{"title":"PEST and AEM Modeling for Data Acquisition Planning","authors":"Charles McLane","doi":"10.1111/gwat.13340","DOIUrl":null,"url":null,"abstract":"<p>A well-planned field data collection program should be designed to (1) collect a sufficient set of data of the right types at the right locations, and (2) collect a parsimonious set of data to avoid unnecessary costs. Combining PEST and a simple analytic element method (AEM) groundwater flow model for the site of interest provides a relatively simple, low-cost method of developing such a program. AEM models are well suited to this approach because they are quick to develop yet hydraulically accurate, reducing impacts on project budgets at early data collection planning stages; and quick to run, solving rapidly for the many iterations that PEST requires to generate good parameter estimates. This article shows two examples of this method: one for a steady state watershed model, and one for a transient pumping test project to demonstrate that PEST coupled with a simple AEM model that sketches out the key features of a site conceptual model can be an efficient tool in planning key parts of a hydrogeologic site investigation.</p>","PeriodicalId":12866,"journal":{"name":"Groundwater","volume":"62 1","pages":"150-156"},"PeriodicalIF":2.0000,"publicationDate":"2023-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Groundwater","FirstCategoryId":"89","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/gwat.13340","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
A well-planned field data collection program should be designed to (1) collect a sufficient set of data of the right types at the right locations, and (2) collect a parsimonious set of data to avoid unnecessary costs. Combining PEST and a simple analytic element method (AEM) groundwater flow model for the site of interest provides a relatively simple, low-cost method of developing such a program. AEM models are well suited to this approach because they are quick to develop yet hydraulically accurate, reducing impacts on project budgets at early data collection planning stages; and quick to run, solving rapidly for the many iterations that PEST requires to generate good parameter estimates. This article shows two examples of this method: one for a steady state watershed model, and one for a transient pumping test project to demonstrate that PEST coupled with a simple AEM model that sketches out the key features of a site conceptual model can be an efficient tool in planning key parts of a hydrogeologic site investigation.
一个计划周密的实地数据收集计划应设计为:(1) 在合适的地点收集足够多的合适类型的数据集;(2) 收集一个精简的数据集,以避免不必要的成本。将 PEST 与相关地点的简单分析要素法(AEM)地下水流模型相结合,是制定此类计划的一种相对简单、低成本的方法。AEM 模型非常适合这种方法,因为它们开发迅速,水力精确,可在早期数据收集规划阶段减少对项目预算的影响;运行迅速,可快速解决 PEST 为生成良好参数估计所需的多次迭代问题。本文展示了该方法的两个实例:一个是稳态流域模型,另一个是瞬态抽水试验项目,以证明 PEST 与简单的 AEM 模型相结合,勾勒出现场概念模型的主要特征,可以成为规划现场水文地质调查关键部分的有效工具。
期刊介绍:
Ground Water is the leading international journal focused exclusively on ground water. Since 1963, Ground Water has published a dynamic mix of papers on topics related to ground water including ground water flow and well hydraulics, hydrogeochemistry and contaminant hydrogeology, application of geophysics, groundwater management and policy, and history of ground water hydrology. This is the journal you can count on to bring you the practical applications in ground water hydrology.