Aug 2026· Journal of Visualized Experiments· Vol 234· 0 citations
Medicine
TL;DR
The IoT-Driven Precision Agriculture (IoT-PA) system optimizes agricultural resource use using distributed sensor networks, real-time soil moisture and weather monitoring, and intelligent irrigation control to maximize crop growth and avoid water waste.
Abstract
The agro-food industry is quickly digitizing to solve resource restrictions, climate unpredictability, and sustainable food production using Internet of Things (IoT), Artificial intelligence (AI), cloud computing, and data analytics. Due to rigid irrigation schedules and limited field monitoring, traditional agriculture wastes water, reduces crop yield, and harms the environment. The IoT-Driven Precision Agriculture (IoT-PA) system in this paper optimizes agricultural resource use using distributed sensor networks, real-time soil moisture and weather monitoring, and intelligent irrigation control. The proposed platform gathers environmental data, analyses field conditions, and automatically recommends irrigation to maximize crop growth and avoid water waste. Farmers may make data-driven agricultural decisions with continuous monitoring and fast notifications from the framework. The IoT-PA architecture improves irrigation efficiency, agricultural yield, and sustainable resource management compared to traditional farming. Higher agricultural production and efficient water and resource use assist Sustainable Development Goal (SDG) 2 (Zero Hunger) and SDG 12 (Responsible Consumption and Production) of the United Nations Sustainable Development Goals. The suggested smart agricultural system is scalable and practicable, promoting sustainable food production and environmental conservation.
The integration of Internet of Things (IoT) technologies into agriculture has emerged as a revolutionary approach for developing smart agricultural systems capable of improving productivity, resource efficiency, and sustainability. Traditional farming methods often face challenges such as climate variability, water sca...
Research Author· American Journal of Multidis...· 0 citations
It is concluded that combining ML and IoT is fundamental to achieving sustainable agricultural development and the United Nations Sustainable Development Goals, particularly Zero Hunger, Clean Water, Responsible Consumption and Production, Responsible Consumption and Production, and Climate Action.
Mustapha Malami Idina, Mubarak Jibril Yeldu, A. Gulumbe· International Journal of Mul...· 0 citations
Digital agriculture has emerged as a transformative approach to modern farming by integrating advanced information and communication technologies with agricultural production systems. The rapid advancement of technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), Geographic Information Systems...
Research Author· American Journal of Multidis...· 0 citations
The review shows that AI-IoT technologies are primarily applied in crop disease detection, precision agriculture, environmental monitoring, yield prediction, and livestock health monitoring, and the five-layered framework introduced here provides the first inductively derived organising structure that explicitly connec...
B. Ndlovu, Kudakwashe Maguraushe· Scientific Journal of Inform...· 1 citation
Agriculture plays a crucial role in economic development and food security. Traditional farming methods often face challenges such as inefficient water usage, unpredictable environmental conditions, and limited real-time monitoring. This paper proposes an IoT-Based Smart Agriculture system integrated with Machine Learn...
Priyanka Behera, S. Satapathy, Nakshytrajeet Kar et al.· International Research Journ...· 0 citations
IoT, GIS, Remote Sensing, and Artificial Intelligence together provide a complete digital ecosystem for precision agriculture that helps in reducing wastage, increasing productivity, and minimizing environmental impact.
Muhammad Azeem, Fozia Bibi, Tahira Nisa et al.· Pakistan Journal of Positive...· 0 citations
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