlui, M., Rochmah, T. N., & Chalidyanto, D. (2021). Economic evaluation for health advocacy and informed policy. Indonesian Journal of Health Administration, 9(2), 202-209. https://doi.org/10.20473/jaki.v9i2.2021.202-209
Darolt, J. C., Bento, F. D. M. M., Merlin, B. L., Peña, L., Cônsoli, F. L., & Wulff, N. A. (2021). The Genome of “Candidatus Liberibacter asiaticus” Is Highly Transcribed When Infecting the Gut of Diaphorina citri. Frontiers in Microbiology, 12. https://doi.org/10.3389/fmicb.2021.687725
De Carvalho, S., Girardi, E., Filho, F., Ferrarezi, R., & Filho, H. (2019). Advances in citrus propagation in Brazil. Revista Brasileira de Fruticultura, 41(6). https://doi.org/10.1590/0100-29452019422
De Chaves, M., Morán, F., Barbé, S., Bertolini, E., de la Rosa, F., & Marco-Noales, E. (2023). A new and accurate qPCR protocol to detect plant pathogenic bacteria of the genus ‘Candidatus Liberibacter’ in plants and insects. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-30345-0
Ding, F., Peng, S.-A., & Hartung, J. S. (2020). Enhanced Serologically Based Detection of Liberibacters Associated with Citrus Huanglongbing. Plant Disease, 104(6), 1584-1588. https://doi.org/10.1094/PDIS-12-19-2679-SC
Durborow, S., & Lopez, A. (2012). An analysis of the potential economic impact of Huanglongbing on the California citrus industry. Southern Agricultural Economics Association Annual Meeting, Orlando, Florida. https://doi.org/10.22004/ag.econ.142771
Gao, F., Wu, B., Zou, C., Bao, Y., Li, D., Yao, W., Powell, C. A., & Zhang, M. (2022). Genetic Diversity of “Candidatus Liberibacter asiaticus” Based on Four Hypervariable Genomic Regions in China. Microbiology Spectrum, 10(6). https://doi.org/10.1128/spectrum.02622-22
Garnier, M., & Bové, J. M. (1996). Distribution of the huanglongbing (greening) Liberobacter species in fifteen African and Asian countries. International Organization of Citrus Virologists Conference Proceedings (1957-2010), 13(13).
Giancola, S., Aguirre, M., Di Masi, S., Bravo, G., Molina, N., & Alderete, S. (2019). Control sustentable del vector del HLB en la Agricultura Familiar en Argentina, Uruguay, Paraguay y Bolivia. Congreso Argentino de Citricultura, Tucumán, Argentina.
Grafton-Cardwell, E. E., Stelinski, L. L., & Stansly, P. A. (2013). Biology and management of Asian citrus psyllid, vector of the huanglongbing pathogens. Annual Review of Entomology, 58(1), 413-432. https://doi.org/10.1146/annurev-ento-120811-153542
Halbert, S. E., Manjunath, K. L., Ramadugu, C., Brodie, M. W., Webb, S. E., & Lee, R. F. (2010). Trailers transporting oranges to processing plants move Asian citrus psyllids. Florida Entomologist, 93(1), 33-38.
Hall, D. G., & McCollum, G. (2011). Survival of adult Asian citrus psyllid, Diaphorina citri (Hemiptera: Psyllidae), on harvested citrus fruit and leaves. Florida Entomologist, 1094-1096.
