Removal of river-stage fluctuations from well response using multiple regression.

Ground Water

Pacific Northwest National Laboratory, Environmental Systems Group, PO Box 999, Richland, WA 99352, USA.

Published: March 2012

Many contaminated unconfined aquifers are located in proximity to river systems. In groundwater studies, the physical presence of a river is commonly represented as a transient-head boundary that imposes hydrologic responses within the intersected unconfined aquifer. The periodic fluctuation of river-stage height at the boundary produces associated responses within the adjacent aquifer system, the magnitude of which is a function of the existing well, aquifer, boundary conditions, and characteristics of river-stage fluctuations. The presence of well responses induced by the river stage can significantly limit characterization and monitoring of remedial activities within the stress-impacted area. This article demonstrates the use of a time-domain, multiple-regression, convolution (superposition) method to develop well/aquifer river response function (RRF) relationships. Following RRF development, a multiple-regression deconvolution correction approach can be applied to remove river-stage effects from well water-level responses. Corrected well responses can then be analyzed to improve local aquifer characterization activities in support of optimizing remedial actions, assessing the area-of-influence of remediation activities, and determining mean groundwater flow and contaminant flux to the river system.

Download full-text PDF

Source
http://dx.doi.org/10.1111/j.1745-6584.2010.00780.xDOI Listing

Publication Analysis

Top Keywords

river-stage fluctuations
8
well responses
8
well
5
river
5
responses
5
removal river-stage
4
fluctuations well
4
well response
4
response multiple
4
multiple regression
4

Similar Publications

Fate and transport of perfluorooctane sulfonic acid (PFOS) within heterogenous riparian floodplains.

Sci Total Environ

December 2024

Department of Geosciences, University of Cincinnati, Cincinnati, OH, USA; Department of Chemical and Environmental Engineering, University of Cincinnati, Cincinnati, OH, USA. Electronic address:

Article Synopsis
  • PFAS, particularly PFOS, pose environmental and health risks due to their long-lasting presence, making their fate and transport in sedimentary aquifers complex.
  • The study examines how physical and geochemical differences in riparian floodplains affect the movement and concentration of PFOS during changes in river stages.
  • Findings highlight that sediment permeability is crucial for predicting PFOS behavior, emphasizing the need to accurately assess aquifer variability to understand PFAS dynamics effectively.
View Article and Find Full Text PDF

Evaluation on quality and health risk of groundwater in a highly urbanized watershed, China.

Environ Sci Pollut Res Int

April 2024

College of Environmental Science and Engineering, Guilin University of Technology, Guilin, 541004, China.

Urbanizations and industrializations may accelerate the contamination and deterioration of groundwater quality. This study aimed to evaluate the quality and potential human health risks associated with shallow groundwater in Shenzhen, China, a city characterized by high levels of urbanization and industrialization. The hydrochemistry characteristics, water quality levels, and human health risks of main ions, nutrient elements, and metals in 220 samples collected from Maozhou River Basin (MRB) located in the northwest of Shenzhen were investigated.

View Article and Find Full Text PDF

Active-distributed temperature sensing dataset beneath a braided river.

Data Brief

December 2023

Lincoln Agritech Limited, PO Box 69 133, Lincoln, Christchurch 7640, New Zealand.

Braided rivers play a significant role in replenishing groundwater, but our understanding of how these recharge rates fluctuate over time remains limited. Traditional techniques for gauging groundwater recharge are ineffective for studying complex braided river systems due to their insufficient spatiotemporal resolution. To address this gap, active-distributed temperature sensing (A-DTS) was used.

View Article and Find Full Text PDF

Nitrate sink function of riparian zones induced by river stage fluctuations.

J Environ Manage

February 2023

College of Environmental Science and Engineering, Yangzhou University, Yangzhou, 225009, China.

River stage fluctuation (RSF) induced by tides, dam releases, or storms may lead to enhanced nitrogen cycling (N cycling) in riparian zones (RZ). We conducted a laboratory water table manipulation experiment and applied a multiphase flow and transport model (TOUGHREACT) to investigate the role of RSF in N cycling in the RZ. Coupled nitrification and denitrification occur in the water table fluctuation zone under alternating aerobic and anaerobic conditions.

View Article and Find Full Text PDF

Developing models that can accurately simulate groundwater level is important for water resource management and aquifer protection. In particular, machine learning tools provide a new and promising approach to efficiently forecast long-term groundwater table fluctuations without the computational burden of building a detailed flow model. This study proposes a multistep modeling framework for simulating groundwater levels by combining the wavelet transform (WT) with the long short-term memory (LSTM) network; the framework is named the combined WT-multivariate LSTM (WT-MLSTM) method.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!