Home > Distribution, Correlation, Source Apportionment, Bioaccessibility and Health Risk Assessments of Selected Metals in Water, Sediments, Soil and Fish from Mangla Lake, Pakistan
Distribution, Correlation, Source Apportionment, Bioaccessibility and Health Risk Assessments of Selected Metals in Water, Sediments, Soil and Fish from Mangla Lake, Pakistan
Freshwater resources are under severe threat by anthropogenic pollution all around the world. There is a dire need for proper environmental monitoring and assessment for future planning and management of these assets. The present investigation was carried out in order to evaluate the distribution, correlation, source identification, bioaccessibility, health/ecological risk assessment, seasonal and spatial variations of selected metals (As, Ca, Cd, Co, Cr, Cu, Hg, Fe, K, Li, Mg, Mn, Na, Ni, Pb, Se, Sr and Zn) in the water, surface sediments, soil and selected fish species from/around Mangla Lake, Pakistan. The samples were collected during summer, winter, pre-monsoon, monsoon and post-monsoon seasons. In addition, various physicochemical parameters, such as, pH, Temperature (T), Dissolved oxygen (DO), Total alkalinity (TA), Electrical Conductivity (EC), Total Dissolved Solids (TDS), Total Hardness (TH), Bicarbonate ion (HCO3 -), Residual Sodium Bicarbonate (RSBC), Sodium Adsorption Ratio (SAR), Percent Sodium (PS), Kelly’s Ratio (KR), Magnesium Calcium Ratio (Mg/Ca), Magnesium Adsorption Ratio (MAR), Permeability Index (PI) in the water and/or sediments/soil were also estimated. Water samples were also analysed for selected anions (fluoride, chloride, nitrate and sulphate), while soil/sediments were assessed for their particle size distribution and texture. In case of soil/sediments, chemical fractionation of selected metals was carried out by sequential extraction, employing modified Community Bureau of Reference (mBCR) procedure. Bioavailability of the metals was assessed by using calcium nitrate extraction. Measurement of the metal levels in water, sediments, soil and fish samples was accomplished by flame atomic absorption spectrophotometer and inductively coupled plasma mass spectrometer under optimum analytical conditions. Correlation analysis was used to identify the mutual viable relationships among the metals and multivariate analysis including principal component analysis (PCA) and cluster analysis (CA) were used to categorize the pollution sources. Pollution indices, including enrichment factor (EF), geoaccumulation index (Igeo), contamination factor (Cf), degree of contamination (Cdeg), potential ecological risk factor (Ei), potential ecological risk index (RI), potential acute toxicity (TU), individual contamination factor (ICF), global contamination factor (GCF), risk assessment code (RAC) and heavy metal pollution index (HEI) were calculated to appraise the ecological risks associated with the pollutants in freshwater reservoir. Water quality of the freshwater reservoir for drinking and irrigation purposes was also assessed. Health risk assessment including exposure assessment, margin of exposure, hazard quotients, estimated daily/weekly intakes, non-carcinogenic and carcinogenic risk assessment (via ingestion and dermal exposure) was calculated to evaluate the adverse health effects on the exposed population. The pH, EC, TDS and Cl- levels in the water samples were within acceptable limits, while DO contents were comparatively lower, manifesting reducing conditions in the reservoir. Among the metals, dominant contributions were found for Ca, K, Mg and Na, while As, Li, Se, and Mn showed relatively lower contributions in the water samples. Most of the metals in water samples exhibited random distribution. Strong metal-to-metal correlations were noted among various metal pairs in water samples which indicated their communal variations/contributions. Mean levels of As, Cd, Co, Cr, Ni and Pb were higher than the national/international water quality guidelines, thus emerging as potential pollutants in the reservoir. PCA and CA evidenced largely anthropogenic contributions for As, Cd, Co, Cr, Ni and Pb in the water reservoir, which was found to be heavily polluted by As, Cd, Co, Ni, Cr and Pb. Water samples were observed