Study Area
Isparta is located in the Antalya Section of the Mediterranean Region and the Lakes Region of Turkey, positioned between 30°20' and 31°33' eastern longitudes and 37°18' and 38°30' northern latitudes. Covering a surface area of 8,933 km², Isparta has a population of 445,325, with 268,595 residents living in the city center. The municipal services, including the drinking and potable water network, are managed by the Isparta Municipality. The municipality sources drinking and utility water by disinfecting water from both underground and surface sources. A municipal drinking water treatment facility supplies water from Eğirdir Lake and Darıderesi Pond. Additionally, groundwater is collected, disinfected in the Andik region, and then distributed through a closed system by the Isparta Municipality.
Sampling
In this study, 10 tap water samples were collected from various locations within the city center. The sampling locations and the sources of water supply are depicted in Fig. 1, with their coordinates listed in Table 1. The tap water samples were gathered in two 1.5-liter containers for the analysis of gross alpha and beta concentrations, as well as heavy metal content, in February 2023. To prevent any loss due to the sorption of radioelements on the container walls and to minimize microbial activity, the pH of the collected samples was lowered to below 2 using HNO3 [16].
Yellow marked: Sampling locations, Blue marked: Tap water supplies locations of the city center
Figure 1. The sampling locations and water supplies of Isparta city center
Table 1. Tap water sampling coordinates |
Sample ID | Coordinates | S 1 | 37°45'04"N 30°34'34"E | S 2 | 37°45'15"N 30°32'23"E | S 3 | 37°45'04"N 30°31'45"E | S 4 | 37°46'56"N 30°31'39"E | S 5 | 37°45'57"N 30°31'28"E | S 6 | 37°46'13"N 30°30'50"E | S 7 | 37°45'59"N 30°32'52"E | S 8 | 37°45'57"N 30°34'04"E | S 9 | 37°47'04"N 30°33'15"E | S 10 | 37°49'08"N 30°32'01"E | |
Gross alpha and beta activity analyses and annual effective dose
The concentrations of gross alpha and gross beta activities were determined following the protocol established by the Environmental Protection Agency (EPA), as outlined by Eckeman [17]. Water samples, collected in 1.5-liter containers, underwent a pH adjustment to below 2 using HNO3 to prevent any loss through sorption of radioelements on the container walls and to minimize microbial activity [16]. The EPA 900 method was employed to measure the gross alpha and gross beta radioactive concentrations in these water samples. Experimental procedures were conducted at the Isotope Laboratory of the General Directorate of State Hydraulic Works (DSI). The results of gross alpha and gross beta activities from the 10 tap water samples are presented in Table 2. The calculation of the dose of gross alpha and gross beta activities resulting from the consumption of drinking water was performed using the Eq. 1 [18]:
$${DR}_{W}=A x {IR}_{W} x {ID}_{F}$$
1
Where DRw is the annual effective dose (µSv/year ), A is the activity concentration of isotopes (Bq/L ), IRW is the water consumption of a person in 1 year (L), and IDF is the dose conversion coefficient (Sv/Bq).
Table 2. The determined, gross alpha and gross beta activities |
| Activity (mBq/L) | Sample ID | Alpha | Beta | S 1 | 56 ± 24 | 142 ± 20 | S 2 | 56 ± 18 | 133 ± 17 | S 3 | 57 ± 15 | 123 ± 14 | S 4 | 45 ± 13 | 117 ± 13 | S 5 | 74 ± 16 | 155 ± 16 | S 6 | 37 ± 17 | 111 ± 15 | S 7 | 80 ± 23 | 140 ± 18 | S 8 | 55 ± 25 | 181 ± 23 | S 9 | 136 ± 32 | 160 ± 21 | S 10 | 87 ± 26 | 156 ± 21 | |
To estimate the annual effective doses, individuals were grouped into adults, children, and infants, following the recommendations of the International Commission on Radiological Protection (ICRP), as detailed by Aladeniyi [19]. Annual water consumptions were taken into account for each group, with values of 250 L for infants, 350 L for children, and 750 L for adults. The dose conversion coefficients for main alpha-emitting radionuclides such as 232Th, 210Po, 226Ra, 230Th, 234U, and 238U were sourced from literature, with values of 2.3x10− 4, 1.2x10− 3, 2.8x10− 4, 2.1x10− 4, 4.9x10− 5, and 4.5x10− 5 mSv/Bq, respectively. Additionally, the dose conversion coefficients for beta-emitting radionuclides including 40K, 228Ra, and 210Pb were obtained from WHO [20], with values of 6.2x10− 9, 6.9x10− 4, and 6.9x10− 4 mSv/Bq, respectively.
The mean values of alpha and beta-emitting radionuclides, calculated as 3.4 x 10− 4 mSv/Bq and 4.6 x 10− 4 mSv/Bq, respectively, were utilized to compute the annual effective dose for each group. The calculated annual doses are presented in Table 3
Table 3. The calculated annual doses |
Annual effective dose (µSv/year) | | Infant | Children | Adult | | Alpha | Beta | Alpha | Beta | Alpha | Beta | S 1 | 4.76 | 12.07 | 6.66 | 16.90 | 14.28 | 36.21 | S 2 | 4.76 | 11.31 | 6.66 | 15.83 | 14.28 | 33.92 | S 3 | 4.85 | 10.46 | 6.78 | 14.64 | 14.54 | 31.37 | S 4 | 3.83 | 9.95 | 5.36 | 13.92 | 11.48 | 29.84 | S 5 | 6.29 | 13.18 | 8.81 | 18.45 | 18.87 | 39.53 | S 6 | 3.15 | 9.44 | 4.40 | 13.21 | 9.44 | 28.31 | S 7 | 6.80 | 11.90 | 9.52 | 16.66 | 20.40 | 35.70 | S 8 | 4.68 | 15.39 | 6.55 | 21.54 | 14.03 | 46.16 | S 9 | 11.56 | 13.60 | 16.18 | 19.04 | 34.68 | 40.80 | S 10 | 7.40 | 13.26 | 10.35 | 18.56 | 22.19 | 39.78 | |
Lifetime cancer risk
To estimate the lifetime cancer risk the following Eq. 2 was used
Where LCR is the lifetime cancer risk, DRw is the annual effective dose (Sv/year ), LT is the lifetime ( 70 years) and RF is the risk factor (7.3x10− 2 Sv− 1 according to ICRP 1991 report) [21].
