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Şener E. Appraisal of groundwater pollution risk by combining the fuzzy AHP and DRASTIC method in the Burdur Saline Lake Basin, SW Turkey. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:21945-21969. [PMID: 36282378 DOI: 10.1007/s11356-022-23651-z] [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: 07/27/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Abstract
To ensure sustainable groundwater management, water resources must be protected in terms of quantity and quality. In this context, it is important to reveal the potential of existing groundwater resources to be affected by environmental and/or geogenic pollutants. In the present study, groundwater vulnerability assessment was performed using DRASTIC model by fuzzy AHP and GIS integration for Burdur Saline Lake basin, SW Turkey. In addition, validation and sensitivity analyses were performed in the study. Weight and rating values assigned for DRASTIC parameters and sub-parameters were determined by fuzzy AHP method, and these values were used in GIS analyses. In the validation analysis of the obtained groundwater vulnerability map, NO3 ion was considered since the agricultural activities are intense in the study area. In addition, sensitivity analyses were performed to determine the most effective parameter. According to the obtained results, 26.43% of the study area was determined as the highly vulnerable areas, while 11.44 and 62.13% were moderate vulnerable and low vulnerable, respectively. Impact of the vadose zone, depth to water table, and net recharge parameters were determined as more effective than other parameters. The nitrate concentrations of the groundwater in the region confirm the vulnerability map obtained by the study. Therefore, it is recommended to take realistic and urgent protection measures aimed at sustainable use of groundwater in highly vulnerable areas.
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Affiliation(s)
- Erhan Şener
- Remote Sensing Center, Suleyman Demirel University, 32260, Isparta, Turkey.
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Saranya T, Saravanan S. A comparative analysis on groundwater vulnerability models-fuzzy DRASTIC and fuzzy DRASTIC-L. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:86005-86019. [PMID: 34482480 DOI: 10.1007/s11356-021-16195-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 08/24/2021] [Indexed: 06/13/2023]
Abstract
Groundwater vulnerability assessment using the fuzzy logic technique is attempted in this study. A hierarchical fuzzy inference system is created to serve the selected objective. The parameters considered in this study are similar to the seven parameters used in conventional DRASTIC methods; however, the effect of land use and land cover is studied by including it as an additional parameter in a model. A hierarchy is created by comparing two input parameters, say (D and R), and the output of the same is paired as an input with the third parameter (A) and so on using the fuzzy toolbox in MATLAB. Thus, the final output of fuzzy inference systems six and seven (FI6 and FI7) is defuzzified and mapped using ArcGIS to obtain the groundwater vulnerability zones by fuzzy DRASTIC and fuzzy DRASTIC-L. Each map is grouped into five vulnerability classes: very high, high, moderate, low, and very low. Further, the results were validated using the observed nitrate concentration from 51 groundwater sampling points. The receiver operating curve (ROC) technique is adopted to determine the best suitable model for the selected study. From this, area under the curve is estimated and found to be 0.83 for fuzzy DRASTIC and 0.90 for fuzzy DRASTIC-L; the study concludes that fuzzy DRASTIC-L has a better value of AUC suits best for assessing the groundwater vulnerability in Thoothukudi District.
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Affiliation(s)
- Thiyagarajan Saranya
- Department of Civil Engineering, National Institute of Technology, Tiruchirappalli, Tamil Nadu, India
- Department of Civil Engineering, SRM Institute of Science and Technology, Kattankulathur, Chennai, India
| | - Subbarayan Saravanan
- Department of Civil Engineering, National Institute of Technology, Tiruchirappalli, Tamil Nadu, India.
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Dhaoui O, Antunes I, Agoubi B, Kharroubi A. Integration of water contamination indicators and vulnerability indices on groundwater management in Menzel Habib area, south-eastern Tunisia. ENVIRONMENTAL RESEARCH 2022; 205:112491. [PMID: 34902384 DOI: 10.1016/j.envres.2021.112491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 09/14/2021] [Accepted: 11/30/2021] [Indexed: 06/14/2023]
Abstract
Groundwater salinization is a major problem throughout arid and semi-arid areas due to different natural processes and anthropogenic activities and has caused irreparable environmental and economic effects. The objective of this study is to evaluate groundwater vulnerability of Menzel Habib which has been firstly assessed using multiple methods such as DRASTIC, DRASTIC pesticide, SINTACS and SI models. These indices are based on combination of intrinsic and specific characteristics of the aquifer. Almost the area presents a low to moderate vulnerability with the highest vulnerability on the western region, associated to lower deep of groundwater and evaporation processes, with consequent salinity increase. Total Dissolved solids, chloride, sodium, sulfate, calcium, and magnesium water contents were determined in a total of twenty-five groundwater samples from Menzel Habib aquifer. The accuracy of the best robust model was evaluated by the correlation between the different vulnerability indices and contamination water indicators. The main aim of this study is the development of a modified vulnerability index, DRASTIC_Sal, which includes the contribution of total dissolved solids from Menzel Habib groundwater. DRASTIC_Sal index is a simple approach for aquifer salinization vulnerability assessment, particularly for inland aquifers from arid and semi-arid regions with associated agricultural activities.
