Mansour Baziar
Abstract
Background and Purpose: Nitrates have long been considered indicative of drinking water quality and a critical concern for human health. The evolution of advanced models for water quality management has spurred decision-makers to incorporate artificial intelligence technologies into water quality planning. ...
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Background and Purpose: Nitrates have long been considered indicative of drinking water quality and a critical concern for human health. The evolution of advanced models for water quality management has spurred decision-makers to incorporate artificial intelligence technologies into water quality planning. This study aims to employ the AdaBoost model, one of the cutting-edge models in water quality management, to predict nitrate concentrations in groundwater using pH and EC (Electrical Conductivity) as input variables.Materials and Methods: Initially, the study analyzed the Pearson correlation matrix and subsequently determined the input variables for multiple AdaBoost models with varying hyperparameters. A sensitivity and dependence analysis of the model's input variables was conducted to assess their impact on nitrate prediction.Results: The results obtained from the AdaBoost model reveal R-squared (R2) values of 0.915 for the training dataset and 0.924 for the test dataset. Additionally, the Mean Squared Error (MSE), Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), and Mean Absolute Percentage Error (MAPE) scores for the training dataset were recorded as 1.02, 1.01, 0.823, and 7.3%, respectively. For the test dataset, these metrics were observed in the order of 0.228, 0.477, 0.375, and 3.2%. The model's sensitivity analysis identified the pH variable as the most influential factor in nitrate prediction.Conclusion: The model analysis demonstrates that the proposed method performs well in predicting nitrate concentrations. This approach holds significant potential for implementation as an intelligent system for forecasting water quality parameters.
Majid Bonyadi Manesh; Ali Afkham
Abstract
Background and Objective: Oral and dental health is crucial to public health. The primary indices used to assess oral and dental health are DMFT and CPITN indices. This study aimed to evaluate the oral and dental health status of 11 to 13-year-old students in Mashhad City and its relationship with their ...
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Background and Objective: Oral and dental health is crucial to public health. The primary indices used to assess oral and dental health are DMFT and CPITN indices. This study aimed to evaluate the oral and dental health status of 11 to 13-year-old students in Mashhad City and its relationship with their water consumption and other related factors. Materials and Methods: This cross-sectional analytical study was conducted in 2021 on 1,232 students. Sampling was done from all hand-dug wells, semi-deep wells, deep wells, and qanats (underground channels) in the Mashhad region in 2021. All drinking water parameters were measured according to the standards outlined in "Standard Methods for the Examination of Water and Wastewater." Data were analyzed using SPSS software version 20.Result: The mean DMFT index among Mashhad students was 0.98. The average fluoride content in drinking water was 0.38 milligrams per liter(mg/L), lower than the permissible fluoride level in drinking water. According to the relevant statistical tests, there was a significant relationship (p<0.05) between the DMFT index and daily water consumption, fluoride content in drinking water, and daily flossing. Furthermore, a significant relationship (p<0.05) was found between the CPITN index and toothbrush usage. Conclusion: Given the significant association between fluoride content in drinking water and daily flossing with the DMFT index, it is essential to maintain fluoride levels in drinking water within the standard range. Moreover, oral health care practices, such as flossing and toothbrushing, should be taught to students.
Eslam Nazari; Aslan Egdernezhad; Reza Jalilzadeh Yengejeh
Abstract
Background and Aim: Monitoring water quality is so important so as to decide about using them. So, this research was conducted to evaluate Khuzitan’s river water quality. Materials and Methods: The rivers were studied consist of Dez, Karkheh, Maroon, Karoon and Zohreh. Data collecting was applied ...
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Background and Aim: Monitoring water quality is so important so as to decide about using them. So, this research was conducted to evaluate Khuzitan’s river water quality. Materials and Methods: The rivers were studied consist of Dez, Karkheh, Maroon, Karoon and Zohreh. Data collecting was applied during 2018 for each river from specified stations. So, water quality standard of Iran, WHO and Canadian council of ministers of the environment, and Shoeller diagram and Wilcox diagram were used. In addition, IRWQIsc and NSFWQI standards were used to categorize river water quality. Results: The results showed that Dez water was industrially corrosive, while other rivers had sedimentary water for industrial use. The water quality of Dez was better than other rivers in Khuzestan province, but this river also had high magnesium, hardness and chlorine based on the Shoeller diagram. The quality of this river was better for agricultural purposes rather than the others. Karun River was moderately better than other rivers, and water quality is better upstream than downstream. According to IRWQIsc index, the water quality variations of Dez, Karkheh, Karoon, Maroon and Zohreh were 71-83, 41-52, 39-55, 33-41 and 25-32, respectively. The results of NSFWQI index for Dez, Karkheh, Karoon, Maroon and Zohreh rivers showed that the values of these rivers varied between 65-77, 55-70, 58-68, 52-60 and 36-48, respectively. Conclusion: Thus Dez River was in relatively good condition. Karoon and Karkheh rivers were in moderate condition and other rivers were in relatively poor condition. According to all indices, water quality of Zohreh River was in poor condition and Dez River was in good condition. Other rivers had medium quality.