to be unsuitable for irrigation with respect to bicarbonate and RSBC levels in all seasons, however, on the basis of SAR, xxxv KR, PS, MAR and Mg/Ca, water was suitable and safe for irrigation. Similarly, IWQ index exhibited high to medium suitability of water for irrigation purpose. Heavy metal pollution index (HEI) and degree of contamination (Cd) suggested medium degree of pollution in the water. HQing and HI values for As, Cd, Co, Cr, Ni and Pb were higher than safe limit (unity) indicating non-carcinogenic risks to the local population. The sediments and soil samples revealed comparatively higher concentrations for Ca, Mg, Fe, Na, Mn and K, while lowest concentrations were noted for Hg, Se, Cd and Li. Electrical conductivity (EC) and TDS showed large variations in the sediments/soil samples. Generally, selected metal concentrations in the sediment and soil samples exhibited random distribution as evidenced by higher skewness, SD and SE values. Strong and significant correlations were noted among various metals in the soil and sediment samples thus manifesting their common variations/origin. Concentrations of most of the metals in sediments/soil were significantly higher at sampling sites located near highly urbanized/semi-urban areas. PCA and CA showed anthropogenic contributions of As, Cd, Cr, Co, Hg, Ni, Pb and Se in the sediment and soil samples. Particle size analysis exhibited sandy loam texture of the soil/sediments. Enrichment factor, geoaccumulation index and contamination factor showed that among selected metals, As, Cd, Co, Hg, Pb and Se were highly enriched and accumulated in the sediments and soil samples. Potential acute toxicity indicated by toxic units (TUs) of the metals revealed that among the selected metals, As, Cd, and Hg showed relatively higher potential toxicity in the sediment/soil samples. Potential ecological risk index indicated very high risk in the sediment/soil samples. Pollution load index, degree of contamination and potential ecological risk index indicated more contamination during pre-monsoon than other seasons. Sediment quality guidelines (SQGs) indicated that As, Cd, Hg, Ni and Pb are likely to result in frequently occurring harmful effects on sediment-dwelling biota. Health risk assessment of the metals via ingestion/dermal route in sediments/soil showed little/no risk. Sediment and soil samples were found to be heavily/significantly polluted by As, Cd, Cr, Co, Hg, Ni, Pb and Se. Overall, As, Cd, Co, Cr, Hg, Ni, Pb and Se were primarily contributed by anthropogenic intrusions such as, agricultural activities, industrial activities, fuel combustion, atmospheric deposition and recreational activities and Ca, Cu, Fe, Li, K, Mg, Mn, Na, Sr and Zn were mainly contributed by natural inputs in the reservoir. Concentrations of selected metals were also measured in the muscles, gills and scales of fish species (Cyprinus carpio, Catla catla, Hypophthalmichthys molitrix, Wallago attu and Sperata sarwari) collected from the water reservoir. Generally, fish species exhibited higher concentrations of Ca, Fe, K, Mg, Na and Zn, while lowest concentrations were observed for As, Cd, Hg and Li. Highest concentrations of most of the metals were found in the gills, followed by scales and muscles. Most of the metal levels in the fish samples exhibited symmetric and normal distribution, except Ca, K, Na and Zn which showed predominantly non-Gaussian distribution. PCA and CA evidenced anthropogenic contributions of As, Cd, Co, Cr, Hg, Ni and Pb in the fish muscles. EWI and EDI values of As, Cd, Cr, Hg, Ni and Pb were noted to be higher than the recommended PTWI and PTDI values, respectively. Higher MOE values for As, Cd, Cr, Hg, Ni, Pb and Se in the muscles specified higher dose exposure, which may result in chronic non-carcinogenic effects to the consumers. HQing revealed that contaminated fish consumption may cause non-carcinogenic risks associated with the elevated levels of As, Cd, Cr, Hg, Ni, Pb, Se and Zn. Target cancer risk (TCR) demonstrated that the consumption of fish from Mangla Lake on continuous basis can result in exposure of elevated contents of As, Cd, Cr, Ni and Pb with a significant probability of lifetime carcinogenic risk to the consumers.