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Affiliation(s)
- Oussama Dhaoui
- Higher Institute of Water Sciences and Techniques, University of Gabes, University Campus, 6033 Gabes Applied - Hydrosciences Laboratory, Tunisia.
| | - Imhr Antunes
- Institute of Earth Sciences, Pole of University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
| | - Belgacem Agoubi
- Higher Institute of Water Sciences and Techniques, University of Gabes, University Campus, 6033 Gabes Applied - Hydrosciences Laboratory, Tunisia.
| | - Adel Kharroubi
- Higher Institute of Water Sciences and Techniques, University of Gabes, University Campus, 6033 Gabes Applied - Hydrosciences Laboratory, Tunisia.
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Lakshminarayanan B, Ramasamy S, Anuthaman SN, Karuppanan S. New DRASTIC framework for groundwater vulnerability assessment: bivariate and multi-criteria decision-making approach coupled with metaheuristic algorithm. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:4474-4496. [PMID: 34409527 DOI: 10.1007/s11356-021-15966-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 08/10/2021] [Indexed: 06/13/2023]
Abstract
Unplanned anthropogenic activities and erratic climate events pose serious threats to groundwater contamination. Therefore, the vulnerability assessment model becomes an essential tool for proper planning and protection of this precious resource. DRASTIC is an extensively adopted groundwater vulnerability assessment model that suffers from several shortcomings in its assessment due to the subjectivity of its rates and weights. In this paper, a new framework was developed to address the subjectivity of DRASTIC model using a bivariate, multi-criteria decision-making approach coupled with a metaheuristic algorithm. Shannon entropy (SE) and stepwise weight assessment ratio analysis (SWARA) methods were coupled with biogeography-based optimization (BBO) to modify rates and weights. The performance of developed models was assessed using area under the receiver operating characteristic (AU-ROC) curve and weighted F1 score. The Shannon-MH model yields better results with an AUC value of 0.8249, whereas other models resulted in an AUC value of 0.8186, 0.7714, 0.7672, and 0.7378 for SWARA-MH, SWARA, SE, and original DRASTIC models, respectively. It is also evident from weighted F1 score that Shannon-MH model produced maximum accuracy with a value of 0.452 followed by 0.437, 0.419, 0.370, and 0.234 for SWARA-MH, SWARA, SE, and original DRASTIC models, respectively. The results indicated that Shannon model coupled with metaheuristic algorithm outperforms other developed models in groundwater vulnerability assessment.
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Varol S, Şener Ş, Şener E. Assessment of groundwater quality and human health risk related to arsenic using index methods and GIS: A case of Şuhut Plain (Afyonkarahisar/Turkey). ENVIRONMENTAL RESEARCH 2021; 202:111623. [PMID: 34246636 DOI: 10.1016/j.envres.2021.111623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 06/01/2021] [Accepted: 06/22/2021] [Indexed: 06/13/2023]
Abstract
In this study the spatial variation of groundwater quality and the potential health risk situation arising were evaluated determining Water Quality Index (WQI and IWQI) for drinking and irrigation water in Şuhut Plain (Afyonkarahisar, Turkey). A total of 27 groundwater samples were collected from wells in May-2019 and physicochemical analysis results were evaluated. According to analysis results of the water samples, the orders of anion and cations are HCO3>SO4-2>Cl- > CO3-2 and Ca+2 > Mg+2 > Na+>K+, respectively. It has been determined that groundwater samples are generally in "excellent" and "good" water class according to the WQI and IWQI assessment. At the same time, groundwater in the study area is suitable for agricultural irrigation water. However, many water samples cannot be used as drinking water in terms of TDS, Mg, NO3 and AsT according to limit values of TSI-266 (2005) and WHO (2011). Health risk assessment indicate that, the risk of developing cancer due to arsenic exposure in healthy adults or children is very low. But, arsenic has a high non-carcinogenic and carcinogenic potentially harmful effect.
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Affiliation(s)
- Simge Varol
- Suleyman Demirel University, Department of Geological Engineering, Isparta, Turkey.
| | - Şehnaz Şener
- Suleyman Demirel University, Department of Geological Engineering, Isparta, Turkey.
| | - Erhan Şener
- Suleyman Demirel University, Remote Sensing Center, 32260, Isparta, Turkey.
