1. Introduction
Natural radionuclides have existed on Earth since its inception. They are distributed throughout the biosphere and accumulate in the atmosphere, soil, bottom sediments, water, and plants. The abiogenic cycle of radionuclide migration in the biosphere consists of three major stages: (1) matter mobilisation during rock weathering; (2) transfer by a transport medium; (3) sedimentation in local areas and final runoff reservoirs during transportation. The transportation process is the primary source of material that enters the biogenic cycle during soil formation processes [
1]. There are numerous radionuclides in the environment containing uranium (U) radioisotopes, thorium (Th) radioisotopes, and natural
40K [
2]. Cosmic radiation and radioactive elements in the Earth’s crust, water bodies, and atmosphere are the primary sources of the natural radiation background in any area [
3].
238U,
232Th,
226Ra, and
40K are the most common naturally occurring radioactive isotopes in the environment [
3,
4]. The natural radiation background varies depending on certain territorial aspects, including geological features such as the contents of thorium (Th), uranium (U), and potassium (K) in the rocks [
5]; and geochemical features of radionuclide behaviour in different natural environments. The natural radionuclide activity concentrations in the soil range from micro- to thousands of becquerels per kilogram [
6,
7,
8].
The radiation situation in any territory in modern conditions is formed by the natural and anthropogenic backgrounds. While radionuclides are formed naturally in soils and rocks as a result of radioactive decay, the majority of the environmental phenomena associated with radioactive contamination are caused by mineral extraction and processing. Mining is a considerable source of natural radioactivity [
9]. The active development of industrial production resulted in radical changes in environmental conditions, particularly intense radioactive contamination of the main components of the natural environment (soils, natural waters, rocks, and bottom sediments) [
10,
11]. Natural radionuclides enter water bodies and accumulate in soils and bottom sediments as a result of migration. Their high concentrations can endanger the habitats of microorganisms, animals, and humans. Natural formations (rocks with a high content of natural radionuclides [
12,
13,
14]), as well as the mining and processing of coal [
15], oil [
3], gas [
16], and food salt [
17,
18,
19], can be sources of natural radionuclides that are input into the environment. Mining waste can be a source of radiation [
20,
21].
Potash production waste is the primary source of environmental component contamination in the study area. The Berezniki–Solikamsk industrial hub is one of the most developed sites in the Verkhnekamskoe potassium–magnesium salt deposit (Verkhnekamskoe Salt Deposit) (Perm Krai, Russia). Environmental pollution caused by ore beneficiation waste is one of the issues posed by mining and processing. The majority of waste is dumped on the ground [
22]. As a result of potassium ore enrichment, more than 270 million tonnes of halite waste and more than 30 million m
3 of clay–salt slurry are stored on the surface in the development area of the Verkhnekamskoe Salt Deposit [
23].
The technogenic impacts of potash production, together with a complex of regional conditions and ecological features of the study area, play an important role in the distribution and accumulation of natural radionuclides in soils of various landscape types. The level of soil radioactivity is an indicator for assessing the territory’s radioecological background [
24,
25].
The purpose of the study is to assess the lateral distribution of the activity of the natural radionuclides 226Ra, 232Th, and 40K in the soils of natural–technogenic mining areas within the Berezniki–Solikamsk industrial hub in the area affected by potash enterprises. Naturally, 40K is the most relevant of the natural radionuclides studied in the area.
2. Materials and Methods
The study area is located in the northern part of the Verkhnekamskoe Salt Deposit. Soil samples were collected at predetermined points throughout the territory, near mining operations and residential areas. Samples were taken from the upper soil layer at 0–0.4 m intervals. A total of 75 soil samples were collected and examined.
The soil samples were dried to air-dry at room temperature in the laboratory. Organic matter was removed from the dried samples. The samples were prepared for the examination of the specific activity of natural radionuclides (40K, 226Ra, and 232Th). An MKS-01A MULTIRAD device (Amplituda, Zelenograd, Russia) was used for the gamma spectrometry. The “Progress” software package (Amplituda, Zelenograd, Russia) was used to process the gamma spectra. The specific activity error range was approximately ±(20%–30%) of the measured values.
