# IoT-driven smart irrigation system to improve water use efficiency

**Authors:** Zeinab E. Mohamed, M. K. Afify, M. M. Badr, O. A. Omar

PMC · DOI: 10.1038/s41598-025-33826-6 · Scientific Reports · 2026-01-16

## TL;DR

This paper presents an IoT-based smart irrigation system that improves water efficiency, increases crop yield, and reduces disease severity in agriculture.

## Contribution

The novel integration of IoT, cloud computing, and real-time monitoring in a smart irrigation system for enhanced water use efficiency and crop management.

## Key findings

- The system reduces water consumption by 47% and increases lettuce yield by 43%.
- Using wood vinegar at 400 concentration achieves optimal moisture content and disease control.
- The system lowers disease severity index to 7.78% and supports smart agriculture practices.

## Abstract

The agriculture sector is the cornerstone of many global economic entities, plays a central role in highly contributing to ensure food security and the gross domestic product. Difficulties caused by traditional irrigation methods, population growth, and climate change are leading to the development of current irrigation systems. This study presented a smart irrigation system using novel techniques like, Internet of Things (IoT), cloud computing, embedded system and sensors. The smart system integrates real-time monitoring and control during irrigation, fertilization, and biopesticides application. A mobile application is implemented to monitor and control the entire system. Results showed that using wood vinegar at low concentrations is an effective way to improve water use efficiency, increase lettuce yield, and optimize disease control compared to other concentrations. The impact of 400 concentration on the evaluation criteria was found to achieve the best values at 26% moisture content. The smart system reduces water consumption by 47% and achieving a 43% increase in yield as well the lowest level of disease severity index with a value of 7.78%. The system proposed features real-time monitoring and control, improving water use efficiency and supporting smart agriculture practices as well as contribute to food and water security.

## Full-text entities

- **Chemicals:** water (MESH:D014867)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12820134/full.md

## Figures

14 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12820134/full.md

## References

3 references — full list in the complete paper: https://tomesphere.com/paper/PMC12820134/full.md

---
Source: https://tomesphere.com/paper/PMC12820134