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Elmeknassi M, El Mandour A, Elgettafi M, Himi M, Tijani R, El Khantouri FA, Casas A. A GIS-based approach for geospatial modeling of groundwater vulnerability and pollution risk mapping in Bou-Areg and Gareb aquifers, northeastern Morocco. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:51612-51631. [PMID: 33990916 DOI: 10.1007/s11356-021-14336-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 05/04/2021] [Indexed: 06/12/2023]
Abstract
Groundwater resources are the main supply of freshwater for human activities. Nevertheless, during the last 50 years, groundwater has become very susceptible to chemical pollution due to human activities. The groundwater vulnerability assessment constitutes a worldwide recognized tool for water management and protection. In this study, the GIS-based DRASTIC and pollution risk models have been used to assess the intrinsic vulnerability and risk to pollution of the Gareb and Bou-Areg aquifers, the main irrigated areas in the northeast of Morocco, by analyzing available hydrogeological attributes. The seven hydrogeologic factors used to assess vulnerability were depth to aquifer, net recharge, aquifer media, soil media, topography, impact of the vadose zone, and hydraulic conductivity, while an eighth parameter has been added to assess the pollution risk which is the land use. The resultant vulnerability map reveals that about 0.06% of the study area is in low vulnerability zones, 83.68% is moderately vulnerable, and 16.26% is highly vulnerable to groundwater pollution. The results also reveal that groundwater is highly vulnerable in the Gareb aquifer and the coastal zone, where the water table is very low, the slope is gentle, and the geological formations are permeable. In addition, moderate to low vulnerability is found towards the west of the study area where the groundwater is located in deep aquifers. The groundwater pollution risk map is obtained by overlaying the land use with the DRASTIC vulnerability. The central and western parts of Bou-Areg as well as the south of Gareb are dominated by high and very high pollution risk classes, and present 43.07% of the study area, which is strongly influenced by urban areas, agricultural activities, and shallow groundwater systems. 30.11% of the surface is moderately vulnerable, mainly in areas where human activity is not widely observed, while the very low and low pollution risk classes represent a total of 26.82% of the total area. The mapping models were validated using nitrate concentration and electrical conductivity data in groundwater as an indicator of pollution. A positive correlation was observed when validating these models. The resultant groundwater vulnerability and pollution risk maps might provide an early warning to policy maker and manager to manage and avoid further stress on this invaluable resource.
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Affiliation(s)
- Malak Elmeknassi
- GeoSciences Semlalia Laboratory, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000, Marrakesh, Morocco.
| | - Abdennabi El Mandour
- GeoSciences Semlalia Laboratory, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000, Marrakesh, Morocco
- Mohamed VI Museum for the Civilization of Water in Morocco, Ministry of Habous and Islamic Affairs, 40000, Marrakesh, Morocco
| | - Mohammed Elgettafi
- Mohamed First University Multidisciplinary Faculty of Nador, LCM2E Lab Géo-Environnement et Santé, 300, 62702, Selouane, BP, Morocco
| | - Mahjoub Himi
- Faculty of Geology, University of Barcelona, Marti I Franques, S/N, 08028, Barcelona, Spain
| | - Rim Tijani
- GeoSciences Semlalia Laboratory, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000, Marrakesh, Morocco
| | - Fatima Azzahra El Khantouri
- Spacial Dynamics Laboratory, Department of Geography, Faculty of Letters and Human Sciences, Cadi Ayyad University, Marrakesh, Morocco
| | - Albert Casas
- Faculty of Geology, University of Barcelona, Marti I Franques, S/N, 08028, Barcelona, Spain
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Morita AKM, Ibelli-Bianco C, Anache JAA, Coutinho JV, Pelinson NS, Nobrega J, Rosalem LMP, Leite CMC, Niviadonski LM, Manastella C, Wendland E. Pollution threat to water and soil quality by dumpsites and non-sanitary landfills in Brazil: A review. WASTE MANAGEMENT (NEW YORK, N.Y.) 2021; 131:163-176. [PMID: 34146955 DOI: 10.1016/j.wasman.2021.06.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 05/23/2021] [Accepted: 06/07/2021] [Indexed: 06/12/2023]
Abstract
This work presents an overview of environmental studies performed in areas affected by dumpsites and non-sanitary landfills in Brazil, focusing on physicochemical analysis of surface water, groundwater, and soils, as well as geophysical surveys. The objective was to identify the main contaminants found in these areas and to assess their environmental impact, guiding possible intervention measures, indicating the priority areas, and showing whether post-closure activities are mandatory. The results should support governmental actions, especially considering the recent approval of Brazil's new sanitation framework. The present review assessed 162 publications, which described 104 different municipal solid waste (MSW) disposal sites. The physicochemical parameters of analyzed surface water, groundwater, and soil samples were above Brazilian legislation levels in 74%, 70%, and 24% of the studies, respectively. The parameters more frequently above permissible levels were coliforms, biochemical oxygen demand, dissolved oxygen, and phosphorus for surface water; lead, coliforms, and iron for groundwater; copper, cadmium, lead, and zinc for soil. The results indicated that Brazilian dumpsites are causing negative impacts in surrounding soils and water resources, posing ecological and public health risks that persist even after the site's closure. Considering that this study provides only a reduced scenario, the dimension of this environmental problem in Brazil is noteworthy. Therefore, it is suggested that not only inadequate disposal is prohibited, but also efficient enforcement methods are adopted and aftercare is appropriately regulated in the country, making it obligatory to establish monitoring plans and implement mitigation techniques to avoid abandoning potentially contaminated areas.
