Three-Dimensional Analysis of the Impact of Different Concentrations of Glyphosate on the Growth of Cocoa (Theobroma cacao)
Source abstract
Abstract
Ecuadorian cocoa possesses important organoleptic characteristics such as aroma and flavor, called fine and aromatic cocoa. The objective of this study was to evaluate the initial growth responses of young cocoa seedlings to glyphosate in a dose progression in 45 cocoa plants (5 months old), which were transplanted into pots with substrate adjusted to pH 6.0–6.5. Glyphosate doses (0 to 904 g e.e. ha−1) were applied every two weeks, evaluating the impact at 30 and 60 days post-application. Data on shikimate accumulation parameters, chlorophyll content and PSII quantum efficiency were subjected to multivariate analysis using a three-dimensional scatter plot. The results indicated that high concentrations of glyphosate contributed to higher shikimate concentration and lower PSII quantum efficiency. The findings for the variables crop damage, stem height and stem diameter were evaluated by ANOVA. Similarities were reported between the results of the variables height and diameter, and significant differences (p < 0.05) in the variable crop damage for all treatments were also reported. In terms of phytotoxic reaction and growth parameters, the most efficient treatment was DO4, since the seedlings with this dosage showed a low percentage of damage (10%) and the best indices in terms of height and diameter. The least efficient treatment was D15. The control plants (DO1) showed a crop damage of >50% because the absence of control favored weed proliferation. These indications highlight the need to adjust glyphosate doses according to the specific needs of each crop and the development stage of the plant in order to reduce negative effects and maximize potential benefits.
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Research context
OpenAlex topics: Cocoa and Sweet Potato Agronomy · Plant tissue culture and regeneration · Weed Control and Herbicide Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Centro de Estudios Estadísticos, Universidad Estatal de Milagro (UNEMI), Milagro 091050, Ecuador
Department of Statistics, University of Salamanca, 37008 Salamanca, Spain
Institute for Biomedical Research of Salamanca (IBSAL), 37007 Salamanca, Spain
Funding
Universidad Estatal de Milagro (UNEMI)
References (42)
Show source-provided references
1. Valle, R.R. (2012). Ecofisiologia do cultivo do cacaueiro. Ciência, Tecnologia e Manejo do Cacaueiro, Centro de Pesquisas do Cacau Ceplac. [2nd ed.].
2. Moniliophthora roreri (Cif y Par) Evans et al. en el cultivo de cacao
3. ICCO (2024, July 30). Producción de Granos de Cacao. La Organización Internacional del Cacao. Available online: https://www.icco.org/about-us/international-cocoa-agreements/doc_download/4577-production-qbcs-xlvi-no-2.html.
4. Vargas, E.M., Molina, X.C., and Cevallos, E.Z. (2022). Recorrido Histórico de La Importancia Del Cacao Para La Economía de Ecuador, Sinergias Educativas.
5. Cervantes, X., Mendoza, E., Vásconez, G., and Samaniego, E. (2024, May 01). Visualización Bibliométrica En El Área Del Cultivo de Cacao Evaluando Competencias Administrativas y Socioeconómicas a Nivel de América Latina. Available online: https://www.japss.org/upload/33.%20Molina.pdf.
6. CFN (2024, May 06). Ficha Sectorial. Available online: https://www.cfn.fin.ec/wpcontent/uploads/downloads/biblioteca/2023/fichas-sectoriales-2-trimestre/Ficha-SectorialCacao.pdf.
7. Efectos de la densidad y el patrón de siembra en la supresión de malezas y el rendimiento de grano en tres variedades de maíz bajo alta presión de malezas
8. Crop losses to pests10.1017/S0021859605005708 ↗
9. Glyphosate in the environment10.1007/BF00279485 ↗
10. U.S. Department of Agriculture Forest Service (Servicio Forestal de los Estados Unidos) (1997). Glifosato: Perfil de Información Sobre Herbicidas, Boletín.
11. Paz-y-Miño, C., and López Cortés, A. (2024, May 01). Impactos Genéticos, Sanitarios y Ambientales Causados por el Glifosato en Ecuador. Editorial Nova, Available online: http://site.ebrary.com/id/10935200.