Heavy metal concentrations and cancer risk assessment
Tap water samples were collected in 1.5-liter bottles and underwent a pH adjustment to below 2 using HNO3. The concentrations of heavy metals, including As, Ba, Be, Cd, Cr, Cu, Hg, Pb, Se, and Tl, were determined using an ICP-OES 720 Axial from Agilent Technologies. The analysis was conducted at the laboratory center of Karamanoğlu Mehmetbey University. The results of the determined heavy metal concentrations are presented in Table 4. It is noted that the heavy metal "Be" was not detected in any of the samples, likely due to detection limitations
Table 4. The heavy metal concentration of tap water samples (ppm) |
Sample ID | As | Ba | Be | Cd | Cr | Cu | Hg | Pb | Se | TI | S 1 | 0.002 | 0.034 | 0.000 | 0.000 | 0.004 | 0.004 | 0.002 | 0.014 | 0.001 | 0.009 | S 2 | 0.002 | 0.048 | 0.000 | 0.000 | 0.003 | 0.005 | 0.003 | 0.001 | 0.003 | 0.008 | S 3 | 0.002 | 0.045 | 0.000 | 0.000 | 0.002 | 0.006 | 0.001 | 0.009 | 0.004 | 0.002 | S 4 | 0.001 | 0.045 | 0.000 | 0.000 | 0.000 | 0.006 | 0.003 | 0.008 | 0.002 | 0.002 | S 5 | 0.001 | 0.047 | 0.000 | 0.000 | 0.003 | 0.006 | 0.000 | 0.013 | 0.002 | 0.000 | S 6 | 0.002 | 0.042 | 0.000 | 0.001 | 0.003 | 0.003 | 0.000 | 0.007 | 0.001 | 0.009 | S 7 | 0.000 | 0.039 | 0.000 | 0.000 | 0.003 | 0.005 | 0.002 | 0.010 | 0.003 | 0.005 | S 8 | 0.002 | 0.034 | 0.000 | 0.000 | 0.002 | 0.005 | 0.001 | 0.011 | 0.006 | 0.002 | S 9 | 0.001 | 0.048 | 0.000 | 0.000 | 0.004 | 0.005 | 0.003 | 0.011 | 0.002 | 0.002 | S 10 | 0.003 | 0.035 | 0.000 | 0.001 | 0.003 | 0.005 | 0.001 | 0.004 | 0.004 | 0.004 | |
The carcinogenic and non-carcinogenic effects of heavy metal concentrations obtained from tap water on health were calculated with Eq. 3.
$$ADI=\frac{CxIRxEFxED}{BWxAT}$$
3
Where ADI is the average daily intake of heavy metals ingested from water (mg/kg-day). C is the heavy metal concentration in water (ppm). IR is the daily intake of water, 2.2 L/day. EF is the exposure frequency, 365 days/year. ED is the exposure duration, 70 years. BW is the body weight of the exposed individual (70 kg). AT is the time period over which the dose is averaged, 365 × 70 = 25.550 days for both carcinogens and noncarcinogens. [22].
The non-carcinogenic hazard quotient (HQ) was obtained by Eq. 4
Where the chronic reference dose values (RfD) are given in Table 5. [23]
Table 5. Reference dose and cancer slope factors of concentrations determined heavy metals |
Heavy metals | Reference dose Values (RfD) (mg/kg per day) | Cancer Slope Factor (SF) 1/(mg/kg per day) | Oral | Inhalation | Dermal | Oral | Inhalation | Dermal | As | 0.0003 | 0.0003 | 0.00012 | 1.5 | 15 | 1.5 | Pb | 0.0035 | 0.0035 | 0.00053 | 0.85 | | | Cd | 0.0005 | 0.001 | 0.00001 | 15 | | | Cr | 0.003 | 0.000029 | 0.00006 | 0.5 | 42 | 20 | Cu | 0.04 | 0.042 | 0.012 | | | | Hg | 0.0001 | 0.000086 | 0.021 | | | | Ba | 0.2 | | | | | | |
The non-carcinogenic effects of heavy metals on the population depend on the total HQ of the heavy metals in the water. It brings out another term hazard ındex (HI) as described by USEPA [23]. The hazard index was calculated with Eq. 5.
$$HI=\sum _{k=1}^{n}{HQ}_{k}=\sum _{k=1}^{n}\frac{{ADI}_{k}}{{RfD}_{k}}$$
5
Where HQk, ADIk, and RfDk are values of heavy metal k. To calculate the excess lifetime cancer risk according to the heavy metals Eq. 6 was used.
$$ELCR=\sum _{k=1}^{n}{ADI}_{k}\times {SF}_{k}$$
6
where ELCR is a unitless probability of an individual developing cancer over a lifetime. ADIk (mg/kg per day) is the average daily intake and SFk (1/(mg/kg per day)) is the cancer slope factor for the kth heavy metal, for n number of heavy metals [22].