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Attia M, Tsai FTC, Yang S, Minsley BJ, Kress WH. Airborne geophysical analysis to decipher salinization for coastal Louisiana. WATER RESEARCH 2025; 275:123215. [PMID: 39904195 DOI: 10.1016/j.watres.2025.123215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 01/24/2025] [Accepted: 01/27/2025] [Indexed: 02/06/2025]
Abstract
Coastal Louisiana is known for saltwater intrusion that threatens wetlands, aquifers, and rivers. However, the extent of saltwater intrusion is not well understood. This study develops an innovative framework with airborne electromagnetic (AEM) data to map chloride concentration distributions for wetlands in the Mississippi River deltaic plain and Chenier plain as well as for the Mississippi River Valley alluvial aquifer (MRVA) and Chicot aquifer. Moreover, the framework maps chloride concentrations along the Mississippi River and Atchafalaya River. Key components in the framework include the establishment of resistivity-to-chloride concentration transformation, 3D resistivity architecture building through geostatistics, and the employment of a lithologic model. The transformation functions correlate AEM resistivity data with porewater salinity measurements and groundwater and river chloride samples. The results show that AEM data reliably infers soil water chloride concentrations and correlates well with the distribution of various marsh types. AEM data reveals extensive saltwater presence at depth and near the coast, originating from salt domes and the Gulf of Mexico, respectively. The saltwater upconing pattern in the Chicot aquifer is likely due to excessive groundwater withdrawals. The AEM data also confirms a distinct tongue of saltwater intruding into the Atchafalaya Basin from the Gulf. The AEM data helps to identify faults that are obscured or eroded at the surface, which appear as leaky barriers in the subsurface where dramatic changes in chloride concentration are apparent. Finally, this study uses the AEM data to infer the presence of an extensive seawater wedge in the Mississippi River and Atchafalaya River.
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Affiliation(s)
- Michael Attia
- Department of Civil and Environmental Engineering, Louisiana State University, Baton Rouge, LA, 70803, United States.
| | - Frank T-C Tsai
- Department of Civil and Environmental Engineering, Louisiana State University, Baton Rouge, LA, 70803, United States.
| | - Shuo Yang
- INTERA Incorporated, Austin, TX 78759, United States.
| | - Burke J Minsley
- U.S. Geological Survey, Geology, Geophysics, and Geochemistry Science Center, Denver, CO 80225, United States.
| | - Wade H Kress
- U.S. Geological Survey, Lower Mississippi-Gulf Water Science Center, Nashville, TN 37211, United States.
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McLachlan P, Vang MØ, Pedersen JB, Kraghede R, Christiansen AV. Mapping the Hydrogeological Structure of a Small Danish Island Using Transient Electromagnetic Methods. GROUND WATER 2025; 63:280-290. [PMID: 39520309 DOI: 10.1111/gwat.13452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 09/11/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024]
Abstract
Small island communities often rely on groundwater as their primary source of fresh water. However, the limited land area and high proportion of coastal zones pose unique challenges to groundwater management. A detailed understanding of the subsurface structure can provide valuable insights into aquifer structure, groundwater vulnerability, saltwater intrusion, and the location of water resources. These insights can guide groundwater management strategies, for example, pollution regulation, promotion of sustainable agriculture, establishment of coastal buffer zones, and re-naturalization of land cover. Ordinarily, structural characterization relies on geological mapping and boreholes, however, such approaches can have insufficient spatial resolution to aid groundwater management. In this study, transient electromagnetic (TEM) methods are used to map the subsurface of a small, 13.2 km2, Danish Island. The approach successfully identified two previously unknown paleochannels, where the interface between Quaternary aquifer units and an underlying Paleogene Clay aquiclude had maximum depths of 100 and 160 m below sea level. Before this, the interface was assumed to be 15 to 25 m below sea level: therefore, these paleochannels present substantial potential groundwater resources. Resolving geological heterogeneity within the Quaternary deposits was less successful and future work will focus on addressing these limitations. Nonetheless, in several locations, evidence of saltwater intrusion was observed within the Quaternary units. This work demonstrates how TEM mapping can identify water resources, define aquifer boundaries, and aid water management decisions. Such approaches could be applied in other areas, particularly small islands, where similar groundwater challenges exist.
