利用卡尔曼滤波器最优估计Qe-T关系确定海岸含水层的水力透射率

J. Herrera-Barrientos
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摘要

背景:关于水作为发展农业的重要资源的管理知识使其在利用方面具有更大的效力。目标:锡那罗亚河下游的农业活动依赖于区域水坝和含水层的淡水。方法:地下水的使用量约占总用水量的15%。在长期干旱的情况下,在没有为农民提供适当指南的情况下钻探新井,以确定水力传输率更高的含水层区域的位置,从而更合理地开采这些含水层。国家水利委员会已经在锡那罗亚河两岸注册了680多口水井。结果:对其中205口农用或生活用抽水井的信息和比容量信息进行了分析。然后,205口井中有79口进行了抽水试验。然后确定,本研究工作的目的是使用Thiem公式,在考虑固定影响半径值的情况下,找到研究区域的比容量(Qe)和水力透射率(T)数据之间的关系。这种假设性考虑和含水层环境的不均匀性为T-Qe关系增加了一个额外的组成部分,确定其具有正常行为。使用卡尔曼滤波器,可以消除或减少这样的分量,从而改进了对于线性和指数关系的R值0.95(无滤波器)到0.97(有滤波器)的T-Qe关系的确定。结论:T-Qe估算的应用可以表征含水层区域,通过该程序获得了一张关于T分布的地图,这将为研究区域未来的地下水开发提供指导。
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Determination of hydraulic transmissivity in coastal aquifer by optimal estimation of the Qe-T relationship using Kalman filter
Background: The knowledge on the management of water as a vital resource to develop agriculture allows having greater effectiveness in its use. Goals: The agricultural activity in the lower part of the Sinaloa Riverdepends on the fresh water of the regional dams and the aquifer. Methods: The use of groundwater represents approximately 15% of the total water used. In the presence of prolonged periods of drought, new wells are drilled without the use of an appropriate guide for farmers on the location of aquifer areas with a greater hydraulic transmissivity with the purpose of exploiting them more rationally. The National Water Commission has registered more than 680 wells on both banks of the Sinaloa River. Results: The information of 205 of these pumping wells for agricultural or domestic use and the specific capacity information was analyzed. Then, 79 out of 205 wells have pumping tests. It is then determined that the objective of this research work was to find the relationship between the specific capacity (Qe) and hydraulic transmissivity (T) data of the study area using the Thiem formula, considering a fixed value of the radius of influence. This hypothetical consideration and the heterogeneities of the aquifer environment add to the T-Qe relationship an additional component, it is determined that it has a normal behavior. Using the Kalman filter it is possible to eliminate or reduce such a component, thus improving the determination of the T-Qe relation of an R-value of 0.95 (without filter) to 0.97 (with filter), for a linear and exponential relationship. Conclusions: The application of a T-Qe estimate allows characterizing the aquifer area, with this procedure a map was obtained on the distribution of T, which will serve as a guide for future exploitations of groundwater in the study area.
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