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Affiliation(s)
- Alice K M Morita
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil; Technological University of Uruguay (UTEC), ITR CS, Durazno, Uruguay.
| | - Carolina Ibelli-Bianco
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Jamil A A Anache
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil; Federal University of Mato Grosso do Sul (UFMS), Campo Grande, Brazil
| | - Jaqueline V Coutinho
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Natalia S Pelinson
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Juliana Nobrega
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil; Federal University of Goias (UFG), Goiânia, Brazil
| | - Livia M P Rosalem
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Camila M C Leite
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Leonardo M Niviadonski
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Caroline Manastella
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
| | - Edson Wendland
- São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, Brazil
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Akinlalu AA, Mogaji KA, Adebodun TS. Assessment of aquifer vulnerability using a developed "GODL" method (modified GOD model) in a schist belt environ, Southwestern Nigeria. ENVIRONMENTAL MONITORING AND ASSESSMENT 2021; 193:199. [PMID: 33733712 DOI: 10.1007/s10661-021-08960-z] [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: 05/27/2020] [Accepted: 02/15/2021] [Indexed: 06/12/2023]
Abstract
Developing a predictive decision model for assessing the vulnerability of hidden groundwater reservoir formation to contamination risk via unavoidable anthropogenic activities is a key to managing water resources looming security crisis globally. This study explored multiple and robust methodologies including GIS, analytical hierarchy process (AHP)-based data mining, statistical and geophysical techniques for developing a novel "GODL" vulnerability method: a modified GOD model to ameliorate these challenges. The input for the modeling was based on the 65 located depth sounding geophysical data occupied in a schist belt environ, Southwestern Nigeria. From the geophysical data interpreted results, four factors, namely, groundwater hydraulic confinement (G), aquifer overlying strata (O), depth to water table (D), and longitudinal conductance (L), regarded as aquifer vulnerability causative factors (AVCFs) were derived. The GIS-based produced AVCFs' themes were synthesized by employing the conventional GOD and the AHP-driven GODL algorithms. Based on these algorithms applied results, the GOD-based aquifer vulnerability prediction zone map and GODL-based aquifer vulnerability prediction zone (AVPZ) map were produced in GIS environment. The produced AVPZ maps were validated by applying the statistical model evaluation to the water chemistry correlation results. The validation result exhibits 70% prediction accuracy for the developed GODL model compared with 66% for the GOD model. The GODL model demonstrated better performance than the GOD model. The AVPZ maps produced in this study can be used for precise decision-making process in environmental planning and groundwater management.
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Affiliation(s)
- A A Akinlalu
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria.
| | - K A Mogaji
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria
| | - T S Adebodun
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria
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Akintorinwa OJ, Atitebi MO, Akinlalu AA. Hydrogeophysical and aquifer vulnerability zonation of a typical basement complex terrain: A case study of Odode Idanre southwestern Nigeria. Heliyon 2020; 6:e04549. [PMID: 32904232 PMCID: PMC7452480 DOI: 10.1016/j.heliyon.2020.e04549] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 01/30/2020] [Accepted: 07/22/2020] [Indexed: 11/29/2022] Open
Abstract
An approach engaging Vertical Electrical Sounding (VES) and remote sensing data was carried out with a view to developing groundwater potential and aquifer vulnerability maps of the study area. One hundred and one (101) depth sounding data were acquired using Schlumberger array, with half maximum current electrode separation (AB/2) of 100 m. The VES were quantitatively interpreted using partial curve matching and computer aided iteration to determine the geoelectrical parameters of each station. The remote sensing data were processed using the application of Geographic Information System-based multi-criteria technique ArcGIS software. Eight (8) parameters namely lineament density, drainage density, slope, transmissivity, hydraulic conductivity, coefficient of anisotropy, aquifer thickness and resistivity were used to produce the groundwater potential model while five (5) parameters namely, lineament density, slope, longitudinal conductance, hydraulic conductivity and thickness of layer overlying the delineated aquifer were also used to produce the vulnerability model. The final output of overlay parameters for estimating the groundwater potential gave an index that ranged from 1-5. The zone categorised as low groundwater potential covered about 80% of the area. The majority of the area falls within low (about 80%) vulnerability and low groundwater potential rating while being relatively protected from potential contaminants infiltrating from the surface. The prediction accuracy of the groundwater potential model was established via existing hand-dug well correlation analysis.
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Affiliation(s)
- O J Akintorinwa
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria
| | - M O Atitebi
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria
| | - A A Akinlalu
- Department of Applied Geophysics, Federal University of Technology, Akure, Nigeria
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Dahiru M, Abu Bakar NK, Yus Off I, Low KH, Mohd MN. Assessment of denitrification potential for coastal and inland sites using groundwater and soil analysis: the multivariate approach. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 192:294. [PMID: 32307605 DOI: 10.1007/s10661-020-08276-4] [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: 02/04/2019] [Accepted: 04/03/2020] [Indexed: 06/11/2023]
Abstract
In an effort to determine the reason behind excellent nitrate remediation capacity at Kelantan region, a multivariate approach is employed to evaluate extent to which the influence of sea on soil geochemical composition affect variation pattern of groundwater quality. The results obtained from geochemical analysis of paleo-beach soil in coastal site at Bachok revealed multiple redox activity at different soil strata, involving both heterotrophic and autotrophic denitrification. In soil and water analysis, eight of the fourteen hydro-geochemical parameters (conductivity, temperature, soil texture, oxidation reduction potential, pH, total organic carbon, Fe, Cu, Mn, Cl-, SO42-, NO2-, NO3- and PO43-) measured using standard procedures were subjected to multivariate analysis. Evaluation of general variation pattern across the area reveals that the principal component analysis (PCA), hierarchical cluster analysis (HCA) and linear discriminant analysis (LDA) are in consonance with one another on apportioning three parameters (SO42-, Cl- and conductivity) to the coastal sites and two parameters (Fe and NH4+ or NO3-) to inland sites. The step forward analysis of LDA reveals four parameters in order of decreasing significance as Cl-, Fe and SO42-, while the two-way HCA identifies three clusters on location basis, respectively. In addition to the significant data reduction obtained, the results indicate that proximity to sea and location/geological-based influence are more significant than temporal-based influence in denitrification. By extension, the research reveals that influence of labile portion of natural resources is explorable for broader application in other remediation strategies.