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Affiliation(s)
- Paul McLachlan
- Department of Geoscience, Aarhus University, 1672 Høegh-Guldbergs Gade 2, 8000, Aarhus, Denmark
| | - Mathias Ø Vang
- Department of Geoscience, Aarhus University, 1672 Høegh-Guldbergs Gade 2, 8000, Aarhus, Denmark
| | - Jesper B Pedersen
- Department of Geoscience, Aarhus University, 1672 Høegh-Guldbergs Gade 2, 8000, Aarhus, Denmark
| | - Rune Kraghede
- Department of Geoscience, Aarhus University, 1672 Høegh-Guldbergs Gade 2, 8000, Aarhus, Denmark
| | - Anders V Christiansen
- Department of Geoscience, Aarhus University, 1672 Høegh-Guldbergs Gade 2, 8000, Aarhus, Denmark
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Kalu CM, Mudau KL, Masindi V, Ijoma GN, Tekere M. Occurrences and implications of pathogenic and antibiotic-resistant bacteria in different stages of drinking water treatment plants and distribution systems. Heliyon 2024; 10:e26380. [PMID: 38434035 PMCID: PMC10906316 DOI: 10.1016/j.heliyon.2024.e26380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 12/05/2023] [Accepted: 02/12/2024] [Indexed: 03/05/2024] Open
Abstract
Different stages of drinking water treatment plants (DWTPs) play specific roles in diverse contaminants' removal present in natural water sources. Although the stages are recorded to promote adequate treatment of water, the occurrence of pathogenic bacteria (PB) and antibiotic-resistant bacteria (ARB) in the treated water and the changes in their diversity and abundance as it passed down to the end users through the drinking water distribution systems (DWDSs), is a great concern, especially to human health. This could imply that the different stages and the distribution system provide a good microenvironment for their growth. Hence, it becomes pertinent to constantly monitor and document the diversity of PB and ARB present at each stage of the treatment and distribution system. This review aimed at documenting the occurrence of PB and ARB at different stages of treatment and distribution systems as well as the implication of their occurrence globally. An exhaustive literature search from Web of Science, Science-Direct database, Google Scholar, Academic Research Databases like the National Center for Biotechnology Information, Scopus, and SpringerLink was done. The obtained information showed that the different treatment stages and distribution systems influence the PB and ARB that proliferate. To minimize the human health risks associated with the occurrence of these PB, the present review, suggests the development of advanced technologies that can promote quick monitoring of PB/ARB at each treatment stage and distribution system as well as reduction of the cost of environomics analysis to promote better microbial analysis.
