Simulating droplet distribution characteristics in sprinkler irrigation using a modified ballistic model under multifactor coupling

IF 7.7 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
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引用次数: 0

Abstract

External factors affecting the processes of sprinkler irrigation water flow generation, flight, and landing have not been thoroughly considered in existing ballistic models. This result indicates that ballistic models with better prediction effects under specific conditions are not sufficient for extension to multi-factor coupled scenarios in large-scale farmlands. Therefore, wind, evaporation, surface slope, and tilted sprinkler riser factors were comprehensively considered in this study. Differential equations for jet and droplet motion under the influence of wind, differential equations of droplet evaporation, sprinkler riser deflection angle matrix, and surface slope angle matrix were constructed to establish a droplet distribution model for sprinkler irrigation considering multifactor coupling using MATLAB 2018a software. The results showed that, under different working conditions, the data points of the droplet landing diameter, velocity, and angle were distributed near the 1:1 line. The Nash efficiency coefficients (NSE) for the droplet landing diameter, velocity, and angle varied from 0.821 to 0.932, 0.616 to 0.931, and 0.770 to 0.911, respectively. The increase in slope resulted in droplets with diameters larger than 4.63 mm concentrating on the land in the reverse slope direction. When the ambient temperature increases from 10 to 45 °C and the total evaporation rate increases from 0.45 to 4.37 %, the larger droplets have a larger area of contact with the air, and the higher the temperature, the greater the energy loss to the larger droplet diameters. The higher the wind speed, the more droplets in the downwind direction fall to the ground at a smaller landing angle, which can easily increase the risk of soil shear damage. If the sprinkler riser was tilted east, the droplets on both the east and west sides tended to be distributed centrally; the maximum droplet landing velocity occurred on the east side (tilted side), and the maximum droplet landing angle occurred on the west side. This study considers various factors that may affect the motion of sprinkler irrigation water flow, extends the application scenarios of the theoretical model, and improves the applicability of the theoretical model for sprinkler irrigation droplet motion in more complex and practical agricultural environments.

利用多因素耦合下的修正弹道模型模拟喷灌中的水滴分布特征
在现有的弹道模型中,影响喷灌水流产生、飞行和降落过程的外部因素尚未得到充分考虑。这一结果表明,在特定条件下预测效果较好的弹道模型不足以推广到大规模农田的多因素耦合情景中。因此,本研究综合考虑了风、蒸发、地表坡度和倾斜喷灌立管等因素。利用 MATLAB 2018a 软件构建了风影响下的射流和水滴运动微分方程、水滴蒸发微分方程、喷灌立管偏转角矩阵和地表坡度角矩阵,建立了考虑多因素耦合的喷灌水滴分布模型。结果表明,在不同工况下,水滴降落直径、速度和角度的数据点均分布在 1:1 线附近。液滴降落直径、速度和角度的纳什效率系数(NSE)分别在 0.821 至 0.932、0.616 至 0.931 和 0.770 至 0.911 之间变化。坡度的增加导致直径大于 4.63 毫米的液滴沿反向坡度集中在陆地上。当环境温度从 10 ℃ 上升到 45 ℃,总蒸发率从 0.45 % 上升到 4.37 % 时,较大的水滴与空气的接触面积更大,温度越高,较大直径水滴的能量损失越大。风速越大,下风方向的水滴落到地面的角度越小,容易增加土壤剪切破坏的风险。如果洒水器立管向东倾斜,东西两侧的水滴倾向于集中分布;最大水滴降落速度出现在东侧(倾斜侧),最大水滴降落角出现在西侧。该研究考虑了可能影响喷灌水流运动的各种因素,扩展了理论模型的应用场景,提高了理论模型在更复杂、更实际的农业环境中对喷灌水滴运动的适用性。
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来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
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