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Soil sampling locations in the Shaoguan City (A), China (B), and Guangdong Province (C). 

Soil sampling locations in the Shaoguan City (A), China (B), and Guangdong Province (C). 

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A total of 455 agricultural soil samples from four nonferrous mines/smelting sites in Shaoguan City, China, were investigated for concentrations of 10 heavy metals (As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb, and Zn). The mean concentrations of the metals were 72.4, 5.16, 13.3, 54.8, 84.5, 1.52, 425, 28.2, 529, and 722 mg kg−1, respectively. The values for...

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... past few decades have seen the rapid emergence of various contaminants, such as heavy metals (Adriano, 2001; Lu et al ., 2012). Heavy metals pose great risks to the environment and human health, especially once they concentrate in agricultural soils (Türkdo gan et al ., 2003). The inputs are largely linked to natural processing and/or anthropogenic activities (Rodrıguez-Martin et al ., 2006). Anthropogenic activities, such as mining, smelting, and the abuse of pesticides, are major contributors to the heavy metal pollution found in agricultural soils of China (e.g., Wong et al. , 2002; Cai et al ., 2012). Metals can be transferred from soil to ecosystem components (Huang et al ., 2007; Xu, 2001). In particular, bioaccumulation in the edible parts of crops is one of the most relevant for human health (Hani and Pazira, 2011; Khan et al ., 2008). Consequently, investigations into the levels of heavy metals in agricultural soils deserve more attention in order to provide a benchmark for monitoring and assessing soil pollution by heavy metals (Fu and Wei, 2013; Zhang et al ., 2008). Surveys of heavy metals in agricultural soils have been extensively performed in China in the past few decades, including in Beijing (Huo et al ., 2009), Dongguan (Cai et al ., 2010), Shanghai (Meng et al ., 2008), Huizhou (Cai et al ., 2012). These surveys have found considerable pollution by heavy metals in agricultural soils, especially in some areas near urbanized and industrialized zones and wastewater irrigation regions. However, most of these studies are specifically focused on local areas. Shaoguan City is a representative area of mining activities in northern Guangdong Province, China (Yang et al ., 2003). This area is mainly engaged in mining and smelting, including at the Fankou Pb/Zn Mine, Lechang Pb/Zn Mine, Shaoguan Metallurgical Refinery, and Dabaoshan Mining Group (Figure 1). Previous studies report high levels of heavy metals, such as cadmium, lead, and zinc, in soils of this area (Shu et al ., 2004; Yang et al ., 2003). In particular, mean reported concentrations of Pb, Zn, Cu, and Cd are 1490, 1420, 680, and 13.6 mg kg − 1 , respectively, in agricultural soils which received Pb/Zn mining wastewater for more than 50 years (Yang et al ., 2003). Moreover, a similar type of metal pollution has been found around the Fankou and Lechang Pb/Zn Mines (Figure 1), two sub-regions of Shaoguan City (Yang et al ., 2010). These observations actually reveal ...
Context 2
... past few decades have seen the rapid emergence of various contaminants, such as heavy metals (Adriano, 2001; Lu et al ., 2012). Heavy metals pose great risks to the environment and human health, especially once they concentrate in agricultural soils (Türkdo gan et al ., 2003). The inputs are largely linked to natural processing and/or anthropogenic activities (Rodrıguez-Martin et al ., 2006). Anthropogenic activities, such as mining, smelting, and the abuse of pesticides, are major contributors to the heavy metal pollution found in agricultural soils of China (e.g., Wong et al. , 2002; Cai et al ., 2012). Metals can be transferred from soil to ecosystem components (Huang et al ., 2007; Xu, 2001). In particular, bioaccumulation in the edible parts of crops is one of the most relevant for human health (Hani and Pazira, 2011; Khan et al ., 2008). Consequently, investigations into the levels of heavy metals in agricultural soils deserve more attention in order to provide a benchmark for monitoring and assessing soil pollution by heavy metals (Fu and Wei, 2013; Zhang et al ., 2008). Surveys of heavy metals in agricultural soils have been extensively performed in China in the past few decades, including in Beijing (Huo et al ., 2009), Dongguan (Cai et al ., 2010), Shanghai (Meng et al ., 2008), Huizhou (Cai et al ., 2012). These surveys have found considerable pollution by heavy metals in agricultural soils, especially in some areas near urbanized and industrialized zones and wastewater irrigation regions. However, most of these studies are specifically focused on local areas. Shaoguan City is a representative area of mining activities in northern Guangdong Province, China (Yang et al ., 2003). This area is mainly engaged in mining and smelting, including at the Fankou Pb/Zn Mine, Lechang Pb/Zn Mine, Shaoguan Metallurgical Refinery, and Dabaoshan Mining Group (Figure 1). Previous studies report high levels of heavy metals, such as cadmium, lead, and zinc, in soils of this area (Shu et al ., 2004; Yang et al ., 2003). In particular, mean reported concentrations of Pb, Zn, Cu, and Cd are 1490, 1420, 680, and 13.6 mg kg − 1 , respectively, in agricultural soils which received Pb/Zn mining wastewater for more than 50 years (Yang et al ., 2003). Moreover, a similar type of metal pollution has been found around the Fankou and Lechang Pb/Zn Mines (Figure 1), two sub-regions of Shaoguan City (Yang et al ., 2010). These observations actually reveal ...