ایٹمی توانائی کا پرامن استعمال آنکھ جو کچھ دیکھتی ہے لب پہ آ سکتا نہیں محو حیرت ہوں کہ دنیا کیا سے کیا ہو جائے گی ہماراوطن عزیز پاکستان بھی ایک ترقی پذیر ملک ہے۔ اسے اپنی تعمیر وترقی کے لیے مختلف ذرائع و وسائل سے کام لینا چا ہیے۔ ہمارے مشہور وسائل قوت، معدنی تیل، قدرتی گیس، برقی طاقت اور بائیوگیس وغیرہ ہیں۔ شمسی توانائی بھی ایک وسیلہ قوت ہے لیکن اس سلسلے میں ابھی تک کوئی قابل قدر پیش رفت نہیں ہوئی ۔تعمیر وترقی کے میدان میں ہماری ضروریات اس قدر وسیع اور لامحدود ہیں کہ موجودہ وسائل اور ذرائع قطعاً نا کافی ہیں۔ اس لیے ہمیں لامحالہ ایٹمی توانائی کے حصول اور پھر اس کے پرامن استعمال پر اپنی مساعی اور کوششوں کو مرکوز کرنا ہے۔ بڑھتی ہوئی آبادی اور پیہم روز افزوں ضروریات کے پیش نظر اگر ہم نے اس شعبے میں غفلت اور کوتاہی سے کام لیا تو ہماری تعمیر وترقی کا تمام تر نظام اور پروگرام درہم برہم ہو کر رہ جائے گا۔ اپنی توانائی کے حصول کے بعد اس سے ایٹمی دھما کہ مطمع نظر نہیں ہونا چاہیے بلکہ اس کا پر امن استعمال پیش نظرر ہے۔ اس سے منشاء اور مراد ہو کہ ٹیکنالوجی کے شعبے میں استحکام اور فروغ ہوتا کہ اپنے پاؤں پر کھڑا ہوسکیں اور عوام کو پر مسرت زندگی کی ساعتیں دے سکیں۔ ایٹمی ٹیکنالونی میں پیش قدمی کا صنعت و زراعت پر اچھا اثر پڑتا ہے۔ ایٹمی پیش رفت نے الیکٹرانک انڈسٹری پر خوشگوار اثر ڈالا ہے اور بہتر نتائج سامنے آرہے ہیں۔ تعلیم کے میدان میں بھی کافی ترقی ہوئی ہے۔ ایٹمی توانائی کے پرامن استعمال سے ہم اپنے مختلف شعبہ ہائے زندگی میں عظیم انقلاب برپا کر سکتے ہیں مثال کے طور پر ہم تکنیک استعمال کر کے زرعی پیداوار میں دس...
Khushal Khan Khattak, a seventeenth century Pakhtun writer, poet and swordsman, and his forefathers had served the Mughal for a long time. However, his fortune took a sudden twist when Mughal Emperor Aurangzeb imprisoned him in 1664, and kept him in solitary confinement at Ranthambore fort. After his release from prison, Khushal Khan was a different person. He remained no more a loyal Mughal official afterwards. Although, Aurangzeb Alamgir and a number of Mughal governors of Kabul tempted him several time to accept a position in the frontier areas but he out-rightly declined. This transformation is clearly visible in his poetry. He took up arms against the Mughals in 1673 and declared a war against them despite the fact that some of his family members even his son had sided with the Mughals. He continued his anti-Mughal struggle till his death in 1689. Some of the critics look at the antiMughal role of Khushal Khan with suspicion and have raised a few queries in this connection. This study looks into the circumstances that saw transformation in his outlook towards the Mughals. Then it explores, whether it was a personal vendetta or the start of a collective anti-Mughal Pakhtun struggle. The article looks into various dimensions, nature and direction of his struggle. This research paper is an attempt to evaluate objectively as to why and how Khushal Khan joined the anti-Mughal camp in the borderland area. Some more related questions are also discussed in details in this article.
The aim of the study is to find the relationship between transformational leadership style its facets i.e idealized influence behavior, idealized influence attribute, inspirational motivation, intellectual stimulation, individual consideration and transactional leadership styles and its facets, i.e. contingent reward, management by exception active and passive and performance with mediating role of organizational culture. The quantitative method i.e. deductive approach survey method for data collection is used. This study is cross sectional so data is collected one time. Total population of this study is 64 branches of all public and private banks in which 1012 employees are working. Total 278 was population but 450 questionnaires are distributed and 319 questionnaires are collected back. Correlation analysis, hierarchical multiple regression and ANOVA and T-Test are used for analysis. Transformational transactional leadership styles and performance and culture are related with each other also results of regression show that culture does act as mediator on the relationship between transformational transactional leadership styles and performance. Results of ANOVA and t-test also show significant differences upon motivation. As this study is conducted on banks so findings can be generalized only on banking sector not other sectors.