当前位置: X-MOL 学术Hydrogeol. J. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
PODMT3DMS-Tool: proper orthogonal decomposition linked to the MT3DMS model for nitrate simulation in aquifers
Hydrogeology Journal ( IF 2.8 ) Pub Date : 2020-01-21 , DOI: 10.1007/s10040-020-02114-0
Roohollah Noori , Farhad Hooshyaripor , Saman Javadi , Mehrnaz Dodangeh , Fuqiang Tian , Jan Franklin Adamowski , Ronny Berndtsson , Akbar Baghvand , Björn Klöve

The PODMT3DMS-Tool, which consists of proper orthogonal decomposition (POD) linked to the Modular Transport 3-Dimensional Multi Species (MT3DMS) code for nitrate simulation in groundwater, is introduced. POD, as a statistical technique, reduces a large amount of information produced by the MT3DMS model to provide the main components of the PODMT3DMS-Tool, i.e., space- and time-dependent terms of nitrate. The low-dimensional components represent time- and space-dependent factors in the aquifer response such as hydraulic, hydrogeological and water quality variables represented in the simulation using the MT3DMS model. The PODMT3DMS-Tool is thus a combined statistical and conceptual model with a simple structure and comparable accuracy to MT3DMS. Practical application of the PODMT3DMS-Tool to the Karaj Aquifer in Iran for a period of 6 years revealed agreement between nitrate concentrations simulated by the PODMT3DMS-Tool and MT3DMS, with a mean absolute error of less than 0.5 mg/L in most parts of the aquifer. Moreover, the PODMT3DMS-Tool needed only about 10% of the calculation time required by MT3DMS. The PODMT3DMS-Tool can be used to predict nitrate concentration in the Karaj Aquifer, while its simplicity also makes it potentially useful for other water resources problems.



中文翻译:

PODMT3DMS-Tool:链接到MT3DMS模型的正确正交分解,用于含水层中的硝酸盐模拟

介绍了PODMT3DMS工具,该工具由适当的正交分解(POD)组成,该正交分解与链接到地下水中硝酸盐模拟的模块化运输3维多物种(MT3DMS)代码有关。POD作为一种统计技术,减少了MT3DMS模型产生的大量信息,以提供PODMT3DMS-Tool的主要组件,即硝酸盐的时空依赖性。低维分量表示含水层响应中与时间和空间有关的因素,例如使用MT3DMS模型在模拟中表示的水力,水文地质和水质变量。因此,PODMT3DMS-Tool是一个组合的统计和概念模型,具有简单的结构和与MT3DMS相当的准确性。PODMT3DMS-Tool在伊朗Karaj Aquifer油田的实际应用长达6年,表明PODMT3DMS-Tool和MT3DMS所模拟的硝酸盐浓度之间存在一致性,大部分地区的平均绝对误差小于0.5 mg / L。含水层。此外,PODMT3DMS工具仅需要MT3DMS所需计算时间的10%左右。PODMT3DMS-Tool可用于预测Karaj含水层中的硝酸盐浓度,而它的简单性也使其可能对其他水资源问题有用。

更新日期:2020-04-21
down
wechat
bug