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... of heavy metals in Shaoguan City; however, systematic studies on concentrations and possible sources of heavy metals are limited. In this work, concentrations of As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb, and Zn in agricultural topsoil collected around four nonferrous mines/smelting sites were quantified. The main aims of this study were: (1) to determine the concentrations of the 10 heavy metals; (2) to assess the potential ecological risk of heavy metals; and (3) to identify the possible sources of heavy metals using multivariate analysis. The sampling scheme was carried out from March to July 2010. The sampling period was chosen in order to reduce an influence of precipitation and to meet the need of collect- ing plant samples. A total of 455 agricultural plots were chosen around four nonferrous mines/smelting sites in Shaoguan City. At least five random subsamples were collected at each plot and mixed into one composite sample at a depth of 0-20 cm using a stainless-steel auger. Among these samples, 117 were collected around Lechang Pb/Zn Mine, 171 around Fankou Pb/Zn Mine, 121 around Dabaoshan Mining Group, and 46 around Shaoguan Metallurgical Refinery (Figure 1). Typic paleudults, aquic kanhaplohumults, and andic Hapludox, all with Kaolin-based mineral composition, according to the taxonomy suggested by Food and Agriculture Organization of the United Nations (FAO), dominate in the area. Rice, water spinach, and pawpaw tree are the three main crops in the sampling region. Under field condition, pH, EC, Eh, and moisture content were determined using a Redox potential analyzer (FJA-15, Nanjing Chuan-Di Instrument & Equipment Co., Ltd., China). All of the soil samples were transported to Guangdong Key Laboratory of Plant Resources, Sun Yat-sen University, where they were air-dried at ambient temperature for about one week. The samples were sieved to remove stones and plant debris, mechanically ground to pass through a 2 mm nylon sieve, and then mixed thoroughly to obtain representative samples. The pretreated soil samples were stored in polyethylene bags at 4 ◦ C until chemical ...

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... The Pearson's correlation coefficient can be used to analyze the correlation between the heavy metal contents; then, the information regarding the sources of the heavy metals can be obtained [9,33]. When there is a significant positive correlation between soil heavy metal contents, it indicates the existence of homology, common geochemical activities, or similar aggregation characteristics between these heavy metals [34,35] and, vice versa, that there are significant differences in their sources [35,36]. The spatial distribution utilizes the Kriging spatial interpolation method, which is theoretically capable of providing the best linearly unbiased estimation of regional variables in a finite area. ...
... The Pearson's correlation coefficient can be used to analyze the correlation between the heavy metal contents; then, the information regarding the sources of the heavy metals can be obtained [9,33]. When there is a significant positive correlation between soil heavy metal contents, it indicates the existence of homology, common geochemical activities, or similar aggregation characteristics between these heavy metals [34,35] and, vice versa, that there are significant differences in their sources [35,36]. The spatial distribution utilizes the Kriging spatial interpolation method, which is theoretically capable of providing the best linearly unbiased estimation of regional variables in a finite area. ...
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Metal beneficiation activities may cause soil pollution in the surrounding cropland, making it crucial to conduct heavy metal pollution assessment and source analysis of the cultivated land in mining areas for the protection of the ecological environment and human health. In this study, a total of 205 surface soil samples (0–20 cm) were collected on site from the Tianheba cropland near the lead–zinc concentrator in Xieping Village, Huixian County, Gansu Province, China; their pH values and their SOM, Zn, As, Cd, Cr, Hg, and Pb contents were determined. Based on the data, we used the Kriging spatial interpolation, the Nemero index, the index of geoaccumulation, and the PMF model to analyze the characteristics of the spatial distribution of soil heavy metals in the region, the degree of contamination, the sources, and the contribution rate. The results indicated that the heavy metals with contamination levels in the Tianheba cropland were Cd, Zn, Pb, Hg, As, and Cr in descending order, with the average concentrations of Cd (0.39 mg/kg), Zn (122 mg/kg), Pb (30.4 mg/kg), and Hg (0.07 mg/kg) being significantly higher than the background values of the Gansu soils. The soil in the region as a whole was heavily polluted; it was heavily polluted with Cd, moderately polluted with Zn, and mildly polluted with Pb. Hg had a larger value in the index of geoaccumulation. By analyzing the spatial distribution and sources of the soil metals, it was found that the cropland contaminated with heavy metals in Tianheba was distributed around the mineral processing plant and the infiltration area of the canal. The PMF model revealed three pollution sources: the industrial source related to mining activities, the fertilizer application source, and the natural source. This study provides a scientific basis for the precise management of heavy metal pollution in the area.
