AI and Machine Learning for Precision Agriculture: A New Era of Farming

Artificial Intelligence (AI) and Machine Learning (ML) are transforming agriculture by enablingprecision farming, optimizing resource utilization, and improving crop yield. This paper explores how AIdriven technologies, including predictive analytics, computer vision, and autonomous systems, areenhancing agricultural productivity. The study highlights AI applications in crop health monitoring, soilanalysis, pest control, and irrigation management. Challenges such as high implementation costs, dataprivacy concerns, and accessibility are discussed, along with future trends in AI-driven smart agriculture.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-09
DOI
https://doi.org/10.5281/zenodo.15375930
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
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article

AI and Machine Learning for Precision Agriculture: A New Era of Farming

Zenodo (CERN European Organization for Nuclear Research)
Smart Agriculture and AI
article

AI and Machine Learning for Precision Agriculture: A New Era of Farming

article en

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) are transforming agriculture by enablingprecision farming, optimizing resource utilization, and improving crop yield. This paper explores how AIdriven technologies, including predictive analytics, computer vision, and autonomous systems, areenhancing agricultural productivity. The study highlights AI applications in crop health monitoring, soilanalysis, pest control, and irrigation management. Challenges such as high implementation costs, dataprivacy concerns, and accessibility are discussed, along with future trends in AI-driven smart agriculture.

Zenodo (CERN European Organization for Nuclear Research)
Zero hunger
Openalex Percentile: Top 69%
Smart Agriculture and AI
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AI and Machine Learning for Precision Agriculture: A New Era of Farming · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS