{'fraction_non_alphanumeric': 0.03892970720473736, 'fraction_numerical': 0.026044522425704573, 'mean_word_length': 4.67662620603797, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 11, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Comparison of heavy metals contamination and ecological risk between soils enriched with compost and chemical fertilizers in the North of Iran and ecological risk assessment

Background: Nowadays, uncontrolled use of chemical fertilizers in agriculture is one of the reasons for the entry of heavy metals into the environment. In this study, the heavy metals contamination of the soils enriched with compost and chemical fertilizers in the North of Iran and its ecological risk assessment were evaluated. Methods: In this study, 108 soil samples were collected from agricultural soils of some places of Babol in Mazandaran province. An atomic absorption spectrophotometer (PG-990) was used to determine the concentrations of lead, cadmium, and zinc in the soil samples. The assessment of soil contamination was performed by the contamination factor, degree of contamination indices, and the potential ecological risk of the heavy metals. Data were analyzed using SPSS version 22. Descriptive and chi-square tests were used to compare the mean with existing standards. Significant level was considered at P < 0.05. Results: The highest lead concentration (35.7 ± 9.5 mg/kg) was observed at 5-cm depth, and the maximum cadmium (1.1 ± 0.2 mg/kg) and zinc (88 ± 22.6 mg/kg) concentrations were observed at 15-cm depth. The results showed that lead, cadmium, and zinc concentrations in the agricultural soils enriched with compost fertilizers were acceptable, but agricultural soils enriched with chemical fertilizers indicated higher content than those enriched with compost fertilizers and higher than the maximum allowable concentration. The maximum contamination degree, pollution index, and potential ecological risk in the agricultural soils enriched with the chemical fertilizers were 15.77, 1.97, and 293.48, respectively, and these soils had low potential pollution and moderate ecological risks. Conclusion: According to the results, it is necessary to use compost fertilizers for the agricultural soils enrichment.


Introduction
Soil is an important element of nature that is exposed to various pollutions such as heavy metals (1,2). In general, heavy metal contamination of soil comes from natural and human sources. In natural source, which refers to the natural nature of the earth, heavy metals of the rocks enter the soil through erosion of water, wind, weathering, and atmospheric precipitation (3). Soil contamination with heavy metals caused by human activities include the discharge of industrial plating and melting effluent (4,5), urban sewage sludge and agricultural drainage containing heavy metals (6), as well as the high consumption of chemical fertilizers and pesticides, increase the soil pollution of the world (7,8).
The main concern about heavy metals is that they are not metabolized in the body and accumulate in the fat tissues, muscles, bones, and joints, resulting in numerous diseases and complications (9,10). The effects of heavy metals on human beings are different, the most important of which is the development of neurological disorders, carcinogenesis, genetic disorders, and complications of bearing abnormal child (11). Cadmium is one of the most widely distributed metals in the environment. The main source of this metal is chemical compounds derived from plating and melting industry in addition to phosphate fertilizers consumed in agriculture (12). This metal is easily absorbed by the plants and has high toxicity. This toxic metal accumulates in tissues like liver and kidneys, causing lung and prostate cancers, arthritis and bone pains, anemia, and increased blood pressure in humans (6,13). Lead (Pb) can cause side effects, such as abnormal hemoglobin synthesis and anemia, hypertension, kidney damage, abortion, nervous system disorders, brain damage, child's decreased ability of learning and behavioral disorders in children, such as aggression and hyperactivity (14). Azimzadeh (15). Parente et al studied heavy metals (Pb, Cd, Cr, Zn, Cu, Mn) concentrations in the soils enriched with poultry fertilizers in Rio de Janeiro upland region and evaluated the potential ecological risks in these soils (16). In another research, Srinivasa Gowd et al evaluated the contamination of heavy metals (Pb, Cr, Zn, Sr) in the soils of Ganga plain, Uttar Pradesh, India. They assessed heavy metals contamination in the soils based on the geoaccumulation index, enrichment and contamination factors, and degree of contamination (17). Mazandaran province and Babol are among the important agricultural poles in Iran. Agricultural products, especially fruits and vegetables, are exported from the city to other parts of the country. The amount of urea and phosphate fertilizers used in the agricultural areas of this city is 13 000 and 4000 tons per year, respectively (15,18). Since agricultural soils can be a way to transport heavy metals into the human body, it is necessary to assess the heavy metals contamination level of agricultural soil. This study was conducted to investigate the concentration of heavy metals in the soils enriched with compost and chemical fertilizers in Babol (Mazandaran province) and to assess their contamination factors and potential ecological risks.

Materials and Methods
Babol, a city located in the Northern Iran with a population more than 1 000 000, is the most populous city in Mazandaran province. The height of the city is 2 m below the open seas. Babol is located at latitude and longitude of 20'44'52° and 15'24'36°, respectively. The mean annual rainfall and temperature of the city are 799 mm and 17.1°C, respectively. The city has many rivers, especially the Babel River, which flow into the Caspian Sea (17). Samples were collected from agricultural soils of the Eastern, Western, and Southern regions of Babol, Mazandaran province, in the Northern Iran ( Figure 1) in the winter and summer of 2017. Totally, 108 soil samples were randomly collected from the studied regions. Any soil sample (approximately 1 kg) was taken from a surface area of 20 cm × 20 cm at 5-cm and 15-cm depths, and transferred to the laboratory using polyethylene bags. The soil samples were first airdried at room temperature for 1 week, and then, passed through a 2-mm and 0.15-mm sieve, respectively, for a two-stage chemical analysis (18,19).

Analysis of heavy metals in soil samples
The concentration of Pb, Cd, and Zn in each soil sample was measured at specific wavelengths (Pb = 2383.5 nm, Cd = 288.8 nm, and Zn = 13.29 nm) (16,19). To control the quality of the analyses, three blank samples were prepared along with other samples. Stock standard solutions of Cd, Zn, and Pb were provided at a concentration of 1000 mg/L in a solution containing 0.5 M HNO 3 (ultrapure) supplied by Merck (Germany). Only deionized water was used to prepare solutions for analysis. The final dilution of standard solutions was done by 0.5 M HNO 3 (HNO 3 65%). This dilution of nitric acid (HNO 3 ) was also used as the zero-setting solution for calibration. This process was done to match the acid matrix of standards with samples. The calibration curve was established using the standard solutions (19,20).

Instruments
In this study, a PG990 atomic absorption spectrophotometer equipped with deuterium background correction, and Cd, Zn, and Pb hollow-cathode lamps as the radiation source, was used. The operating parameters were set as recommended by the manufacture. Atomic absorption measurement was carried out in an air-acetylene flame. The acetylene flow rate and burner height were adjusted in order to obtain the maximum absorption signals while aspirating the analyte solution containing 0.5 M HNO 3 .

Analytical characteristics
For instrumental conditions used, the analytical detection limit was 0.0028, 0.012, and 0.003 mg/L for Cd, Pb, and Zn, respectively. The sensitivity, standard deviation (SD), and precision of analytical condition were evaluated. Fiveto-eight-point calibration curves were prepared for each element with aspiration of the standard solutions (1-1.5 mL). Analysis of each sample was carried out three times with integration time of 3 seconds to obtain a relatively standard deviation of 5% or less within the calibration range. Zn, Cd, and Pb concentrations were determined using a deuterium background correction. In this study, 6 working standard solutions were obtained for Zn (0.00, 0.5, 1, 2, 4, and 6 mg/L), 7 standard solutions for Pb (0.00, 0.312, 0.625, 1.25, 2.5, 5, and 10 mg/L), and 8 standard solutions for Cd (0.00, 0.018, 0.039, 0.078, 0156, 0.312, 0.625, and 1.25 mg/L), which were prepared from the standard stock solution (1000 mg/L) purchased from Merck (Germany). Serial dilutions were carried out and acidified using nitric acid 2%. Analytical characteristics of elements are shown in Table 1. Data were analyzed using SPSS version 22. Descriptive and chi-square tests were used to compare the mean with existing standards. Statistical significant level was considered at P<0.05.
Determination of contamination factor (C f ) and degree of contamination (C deg ) The assessment of soil contamination is performed by the contamination factor (C f ) and degree of contamination (C deg ) indices. The C f i of a metal is determined by the following equation: Where C m i is mean concentration of metals (mg/kg) and C n i is the natural concentration of individual element (background level) (mg/kg). The C f i is the single element index and the sum of contamination factors for all metals is indicated by the C deg of the location. The degree of contamination is classified into four classes (20,21): 1. C deg < 8 => Low degree of contamination 2. 8 < C deg < 16 => Moderate degree of contamination 3. 16 < C deg < 32 => Considerable degree of contamination 4. C deg > 32 => Very high degree of contamination Evaluation of pollution index (PI) The pollution level of a metal is determined by the single pollution index (PI i ). PI i is calculated using the following equation: Where C i is a metal concentration in a soil sample (mg/kg) and S i is the reference value (mg/kg). The total potential pollution of the soils by the heavy metals was evaluated by the Nemerow integrated pollution index (NIPI).
Estimation of the potential ecological risk The potential ecological risk of heavy metal in the soils was evaluated using the ecological risk index (RI) (15,22). The RI index was determined by the sum of risk factors of the metals: Where Er i is the risk factor of any metal, and is determined using Eq. (5): Where Ti is the toxic-response factor for any metal. The Toxic-response values of Pb, Cd, and Zn were 5, 30, and 1, respectively. And C f i is the metal contamination factor calculated from the measured concentration (C i ) and the background concentration (B i ) of the metal (mg/kg).

Results
Analysis of the collected data displayed that the mean and highest concentrations of Cd (0.7 and 0.9 mg/ kg) were found in the Western Babol (S3) and the soils enriched with chemical fertilizers (Figure 2). The lowest concentration of Cd (0.1 mg/kg) was found in S1 location and the soil enriched with compost fertilizer (Figure 2). Table 2 shows the properties of the agricultural soil samples in the studied areas. According to this table, 61% of the soil texture in the surface area (1-20 cm) is sand and soil texture class is sand-loam. Also the soil pH is slightly alkaline and moisture content is more than 40%. The mean and highest concentrations of Pb (35.5 and 63.8 mg/kg) were found in the Western region (S3) and soil enriched with chemical fertilizer (Figure 3). Moreover, the minimum concentration of Pb (13.2 mg/kg) was observed in S1 location and the soils enriched with compost organic fertilizer. The mean and highest concentrations of Zn (70.5 and 95.8 mg/kg) were found in S3 location and the soils enriched with chemical fertilizer (Figure 4). The minimum concentration of Zn (23.5 mg/kg) was found in the Eastern region (S2) and the soils enriched with compost organic fertilizer ( Figure 4). The results obtained from the mean concentration of heavy metals in the studied areas and their comparison with the allowable concentrations of these metals in Iran and other countries showed that the Pb and Zn contents are less than the maximum allowable concentration of contaminant. However, the mean concentration of Cd in    Table 3). Evaluation of the heavy metals concentration illustrated that the highest concentration of Cd, Pb, and Zn (0.9, 62.5, and 95.8 mg/kg) in the enriched soils with chemical fertilizers at a 5-cm depth was found in S3 location. Statistical tests represented that there was a difference between the mean concentrations of Cd, Pb, and Zn in the agricultural soils of the studied regions, but this difference was not significant (P value= 0.08, 0.07 and 0.06) ( Table 4). The mean concentrations of Pb, Zn, and Cd at different depths of agricultural soils in different regions illustrated that the highest concentrations of Pb were related to all locations at a 5-cm depth and the maximum concentration of Cd and Zn in different locations was associated to 15-cm depth ( Table 5). As shown in Table 5, there was no significant difference between mean Pb concentration in the agricultural soils and soil depth. However, there was a significant difference between mean concentrations of Zn and Cd at depths of 5 and 15 cm (P=0.02) ( Table 5). The mean and highest amounts of the NIPI of the soils enriched with compost and chemical fertilizers were 1.20 and 1.44; 1.64 and 1.97, respectively, and belonged to S3 location (Table 6). Table 7 shows the contamination level and ecological risk factors of the selected metals in the soil samples enriched with compost and chemical fertilizers. Maximum C f of Cd, Pb, and Zn in the soils enriched with compost were determined to be 5.67, 1.44, and 3.22, respectively, and in the soils enriched with chemical fertilizer were obtained   to be 9.33, 1.85, and 4.59, respectively. The degree of contamination (C deg ) of different locations (S1, S2, S3) in the soils enriched with compost fertilizer were 5.87, 6.96, 7.53, and 6.79, respectively, and in the soils fertilized with chemical fertilizer, were 10. 28, 9.11, 10.39, and 9.93, respectively. The maximum C deg in the soils enriched with compost and chemical fertilizers were 10.30 and 15.77, respectively.

Discussion
The results of measurement of the concentration of heavy metals in the soil of the studied regions indicated that among the three studied metals (Pb, Zn, and Cd), the mean concentration of Cd in both seasons was higher than the standard value of Iran, China, and the United States (1 mg/kg) (16,22). Cd, which is easily absorbed through the root and creates toxicity in the food chain, is undoubtedly the most important pollutant in agricultural soils and plant products (16). Nevertheless, since the concentration of Cd is not high in the natural soils of the studied regions, Cd contamination in the region cannot be attributed to natural factors, such as the soil and geology of the area or the water used to irrigate agricultural soils. Therefore, as mentioned in studies by Williams and David (23), Schipper et al (24), and Salmanzadeh et al (25), the use of chemical fertilizers can lead to Cd contamination in some soil samples, so that the mean concentration of Cd is higher in soils enriched with chemical fertilizers  (27). The most important reason for this difference between the metals is due to reduced dissolution and low mobility of Pb compounds in the soil so that the Pb released in the soil is fixed in the layers of the soil and does not penetrate into the underlying layers of the soil (28). In contrast, Zn and Cd compounds have high solubility and mobility in the soil, so that these metals gradually transfer from the surface layers to the deep layers of the soil (29,30). Ecological risk factors are the most important parameters for the assessment of heavy metals effects in soils on human beings and environment (31,32). In this study, the maximum and mean ecological risk factors of Cd, Pb, and Zn in the soils enriched with chemical fertilizers was higher than those in the soils fertilized with compost fertilizers. The average value of the potential ecological risk of the heavy metals (Cd, Pb, and Zn) in soils enriched with compost and chemical fertilizers were determined 106.08 and 178.89, respectively, indicating low and moderate ecological risk, respectively. The maximum ecological risk of the heavy metals was found in the soils fertilized with chemical fertilizer, which shows a considerable ecological risk. Ecological risk order of the heavy metals in the soils enriched with compost and chemical fertilizers was Cd > Pb > Zn, indicating that Cd is the most important risk factor. In the study of Liu et al, the potential ecological risk of the vegetables soils in the order of Cd > Pb > Cu > Cr > Zn were determined (33). Sayadi et al assessed the potential ecological risk of Pb, Cd, Cu, Zn, and chrome in the agricultural topsoil of Amirabad district in Birjand. This study showed that the ecological risk of the heavy metals in the residential areas soils was high, but in the agricultural and livestock soils, it was low (34).

Conclusion
The levels of Pb and Zn in the soil were less than the standard value due to the lack of industrial factories in the region. Nevertheless, the use of chemical fertilizers led to the gradual accumulation of heavy metals in the soil. The results of the present study represented that the concentration of the studied metals was according to the national standards, but the concentration of heavy metals in the agricultural soils enriched with chemical fertilizers was high. In addition, the contamination factors and potential ecological risks in the soils enriched with chemical fertilizers were higher than those in the soils enriched with compost fertilizers. Thus, it is recommended to use compost organic fertilizers for enriching agricultural soils.
In addition, the results suggested that the concentration of Pb was higher in the surface layers than deep layers while the concentrations of Cd and Zn were higher in deep layers than surface layers of the soil.