An energy calibration of the spectrometer was carried out with a 137Cs and 40K reference source. The source was a 1 L Marinelli beaker filled with KCl and sealed with a lid. The source had a cylindrical deepening area at the base with the fixed 137Cs source (a disc 29 mm in diameter with an active spot in the centre sealed with two 50-μm-thick polyamide films). The source activity was 1500 Bq, with 20% error at a confidence level of 0.95. The spectrum from the gamma spectrometer’s calibration source showed the maxima of the 137Cs (energy 662 keV) and 40K (energy 1461 keV) total absorption peaks, as well as the count rate in a specific energy range of 620–700 keV. After calibration, the background was measured (for 1800 s) to control the intrinsic noise of the gamma spectrometric tract and to record the contribution of the external gamma radiation to the device’s emission spectrum of the studied sample. The soil samples were placed in the Marinelli beaker up to a 1 L scale marking.
The allowable exposure standards for natural radionuclides were determined in accordance with the radiation safety standards. Their biological impact on the human body was also considered using the calculated value of the specific effective activity A
eff. This reflects the total specific activity of natural radionuclides in a studied material. It was calculated using the following formula:
where A
Ra and A
Th are the specific activities of
226Ra and
232Th (Bq/kg), which are in equilibrium with the rest of the uranium and thorium series members, and A
K is the specific activity of
40K (Bq/kg).
Because of the uneven distribution of natural radionuclides in the soil, the homogeneity of radiation exposure was measured based on the radium equivalent (Raeq) in Bq/kg to compare the specific activity levels of materials containing varying amounts of
226Ra,
232Th, and
40K [
26,
27,
28]. The activity levels were calculated using the following formula:
As part of the gamma survey, reconnaissance was carried out. The natural conditions of the area were detailed, specifying the thickness and nature of the deposits, and the gamma background for the rocks was determined. The ambient dose equivalent rate of continuous gamma radiation was estimated during the gamma survey. A search dosimeter–radiometer MKS/SRP-08A (Amplituda, Zelenograd, Russia) was used.
The landscape structure of the study area was investigated using a landscape geochemical approach aimed at exploring the migration of natural radionuclides (40K, 226Ra, and 232Th) in a landscape. This approach considers the role of natural factors in the transformation of matter flows affected by the regional and local parameters of the area. This part of the study was based on landscape descriptions and soil sampling data from autonomous and secondary landscapes in key areas along the landscape’s geochemical profile. This profile reflects the successive changes in soils in middle taiga landscapes while considering the locations of potash industry facilities.
The maps were created using the ArcGIS software package (version 10.6.1, ESRI, Redlands, CA, USA) via interpolation.
3. Results and Discussion
Subsoil use has a large impact on the transformation of natural complexes. Mining has a long-term negative impact on the environment. The enrichment of ores and the storage of waste on the surface have a negative impact on the soil. This changes the chemical and physical properties of the soil and increases the contents of salts and microelements [
29].
The study area is part of boreal East Europe’s middle taiga landscapes. They are located on the denudation plain of the Middle Cis–Urals within the eastern margin of the Russian Platform and the Ufa–Solikamsk depression of the Cis–Ural foredeep. The area consists of nearly horizontal Permian rocks that are covered by a thin layer of anthropogenic deposits [
30,
31]. These geosystems have been heavily impacted by anthropogenic activity over the last eight decades as a result of active mining.
The assessment of the environmental consequences of mining and the development of environmental protection measures are among the priority tasks aimed at ensuring both radiation protection for the population and the sustainable functioning of natural ecosystems. Soil is the main buffer of the natural environment, bearing the cumulative effect of long-term anthropogenic impacts [
32,
33,
34]. The radiation characteristics of the upper soil layer (up to 5 cm) is the most important aspect in a soil analysis, since it takes on 95%–98% of the anthropogenic impact.
The average activity concentrations for
226Ra,
232Th, and
40K are 11.78 Bq/kg, 8.11 Bq/kg, and 246.9 Bq/kg, respectively, while the standard deviations are 7.26 Bq/kg, 6.51 Bq/kg, and 114.28 Bq/kg, respectively. Details are provided in
Supplementary Table S1.
Table 1 shows the results of the natural radionuclide’s content measurements in the studied areas, as well as published data from around the world. The specific activity of
226Ra (A
Ra) found in the study area corresponds to the global average level and is closest to the levels found in Egypt and Brazil. In the study area, isolated cases of
226Ra exceeding the world average levels are found (noted exceedance is up to 9%), as well as isolated exceedances of the world average levels of
40K (exceedances range from 2 to 25%). At the same time, the
232Th activity (A
Th) in the study area is significantly lower than the global average values and specific activity values for other studied areas of the world.
