Artificial Intelligence and Machine Learning in Precision Farming a Case Study of Nigeria: A Review

Authors: Leddi Kalifa Wanki, Mshelia Jesse Silas, Babangida Hammani, Abdullahi Usman, Ahmed Ishiyaku, Auwalu Yakubu

Affiliation: Intrio Synergy Limited, Branch Office Gombe, Gombe State.

Corresponding Author: [email protected]

December 31, 2025

SIAR-Global Journal of Computer, Information & Library Science

DOI: 10.5281/zenodo.18195271

Artificial Intelligence and Machine Learning in Precision Farming a Case Study of Nigeria: A Review
Review Article Multidisciplinary

Abstract

Precision farming leverages Artificial Intelligence (AI) and Machine Learning (ML) and has the potential to transform the agricultural landscape in Nigeria. This paper reviews the concepts, applications, benefits, and challenges of AI and ML in precision farming in Nigeria. Our case study highlights the use of AI-powered tools for crop monitoring, soil health analysis, and predictive analytics, demonstrating significant improvements in crop yields, water usage, and farmers’ income. The paper also considers the future prospects and limitations of adopting AI and ML in Nigerian Agriculture including infrastructure, data quality and farmers awareness. Our findings suggest that AI and ML can play a vital role in enhancing agricultural productivity and sustainability in Nigeria, and we recommend increased investment in digital infrastructure, capacity building and policy support to unlock the full potential of precision farming in the country. 

Keywords

Precision farming; Artificial Intelligence (AI); Machine Learning (ML); Technologies; Yield.

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How to Cite

Leddi Kalifa Wanki, Mshelia Jesse Silas, Babangida Hammani, Abdullahi Usman, Ahmed Ishiyaku, Auwalu Yakubu (2025). Artificial Intelligence and Machine Learning in Precision Farming a Case Study of Nigeria: A Review. SIAR-Global Journal of Computer, Information & Library Science, Vol. 1, No. 1. DOI: 10.5281/zenodo.18195271

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Article Information

  • Type: Review Article
  • Journal: SIAR-Global Journal of Computer, Information & Library Science
  • Subject Area: Multidisciplinary
  • Published: December 31, 2025
  • Volume: 1
  • Issue: 1
  • Word Count: Not specified
  • DOI: 10.5281/zenodo.18195271
  • Processing Fee: $35.00 USD

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