Hallman, L. M., Kadyampakeni, D. M., Ferrarezi, R. S., Wright, A. L., Ritenour, M. A., & Rossi, L. (2023). Uptake of micronutrients in severely HLB-affected grapefruit trees grown on Florida Indian River flatwood soils. Journal of Plant Nutrition. Scopus. https://doi.org/10.1080/01904167.2023.2221287
Hansen, A. K., Sanchez, A. N., & Kwak, Y. (2022). Divergent Host-Microbe Interaction and Pathogenesis Proteins Detected in Recently Identified Liberibacter Species. Microbiology Spectrum, 10(4). https://doi.org/10.1128/spectrum.02091-22
Hernández-Landa, L., Lopez-Collado, J., González-Hernández, H., Vargas-Mendoza, M., Osorio-Acosta, F., & Nava-Tablada, M. E. (2018). Fluctuation and synchronization of adults catches of Diaphorina citri Kuwayama (Hemiptera: Liviidae) in urban backyards and commercial citrus plantations. Journal of Asia-Pacific Entomology, 21(3), 745-753. https://doi.org/10.1016/j.aspen.2018.05.005
IICA, John Snow Brasil Consultoría, SDA, COSAVE, & PSAICA. (2019). Estudio de caso de evaluación de impacto de las medidas fitosanitarias del Huanglongbing en Brasil para producción de plantines en ambiente protegido. Instituto Interamericano de Cooperación para la Agricultura (IICA). https://repositorio.iica.int/handle/11324/7902
INEI. (2023). Censos Nacionales XII de Población y VII de Vivienda. Instituto Nacional de Estadística e Informática. https://www.gob.pe/inei/
Kalile, M., Cardoso, A., Pallini, A., Fonseca, M., Ferreira-Junior, T., & Janssen, A. (2023). A predatory mite that suppresses Diaphorina citri populations on plants with pollen and oviposition sites. Entomologia Experimentalis et Applicata, 171(8), 592-602. https://doi.org/10.1111/eea.13326
Kotchen, M. J., & Levinson, A. (2023). When Can Benefit-Cost Analyses Ignore Secondary Markets? Journal of Benefit-Cost Analysis, 14(1), 114-140. https://doi.org/10.1017/bca.2022.22
Li, J., He, P., He, P., Li, Y., Wu, Y., Lu, Z., Li, X., Yang, Y., Wang, Y., Guo, J., Munir, S., & He, Y. (2022). Potential of citrus endophyte Bacillus subtilis L1-21 in the control of Candidatus Liberibacter asiaticus in Asian citrus psyllid, Diaphorina citri. Pest Management Science, 78(12), 5164-5171. https://doi.org/10.1002/ps.7134
Lin, C.-Y., Batuman, O., & Levy, A. (2023). Identifying the Gut Virome of Diaphorina citri from Florida Groves. Insects, 14(2). https://doi.org/10.3390/insects14020166
Lin, C.-Y., Tsai, C.-H., Tien, H.-J., Wu, M.-L., Su, H.-J., & Hung, T.-H. (2017). Quantification and ecological study of ‘Candidatus Liberibacter asiaticus’ in citrus hosts, rootstocks and the Asian citrus psyllid. Plant Pathology, 66(9), 1555-1568. https://doi.org/10.1111/ppa.12692
Liu, T.-S., Sun, X.-L., Bin, M.-L., Yi, G.-J., & Zhang, X.-X. (2022). Functional Characterization of the Ryanodine Receptor Gene in Diaphorina citri. Life, 12(12). https://doi.org/10.3390/life12122005
Lopez, J. A., & Durborow, S. L. (2014). Huanglongbing and the California Citrus Industry: A Cost Comparison of Do Nothing vs. Do Something Management Practices. Texas Journal of Agriculture and Natural Resources, 27, 51-68.
López-Collado, J., López-Arroyo, J. I., Robles-García, P. L., & Márquez-Santos, M. (2013). Geographic distribution of habitat, development, and population growth rates of the Asian citrus psyllid, Diaphorina citri, in Mexico. Journal of Insect Science, 13. https://doi.org/10.1673/031.013.11401
Luis-Pantoja, M., Paredes-Tomás, C., Uneau, Y., Myrie, W., Morillon, R., Satta, E., Contaldo, N., Pacini, F., & Bertaccini, A. (2021). Identification of ‘Candidatus Phytoplasma’ species in “huanglongbing” infected citrus orchards in the Caribbean. European Journal of Plant Pathology, 160(1), 185-198. https://doi.org/10.1007/s10658-021-02234-7
McRoberts, N., Figuera, S. G., Olkowski, S., McGuire, B., Luo, W., Posny, D., & Gottwald, T. (2019). Using models to provide rapid programme support for California’s efforts to suppress Huanglongbing disease of citrus. Philosophical Transactions of the Royal Society B: Biological Sciences, 374(1776). https://doi.org/10.1098/rstb.2018.0281
MEF. (2019). Directiva General del Sistema Nacional de Programación Multianual y Gestión de Inversiones. Anexo 11. Parámetros de Evaluación Social. Diario El Peruano.
Meng, L., Xia, C., Jin, Z., & Zhang, H. (2022). Investigation of Gut Bacterial Communities of Asian Citrus Psyllid (Diaphorina citri) Reared on Different Host Plants. Insects, 13(8). https://doi.org/10.3390/insects13080694
Miranda, S. H. G. de, Adami, A. C. de O., & Bassanezi, R. B. (2012). Economic impacts of huanglongbing disease in São Paulo State.
