1
|
Zihad SMRA, Islam ARMT, Siddique MAB, Mia MY, Islam MS, Islam MA, Bari ABMM, Bodrud-Doza M, Yakout SM, Senapathi V, Chatterjee S. Fuzzy logic, geostatistics, and multiple linear models to evaluate irrigation metrics and their influencing factors in a drought-prone agricultural region. ENVIRONMENTAL RESEARCH 2023; 234:116509. [PMID: 37399988 DOI: 10.1016/j.envres.2023.116509] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/05/2023] [Accepted: 06/23/2023] [Indexed: 07/05/2023]
Abstract
The quality of water used for irrigation is one of the major threats to maintaining the long-term sustainability of agricultural practices. Although some studies have addressed the suitability of irrigation water in different parts of Bangladesh, the irrigation water quality in the drought-prone region has yet to be thoroughly studied using integrated novel approaches. This study aims to assess the suitability of irrigation water in the drought-prone agricultural region of Bangladesh using traditional irrigation metrics such as sodium percentage (NA%), magnesium adsorption ratio (MAR), Kelley's ratio (KR), sodium adsorption ratio (SAR), total hardness (TH), permeability index (PI), and soluble sodium percentage (SSP), along with novel irrigation indices such as irrigation water quality index (IWQI) and fuzzy irrigation water quality index (FIWQI). Thirty-eight water samples were taken from tube wells, river systems, streamlets, and canals in agricultural areas, then analyzed for cations and anions. The multiple linear regression model predicted that SAR (0.66), KR (0.74), and PI (0.84) were the primary important elements influencing electrical conductivity (EC). Based on the IWQI, all water samples fall into the "suitable" category for irrigation. The FIWQI suggests that 75% of the groundwater and 100% of the surface water samples are excellent for irrigation. The semivariogram model indicates that most irrigation metrics have moderate to low spatial dependence, suggesting strong agricultural and rural influence. Redundancy analysis shows that Na+, Ca2+, Cl-, K+, and HCO3- in water increase with decreasing temperature. Surface water and some groundwater in the southwestern and southeastern parts are suitable for irrigation. The northern and central parts are less suitable for agriculture because of elevated K+ and Mg2+ levels. This study determines irrigation metrics for regional water management and pinpoints suitable areas in the drought-prone region, which provides a comprehensive understanding of sustainable water management and actionable steps for stakeholders and decision-makers.
Collapse
Affiliation(s)
- S M Rabbi Al Zihad
- Department of Disaster Management, Begum Bekeya University, Rangpur, 5400, Bangladesh.
| | - Abu Reza Md Towfiqul Islam
- Department of Disaster Management, Begum Bekeya University, Rangpur, 5400, Bangladesh; Department of Development Studies, Daffodil International University, Dhaka, 1216, Bangladesh.
| | - Md Abu Bakar Siddique
- Institute of National Analytical Research and Service (INARS), Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhanmondi, Dhaka 1205, Bangladesh.
| | - Md Yousuf Mia
- Department of Disaster Management, Begum Bekeya University, Rangpur, 5400, Bangladesh.
| | - Md Saiful Islam
- Department of Soil Science, Patuakhali Science and Technology University, Dumki, Patuakhali 8602, Bangladesh.
| | - Md Aminul Islam
- Department of Disaster Management, Begum Bekeya University, Rangpur, 5400, Bangladesh.
| | - A B M Mainul Bari
- Department of Industrial and Production Engineering, Bangladesh University of Engineering and Technology, Dhaka, 1000, Bangladesh.
| | - Md Bodrud-Doza
- Department of Geography, Environment & Geomatics, University of Guelph, ON | N1G 2W1, Canada.
| | - Sobhy M Yakout
- Department of Biochemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia.
| | | | - Sumanta Chatterjee
- USDA-ARS Hydrology and Remote Sensing Laboratory, BARC-West, Beltsville, MD 20705, USA; ICAR-National Rice Research Institute, Cuttack, Odisha 753006, India.