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Affiliation(s)
- Muntaka Dahiru
- Department of Chemistry, University of Malaya, 50603, Kuala Lumpur, Malaysia
- Department of Science Lab Tech, Kano State Polytechnic, Kano, Nigeria
| | | | - Ismail Yus Off
- Department of Geology, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Kah Hin Low
- Department of Chemistry, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Muhammad N Mohd
- Faculty of Plantation and Agrotechnology, UiTM Cawangan Kampus, 77300, Melaka, Malaysia
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Regional Aquifer Vulnerability and Pollution Sensitivity Analysis of Drastic Application to Dahomey Basin of Nigeria. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17072609. [PMID: 32290197 PMCID: PMC7177962 DOI: 10.3390/ijerph17072609] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/20/2020] [Accepted: 04/01/2020] [Indexed: 11/16/2022]
Abstract
Shallow groundwater vulnerability mapping of the southwestern Nigeria sedimentary basin was assessed in this study with the aim of developing a regional-based vulnerability map for the area based on assessing the intrinsic ability of the aquifer overlying beds to filter and degrade migrating pollutant. The mapping includes using the established seven parameter-based DRASTIC vulnerability methodology. Furthermore, the developed vulnerability map was subjected to sensitivity analysis as a validation approach. This approach includes single-parameter sensitivity, map removal sensitivity, and DRASTIC parameter correlation analysis. Of the Dahomey Basin, 21% was classified as high-vulnerability and at risk of pollution, 61% as moderate vulnerability, and 18% as low vulnerability. Low vulnerability areas of the basin are characterised by thick vadose zones, low precipitation, compacted soils, high slopes, and high depth to groundwater. High-vulnerability areas which are prone to pollution are regions closer to the coast with flat slopes and frequent precipitation. Sensitivity of the vulnerability map show the greatest impact with the removal of topography, soil media, and depth to groundwater and least impact with the removal of the vadose zone. Due to the subjectivity of the DRASTIC method, the most important single parameter affecting the rating system of the Dahomey Basin DRASTIC map is the impact of the vadose zone, followed by the net recharge and hydraulic conductivity. The DRASTIC vulnerability map can be useful in planning and siting activities that generate pollutants (e.g., landfill, soak away, automobile workshops, and petrochemical industries) which pollute the environment, groundwater, and eventually impact the environmental health of the Dahomey Basin's inhabitants.
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A Vulnerability Analysis of Coral Reefs in Coastal Ecotourism Areas for Conservation Management. DIVERSITY-BASEL 2019. [DOI: 10.3390/d11070107] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Coral reef ecosystems provide many ecological, economic, and social benefits. Despite their numerous functions, coral reefs are in a vulnerable state due to the effects of human activities. The condition of coral reefs has decreased in many parts of the world. Therefore, coral reef examinations need to be carried out continuously in order to formulate management strategies that can reduce their vulnerability over time. This study aims to analyze the vulnerability index of coral reefs, the sensitivity of coral reefs to the causes of vulnerability, and the adaptive capacity to anticipate vulnerability. The primary data are the perceptions of respondents’ who filled out a prepared questionnaire which included eight dimensions: information on the environmental conditions, fishing ports, fishing areas, coastline settlements, tourism management, tourism attractions, socio-economic conditions and population, and aquaculture. The data were analyzed using multidimensional scaling (MDS). The results of the analysis revealed that fishing ports, fishing areas, and environmental condition are high vulnerability indexes which cause damage to coral reefs. The highest coral reef vulnerability sensitivity was found to be triggered by the distance from fishing areas and the distance from fishing vessel channels. An inverse relationship between vulnerability and adaptive capacity was shown. Hence distance from fishing areas and distance from fishing vessel channels are the attributes that have low adaptive capacity.