Mora-Aguilera, G., Acevedo-Sánchez, G., Guzmán-Hernández, E., Flores, E., Martínez-Bustamente, V., Coria-Contreras, J., & Robles-García, P. (2019). El HLB de los cítricos en México: Epidemiología, Manejo e Impactos Productivos.
Nguyen, V.-A., Bartels, D. W., & Gilligan, C. A. (2023). Modelling the spread and mitigation of an emerging vector-borne pathogen: Citrus greening in the U.S. PLoS Computational Biology, 19(6). https://doi.org/10.1371/journal.pcbi.1010156
Oke, A. O., Oladigbolu, A. A., Kunta, M., Alabi, O. J., & Sétamou, M. (2020). First report of the occurrence of Asian citrus psyllid Diaphorina citri (Hemiptera: Liviidae), an invasive species in Nigeria, West Africa. Scientific Reports, 10(1). https://doi.org/10.1038/s41598-020-66380-4
Oliveira, J. M. C. de, Nascimento, A. S. do, Miranda, S. H. G. de, Barbosa, C. de J., & Laranjeiras, F. F. (2013). Estimativa dos impactos econômicos decorrentes de eventual introdução do huanglongbing (HLB) no estado da Bahia. Revista Brasileira de Fruticultura, 35, 755-762.
Ortiz-Isabel, B. E., & Manzo-Ramos, F. (2019). El programa Arco para el control del huanglongbing en Tecoman, Colima, y Axtla, San Luis Potosí, México. AGROProductividad, 12(6), 25-31.
Pan, Q., Yu, S.-J., Lei, S., Li, S.-C., Ding, L.-L., Liu, L., Cheng, L.-Y., Luo, R., Lei, C.-Y., Lou, B.-H., Cong, L., Liu, H.-Q., Wang, X.-F., & Ran, C. (2023). Effects of Candidatus Liberibacter asiaticus infection on metagenome of Diaphorina citri gut endosymbiont. Scientific Data, 10(1). https://doi.org/10.1038/s41597-023-02345-2
Pandey, S., Hendrich, C., Andrade, M., & Wang, N. (2022). Candidatus Liberibacter: From Movement, Host Responses, to Symptom Development of Citrus Huanglongbing. Phytopathology, 112(1), 55-68. https://doi.org/10.1094/PHYTO-08-21-0354-FI
Paredes-Tomás, C., Luis-Pantoja, M., Contaldo, N., Bertaccini, A., & Pacini, F. (2023). Multigene characterization of ‘Candidatus Phytoplasma palmae’ strains infecting citrus species in Cuba. Phytopathogenic Mollicutes, 13(1), 91-92. https://doi.org/10.5958/2249-4677.2023.00046.4
Pérez-Valencia, L. I., Michel, A. P., Moya-Raygoza, G., & Rodríguez, A. (2019). Genetic variation and structure of Diaphorina citri (Hemiptera: Liviidae) in populations from México. Annals of the Entomological Society of America, 112(4), 379-387. https://doi.org/10.1093/aesa/saz016
Petri, G., & Jorge, N. (2015). Evaluación del potencial impacto económico del Huanglongbing [HLB] en la economía argentina. IICA.
Phuyal, D., Nogueira, T. A. R., Jani, A. D., Kadyampakeni, D. M., Morgan, K. T., & Ferrarezi, R. S. (2020). ‘Ray Ruby’ grapefruit affected by huanglongbing II. Planting density, soil, and foliar nutrient management. HortScience, 55(9), 1420-1432. https://doi.org/10.21273/HORTSCI15128-20
Ramírez-Godoy, A., Puentes-Pérez, G., & Restrepo-Díaz, H. (2018). An evaluation of the use of calcium, potassium and silicon for the management of Diaphorina citri populations in Tahiti lime trees. Notulae Botanicae Horti Agrobotanici Cluj-Napoca, 46(2), 546-552. https://doi.org/10.15835/nbha46211152
Salcedo, D., Mora, G., Covarrubias, I., Cíntora, C., Hinojosa, R., DePaolis, F., & Mora, S. (2011). Assessment of the economic impact of Huanglongbing (HLB) disease on Mexico’s citrus chain.