| |
Collapse
|
2
|
Hoque MM, Islam A, Islam ARMT, Das BC, Pal SC, Arabameri A, Khan R. Spatio-temporal assessment of water quality of a tropical decaying river in India for drinking purposes and human health risk characterization. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:101653-101668. [PMID: 37656296 DOI: 10.1007/s11356-023-29431-7] [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: 03/21/2023] [Accepted: 08/17/2023] [Indexed: 09/02/2023]
Abstract
River water pollution and water-related health problems are common issues across the world. The present study aims to examine the Jalangi River's water quality to assess its suitability for drinking purposes and associated human health risks. The 34 water samples were collected from the source to the mouth of Jalangi River in 2022 to depict the spatial dynamics while another 119 water samples (2012-2022) were collected from a secondary source to portray the seasonal dynamics. Results indicate better water quality in the lower reach of the river in the monsoon and post-monsoon seasons. Principal component analysis reveals that K+, NO3-, and total alkalinity (TA) play a dominant role in controlling the water quality of the study region, while, CaCO3, Ca2+, and EC in the pre-monsoon, EC, TDS, Na+, and TA in the monsoon, and EC, TDS and TA in the post-monsoon controlled the water quality. The results of ANOVA reveal that BOD, Ca2+, and CaCO3 concentrations in water have significant spatial dynamics, whereas pH, BOD, DO, Cl-, SO42-, Na+, Mg2+, Ca2+, CaCO3, TDS, TA, and EC have seasonal dynamics (p < 0.05). The water quality index depicts that the Jalangi River's water quality ranged from 6.23 to 140.83, i.e., excellent to unsuitable for drinking purposes. Human health risk analysis shows that 32.35% of water samples have non-carcinogenic health risks for all three groups of people, i.e., adults, children, and infants while only 5.88% of water samples have carcinogenic health risks for adults and children. The gradual decay of the Jalangi River coupled with the disposal of urban and agricultural effluents induces river pollution that calls for substantial attention from the various stakeholders to restore the water quality.
Collapse
Affiliation(s)
- Md Mofizul Hoque
- Department of Geography, Aliah University, 17 Gorachand Road, Kolkata, 700014, West Bengal, India
| | - Aznarul Islam
- Department of Geography, Aliah University, 17 Gorachand Road, Kolkata, 700014, West Bengal, India.
| | - Abu Reza Md Towfiqul Islam
- Department of Disaster Management, Begum Rokeya University, Rangpur, 5400, Bangladesh
- Department of Development Studies, Daffodil International University, Dhaka, 1216, Bangladesh
| | - Balai Chandra Das
- Department of Geography, Krishnagar Government College, Nadia, 741101, West Bengal, India
| | - Subodh Chandra Pal
- Department of Geography, The University of Burdwan, Purba Bardhaman, West Bengal, 713104, India
| | - Alireza Arabameri
- Department of Geomorphology, Tarbiat Modares University, Tehran, Iran
| | - Rituparna Khan
- Department of Geography, Bidhannagar College, Salt Lake, affiliated to West Bengal State University, Berunanpukuria, India
| |
Collapse
|
3
|
Uddin MG, Diganta MTM, Sajib AM, Hasan MA, Moniruzzaman M, Rahman A, Olbert AI, Moniruzzaman M. Assessment of hydrogeochemistry in groundwater using water quality index model and indices approaches. Heliyon 2023; 9:e19668. [PMID: 37809741 PMCID: PMC10558938 DOI: 10.1016/j.heliyon.2023.e19668] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/29/2023] [Accepted: 08/29/2023] [Indexed: 10/10/2023] Open
Abstract
Groundwater resources around the world required periodic monitoring in order to ensure the safe and sustainable utilization for humans by keeping the good status of water quality. However, this could be a daunting task for developing countries due to the insufficient data in spatiotemporal resolution. Therefore, this research work aimed to assess groundwater quality in terms of drinking and irrigation purposes at the adjacent part of the Rooppur Nuclear Power Plant (RNPP) in Bangladesh. For the purposes of achieving the aim of this study, nine groundwater samples were collected seasonally (dry and wet season) and seventeen hydro-geochemical indicators were analyzed, including Temperature (Temp.), pH, electrical conductivity (EC), total dissolved solids (TDS), total alkalinity (TA), total hardness (TH), total organic carbon (TOC), bicarbonate (HCO3-), chloride (Cl-), phosphate (PO43-), sulfate (SO42-), nitrite (NO2-), nitrate (NO3-), sodium (Na+), potassium (K+), calcium (Ca2+) and magnesium (Mg2+). The present study utilized the Canadian Council of Ministers of the Environment water quality index (CCME-WQI) model to assess water quality for drinking purposes. In addition, nine indices including EC, TDS, TH, sodium adsorption ratio (SAR), percent sodium (Na%), permeability index (PI), Kelley's ratio (KR), magnesium hazard ratio (MHR), soluble sodium percentage (SSP), and Residual sodium carbonate (RSC) were used in this research for assessing the water quality for irrigation purposes. The computed mean CCME-WQI score found higher during the dry season (ranges 48 to 74) than the wet season (ranges 40 to 65). Moreover, CCME-WQI model ranked groundwater quality between the "poor" and "marginal" categories during the wet season implying unsuitable water for human consumption. Like CCME-WQI model, majority of the irrigation index also demonstrated suitable water for crop cultivation during dry season. The findings of this research indicate that it requires additional care to improve the monitoring programme for protecting groundwater quality in the RNPP area. Insightful information from this study might be useful as baseline for national strategic planners in order to protect groundwater resources during the any emergencies associated with RNPP.
