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Article

Influencing Factors on Bioavailability and Spatial Distribution of Soil Selenium in Dry Semi-Arid Area

1
School of Earth and Space Sciences, University of Science and Technology of China, Hefei 230026, China
2
Jiangsu Bio-Engineering Research Center for Selenium, Suzhou 215123, China
3
College of Resource and Environment, Anhui Science and Technology University, Chuzhou 233100, China
4
Yangtze River Delta Functional Agricultural Research Institute, Anhui Science and Technology University, Chuzhou 239000, China
5
Department of Health and Environmental Sciences, Xi’an Jiaotong-Liverpool University, Suzhou 215123, China
6
CAS-Key Laboratory of Crust-Mantle Materials and the Environments, School of Earth and Space Sciences, University of Science and Technology of China, Hefei 230026, China
7
USDA, Agricultural Research Service, San Joaquin Valley Agricultural Sciences Center, 9611 S. Riverbend Ave., Parlier, CA 93648, USA
8
Institute of Functional Agriculture Science and Technology (iFAST) at Yangtze River Delta, Anhui Science and Technology University, Chuzhou 239000, China
*
Author to whom correspondence should be addressed.
Agriculture 2023, 13(3), 576; https://doi.org/10.3390/agriculture13030576
Submission received: 4 January 2023 / Revised: 19 February 2023 / Accepted: 20 February 2023 / Published: 27 February 2023
(This article belongs to the Special Issue Advances in Nutrient Management in Soil-Plant System)

Abstract

:
The chemical transformation of selenium (Se) in the topsoil, especially when regarded as low to sufficient Se (with high bioavailability) in dry arid environments, has great importance in the alkaline soils to yield Se-enriched food regionally. The Se content in the highly alkaline soil of the northwest region of China has inordinate agriculture economic potential, and such soil distribution is likely to produce Se-enriched crops with distinct features. One such large area of Zhongwei was investigated for the distribution of soil Se and its bioavailability, and the influencing chemical factors of soil total Se (T-Se) and bioavailable Se (B-Se) in the agroecosystem. The results suggested that the T-Se in Zhongwei soils (mg/kg) ranged from 0.01 to 0.55 with a mean of 0.2 ± 0.08, which was lower than the average Se distribution of both China (0.29 mg/kg) and the world (0.40 mg/kg). However, the overall B-Se proportion (16%) in T-Se was adequately higher than in other Se-rich soils. Spatial distribution depicted that the T-Se was specified as deficient in 42.6% and sufficient in 55.5% of the studied area, while Zhongning county was prominent with a higher B-Se proportion (22%) in the T-Se of Zhongwei. The influencing factors, such as pH and organic matter (OM), showed significant association with B-Se, as suggested by Pearson’s correlation and multiple linear regression (MLR). Furthermore, the vertical distribution of T-Se and B-Se was higher in agricultural soil (AS) than in natural soil (NS) and can be justified in the context of their association with OM. Based on these results, the Se-fortified crops can be yielded by practices to improve corresponding influencing chemical factors of soil, especially in dry areas.