Santiago, J. M., Kadyampakeni, D. M., Fox, J.-P., Wright, A. L., Guzmán, S. M., Ferrarezi, R. S., & Rossi, L. (2023). Grapefruit Root and Rhizosphere Responses to Varying Planting Densities, Fertilizer Concentrations and Application Methods. Plants, 12(8). https://doi.org/10.3390/plants12081659
Sauer, A. V., Nocchi, P. T. R., Zanutto, C. A., Rinaldi, D. A. M. F., & Nunes, W. M. C. (2015). Monitoring «candidatus liberibacter asiaticus» in a commercial orchard of sweet orange and tahiti lime in the northwest of paraná state, Brazil. Acta Horticulturae, 1065, 913-918. https://doi.org/10.17660/ActaHortic.2015.1065.113
Seminario de Marzi, L. (2017). Actualización de la Tasa Social de Descuento. Ministerio de Economía y Finanzas. https://www.mef.gob.pe/contenidos/inv_publica/docs/parametros_evaluacion_social/Tasa_Social_Descuento.pdf
SENASA. (2018). Piura: Monitoreo preventivo permite proteger cítricos del dragón amarillo (HLB). SENASA Contigo. https://www.senasa.gob.pe/senasacontigo/piura-monitoreo-preventivo-permite-proteger-citricos-del-dragon-amarillo-hlb/
SENASA. (2020). MINAGRI y productores citrícolas firmes para evitar ingreso del HLB. SENASA Contigo. https://www.senasa.gob.pe/senasacontigo/minagri-y-productores-citricolas-firmes-para-evitar-ingreso-del-hlb/
SENASICA. (2017). Manual operativo de la campaña contra el Huanglongbing de los cítricos.
Setamou, M., Tarshis Moreno, A., & Patt, J. M. (2022). Source or Sink? The Role of Residential Host Plants in Asian Citrus Psyllid Infestation of Commercial Citrus Groves. Journal of Economic Entomology, 115(2), 438-445. https://doi.org/10.1093/jee/toab249
SIEA. (2023). Estadística Agropecuaria. Sistema Integrado de Estadística Agraria. https://siea.midagri.gob.pe/portal/
Spreen, T. H., & Baldwin, J.-P. (2013). The impact of huanglongbing (HLB) on citrus tree planting in Florida.
Stover, E., Hall, D. G., Grosser, J., Gruber, B., & Moore, G. A. (2018). Huanglongbing-related responses of ‘valencia’ sweet orange on eight citrus rootstocks during greenhouse trials. HortTechnology, 28(6), 776-782. https://doi.org/10.21273/HORTTECH04137-18
Sulzbach, M., de Oliveira, R. P., Girardi, E. A., Bassanezi, R. B., Laranjeira, F. F., & Schwarz, S. F. (2018). Risk analysis of introduction and spread of huanglongbing in citrus groves in Rio Grande do Sul, Brazil. Tropical Plant Pathology, 43(1), 49-58. https://doi.org/10.1007/s40858-017-0198-5
Thakuria, D., Chaliha, C., Dutta, P., Sinha, S., Uzir, P., Singh, S., Hazarika, S., Sahoo, L., Kharbikar, L., & Singh, D. (2023). Citrus Huanglongbing (HLB): Diagnostic and management options. Physiological and Molecular Plant Pathology, 125(102016).
Vera-Villagrán, E., Sagarnaga-Villegas, L. M., Salas-González, J. M., Leos-Rodríguez, J. A., Galvão De Miranda, S. H., & Cristina De Oliveira Adami, A. (2016). Economic impact analysis for combating HLB in key lime citrus groves in Colima, Mexico, assuming the Brazilian approach. Custos e Agronegocio, 12(4), 344-363.
Wang, Y., Kondo, T., He, Y., Zhou, Z., & Lu, J. (2021). Genome sequence resource of «Candidatus Liberibacter asiaticus» from Diaphorina citri Kuwayama (Hemiptera: Liviidae) in Colombia. Plant Disease, 105(1), 193-195. https://doi.org/10.1094/PDIS-06-20-1249-A
Zapien-Macias, J. M., Ferrarezi, R. S., Spyke, P. D., Castle, W. S., Gmitter, F. G., Jr., Grosser, J. W., & Rossi, L. (2022). Early Performance of Recently Released Rootstocks with Grapefruit, Navel Orange, and Mandarin Scions under Endemic Huanglongbing Conditions in Florida. Horticulturae, 8(11). https://doi.org/10.3390/horticulturae8111027
Zhang, F., Qiu, Z., Zhong, B., Feng, T., & Huang, A. (2020). Modeling citrus Huanglongbing transmission within an orchard and its optimal control. Mathematical Biosciences and Engineering, 17(3), 2048-2069.
Zorzenon, F. P. F., Tomaseto, A. F., Daugherty, M. P., Lopes, J. R. S., & Miranda, M. P. (2021). Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil. Journal of Applied Entomology, 145(4), 326-335. https://doi.org/10.1111/jen.12851
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