Fahimeh Ranjbar; Hojjat Allah Jafarian; Mohammad Gholizadeh; Mohammad Harsij
Abstract
Background and Objective: In recent years, the construction of fish farms on the margins of the Mohammadabad Katoul River has increased significantly. The purpose of this study was to investigate the effects of the effluents of these fields on some of the river water quality factors. Materials and Methods: ...
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Background and Objective: In recent years, the construction of fish farms on the margins of the Mohammadabad Katoul River has increased significantly. The purpose of this study was to investigate the effects of the effluents of these fields on some of the river water quality factors. Materials and Methods: In this study, five sampling stations of 3 rainbow trout ponds were selected for seasonal water sampling in 1396 seasonally with 3 replications, 12 water quality parameters including dissolved oxygen, fecal coliform, pH, biochemical oxygen demand, chemical oxygen demand, temperature, organic phosphate, nitrate, ammonium, turbidity, total dissolved solids and electrical conductivity. Then, fixed effects of data were analyzed using significant test and water quality was evaluated according to IRWQISC. Results: The results show that the water of Mohammadabad Katoul basin is of medium to relatively good quality. The best water quality in autumn with numerical value of 70.5 and the worst water quality in summer with numerical value of 43.3. The reasons for the relatively poor water quality in summer can be attributed to the high activity of the effluent from the fish ponds, such as reduced river discharge, as well as increased recreational activities in the river, agricultural effluents, rural wastewater discharge, and high livestock density. Area noted. Conclusion: In all seasons, water quality was higher than that of other stations during station 1 sampling prior to fish farming. According to the obtained index, it can be generally concluded that river water quality is suitable due to aquaculture activities.
Samira Rahnama; Ali Shahidi
Abstract
Abstract Background and purpose: Surface water, especially rivers, are one of the most important water resources that play an important role to supply water requirements of different activities. and we able to make decisions about their application with their quality monitoring. This study was done to ...
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Abstract Background and purpose: Surface water, especially rivers, are one of the most important water resources that play an important role to supply water requirements of different activities. and we able to make decisions about their application with their quality monitoring. This study was done to evaluate the southern branches of Haleil Rood River quality using Canadian Water Quality Index (CWQI) and Aquachem software. Materials and Methods: In this cross sectional study, water quality parameters were used in three stations in the southern shaft of the Haleil Rood river (Hossein-Abad, Konarueyeh and Kahang-Sheibani) from 1996 to 2016. To determine the water quality of the river and determine the type and characteristics was used of the water quality index CWQI and Aquachem software Results: The results showed that water qualitative conditions in the two stations of Konarueyeh and Kahang-Sheibani are in high rank in different types of use. Hossein-Abad Station is in good condition for drinking and in terms of aquaculture in the border range and rank high for recreational activities, irrigation and livestock. Also, the analysis of the graphs obtained from Aquachem software showed that the river water of the Hossein-Abad station was in good order and the two another stations are in excellent condition. Conclusion: The cross sectional study of the chemical quality of the Haleil Rood river shows that the water river from the upstream to downstream is in excellent condition for drinking water. For agriculture, it is also within the range of high quality water. Based on the Piper diagram, the chemical quality of the river water is at the three stations studied, Sodium-Chloride. In addition based on the results, it is expected to be provided valuable information in connection with the use of water bodies by the local people of the study region.
Mina Mortazavi; Taher Shahryari; Farzaneh Fanaei; Behnam Barikbin
Abstract
Background and purpose: One of the fundamental factors of water quality management plan is being guaranteed the qualitative and quantitative stability of fresh water in water supply systems. Water safety plan is a systematic approach that guarantees the constant supply of drinking water emphasizing the ...