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Nixdorf E, Sun Y, Lin M, Kolditz O. Development and application of a novel method for regional assessment of groundwater contamination risk in the Songhua River Basin. THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 605-606:598-609. [PMID: 28672248 DOI: 10.1016/j.scitotenv.2017.06.126] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 05/30/2017] [Accepted: 06/15/2017] [Indexed: 06/07/2023]
Abstract
The main objective of this study is to quantify the groundwater contamination risk of Songhua River Basin by applying a novel approach of integrating public datasets, web services and numerical modelling techniques. To our knowledge, this study is the first to establish groundwater risk maps for the entire Songhua River Basin, one of the largest and most contamination-endangered river basins in China. Index-based groundwater risk maps were created with GIS tools at a spatial resolution of 30arc sec by combining the results of groundwater vulnerability and hazard assessment. Groundwater vulnerability was evaluated using the DRASTIC index method based on public datasets at the highest available resolution in combination with numerical groundwater modelling. As a novel approach to overcome data scarcity at large scales, a web mapping service based data query was applied to obtain an inventory for potential hazardous sites within the basin. The groundwater risk assessment demonstrated that <1% of Songhua River Basin is at high or very high contamination risk. These areas were mainly located in the vast plain areas with hotspots particularly in the Changchun metropolitan area. Moreover, groundwater levels and pollution point sources were found to play a significantly larger impact in assessing these areas than originally assumed by the index scheme. Moderate contamination risk was assigned to 27% of the aquifers, predominantly associated with less densely populated agricultural areas. However, the majority of aquifer area in the sparsely populated mountain ranges displayed low groundwater contamination risk. Sensitivity analysis demonstrated that this novel method is valid for regional assessments of groundwater contamination risk. Despite limitations in resolution and input data consistency, the obtained groundwater contamination risk maps will be beneficial for regional and local decision-making processes with regard to groundwater protection measures, particularly if other data availability is limited.
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Affiliation(s)
- Erik Nixdorf
- Helmholtz Centre for Environmental Research, Department of Environmental Informatics, Permoserstr.15, 04318 Leipzig, Germany; Technical University Dresden, Faculty of Environmental Sciences, Helmholtzstr.10, 01069 Dresden, Germany.
| | - Yuanyuan Sun
- Chinese Research Academy of Environmental Sciences, Dayangfang, Beiyuan 8, 100012 Beijing, China
| | - Mao Lin
- Chinese Research Academy of Environmental Sciences, Dayangfang, Beiyuan 8, 100012 Beijing, China
| | - Olaf Kolditz
- Helmholtz Centre for Environmental Research, Department of Environmental Informatics, Permoserstr.15, 04318 Leipzig, Germany; Technical University Dresden, Faculty of Environmental Sciences, Helmholtzstr.10, 01069 Dresden, Germany; Sino-German Research Centre on Environmental Information Science (RCEIS), China
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Baghapour MA, Fadaei Nobandegani A, Talebbeydokhti N, Bagherzadeh S, Nadiri AA, Gharekhani M, Chitsazan N. Optimization of DRASTIC method by artificial neural network, nitrate vulnerability index, and composite DRASTIC models to assess groundwater vulnerability for unconfined aquifer of Shiraz Plain, Iran. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2016; 14:13. [PMID: 27508082 PMCID: PMC4977699 DOI: 10.1186/s40201-016-0254-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 07/03/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Extensive human activities and unplanned land uses have put groundwater resources of Shiraz plain at a high risk of nitrate pollution, causing several environmental and human health issues. To address these issues, water resources managers utilize groundwater vulnerability assessment and determination of protection. This study aimed to prepare the vulnerability maps of Shiraz aquifer by using Composite DRASTIC index, Nitrate Vulnerability index, and artificial neural network and also to compare their efficiency. METHODS The parameters of the indexes that were employed in this study are: depth to water table, net recharge, aquifer media, soil media, topography, impact of the vadose zone, hydraulic conductivity, and land use. These parameters were rated, weighted, and integrated using GIS, and then, used to develop the risk maps of Shiraz aquifer. RESULTS The results indicated that the southeastern part of the aquifer was at the highest potential risk. Given the distribution of groundwater nitrate concentrations from the wells in the underlying aquifer, the artificial neural network model offered greater accuracy compared to the other two indexes. The study concluded that the artificial neural network model is an effective model to improve the DRASTIC index and provides a confident estimate of the pollution risk. CONCLUSIONS As intensive agricultural activities are the dominant land use and water table is shallow in the vulnerable zones, optimized irrigation techniques and a lower rate of fertilizers are suggested. The findings of our study could be used as a scientific basis in future for sustainable groundwater management in Shiraz plain.
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Affiliation(s)
- Mohammad Ali Baghapour
- Department of Environmental Health Engineering, School of Health, Shiraz University of Medical Sciences, Shiraz, IR Iran
| | - Amir Fadaei Nobandegani
- Department of Environmental Health Engineering, School of Health, Shiraz University of Medical Sciences, Shiraz, IR Iran
| | - Nasser Talebbeydokhti
- Department of Civil Engineering, College of Engineering, Shiraz University, Shiraz, IR Iran
| | - Somayeh Bagherzadeh
- Department of Hydrogeology, Ab Ati Pazhooh Consulting Engineers, Shiraz, IR Iran
| | - Ata Allah Nadiri
- Department of Earth Science, Faculty of Science, University of Tabriz, Tabriz, East Azarbaijan, IR Iran
| | - Maryam Gharekhani
- Department of Earth Science, Faculty of Science, University of Tabriz, Tabriz, East Azarbaijan, IR Iran
| | - Nima Chitsazan
- Research Engineer at EnTech Engineering, PC11 broadway 21st floor, New York, NY 10004 USA
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Vieira FP, Alves MDG, Martins LM, Rangel ALP, Dubey JP, Hill D, Bahia-Oliveira LMG. Waterborne toxoplasmosis investigated and analysed under hydrogeological assessment: new data and perspectives for further research. Mem Inst Oswaldo Cruz 2016; 110:929-35. [PMID: 26560984 PMCID: PMC4660623 DOI: 10.1590/0074-02760150262] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Accepted: 09/24/2015] [Indexed: 11/21/2022] Open
Abstract
We present a set of data on human and chicken Toxoplasma gondii
seroprevalence that was investigated and analysed in light of groundwater
vulnerability information in an area endemic for waterborne toxoplasmosis in Brazil.
