DOI - Vydavatelství Mendelovy univerzity v Brně

Identifikátory DOI

DOI: 10.11118/978-80-7509-820-7-0356

PRECISION AGRICULTURE (PA) SUPPORT OF INCREASING AGRICULTURAL PRODUCTIVITY

Marco Javier SUÁREZ BARÓN, Angie Lizeth GOMEZ AGUDELO, Juana Valentina GARCIA ARIZA

This work describes the increasing agricultural productivity challenges in the context of precision agriculture (PA) application in Colombia. To carry out the development of the research, we analysed the application of artificial intelligence (AI) projects in the country. So, performance evaluation metrics considered, both for efficiency, quality in the learning, classification and cost-benefit. Some contributions identified in the development in this work are: A high effectiveness in the precision agriculture system using artificial intelligence techniques in the detection of healthy and infected leaves and the notable decrease in time to detect healthy and infected leaves, increased food security and most likely higher profits to the farmer.

Klíčová slova: agricultural productivity, artificial intelligence, precision agriculture, potato crops, security foods

stránky: 356-360, Publikováno: 2021, online: 2021



Reference

  1. Alcaraz, J., Jimenez J. 2018. La aplicación de la agricultura de precisión en el proceso de fertilización: un caso de estudio para el sector bananero del Urabá-Antioqueño. Available at: https://repository.eafit.edu.co/bitstream/handle/10784/12581/JuanGonzalo_JimenezTrespalacios_Joh nJames_AlcarazRestrepo_2018.pdf? [access: 30-04-2021].
  2. Sanchez, G. 2019. ¿A dónde nos llevará la agricultura de precisión? Available at: https://www.agroneg.cios.co/analisis/gabriel-sanchez-2830947/a-donde-nos-llevara-laagricultura-de- precision-2830945 [access: 25-04-2021].
  3. Herrero, I., López, Y., Alfonso, P., Roach, E. F. 2006. La aplicación de la Agricultura de Precisión: su impacto social. Revista ciencias técnicas agropecuarias, 15(3): 42-44.
  4. Sanjeevi, P., Prasanna, S., Siva Kumar, B., Gunasekaran, G., Alagiri, I., Vijay Anand, R. 2020. Precision agriculture and farming using Internet of Things based on wireless sensor network. Transactions on Emerging Telecommunications Technologies, 31(12): e3978. Přejít k původnímu zdroji...
  5. Nicol, L. A., Nicol, C. J. 2021. Adoption of Precision Agriculture in Alberta Irrigation Districts with Implications for Sustainability. Journal of Rural and Community Development, 16(1).