1. Introduction

Selenium (Se) is one of fewer trace elements whose soil concentrations diverge worldwide under natural conditions. It is an essential micronutrient for humans and animals [1,2,3], and 25 human selenoproteins are involved [4] with antioxidants, anti-viral and anti-cancer activities [5]. Selenium exists as ionic selenite (Na2SeO3) and selenate (Na2SeO4), solid-state Se, selenocysteine, and selenomethionine in the environment [6]. Due to narrow ranges of Se between adequate and toxic levels [7], moderate Se can have positive effects on biological functions, while Se with low and high levels can impose undesirable effects on human health [8,9,10,11,12].
The Se content in the soil was frequently found in an uneven distribution in the soil environment [13,14,15] due to soil controlling factors [16]. Worldwide, the Se content in soil varies from 0.01 mg/kg to 2.00 mg/kg (mean of 0.40 mg/kg) with different geological parameters [17,18], and the highest value reported to be 1200 mg/kg (seleniferous area) [7]. The Se concentration in soils significantly diverges in many regions with insufficient Se (Russia, Japan, Finland, India, China, and Germany), regions with excessive Se (western United States, India, China, Japan, Ireland, and Spain), and relatively few regions with adequate levels [19]. The Se concentration in Chinese soils is always a major concern, especially low levels [20]. The varied soil Se distribution in China is based on different geological factors [21]. Dinh et al., [22] reported that total soil Se (T-Se) in China varies from 0.005 mg/kg to 79.08 mg/kg and estimated that about 51% of the soil contains T-Se below or close to the deficient level (0.125 mg kg−1), which was 72% earlier reported by Tan, [13,23]. Additionally, Central China has been identified as a low Se region belt based on its concentration and geology surveyed in the 1960s [24]. Previously, studies found low Se content distribution from north to south of China [25,26]. Se-deficient distribution to Se-marginal areas is spread along the geographic belt from the northeastern to the southwestern parts of China [22]. The descending order of topsoil Se concentrations in China of different regions are as follows: Northwest > South > Central > East > Southwest > Northeast > North China.
Geology controls the soil concentrations of Se and consequently influences Se content in the food chain [7]. Total soil Se depends on parent soil material [27] and physiochemical parameters in the soil [26]. Numerous studies have demonstrated that, in addition to the overall amount of Se present in the soil, the bioavailability of Se in the soil also depends on other soil physicochemical factors [28,29,30,31], which includes pH [32], organic matter (OM) percentage [33,34], and Fe/Al oxides content [30,35] In some regions of China, e.g., the Enshi prefecture of Hubei, there are forms of acidic soil (pH 5.58~6.49) rock material, while located in Ziyang (county of Shaanxi), the pH of the parent material shows that high levels of Se are found in acid-weak and alkaline (pH 6.36~8.27), which impacts soil Se availability [36,37,38]. Xu et al. [39] and Xiao et al. [40] found that the bioavailability of Se in soil decreases with the increase of pH in an acidic environment, and soil Se bioavailability increases with an increase in a moderate alkaline environment [41]. Meanwhile, studies revealed that highly alkaline soil with a pH ranging from 7.5–10.2 reduced the soil’s bioavailable Se [42,43]. Similarly, the soil OM content has a dual effect on the Se bioavailability in soil, which can either cause an augmentation or reduction of soil Se bioavailability [44]. Furthermore, the soil’s Se adsorption on soil oxides and minerals play an essential role in the fixation of bioavailable soil Se [45,46]. Therefore, there is a need to comprehend the importance of influential controlling factors in highly alkaline regions on soil Se bioavailability in the soil.
Dry climatic regions of the northwest have unique topography with different soil textures [47]. The soil is moderate and highly alkaline [42] in the northwest region of China, especially Zhongwei, with inordinate agricultural economic potential [48,49]. The soil in Zongwei can produce many Se-enriched products of various important crops, including wolfberry, also known as Go’ji (lycium barbarum) [50], jujube (Ziziphus) [46], and watermelon (Citrullus lanatus) [51,52]. In this study, T-Se contents in soil and different crops were investigated. In addition, physicochemical properties were analyzed to explore their impact on soil Se bioavailability in the arable soil of Zhongwei under natural field conditions. The main objectives of this study are to (1) determine the spatial distribution of soil Se content and estimate Se bioavailability in soil, (2) analyze the relationship and controlling factors between contents bioavailability and soil physicochemical properties, and (3) determine the distribution of soil Se within different depths. To the best of our knowledge, this study is one of the few studies conducted to investigate the effects of Se distribution in high-alkaline semi-arid soil of the continental monsoon climate and dry desert climate on soil Se distribution at the regional scale. It may have theoretical and practical ramifications for the careful management and effective use of Zhongwei’s land resources.

2. Materials and Methods

2.1. Study Area

This study was conducted in the southwest of Ningxia’s autonomous region and the upper reaches of the Yellow River. Zhongwei city, located in Northwest China, spreads over 130 km long from east to west and 180 km from north to south (36°06′05″–37°50′11″ N, 104°17′05″–106°10′42″ E). It has a semi-arid climate with typical characteristics of continental monsoon and desert climates [53]. Zhongwei city is connected to the southern edge of the Tenggeri Desert, which causes dust deposition in the area [26]. The topography is high in the southwest and low in the northeast. The Yellow River traverses the northern part of the city, and the Qingshui River is injected in the east. Zhongwei has scant precipitation (185 mm/year), intense evaporation, and 10–20 °C temperatures in the summer, together with strong winds in the winter (1774 mm). The data from the Zhongwei weather station for the multi-year average temperature is 9.37 °C. The terrain of Zhongwei city is from west to east and south to the north slope, within an altitude of 1100~2955 m. There are five types of landform classes, including desert, the Yellow River alluvial plain, platform mountain, secondary forest near Haiyuan county, and the basin’s large geomorphic unit is found in Zhongwei, where the soil types include: sierozem, loessal, aeolian sandy, anthropogenic-alluvial, alluvial, saline, and red clay [53].