Hydrogeological assessment was undertaken to select sites for water collection from
wells for T. gondii oocyst testing and for collecting blood from
free-range chickens and humans for anti-T. gondii serologic testing.
Serologic testing of human specimens was done using conventional commercial tests and
a sporozoite-specific embryogenesis-related protein (TgERP), which is able to
differentiate whether infection resulted from tissue cysts or oocysts. Water
specimens were negative for the presence of viable T. gondii
oocysts. However, seroprevalence in free-range chickens was significantly associated
with vulnerability of groundwater to surface contamination (p < 0.0001; odds
ratio: 4.73, 95% confidence interval: 2.18-10.2). Surprisingly, a high prevalence of
antibodies against TgERP was detected in human specimens, suggesting the possibility
of a continuous contamination of drinking water with T. gondii
oocysts in this endemic setting. These findings and the new proposed approach to
investigate and analyse endemic toxoplasmosis in light of groundwater vulnerability
information associated with prevalence in humans estimated by oocyst antigens
recognition have implications for the potential role of hydrogeological assessment in
researching waterborne toxoplasmosis at a global scale.
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Affiliation(s)
- Flávia Pereira Vieira
- Laboratório de Biologia do Reconhecer, Centro de Biociências e Biotecnologia, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, RJ, Brasil
| | - Maria da Glória Alves
- Laboratório de Engenharia Civil, Centro de Ciência e Tecnologia, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, RJ, Brasil
| | - Livia Mattos Martins
- Laboratório de Biologia do Reconhecer, Centro de Biociências e Biotecnologia, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, RJ, Brasil
| | - Alba Lucínia Peixoto Rangel
- Laboratório de Biologia do Reconhecer, Centro de Biociências e Biotecnologia, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, RJ, Brasil
| | - Jitender Prakash Dubey
- Animal Parasitic Diseases Laboratory, Beltsville Agricultural Research Center, United States Department of Agriculture, Beltsville, MD, USA
| | - Dolores Hill
- Animal Parasitic Diseases Laboratory, Beltsville Agricultural Research Center, United States Department of Agriculture, Beltsville, MD, USA
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Peterman WL, Ferschweiler K. A case study for evaluating potential soil sensitivity in aridland systems. INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT 2016; 12:388-396. [PMID: 26272449 DOI: 10.1002/ieam.1691] [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: 02/17/2015] [Revised: 04/27/2015] [Accepted: 07/13/2015] [Indexed: 06/04/2023]
Abstract
Globally, ecosystems are subjected to prolonged droughts and extreme heat events, leading to forest die-offs and dominance shifts in vegetation. Some scientists and managers view soil as the main resource to be considered in monitoring ecosystem responses to aridification. As the medium through which precipitation is received, stored, and redistributed for plant use, soil is an important factor in the sensitivity of ecosystems to a drying climate. This study presents a novel approach to evaluating where on a landscape soils may be most sensitive to drying, making them less resilient to disturbance, and where potential future vegetation changes could lead to such disturbance. The drying and devegetation of arid lands can increase wind erosion, contributing to aerosol and dust emissions. This has implications for air quality, human health, and water resources. This approach combines soil data with vegetation simulations, projecting future vegetation change, to create maps of potential areas of concern for soil sensitivity and dust production in a drying climate. Consistent with recent observations, the projections show shifts from grasslands and woodlands to shrublands in much of the southwestern region. An increase in forested area occurs, but shifts in the dominant types and spatial distribution of the forests also are seen. A net increase in desert ecosystems in the region and some changes in alpine and tundra ecosystems are seen. Approximately 124,000 km(2) of soils flagged as "sensitive" are projected to have vegetation change between 2041 and 2050, and 82,927 km(2) of soils may become sensitive because of future vegetation changes. These maps give managers a way to visualize and identify where soils and vegetation should be investigated and monitored for degradation in a drying climate, so restoration and mitigation strategies can be focused in these areas.