... Soil As pollution in GZ 4-6 sites was the result of certain geological As sources based on our previous site survey (Fan 2020). The contamination in SG 1-3 sites resulted from the discharge of As-bearing wastes (Liu et al. 2017;Xu et al. 2022;Zhou et al. 2015), which caused As accumulation in the subsoil. In contrast, soil As pollution in GZ 1-3 sites exhibited relatively lower content under the strict regulatory standard for waste discharge from urban factories. ...
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... Overall, the results of other research on heavy metals I geo values in the soil samples suggest that the soil in that area is contaminated by the Pb and Zn derived from anthropogenic sources On the other hand, the mean I geo value of Cd indicates that the soil is lowly contaminated with Cd [47]. Baghaie and Aghilli (2019) ...
... The comparison of As content in the soil samples of this study with the results of arsenic content in Pb/Zn mine areas around the world is shown in Table 2. Table 2 shows that the As concentrations in soil samples reported by this study were close to the As concentrations in the Pb/Zn mine site in Guangxi province, China [28], and Sichuan province, in China [32]. The As concentration in the soil samples in this study was significantly less than in the three soil samples of the Pn/Zn mining area in India [27], South Nigeria [30] and Yunnan province in China [29]. The difference in As concentration in soil samples in Pb/Zn mine areas around the world might be speculated by the difference in physicochemical properties of each soil sample in each studying area, the history of ore mining in those areas, and the human impact in the mining process ...
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... Over time, various workers used different indices for appraising the degree of contamination in metal-loaded soils. For example, Zhou et al. (2015) used geo-accumulation index, while Rodriguez-Seijio et al. (2016) evaluated metal-contaminated soils with pollution index and integrated pollution index. Ali et al. (2016) used pollution load index to evaluate level of contamination in a metal-rich soil. ...
... The S1 site was highly metal-contaminated as per the IPI index. Uses of pollution index to assess the level of soil degradation due to metal pollution have been limited to a number of studies (Golui et al., 2019;Zhou et al., 2015;Ololade, 2014;Sabo et al., 2013). Moreover, in index-based approach there is limited scope to include solubility of metals as governed by important ...
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... The highest coefficient of variation of Pb is 105.6% (Table 4), followed by As of 85.9%, which indicates that the high variability of these metals in soil. It also demonstrates that those elements (i.e., As, Pb) were originated from anthropogenic and human activity sources (Zhou et al., 2014). The accumulation trend of soil Cd and Pb was significant. ...
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Extensive mineral exploitation activities in history have aggravated potential toxic elements (PTEs) contamination in agricultural soils in China. Comprehensive ecological risk assessment is of great significance to orientate the restoration of contaminated soils, especially for those with high background values and multiple sources. The study area is located in the major rice producing area of China. Historically, there was a silver mine and a lead-zinc mine in the area, which were successively closed during the investigation. The intensive mining activities caused serious PTEs pollution in the agricultural soils around the mining area. In this study, five PTEs (As, Cd, Cr, Hg and Pb) selected to assessed the potential of geoaccumulation index in assessing agricultural soil potential risk assessment by identifying ecological risk sources. 315 of soil samples collected in 2009, 2014, 2018 were comprehensively analyzed by single pollution index evaluation (single factor index, geoaccumulation index), comprehensive evaluation (Nemerow index, potential ecological risk index) and trend analysis. Single factor index analysis showed that geoaccumulation index considered the impact of natural diagenesis of background values and human activities on the environment, ensuring high evaluation accuracy comparing to other methods used in typical complex agricultural soils. The modified potential ecological risk index revealed that the high background area did not represent high risk area, which was consistent with the implementation effect of governance measures. This study can provide important insights for policymakers and environmental engineers to quantitatively recognize the soil pollution and the effectiveness of governance based on applicable and reasonable evaluation methods.