Collapse
Affiliation(s)
- Md Galal Uddin
- Civil Engineering, School of Engineering, College of Science and Engineering, University of Galway, Ireland
- Ryan Institute, University of Galway, Ireland
- MaREI Research Centre, University of Galway, Ireland
- Eco-HydroInformatics Research Group (EHIRG), Civil Engineering, University of Galway, Ireland
- Department of Geography and Environment, Jagannath University, Dhaka, Bangladesh
| | - Mir Talas Mahammad Diganta
- Civil Engineering, School of Engineering, College of Science and Engineering, University of Galway, Ireland
- Ryan Institute, University of Galway, Ireland
- MaREI Research Centre, University of Galway, Ireland
- Eco-HydroInformatics Research Group (EHIRG), Civil Engineering, University of Galway, Ireland
| | - Abdul Majed Sajib
- Civil Engineering, School of Engineering, College of Science and Engineering, University of Galway, Ireland
- Ryan Institute, University of Galway, Ireland
- MaREI Research Centre, University of Galway, Ireland
- Eco-HydroInformatics Research Group (EHIRG), Civil Engineering, University of Galway, Ireland
| | - Md. Abu Hasan
- Bangladesh Reference Institution for Chemical Measurements (BRiCM), Dr. Qudrat-e- Khuda Road, Dhanmondi, Dhaka 1205, Bangladesh
| | - Md. Moniruzzaman
- Bangladesh Reference Institution for Chemical Measurements (BRiCM), Dr. Qudrat-e- Khuda Road, Dhanmondi, Dhaka 1205, Bangladesh
| | - Azizur Rahman
- School of Computing, Mathematics and Engineering, Charles Sturt University, Wagga Wagga, Australia
- The Gulbali Institute of Agriculture, Water and Environment, Charles Sturt University, Wagga Wagga, Australia
| | - Agnieszka I. Olbert
- Civil Engineering, School of Engineering, College of Science and Engineering, University of Galway, Ireland
- Ryan Institute, University of Galway, Ireland
- MaREI Research Centre, University of Galway, Ireland
- Eco-HydroInformatics Research Group (EHIRG), Civil Engineering, University of Galway, Ireland
| | - Md Moniruzzaman
- Department of Geography and Environment, Jagannath University, Dhaka, Bangladesh
| |
Collapse
|
4
|
Arsenic in groundwater from Southwest Bangladesh: Sources, water quality, and potential health concern. HYDRORESEARCH 2022. [DOI: 10.1016/j.hydres.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
|
5
|
Hasan M, Islam MA, Alam MJ, Rahman M, Hasan MA. Hydrogeochemical characterization and quality assessment of groundwater resource in Savar - an industrialized zone of Bangladesh. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:549. [PMID: 35776389 DOI: 10.1007/s10661-022-10137-1] [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: 08/28/2021] [Accepted: 05/26/2022] [Indexed: 06/15/2023]
Abstract
Savar Upazila in the Dhaka District is a rapidly expanding city with a diverse range of industries and agricultural activities. This expansion poses environmental challenges including the threat to groundwater contamination. Based on these considerations, the objective of this research is to carry out a shallow groundwater hydrogeochemical characterization and an assessment of the suitablity of the groundwater for drinking and irrigational purposes using a geochemical approach, multivariate statistical techniques, and some indices of groundwater quality. The hydrogeochemical analyses of 42 groundwater samples from shallow depths (18 - 76 m) showed that the order of concentrations of cations, anions, and metals was Ca2+ > Na+ > Mg2+ > K+, HCO3- > Cl- > SO42- > NO3-, and Cr > As > Pb > Mn > Fe, respectively. Weathering of silicates was found to be the most significant hydrogeochemical process governing the chemistry of groundwater. Cation exchange also plays a significant role in the evolution of the groundwater chemistry. Principal component analysis and hierarchical cluster analysis suggested that anthropogenic activities are influencing groundwater quality. A drinking water quality index map showed that about 91% of the groundwater samples were in the excellent category and suitable for human consumption, with only a few samples exceeding the standards of the WHO and Bangladesh for concentrations of Ca2+, Mg2+, HCO3-, Fe, Mn, and As. An analysis of irrigation quality parameters found that most of the groundwater samples were either excellent or good for agricultural uses, except for one sample in the Tetuljhora Union that was unsuitable based on residual sodium carbonate. This finding may be useful to local governments in understanding the current status of groundwater quality, tracking potential threats of contamination, and initiating appropriate measures for long-term groundwater resource management.
Collapse
Affiliation(s)
- Mahmudul Hasan
- Department of Oceanography, University of Dhaka, Dhaka, 1000, Bangladesh.
| | | | - Md Jahangir Alam
- Department of Geology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Mahfujur Rahman
- Department of Geology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - M Aziz Hasan
- Department of Geology, University of Dhaka, Dhaka, 1000, Bangladesh
| |
Collapse
|