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Background and purpose: One of the fundamental factors of water quality management plan is being guaranteed the qualitative and quantitative stability of fresh water in water supply systems. Water safety plan is a systematic approach that guarantees the constant supply of drinking water emphasizing the prevention of water pollution from catchment to the consumer. Material and methods: WSP-QA TOOL is employed as an instruction in order to assess the safety circumstance and identify vulnerability of water supply system in Torbat Jam; so that the necessary information aligned with WSP approach was provided based on current evidence of water and waste water company and related organization and interviewing experts and then it was analyzed in Excel. Results: The results of this study showed that by obtaining 159 scores of the total score evaluated, only 36.14% of the accordance between the approach in Torbat Jam city water supply system and the approach proposed by the World Health Organization. Among this, the management procedures with 66.67% and the formation of the WSP team with the 10%, has dedicated the highest and lowest amount of the coincided implementation with the plan, respectively. Conclusion: Because of the inadequacy of the conventional water quality control approach, which instead of preventing contamination only detects it, has the potential to cause various contamination in the water supply system, especially through vulnerable system. Therefore, planning to implement and develop a water safety plan as a basic method for reaching the goal of water health.
Ayoub Khosravi Fard; Ghorban Vahabzadeh; Leila Gholami
Abstract
Background: Water is considered as a vital element in the life cycle. Therefore, water safety in drinking and agricultural fields is one of the communities’ necessities to protect health of humans and environment. Objective: The main objective of the present study was to evaluate and classify ...
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Background: Water is considered as a vital element in the life cycle. Therefore, water safety in drinking and agricultural fields is one of the communities’ necessities to protect health of humans and environment. Objective: The main objective of the present study was to evaluate and classify the water quality of Ghorbaghestan and Doab Merk Stations in Kermanshah Province owing to the importance of their drinking and agricultural uses as well as recent droughts in Kermanshah province and Gharasoo watershed resulting in discharge reduction of Gharasoo river. Material & Methods: The studied parameters of water chemical quality in this study were salts residual, acidity, electrical conductivity, bicarbonate, chloride, sulfate, magnesium, calcium, sodium, potassium, sodium absorption ratio and total hardness. In this study, the obtained data placed in the XLSTAT software. Then, the homogeneity and Mankendal numbers were drawn using Homogeneity and Petit tests in a period of 40 years. Also, the Paiper, Duru, Shuler and Wilcox diagrams were drawn in Ghorbaghestan and Doabmerck stations using the Aqua Chem software. Results: The classification results of Wilcox in Ghorbaghestan and Doabmerck stations showed that the samples placed in the class slightly salty (C2S1);therefore, the river water in these stations was almost suitable for agricultural. The Shuler diagram showed that the water quality was inappropriate for drinking in Ghorbaghestan and Doabmerck stations. Conclision: For improving the quality of river water and its efficient use, point and non-point pollutants entry into the river water especially urban and non-urban sewage should be prevented with long-term plans.
Soheil Sobhanardakani; Samireh Mahmodnezhad; Masoumeh Heydari
Abstract
Background & Objective: Heavy metals being among the major pollutants of aquatic ecosystems are considered as high-toxicity pollutants for organisms due to the non-biodegradable and persistent potential in the environment. Therefore, this study was carried out to analyse the presence of heavy metals ...
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Background & Objective: Heavy metals being among the major pollutants of aquatic ecosystems are considered as high-toxicity pollutants for organisms due to the non-biodegradable and persistent potential in the environment. Therefore, this study was carried out to analyse the presence of heavy metals (Zn, Cd, Cr and Cu) in water of Marivan River in 2013. Material & Methods: In this cross-sectional study, forty samples were taken from five selected stations during spring and summer seasons in 2013. After taken samples preparation, the concentrations of metal ions were investigated by spectrophotometry with three replications. All statistical analyses were performed using the SPSS 19.0 statistical package (p<0/05). Results: The results showed that the mean concentrations of metals (µg/l) in water samples for spring season were equal to 26.20±11.34, 0.73±0.06, 1.50±0.11 and 121.10±14.05 for Zn, Cd, Cr and Cu, respectively and in water samples for summer season were equal to 27.10±24.72, 0.72±0.05, 1.50±0.16 and 123.80±31.27 for Zn, Cd, Cr and Cu, respectively. Also, the mean concentrations of the evaluated metals compared with WHO and Iran DOE permissible limits showed a significant difference (P<0.05). That is, the mean concentrations of Zn, Cd, Cr and Cu were significantly lower than the permissible limits in both spring and summer seasons. Conclusion: Although the water of Marivan River was not contaminated to heavy metals during the study period. But due to the establishment and development of industrial, urban and agricultural activities along the river and its uncontrolled discharges of wastewater into the river, pollution and decrease of water quality in the near future is not unexpected.
Naser Rahimi; Masoud hamerezaee
Abstract
Background & Aims: Rivers are one of the most important water resources that play an important role to supply water requirements of different activities. and we able to make decisions about their application with their quality monitoring. This study was done to evaluate the right branch of ...