12. A Review of the Carcinogenic Potential of Glyphosate by Four Independent Expert Panels and Comparison to the IARC Assessment10.1080/10408444.2016.1214677 ↗
13. Lara, M., and Zubiate, G. (2020). Control de plaguicidas en Ecuador: ¿un problema subestimado?. Rev. Bionatura.
14. Physiological and growth responses of cacao to glyphosate exposure
15. Evaluation of herbicides and manual weed control methods in the establishment of Theobroma cacao L. in Cross River State of Nigeria
16. Guevara-Viejó, F., Valenzuela-Cobos, J.D., Vicente-Galindo, P., and Galindo-Villardón, P. (2021). Application of K-Means Clustering Algorithm to Commercial Parameters of Pleurotus spp. Cultivated on Representative Agricultural Wastes from Province of Guayas. J. Fungi, 7.10.3390/jof7070537 ↗
17. Hormesis with glyphosate depends on coffee growth stage10.1590/S0001-37652013005000027 ↗
18. Efeito de doses de glyphosate em deriva simulada em plantas jovens de cacau10.18265/1517-0306a2021id4367 ↗
19. The tolerance of three transgenic subterranean clover (Trifolium subterraneum L.) lines with the bxn gene to herbicides containing bromoxynil10.1071/AR02134 ↗
20. The relationship between the quantum yield of photosynthetic electron transport and quenching of chlorophyll fluorescence10.1016/S0304-4165(89)80016-9 ↗
21. Kretzmert, K.A., Sammons, D., Frantz, J.P., and Morris, P.J. (2011). A Quick and Colorful Method to Detect and Quantify Shikimic Acid in Whole Plant Tissues or Plant Extracts. Weed Technology, Weed Science Society of America.
22. Del Valle Tascón, S., Sanz, M.J., Calatayud, A., and Barreno, E. (1994). Coeficientes de Extinción de Clorofilas y Feofitinas (a y b) En DMSO y Ecuaciones Para El Cálculo de Sus Concentraciones. Stvdia Botánica, Departamento de Biología Vegetal, Universitat de Valencia.
23. Henzi, A., and Derecho, M. (2024). A rank-based sequential test of independence. Biometrika.10.1093/biomet/asae023 ↗
24. La genética de poblaciones y el origen de la diversidad humana
25. Walpole, R., Myers, R., Myers, S., and Ye, K. (2012). Probabilidad y Estadística Para Ingeniería y Ciencias, Pearson Educación. [9th ed.].
26. Vargas, A. (1995). Estadística Descriptiva e Inferencial, Universidad de Castilla-La Mancha. [2nd ed.].
27. Current State of Cocoa Plantation: A Review of its Main Limitations
28. De Maria, N. (2004). Efecto del Glifosato Sobre la Simbiosis “Lupinus albus-Bradyrhizobium” sp. (“Lupinus”), Complutense de Madrid.
29. Effects of Glyphosate on the Environment and Human Health10.46488/NEPT.2024.v23i01.002 ↗
30. Shikimate Accumulates in Both Glyphosate-Sensitive and Glyphosate-Resistant Horseweed (Conyza canadensis L. Cronq.)10.1021/jf026006k ↗
31. Ríos, A. (2011). Control de Malezas y Fitotoxicidad al Maíz Transgénico RR Con Dos Formulaciones de Glifosato. [Ph.D. Dissertation, Escuela Agrícola Panamericana].
32. Chlorophyll fluorescence—A practical guide
33. Efectos de las concentraciones subletales de glifosato en el crecimiento y el rendimiento fotosintético de especies no objetivo Bolboschoenus Maritimus
34. Efectividad En El Control de Malezas y Fitotoxicidad de Guateque GD 75 En Caña de Azúcar
35. Eficiencia En El Uso Del Agua y Fotosíntesis de La Soja Resistente al Glifosato Afectada Por El Glifosato
36. Konrad, B.N.L., Pinheiro, S.C., Ferreira, C.C., Hoffmann, E.K., and Albertino, S.M.F. (2023). Using Glyphosate on Guarana Seedlings in the Amazon. Moléculas, 28.10.3390/molecules28135193 ↗
37. Glyphosate in northern ecosystems10.1016/j.tplants.2012.05.008 ↗
38. Efeitos de subdoses de glyphosate em plantas jovens de seringueira (Hevea brasiliensis Aubl.)
39. Neves, D.C., Furlani Junior, E., and Valter Filho, V.V. (2009). Hormese no crescimento do algodoeiro por subdoses de glifosato. Congresso Brasileiro Do Algodão De Moda Anais, Embrapa Algodón.
40. Efeito hormese de glyphosate em feijoeiro10.1590/S1983-40632012000300008 ↗
41. Barbosa, E.A., Silva, I.M.D., França, A.C., Silva, E.D.B., and Matos, C.D.C.D. (2020). Evaluation of leaf and root absorptions of glyphosate in the growth of coffee plants. Arq. Inst. Biol., 87.10.1590/1808-1657000762018 ↗
42. Use of foliar fertilizers as attenuators of injuries caused by glyphosate drift in young coffee plantations10.25186/.v15i.1755 ↗