Published

2024-08-31

Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections

Oportunidades y desafíos de la inteligencia artificial en la agricultura: algunas reflexiones breves

Authors

  • Joaquín Guillermo Ramírez-Gil Universidad Nacional de Colombia - Bogot´´a - Facultad de Ciencias Agrarias - Departamento de Agronomía - Laboratorio de Agrocomputación y Análisis Epidemiológico https://orcid.org/0000-0002-0162-3598

     

References

Alam, Md. F. B., Tushar, S. R., Zaman, S. Md., Santibanez Gonzalez, E. D. R., Mainul Bari, A. B. M., & Lekha Karmaker, C. (2023). Analysis of the drivers of Agriculture 4.0 implementation in the emerging economies: Implications towards sustainability and food security. Green Technologies and Sustainability, 1(2), Article 100021. https://doi.org/10.1016/j.grets.2023.100021

Cáceres-Zambrano, J., Ramírez-Gil, J. G., & Barrios, D. (2022). Validating technologies and evaluating the technological level in avocado production systems: a value chain approach. Agronomy, 12(12), Article 3130. https://doi.org/10.3390/agronomy12123130

Erazo-Mesa, E., Echeverri-Sánchez, A., & Ramírez-Gil, J. G. (2022). Advances in Hass avocado irrigation scheduling under digital agriculture approach. Revista Colombiana de Ciencias Hortícolas, 16(1), Article e13456. https://doi.org/10.17584/rcch.2022v16i1.13456

Hu, T., Zhang, X., Bohrer, G., Liu, Y., Zhou, Y., Martin, J., Li, Y., & Zhao, K. (2023). Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield. Agricultural and Forest Meteorology, 336, Article 109458. https://doi.org/10.1016/j.agrformet.2023.109458

Junhui, W., Chushan, S., Yusheng, W., Jie, C., Kaiyan, L., & Huiping, S. (2021). Research on agricultural products intelligent recommendation based on e-commerce big data. 2021 IEEE 6th International Conference on Big Data Analytics (ICBDA), 28−32. Xiamen, China. https://doi.org/10.1109/ICBDA51983.2021.9403024

Rodríguez-Almonacid, D. V., Ramírez-Gil, J. G., Higuera, O. L., Hernández, F., & Díaz-Almanza, E. (2023). A comprehensive step-by-step guide to using data science tools in the gestion of epidemiological and climatological data in rice production systems. Agronomy, 13(11), Article 2844. https://doi.org/10.3390/agronomy13112844

Wakchaure, M., Patle, B. K., & Mahindrakar, A. K. (2023). Application of AI techniques and robotics in agriculture: A review. Artificial Intelligence in the Life Sciences, 3, Article 100057. https://doi.org/10.1016/j.ailsci.2023.100057

How to Cite

APA

Ramírez-Gil, J. G. (2024). Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections. Agronomía Colombiana, 42(2), e117686. https://doi.org/10.15446/agron.colomb.v42n2.117686

ACM

[1]
Ramírez-Gil, J.G. 2024. Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections. Agronomía Colombiana. 42, 2 (May 2024), e117686. DOI:https://doi.org/10.15446/agron.colomb.v42n2.117686.

ACS

(1)
Ramírez-Gil, J. G. Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections. Agron. Colomb. 2024, 42, e117686.

ABNT

RAMÍREZ-GIL, J. G. Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections. Agronomía Colombiana, [S. l.], v. 42, n. 2, p. e117686, 2024. DOI: 10.15446/agron.colomb.v42n2.117686. Disponível em: https://revistas.unal.edu.co/index.php/agrocol/article/view/117686. Acesso em: 19 jan. 2025.

Chicago

Ramírez-Gil, Joaquín Guillermo. 2024. “Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections”. Agronomía Colombiana 42 (2):e117686. https://doi.org/10.15446/agron.colomb.v42n2.117686.

Harvard

Ramírez-Gil, J. G. (2024) “Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections”, Agronomía Colombiana, 42(2), p. e117686. doi: 10.15446/agron.colomb.v42n2.117686.

IEEE

[1]
J. G. Ramírez-Gil, “Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections”, Agron. Colomb., vol. 42, no. 2, p. e117686, May 2024.

MLA

Ramírez-Gil, J. G. “Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections”. Agronomía Colombiana, vol. 42, no. 2, May 2024, p. e117686, doi:10.15446/agron.colomb.v42n2.117686.

Turabian

Ramírez-Gil, Joaquín Guillermo. “Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections”. Agronomía Colombiana 42, no. 2 (May 1, 2024): e117686. Accessed January 19, 2025. https://revistas.unal.edu.co/index.php/agrocol/article/view/117686.

Vancouver

1.
Ramírez-Gil JG. Opportunities and challenges of artificial intelligence in agriculture: Some brief reflections. Agron. Colomb. [Internet]. 2024 May 1 [cited 2025 Jan. 19];42(2):e117686. Available from: https://revistas.unal.edu.co/index.php/agrocol/article/view/117686

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