The average levels of
226Ra,
232Th, and
40K in the soils in the central part of the study area are 14 Bq/kg, 17 Bq/kg, and 369 Bq/kg, respectively. The formation of an area with higher concentrations of natural radionuclides is caused by meteorological conditions, specifically the wind regime of the study area. Southerly winds occur frequently throughout the year. Taking into account the prevailing wind direction, one can predict the considerable removal of elements with atmospheric flows in the northern direction (
Figure 1).
Increased values of the specific effective activity (A
eff) and specific activity of
40K were observed in the soils of the south-eastern part of the study area. This is associated with the transfer of the element by airflow in the northern and north-eastern directions from the potash mining territory located south of the study area (
Figure 2 and
Figure 3). This potash enterprise is distinguished by a higher volume of allowed potassium chloride emissions into the atmosphere and the high hypsometric position of the considered area.
The specific effective activity (A
eff) is one of the parameters describing the radiation situation. According to the published studies [
35,
36], the gradation of A
eff is defined by the following values (in Bq/kg) based on the level of danger: especially dangerous (more than 3300); dangerous (1101–3300); potentially dangerous (101–1100); safe (less than 100). The average value of the total specific effective activity of natural radionuclides for the soil in the study area is 43 Bq/kg, which corresponds to a safe level. At the same time, the obtained distribution pattern of the A
eff of the studied natural radionuclides corresponds to the distribution pattern of the
40K activity (
Figure 2 and
Figure 3).
The results of the gamma radiation measurements in the study area fall within the range of 0.06–0.25 μSv/h (
Figure 4), which is less than the established ambient dose equivalent rate of continuous gamma radiation for residential and industrial areas (0.3 and 0.6 μSv/h, respectively) [
37].
The average radium equivalent activity concentration index (Ra
eq) for soils in the study area is 42.39 Bq/kg, which is less than the standard’s maximum allowable index (370 Bq/kg) [
6]. Details are provided in
Supplementary Table S1.
Table 1.
Summary of the natural radionuclide activity concentrations in soils within the study area and in other parts of the world in Bq/kg [
6,
38].
Table 1.
Summary of the natural radionuclide activity concentrations in soils within the study area and in other parts of the world in Bq/kg [
6,
38].
Activity | Natural Radionuclide Activity in the Study Area (Mean Value for 75 Samples) | China [6] | USA [6] | Egypt [38] | Brazil [38] | Global Average Values [6] |
---|
A226Ra | 3–36 (17) | 1–360 | 4–130 | 31–40 | 29.2 | 16–116 (33) |
A232Th | 1–28 (11) | 2–690 | 4–140 | 52–61 | 47.8 | 7–50 (45) |
A40K | 20–562 (298) | 9–1800 | 100–700 | 3149–3210 | 704 | 100–700 (420) |
3.1. Natural Radionuclide Differentiation in the Middle Taiga Landscapes Based on the Potash Enterprise Location
All geochemical processes that occur in landscapes are reflected in the soils. In the study area, alluvial and podzolic soils are developed under forest and grass communities within various types of landscapes. According to the geochemical map of the landscape (
Figure 5) and the results of the specific efficiency analysis of natural radionuclides (
Figure 3), the products of weathering and soil formation in an autonomous landscape come to the lower parts of the relief with the surface runoff and affect the formation of secondary surface and underwater landscapes. It is well known that radionuclide leaching is a common process in soils found in eluvial landscapes [
39].
Additionally, there is a link between the distribution of various radionuclides in a landscape. This is especially noticeable in hydromorphic and semi-hydromorphic soils within accumulative landscapes. They are distinguished by a relatively higher accumulation of
226Ra compared to
232Th. Additionally,
226Ra is washed out of the upper horizons (A0, A1, and A2) and accumulated in illuvial horizon B. The podzolization and gleying processes lead to
226Ra and
232Th leaching from the upper horizons A1 and A2 and their accumulation in the illuvial horizon B and gley horizons G and Bg [
1].