2.2. Sample Collection and Preparation

Surface soil samples (0–20 cm) were collected (from March–May 2018 and April 2019) from arable soil or cultivated soil (AS) and uncultivated land or natural soil (NS) conditions in three different counties (Shapotou, Zhongning, and Haiyuan) from the southern to northern reaches of Zhongwei (Figure 1). A total of 3565 bulk topsoil samples were initially collected. Each bulk topsoil sample weighed 1000 g and was made up of soil from three different locations that were spaced apart by 30 m for the same condition. The total number of soil samples (371), which were root-associated AS samples (0–20 cm) from cultivated soils, considering the plant soil and the drip irrigation in the region fluctuation on Se distribution in AS, was 43 topsoil samples (composite soil samples) collected from NS adjacent sites to AS. Moreover, ten core samples of 100 cm from AS and seven core samples of 100 cm depth soil from NS were collected. The core samples were divided into four parts according to the depth ranges, namely 0–20 cm, 20–40 cm, 40–60 cm, and 60–100 cm. According to the classification and observation in AS and NS genesis, the characteristics of soil samples (e.g., soil type, soil texture, and pH) were observed to be similar. Considering the abundance of Se availability, a total of 306 crop samples were collected from vegetables grown (apple, Go’ji berries, jujube, rice, potato, miscellaneous grains, and watermelon) in different cultivated sites across Zhongwei to estimate total Se content in crops’ edible parts. The non-edible parts of crops were manually removed. The detailed storage procedure is described in SI, paragraph one.

Chemical Analysis of Soil Se and Plant Se

The soil samples were analyzed by the Key Laboratory of Functional Agriculture, Suzhou Institute for Advanced Studies University of Science and Technology of China, which has the national metrology and quality management system certification. Different reagents were used of analytical grade or better. The detailed methodology information can be found in Text 2 in SI.

2.3. Enrichment Factor of Selenium in Zhongwei Soil

Presently, the Se classification in cultivated soil is not based on any standards. The uniformity of enrichment in the soil is frequently determined by the enrichment factor (EF), which may be computed using the equation below [30].
EF = (Ci/Cref) sample/(Bi/Bref) background.
The ratio of Se and the reference element in the soil is (Ci/Cref) sample, while the ratio of Se and the reference element in the background environment is (Bi/Bref). Iron (Fe) was chosen as the reference element in the current study since it is one of the most stable elements in soil and is found in reasonably large amounts [54]. In general, enrichment in soils can be divided into no enrichment (EF < 1), slight enrichment (SE) (1 < EF < 2), moderate enrichment (ME) (2 < EF < 5), significant enrichment (SE) (5 < EF < 20), very high enrichment (VHE) (20 < EF < 40), or extremely high enrichment (EHE) (EF > 40; Sutherland, 2000).

2.4. Spatial Analysis for Soil Se and Distribution Prediction Model

The spatial interpolation classified kriging method (ArcGIS 10.5 Esri Inc. New York, NY, USA) was used to determine the prediction of the soil Se distribution in Zhongwei. The classified renderer employed a single-band raster layer, and the classified technique presents a themed raster by categorizing cell values. This thematic categorization is ideal for continuous phenomena, such as slope, distance, or suitability, if this divides the range into a few classes and assigns colors to those classes (Source ArcGIS 10.5). Prediction errors and standard errors were determined to assess the accuracy of soil Se prediction, bioavailability, and percentage.
The method of kriging is analogous to inverse distance weighted (IDW) in that, to anticipate an unmeasured place, it weighs the surrounding measured values. Both interpolators’ general formulas are created as a weighted sum of the data:
z ^ ( s 0 ) = i = 1 N λ i z ( s i ) ,
where Z(si) is the measured value at the ith location, λi is an unknown weight for the measured value at the ith location, s0 is the prediction location, and N = the number of measured values [55].

2.5. Statistical Data Treatment

Initially, the Kolmogorov–Smirnov test [p(k-s) > 0.05] method of normality test was performed. Significant research has measured the contribution of the natural and anthropogenic environment using machine learning (ML) techniques. In ML algorithms, a training dataset is a critical input supporting the model’s learning ability. Creating a training dataset for supervised learning is typically a laborious effort. This study directly used ML to examine Pearson correlation and multiple linear regression (MLR) to measure the association of variables and the importance of the most fitted and contributory factor to help in soil-bioavailable selenium (B-Se) [56,57]. The coefficient of determination (R²) for RFR and LR was 0.70. The root-mean-squared error (RMSE) and Mean Absolute error (MAE) were minimum in the string of the regression models. In this study, before applying the multiple linear regression, we normalized the data on a scale from 0 to 100, which empowered us to conclude the reliable and valid association between the predictors and the explained variable. (Equation (3)).
BSe q t = β 0 + β 1 S e q t , 1 + β 2 p H q t , 2 + β 3 O M q t , 3 + β 4 C A C q t , 4 + β 5 c y j t , 5 + β 6 A I j t , 6 + β 7 A A q t , 7 + β 8 C E C q t , 7 + u q t ,
where β0 the intercept, q is the observation unit, t is time, and ( u j t ) is the error term [58], and where BSe represents B-Se, Se denotes the T-Se, CAC explains the CaCO3, CY is clay, AA is amorphous iron, and CEC is cation exchange capacity. All statistical analyses were performed using ML, Origin, SPSS 23 (IBM SPSS Statistics), Stata17, and Excel 2016.