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Sadat-Noori M, Ebrahimi K. Groundwater vulnerability assessment in agricultural areas using a modified DRASTIC model. ENVIRONMENTAL MONITORING AND ASSESSMENT 2016; 188:19. [PMID: 26650205 DOI: 10.1007/s10661-015-4915-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2014] [Accepted: 10/13/2015] [Indexed: 06/05/2023]
Abstract
Groundwater contamination is a major concern for groundwater resource managers worldwide. We evaluated groundwater pollution potential by producing a vulnerability map of an aquifer using a modified Depth to water, Net recharge, Aquifer media, Soil media, Topography, Impact of vadose zone, and Hydraulic conductivity (DRASTIC) model within a Geographic Information System (GIS) environment. The proposed modification which incorporated the use of statistical techniques optimizes the rating function of the DRASTIC model parameters, to obtain a more accurate vulnerability map. The new rates were computed using the relationships between the parameters and point data chloride concentrations in groundwater. The model was applied on Saveh-Nobaran plain in central Iran, and results showed that the coefficient of determination (R (2)) between the point data and the relevant vulnerability map increased significantly from 0.52 to 0.78 after modification. As compared to the original DRASTIC model, the modified version produced better vulnerability zonation. Additionally, single-parameter and parameter removal sensitivity analyses were performed to evaluate the relative importance of each DRASTIC parameter. The results from both analyses revealed that the vadose zone is the most sensitive parameter influencing the variability of the aquifers' vulnerability index. Based on the results, for non-point source pollution in agricultural areas, using the modified DRASTIC model is efficient compared to the original model. The proposed method can be effective for future groundwater assessment and plain-land management where agricultural activities are dominant.
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Affiliation(s)
- Mahmood Sadat-Noori
- Department of Irrigation and Reclamation Engineering, University of Tehran, Karaj, Iran.
| | - Kumars Ebrahimi
- Department of Irrigation and Reclamation Engineering, University of Tehran, Karaj, Iran
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Assessment model of ecoenvironmental vulnerability based on improved entropy weight method. ScientificWorldJournal 2014; 2014:797814. [PMID: 25133260 PMCID: PMC4124224 DOI: 10.1155/2014/797814] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Accepted: 07/02/2014] [Indexed: 12/02/2022] Open
Abstract
Assessment of ecoenvironmental vulnerability plays an important role in the guidance of regional planning, the construction and protection of ecological environment, which requires comprehensive consideration on regional resources, environment, ecology, society and other factors. Based on the driving mechanism and evolution characteristics of ecoenvironmental vulnerability in cold and arid regions of China, a novel evaluation index system on ecoenvironmental vulnerability is proposed in this paper. For the disadvantages of conventional entropy weight method, an improved entropy weight assessment model on ecoenvironmental vulnerability is developed and applied to evaluate the ecoenvironmental vulnerability in western Jilin Province of China. The assessing results indicate that the model is suitable for ecoenvironmental vulnerability assessment, and it shows more reasonable evaluation criterion, more distinct insights and satisfactory results combined with the practical conditions. The model can provide a new method for regional ecoenvironmental vulnerability evaluation.
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Pórcel RAD, Schüth C, León-Gómez HD, Hoppe A, Lehné R. Land-Use Impact and Nitrate Analysis to Validate DRASTIC Vulnerability Maps Using a GIS Platform of Pablillo River Basin, Linares, N.L., Mexico. ACTA ACUST UNITED AC 2014. [DOI: 10.4236/ijg.2014.512120] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Jayasekera DL, Kaluarachchi JJ, Villholth KG. Groundwater stress and vulnerability in rural coastal aquifers under competing demands: a case study from Sri Lanka. ENVIRONMENTAL MONITORING AND ASSESSMENT 2011; 176:13-30. [PMID: 20559710 DOI: 10.1007/s10661-010-1563-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2009] [Accepted: 06/04/2010] [Indexed: 05/29/2023]
Abstract
Rural coastal aquifers are undergoing rapid changes due to increasing population, high water demand with expanding agricultural and domestic uses, and seawater intrusion due to unmanaged water pumping. The combined impact of these activities is the deterioration of groundwater quality, public health concerns, and unsustainable water demands. The Kalpitiya peninsula located northwest of Sri Lanka is one area undergoing such changes. This land area is limited and surrounded almost completely by sea and lagoon. This study consists of groundwater sampling and analysis, and vulnerability assessment using the DRASTIC method. The results reveal that the peninsula is experiencing multiple threats due to population growth, seawater intrusion, land use exploitation for intensive agriculture, groundwater vulnerability from agricultural and domestic uses, and potential public health impacts. Results show that nitrate is a prevalent and serious contaminant occurring in large concentrations (up to 128 mg/l NO(3)-N), while salinity from seawater intrusion produces high chloride content (up to 471 mg/l), affecting freshwater sources. High nitrate levels may have already affected public health based on limited sampling for methemoglobin. The two main sources of nitrogen loadings in the area are fertilizer and human excreta. The major source of nitrogen results from the use of fertilizers and poor management of intense agricultural systems where a maximum application rate of up to 11.21 metric tons N/km(2) per season is typical. These findings suggest that management of coastal aquifers requires an integrated approach to address both the prevalence of agriculture as an economic livelihood, and increasing population growth.
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Affiliation(s)
- Dumindu L Jayasekera
- College of Engineering, Utah State University, 4100 Old Main Hill, Logan, UT 84322-4100, USA.
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Alwathaf Y, Mansouri BE. Assessment of Aquifer Vulnerability Based on GIS and ARCGIS Methods: A Case Study of the Sana’a Basin (Yemen). ACTA ACUST UNITED AC 2011. [DOI: 10.4236/jwarp.2011.312094] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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