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Affiliation(s)
- Chimdi M. Kalu
- Department of Environmental Science, College of Agriculture and Environmental Sciences, University of South Africa, Florida, 1710, South Africa
| | - Khuthadzo L. Mudau
- Department of Environmental Science, College of Agriculture and Environmental Sciences, University of South Africa, Florida, 1710, South Africa
| | - Vhahangwele Masindi
- Department of Environmental Science, College of Agriculture and Environmental Sciences, University of South Africa, Florida, 1710, South Africa
- Magalies Water, Scientific Services, Research & Development Division, Brits, South Africa
| | - Grace N. Ijoma
- Department of Environmental Science, College of Agriculture and Environmental Sciences, University of South Africa, Florida, 1710, South Africa
| | - Memory Tekere
- Department of Environmental Science, College of Agriculture and Environmental Sciences, University of South Africa, Florida, 1710, South Africa
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Wang H, Liu X, Wang Y, Zhang S, Zhang G, Han Y, Li M, Liu L. Spatial and temporal dynamics of microbial community composition and factors influencing the surface water and sediments of urban rivers. J Environ Sci (China) 2023; 124:187-197. [PMID: 36182129 DOI: 10.1016/j.jes.2021.10.016] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 09/15/2021] [Accepted: 10/11/2021] [Indexed: 06/16/2023]
Abstract
The temporal and spatial characteristics of urban river bacterial communities help us understand the feedback mechanism of bacteria to changes in the aquatic environment. The Fuhe River plays an important role in determining the water ecological environment of Baiyangdian Lake. 16S rRNA gene sequencing was used to study the microbial distribution characteristics in the Fuhe River in different seasons. The results showed that some environmental factors of the surface water (ammonia nitrogen (NH3-N), total nitrogen (TN), and total phosphorus (TP)) were different on the spatial and temporal scales. Moreover, there were no seasonal differences in the contents of TN, TP, total organic carbon (TOC), or heavy metals in the sediments. The distributions of Cyanobacteria, Actinomycetes and Firmicutes in the water and Actinomycetes and Planctomycetes in the sediments differed significantly among seasons (P < 0.05). There were significant spatial differences in bacteria in the surface water, with the highest abundance of Proteobacteria recorded in the river along with the highest nutrient concentration, while the abundance of Bacteroidetes was higher in the upstream than the downstream. Microbial communities in the water were most sensitive to temperature (T) and the TP concentration (P < 0.01). Moreover, differences in the bacterial community were better explained by the content of heavy metals in the sediments than by the chemical characteristics. A PICRUSt metabolic inference analysis showed that the effect of high summer temperatures on the enzyme action led to an increase in the abundances of the metabolic-related genes of the river microorganisms.
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Affiliation(s)
- Hongjie Wang
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Xingchun Liu
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Yali Wang
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Shengqi Zhang
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Guangming Zhang
- School of Energy and Environmental Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Yangyang Han
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Mengxiang Li
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China
| | - Ling Liu
- College of Ecology and Environment, Hebei University, Baoding 071002, China; Institute of Life Science and Green Development, Hebei University, Baoding 071002, China; Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, Baoding 071002, China.
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Terry N, Day‐Lewis F, Landon MK, Land M, Stanton J, Lane JW. Geostatistical Mapping of Salinity Conditioned on Borehole Logs, Montebello Oil Field, California. GROUND WATER 2022; 60:242-261. [PMID: 34862594 PMCID: PMC9299866 DOI: 10.1111/gwat.13155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 06/13/2023]
Abstract
We present a geostatistics-based stochastic salinity estimation framework for the Montebello Oil Field that capitalizes on available total dissolved solids (TDS) data from groundwater samples as well as electrical resistivity (ER) data from borehole logging. Data from TDS samples (n = 4924) was coded into an indicator framework based on falling below four selected thresholds (500, 1000, 3000, and 10,000 mg/L). Collocated TDS-ER data from the surrounding groundwater basin were then employed to produce a kernel density estimator to establish conditional probabilities for ER data (n = 8 boreholes) falling below the selected TDS thresholds within the Montebello Oil Field area. Directional variograms were estimated from these indicator coded data, and 500 TDS realizations from conditional indicator simulation were generated for the subsurface region above the Montebello Oil Field reservoir. Simulations were summarized as 3D maps of median TDS, most likely salinity class, and probability for exceeding each of the specified TDS thresholds. Results suggested TDS was below 500 mg/L in most of the study area, with a trend toward higher values (500 to 1000 mg/L) to the southwest; consistent with the average regional groundwater flow direction. Discrete localized zones of TDS greater than 1000 mg/L were observed, with one of these zones in the greater than 10,000 mg/L range; however, these areas were not prevalent. The probabilistic approach used here is adaptable and is readily modified to include additional data and types and can be employed in time-lapse salinity modeling through Bayesian updating.
