Computation of minimum adjustment factors for sustainable groundwater management using data assimilation and Vensim dynamic model

IF 1.9 4区 农林科学 Q2 AGRICULTURAL ENGINEERING Paddy and Water Environment Pub Date : 2024-05-31 DOI:10.1007/s10333-024-00976-8
Ali Mohtashami, Abdullah Al-Ghafri, Abolfazl Akbarpour
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Abstract

Due to the growth of population and industrial advancements in Iran, especially Birjand, the use of groundwater makes the aquifer’s balance becomes negative. This negatively affects both quantity and quality conditions of groundwater. To prevent this, suitable water management is necessary for Birjand aquifer. In this study, to overcome negative groundwater balance, the concept of “adjustment factors” is presented. These factors are applied to all types of consumption and make the groundwater balance to be positive. For this aim, a dynamic model of groundwater resources in Birjand aquifer is created in Vensim software. This model helps to determine the groundwater balance. Then, with using dynamic model and particle filter approach in MATLAB software, minimum adjustment factors are achieved. All data and information of Birjand aquifer between 2004 and 2021 are entered into Vensim model; then, under three scenarios, the groundwater balance is computed for the next 5 years (2022–2026). Three scenarios are normal, dry, and wet conditions. In the next step, with the help of particle filter, the minimum adjustment factors for two types of consumptions including agricultural and industrial are computed. The results show that the adjustment factors for all consumptions in dry conditions are much higher than others. For instance, in 2026, the adjustment factor for agriculture in dry conditions is 0.081 while in normal and wet conditions is 0.75 and 0.031, respectively. Also, the findings indicate that applying these adjustment factors to groundwater model has successful results and make the groundwater balance to be positive.

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利用数据同化和 Vensim 动态模型计算可持续地下水管理的最小调整系数
由于伊朗(尤其是比尔詹德)人口的增长和工业的发展,地下水的使用使得含水层的平衡出现负值。这对地下水的数量和质量条件都产生了负面影响。为了避免这种情况,有必要对比尔詹德含水层进行适当的水管理。本研究提出了 "调整因子 "的概念,以克服地下水负平衡。这些系数适用于所有类型的消耗,使地下水平衡为正值。为此,在 Vensim 软件中创建了比尔詹德含水层地下水资源动态模型。该模型有助于确定地下水平衡。然后,利用 MATLAB 软件中的动态模型和粒子过滤器方法,实现最小调整系数。将 2004 年至 2021 年期间比尔詹德含水层的所有数据和信息输入 Vensim 模型;然后,在三种情况下计算未来 5 年(2022-2026 年)的地下水平衡。三种情况分别为正常情况、干燥情况和潮湿情况。下一步,在颗粒过滤器的帮助下,计算出农业和工业两类消耗的最小调整系数。结果表明,在干燥条件下,所有消耗的调整系数都比其他条件下高得多。例如,2026 年,农业在干燥条件下的调整系数为 0.081,而在正常和潮湿条件下分别为 0.75 和 0.031。此外,研究结果表明,在地下水模型中应用这些调整因子会取得成功,并使地下水平衡为正值。
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来源期刊
Paddy and Water Environment
Paddy and Water Environment AGRICULTURAL ENGINEERING-AGRONOMY
CiteScore
4.70
自引率
4.50%
发文量
36
审稿时长
2 months
期刊介绍: The aim of Paddy and Water Environment is to advance the science and technology of water and environment related disciplines in paddy-farming. The scope includes the paddy-farming related scientific and technological aspects in agricultural engineering such as irrigation and drainage, soil and water conservation, land and water resources management, irrigation facilities and disaster management, paddy multi-functionality, agricultural policy, regional planning, bioenvironmental systems, and ecological conservation and restoration in paddy farming regions.
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