According to the research findings, there is an increase in the concentration of natural radionuclides in transit supra-floodplain terrace landscapes and accumulative floodplain landscapes within the area affected by potash mining. The distribution of
226Ra along the profiles of various soil types is nearly identical to that of
232Th. Increased contents of
226Ra and
232Th were observed in the floodplain soils of the study area (an accumulative type of element distribution), in the area affected by potash mining, and in residential areas. In accumulative landscapes, the average content of
226Ra (14 Bq/kg) is 1.4 times higher than the content of
232Th (10 Bq/kg). The average content of
226Ra is 8 Bq/kg in eluvial landscapes, 11 Bq/kg in transit landscapes, and 14 Bq/kg in accumulative landscapes. The average
232Th content is 6 Bq/kg in eluvial landscapes, 7 Bq/kg in transit landscapes, and 10 Bq/kg in accumulative landscapes (
Table 2).
According to the findings [
7], the activity concentration of
40K in the soil is an order of magnitude greater than for
232Th and
238U. The lateral distribution of
40K mostly depends on the anthropogenic factors, wind regime, landscape type, and geomorphological characteristics. Thus, the maximum concentrations of
40K in the study area were observed in areas affected by potash mining and other anthropogenic activities (including residential territories) (
Figure 2). The highest average
40K content was found in accumulative landscapes, where it exceeded 279 Bq/kg (
Table 2).
3.2. Lateral Distribution of Natural Radionuclides in Soils Affected by Potash Mining
To study the distribution of natural radionuclides in the area affected by potash mining, soil sampling points were selected at various distances from the potash enterprise in the northern and north-eastern directions on various types of landscape (
Figure 5). The data summary indicated the accumulative distribution of
226Ra,
232Th, and
40K in the soils affected by potash mining, taking into account the regional conditions. The highest contents of
226Ra (27 Bq/kg) and
232Th (22 Bq/kg) were recorded at point 62 (accumulative landscape) at a distance of 2.9 km from the industrial site to the north-east (
Figure 5 and
Figure 6). The contents of
226Ra,
232Th, and
40K decrease with distance from the enterprise. The maximum content of
40K (407 Bq/kg) was observed at a distance of 800 m from the potassium plant within the transit landscape, which is determined here by the active atmochemical impact of the potassium plant.
4. Conclusions
The research findings show that the study area in the Berezniki–Solikamsk industrial hub affected by the Verkhnekamskoe Salt Deposit’s development does not have a impact on the radiation situation. The 226Ra, 232Th, and 40K activities in the top soil layers range from 3 to 36 Bq/kg, from 1 to 28 Bq/kg, and from 20 to 562 Bq/kg, respectively. These levels do not exceed the global average values. The results of the gamma-radiation measurements in the study area range from 0.06 to 0.25 μSv/h, which is less than the established ambient dose equivalent rates of continuous gamma-radiation in residential and industrial areas (0.3 and 0.6 μSv/h, respectively). The average Aeff index for the soil within the study area corresponds to the safe level.
The lateral activity distribution analysis of the natural radionuclides 226Ra, 232Th, and 40K showed elevated 226Ra and 232Th contents in the floodplain soils and mining-affected areas of the natural–technogenic landscapes within the Berezniki–Solikamsk industrial hub. The effects of the potassium enterprises, the wind regime of the territory, the genetic type of the landscape, and geomorphological characteristics all have a great impact on the lateral distribution of 40K. From the research, we found the accumulative distribution of 226Ra, 232Th, and 40K in soils affected by potassium salt mining enterprises, considering the regional conditions. The future research will be focused on examining the distribution of natural radionuclides in soil horizons within areas with the highest concentrations.
The obtained results provide useful information on the natural radionuclide content in the area affected by mining facilities. The research findings are useful for a comparative assessment of the contribution of potash mining to the radiation situation of an area, considering the landscape’s structure.
The research findings can be used in radiation monitoring and developing practical recommendations to improve the ecological situation of a territory. Thus, a joint analysis of the natural radionuclide content and the landscape structure of a territory may serve as the basis for planning the survey grid when conducting monitoring studies of anthropogenic impacts.
Author Contributions
Conceptualization, R.P. and E.M.; methodology, R.P.; software, R.P.; validation, E.M., R.P. and A.P.; formal analysis, A.P.; investigation, R.P.; resources, R.P.; data curation, E.M.; writing—original draft preparation, A.P.; writing—review and editing, E.M.; visualization, R.P.; supervision, E.M.; project administration, E.M.; funding acquisition, E.M. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the Perm Scientific and Educational Centre “Rational Subsoil Use”, 2022.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
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