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Background & Aims: Rivers are one of the most important water resources that play an important role to supply water requirements of different activities. and we able to make decisions about their application with their quality monitoring. This study was done to evaluate the right branch of Sarugh River quality using National Sanitation Foundation developed the Water Quality Index (NSFWQI) and zoning obtained by geographic information system (GIS). Materials & Methods:In this cross sectional study, standard field parameters including dissolved oxygen, temperature, Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand, Most Probable Number of Coliforms, Fecal Coliform, Turbidity, Total Dissolved Solids, Total Solids, pH, Conductivity and others were measured at five different stations of right branch of Sarugh Tekab during the spring and summer in 2016. Sampling points were selected based on their importance. Water quality index was calculated using water quality index calculator based on National Sanitation Foundation (NSF) information system. Results:The highest value of NSFWQI of the samples was 85 in A station in April while the lowest value was 55 in E station in May. Based on NSFWQI categories, water quality in A station was found in good category, and in other stations, were found within Moderate. Decreasing value of Water Quality Index (WQI) may be attributed to the high values of BOD and Fecal Coliform number in the stations of water. Conclusion:Study results showed good water quality for A station that is suitable for various applications. In addition based on the results, it is expected to be provided valuable information in connection with the use of water bodies by the local people of the study region.
Rouya Peiravi; Hossein Alidadi; Allah Bakhsh javid; Ali Asghar Najafpoor; Habibollah Esmaeili; Fatemeh Joulaei
Abstract
Background and objectives: Water is the major challenging issue worldwide. In Iran, water shortage is more serious than other countries because it is located on arid and semi-arid region. The objective of this research was modeling of drought effects on variation of chemical water quality in the wells ...
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Background and objectives: Water is the major challenging issue worldwide. In Iran, water shortage is more serious than other countries because it is located on arid and semi-arid region. The objective of this research was modeling of drought effects on variation of chemical water quality in the wells of Kashaf Rood area in Mashhad plain in 2006-2010. Materials and Method: Quality and levelraw data(2006-2010) of 16 drinking water wells in Kashaf Rood area and also meteorological parameters were extracted. Data were analyezed by SPSS and Excel softwares and modeled was by STELLA software.Normal and Pearson corrolate test were used in significance level α= 0.05, to understand relationship between water level and quality. Results: Ground water level from 2006 to 2010 have had 6 meter loss. Mashhad plain experienced the least rainfall with an average annual 104.7 mm in 1998-99 and the most rainfall with an minimum annual 414.6 mm. Maximum temperature have been 35 to 40 0C in the hot months and also shortage rain and intensive water level loss were observed in these months in 1991-1992. Examination between water level variation and water ground indexes (TDS & TH) determined that all wells had no significant relationship between thoseparameters except wells No 5(p=0.028) and 9 (p=0.024). According to model results could be concluded model have good accuracy to estimate groundwater characteristics concentration. Conclusion: Mentioned ground water level loss in the area indicates need for appropriate planninig and management of water resources and rainfall so that will be prevented direct and indirect drought (ie: quality change) Paper Type: Research Article
Mohammad Saleh Ali Taleshi; Hamid Reza Azimzadeh; Mohammad Taghi Ghaneian; Seyedeh Mahdieh Namayandeh
Abstract
Background and objective: Every week, hemodialysis patients need to approximately 400 l of water for producing dialysis fluids. So, the quality of water used for treatment of hemodialysis patients is an important factor. This study evaluated the performance of reverse osmosis systems of Yazd educational ...
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Background and objective: Every week, hemodialysis patients need to approximately 400 l of water for producing dialysis fluids. So, the quality of water used for treatment of hemodialysis patients is an important factor. This study evaluated the performance of reverse osmosis systems of Yazd educational hospitalsdialysis centers for improving the quality of water used. Materials and Method: In this study, 48 samples of input and output of reverse osmosis systems collected in two educational hospitals during October to December in 2013. Then samples analyzed from the aspect of the physicochemical parameters such as calcium, magnesium, sodium, potassium, total dissolved solids (TDS), sulfate, chloride, total hardness (TH), EC and pH using standard methods of experiment and the results were analyzed using SPSS v.16. software. Results: The findings of research showed that there is significant difference with 99% confidence between input water to reverse osmosis from aspect of calcium, TDS, EC, pH. Results of paired T-Test and evaluation of performance of reverse osmosis showed that there is significant difference between water quality, before and after of system in the hospital No.1. Except chloride and sodium, there is a significant difference between water qualities in two phases in the hospital No.2. Conclusion: The results of this research showed that reverse osmosis system improves the quality of water used for hemodialysis significantly, but in continuous operation may be faced with reduced efficiency. Thus, using combination methods of water treatment is necessary to prevent the physicochemical pollution for ensuring the hemodialysis with good quality. Paper Type: Research Article