Artificial Intelligence and Data Sciences for Precision Agriculture, Pages 257-273 , 01/01/2026

Irrigation Management Through Smart Water Solutions

Qudrat Ullah, Muhammad Sajad, Muhammad Qasim, Thanet Khomphet, Waqas Haider, Ifwarisan Defri, Muhammad Waqar

Abstract

Smart irrigation systems, integrating sensors, IoT, and AI, address global water scarcity affecting 2.4 × 10<sup>9</sup> people and support food security for a projected 9.7 × 10<sup>9</sup> population by 2050. Achieving 80–95% water use efficiency compared to 40–70% for traditional methods, these systems reduce water waste by 20–50%, enhance crop yields by 10–20%, and cut energy use by 10–20%. This chapter explores the need for smart irrigation amid rising agricultural water demands, detailing core technologies like soil moisture sensors (±2–5% accuracy), automated drip systems, and predictive analytics. Implementation strategies, case studies from California vineyards and Kenyan smallholder farms, and adoption challenges, including high costs (USD 1200–3500/ha) and rural connectivity issues, are analyzed. Benefits include reduced runoff (50–60%) and lower carbon emissions (5–7% of agriculture’s 1.2 × 10<sup>10</sup> kg CO₂e/year). Future trends highlight affordable sensors (USD 20–50 by 2030), solar integration, and satellite imagery, with scalability to 30% of 3.0 × 10<sup>8</sup> ha irrigated land, saving 1.2 × 10<sup>11</sup> m<sup>3</sup> water annually. Practical steps and policy incentives are proposed to ensure sustainable agriculture, fostering a water-secure future.

Document Type

Book Chapter

Source Type

Book

ISBN

[9783032127693, 9783032127709]

ISSN

Keywords

AI-driven irrigationIoT integrationSmart irrigationSustainable agricultureWater efficiency



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Citations (Scopus)

Bibliography


Ullah, Q., Sajad, M., Qasim, M., Khomphet, T., Haider, W., Defri, I., & Waqar, M. (2026). Irrigation Management Through Smart Water Solutions. Artificial Intelligence and Data Sciences for Precision Agriculture257-273. doi:10.1007/978-3-032-12770-9_12

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