Comparative Assessment of Water Distribution in Constant Versus Variable Rate Irrigation Systems

Zeena M. Alomari, T. Alfatlawi
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Abstract

This research explores the effectiveness of a cutting-edge smart irrigation sprinkler system, which boasts an adjustable water distribution feature. Utilizing a technique known as nozzle-pulsing combined with a variable-speed control mechanism, the system is capable of varying its water discharge rates. The evaluation encompassed measuring flow rates for both the system as a whole and its individual nozzles, as well as assessing travel speed and the uniformity and precision in water delivery. Performance metrics such as CU, DUlq, CV, MAE, MBE, and NRMSE were employed to determine the irrigation system's distribution uniformity and application accuracy. Field testing was conducted in the months of August and September 2023, under varying wind conditions with careful timing to reduce evaporative losses. The prevailing weather conditions were characterized by an absence of rainfall, with ambient temperatures ranging from 25 to 38°C and relative humidity spanning 9 to 35%. Results revealed that the system adeptly modulated irrigation rates between 0 to 25 mm and altered travel speeds from 0 to 3 m/min. The implementation of pulsing to deliver variable volumes of water exerted a negligible effect on the nozzle flow rates, evidenced by an average application error below 6%. The smart sprinkler system achieved an average CU of 89.7% versus 83.8%, an average DUlq of 87.0% versus 76.8%, and an average NRMSE of 19.33% versus 25.84%, paralleling the performance of traditional systems. The study concluded that the described Variable Rate Irrigation (VRI) system is capable of matching the precision and consistency of Constant Rate Irrigation (CRI) systems. The water distribution's consistency and precision were found to be statistically unaffected by the sprinkler cycling rate, cycle duration, or system movement speed (P > 0.05). This opens the door to more accurate and consistent irrigation scheduling for agricultural applications using a novel lateral-move irrigation system endowed with VRI technology, which is vital for water-efficient irrigation practices. This finding underscores the potential of variable-rate sprinkler irrigation as a tool to enhance water management strategies.
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恒速与变速灌溉系统配水对比评估
这项研究探讨了尖端智能灌溉喷灌系统的有效性,该系统拥有可调节的水分配功能。该系统利用一种称为喷嘴脉冲的技术,结合变速控制机制,能够改变出水率。评估包括测量整个系统和单个喷嘴的流量,以及评估行进速度、出水的均匀性和精确性。采用 CU、DUlq、CV、MAE、MBE 和 NRMSE 等性能指标来确定灌溉系统的配水均匀性和施水精度。实地测试于 2023 年 8 月和 9 月进行,在不同的风力条件下进行,并对时间进行了精心安排,以减少蒸发损失。当时的天气条件为无降雨,环境温度为 25 至 38°C,相对湿度为 9 至 35%。结果表明,该系统能够将灌溉速率调节在 0 至 25 毫米之间,并将行进速度调节在 0 至 3 米/分钟之间。采用脉动方式提供可变水量对喷头流量的影响微乎其微,平均喷洒误差低于 6%。智能喷灌系统的平均 CU 值为 89.7% 对 83.8%,平均 DUlq 值为 87.0% 对 76.8%,平均 NRMSE 值为 19.33% 对 25.84%,与传统系统的性能相当。研究得出结论,所述变率灌溉(VRI)系统能够达到恒速灌溉(CRI)系统的精度和一致性。研究发现,配水的一致性和精确度在统计学上不受喷灌机循环速率、循环持续时间或系统移动速度的影响(P > 0.05)。这为使用具有 VRI 技术的新型横向移动灌溉系统进行更精确、更一致的农业应用灌溉调度打开了大门,而这对节水灌溉实践至关重要。这一发现凸显了变速喷灌作为加强水资源管理策略的一种工具的潜力。
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