Quality Control

Several quality control methods were adopted during lab experiments, and standard errors were considered in data analysis. Certified stander material was used for lab analysis, and repetitive tests were performed to calculate the soil variables. Statistical errors were controlled by using various contents in data analysis. Spatial data analysis was controlled by the standard error of interpolation analysis in ArcGIS 10.5 Esri Inc.

3. Results and Discussion

3.1. Total Selenium Content and Spatial Distribution

The average T-Se distribution in cultivated topsoil (AS) ranged from 0.01 to 0.49 mg/kg with a mean of 0.20 mg/kg (Table S1), and T-Se concentration in natural soil (NS) adjacent to cultivated or farmland soil ranged from 0.03 mg/kg to 0.29 mg/kg with a mean of 0.13 mg/kg (Table S2), which is lower than a previously conducted study in Ningxia province near uncultivated soil of the Yellow River [59]. The average concentration of T-Se in AS and NS of Zhongwei is evidently lower than the national average T-Se (0.27 mg/kg) in cultivated soil of China [13] and average soil Se in the world (0.40 mg/kg) [7]. Moreover, it is higher than the average Se content of the topsoil in the summer (0.16 mg/kg) of Ningxia [60] for a similar area, which signifies that the T-Se content has increased slightly. The variation coefficient (CV) of T-Se distribution was 39.66% (weak variability), and an insignificant CV of about 40% indicated that Se distribution covers narrow ranges of dry arable soil of Zhongwei, which were less than black soil (65%) in North China [61].
Based on environmental importance in a low-Se area and risk assessment of seleniferous areas in China, four regional classifications of Se concentrations in soil were previously defined [23]. The detailed classification of the distribution of different regions of Zhongwei has a small margin of low-to-high soil T-Se according to the classification of national and regional standers, which can be found in SI (Table S4). The amount of Se in topsoil was divided into five grades: T-Se-deficient (<0.125 mg/kg), T-Se-low or marginal (0.125–0.175 mg/kg), moderate (0.175–0.40 mg/kg), rich (0.40–3.0 mg/kg), and excessive (>3 mg/kg) [23,62]. The soil Se content in the cultivated area was classified as Se deficient (<0.125 mg/kg; 15.6%), Se marginal (0.125–0.175 mg/kg; 27%), and Se moderate (0.175–0.40 mg/kg; 55.5%). Furthermore, nearly 43% of the soil was accounted as Se deficient to the margin (Low), while soil Se with adequate-to-high Se measured less than 2%. The soil Se distribution of Zhongwei conferring to Ningxia enrichment standers is listed in Table S5 (Ningxia People’s Education Publishing House, [63]. The mean T-Se distribution in different counties, Shapotou (ST), Zhongning (ZN), and Haiyuan (HY), were almost analogous, and no certain variation in T-Se was observed between the different counties (Table S4).

3.1.1. Soil Se Enrichment Factor in Cultivated Soil

Currently, there are no criteria to calculate total enrichment for the micronutrients such as Se in the soil. The enrichment factor (EF) is often used to calculate the uniformity of enrichment in soil method used by previous researchers [30,64]. Qiao et al. [54] used Fe as the reference element, one stable element in the soil crust and present in soil with high concentrations. The average EF values of Se in Zhongwei soil were 0.94, categorized as slight enrichment from external sources. Although, Se’s characteristics of supergene enrichment were found in studies conducted in Zhongning (ZN) county of Zhongwei. The accumulation of organic surface layer bioaccumulation and anthropogenic factors are the main reasons for the enrichment of Se in soil [65].