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Affiliation(s)
| | - Frederick Day‐Lewis
- Pacific Northwest National LaboratoryEarth Systems Science Division, EEDRichlandWAUSA
| | - Matthew K. Landon
- U.S. Geological Survey, California Water Science CenterSacramentoCAUSA
| | - Michael Land
- U.S. Geological Survey, California Water Science CenterSacramentoCAUSA
| | - Jennifer Stanton
- U.S. Geological Survey, New England Water Science CenterRestonVAUSA
| | - John W. Lane
- U.S. Geological Survey, Earth System Processes Division, Hydrogeophysics BranchStorrsCTUSA
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Upscaling of Surface Water and Groundwater Interactions in Hyporheic Zone from Local to Regional Scale. WATER 2022. [DOI: 10.3390/w14040647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
The groundwater (GW) and surface water (SW) interaction (SW-GW) through the hyporheic zone is a significant component in sustainable water resource management. The complexities in SW-GW interactions increase from a local to a regional scale and are affected by variation in hydraulic, hydrologic, and hydrogeologic (3H) processes. Controlling factors and their upscaling of these processes to assess SW-GW interaction have not been addressed sufficiently in previous studies. Additionally, it is unclear what the effective factors are at different scales during the upscaling. Therefore, the present review focused on controlling factors of 3H processes in SW-GW interaction and their upscaling techniques. Relevancy of controlling factors was identified at different scales. Applications of different approaches and their uncertainties were also discussed for the characterization of SW-GW interactions. The study revealed that the improved data from different approaches is crucial for machine learning training and its application in the SW and GW assessment at local, sub-catchment, and catchment scales. Based on the outcomes, a framework has been proposed to execute modalities of controlling factors using remote sensing, geophysics, and artificial intelligence. The proposed framework could help in handling big data and accurate upscaling for water resource management.
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Aigner L, Högenauer P, Bücker M, Flores Orozco A. A Flexible Single Loop Setup for Water-Borne Transient Electromagnetic Sounding Applications. SENSORS 2021; 21:s21196624. [PMID: 34640941 PMCID: PMC8512116 DOI: 10.3390/s21196624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 09/24/2021] [Accepted: 09/28/2021] [Indexed: 11/16/2022]
Abstract
Water-borne transient electromagnetic (TEM) soundings provide the means necessary to investigate the geometry and electrical properties of rocks and sediments below continental water bodies, such as rivers and lakes. Most water-borne TEM systems deploy separated magnetic transmitter and receiver loop antennas—typically in a central or offset configuration. These systems mostly require separated floating devices with rigid structures for both loop antennas. Here, we present a flexible single-loop TEM system, the light-weight design of which simplifies field procedures. Our system also facilitates the use of different geometries of the loop antenna permitting to adjust the depth of investigation (DOI) and the minimum sounding depth in the field. We measure the turn-off ramp with an oscilloscope and use the DOI to assess the minimum and maximum exploration depth of our single-loop TEM system, respectively. A reduction of the loop-antenna size improves early-time TEM data due to a reduced length of the turn-off ramp, whereas an increase of the loop-antenna size enhances the signal strength at late times, which allows to investigate deeper structures below the lake bed. We illustrate the capabilities of our system with a case study carried out at Lake Langau in Austria. Our results show that our system is capable of reaching a DOI of up to 50 m (with a maximum radius of the circular loop of 11.9 m), while it also resolves the water layer down to a minimum thickness of 6.8 m (when the radius is reduced to 6.2 m).
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Affiliation(s)
- Lukas Aigner
- Research Unit Geophysics, Department of Geodesy and Geoinformation, Technische Universität Wien, 1040 Vienna, Austria; (P.H.); (A.F.O.)
- Correspondence:
| | - Philipp Högenauer
- Research Unit Geophysics, Department of Geodesy and Geoinformation, Technische Universität Wien, 1040 Vienna, Austria; (P.H.); (A.F.O.)
| | - Matthias Bücker
- Institute of Geophysics and Extraterrestrial Physics, TU Braunschweig, 38106 Braunschweig, Germany;
| | - Adrián Flores Orozco
- Research Unit Geophysics, Department of Geodesy and Geoinformation, Technische Universität Wien, 1040 Vienna, Austria; (P.H.); (A.F.O.)
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