3.1.2. Soil Se Bioavailability Characteristics

The bioavailable selenium (B-Se) content of cultivated soil ranged from 0.002 mg/kg to 0.12 mg/kg, with a mean value of 0.034 mg/kg. The CV of bioavailable Se was 58.09%, and the proportion of B-Se in total Se was 15.9% (Table S1), which was consistent with studies conducted in Ningxia city by Zhang et al. [66]. The bioavailable Se in soil was discrete, and Se bioavailability in the center of Shapotou and Haiyuan County was found to be abundant (Table S5, Figure 2). The distribution of the B-Se proportion was not significantly different, irrespective of soil T-Se and B-Se distribution (Figure 2). The proportion of B-Se in the northeast of Zhongning county was considerably better and ranged from approximately 20% to 22% of total Se in the soil. Soil B-Se and T-Se contents exhibited a significant correlation, and the correlation coefficient was 0.42 (p < 0.01) (Figure 3). The average proportion of B-Se to total soil Se was nearly 16% in Zhongwei cultivated soils, which was adequately higher than in other areas of China with high T-Se in the soil. For instance, the soil bioavailable soil Se measured in Shaanxi soil was 11.1%, although the average total soil Se of Shaanxi province was much higher than Zhongwei (approximately 0.68 mg/kg) [41]. In China, the proportion of bioavailable soil Se in total soil Se accounted in Yongjia County (Zhejiang, China), Dianchi Lake (Yunnan, China), Hechi (Guangxi, China), and Ping’an (Qinghai, China), was 9.4%, 9.7%, 8.7%, and 3.0%, respectively, and their respective total soil Se contents were marginally higher than Zhongwei soil [31,39,67,68]. In addition, the soil B-Se in Zhongwei cultivated soil was much higher than in outer parts of Chinese soil, e.g., England (1.1–3.4%), Malawi (Africa, 2.9%), and Se excessive areas of California (USA, 10%) [4,69,70]. Additionally, previous findings in studies on the relationship between soil B-Se and T-Se are listed in Table 1.
The higher proportion of B-Se in soil was instigated by slightly high alkalinity (pH 8.27) in Zhongwei. Furthermore, soils in Northwest China are saline and alkaline, which influences the B-Se in soil [26,35]. Under highly permeable, alkaline soil conditions, selenite can rapidly change to selenate after the oxidation process, that is, a more mobile form in soil solution, and is readily available to the surface soil for up taken by the plant and results in improving Se bioavailability [71]. In addition, for plant uptake, selenate is easily assimilated and bioavailable for plants, especially under oxidizing, and neutral to alkaline conditions [72,73].
Topography and geomorphology chemical composition play major roles in the parent materials chemically produced by weathering or by erosion and sedimentation. Topographic basins often form hydrological sinks wherein the evaporation of saline water precipitates salts, which ultimately contribute to soil salinization, especially in dry soils [74]. The influenced topographical factors involved in soil Se enrichment decrease in elevation and altitude [39], although some studies found elevation had no impact on soil Se [30]. The entire relief of the Zhongwei area is high on the southern side and low on the northern side near the edge of the Yellow River, and the altitude generally changes between 1137 m and 2944 m (Figure S1). The total soil Se content in the Zhongwei area was homogenously distributed, depending on the other geological and environmental factors (Figure 2). In this study, total soil Se content is more likely associated with the parent material or geology of the area rather than topographical variations.
Precipitation is another major controlling factor of Se input in terrestrial soil, as atmospheric Se input via precipitation and dry deposition play contributing roles in parent bedrock composition and in controlling the distribution of Se source in soil [67,75]. Although environmental and climatic controlling factors, such as precipitation and drought index, were dominant in soil Se, previous studies have shown that soluble Se in the soil is easily leached by precipitation [76]. The level of Se in rainwater T-Se of China ranges from 0.1–0.2 μg Se L−1, and Se depositions are estimated to be 160–320 μg m−2 year−1 [26]. In the current study, the annual precipitation was meager (~186 mm), and Se deposition was nearly negligible with precipitation. Nevertheless, slight bioavailability differences in the north and east Zhongwei might be associated with less precipitation (Figure 2). Studies on the effect of topography, elevation climatic variations, and environmental variations on the soil Se bioavailability in dry arable areas, such as Zhongwei, are still sparse and current studies emphasize B-Se in soil and its major controlling factors.

3.1.3. Spatial Distribution of Se in Zhongwei

Based on the principle of ordinary kriging interpolation, the spatial distribution of the Se contents in the soil of the Zhongwei area is shown in Figure 2. On the basics of best linear unbiased prediction (BLUP) by kriging interpolation, the Se distribution in Zhongwei soil was uniform in most of the arable areas. The soils of moderate Se were located in ST county near the Yellow River and southwest of HY county. The total Se distribution in ZN county is discrete and scant in marginal-to-moderate Se areas in comparison to other counties of ZW (Figure 2).

3.1.4. Selenium Characteristics in Different Crops

The present study divulges that soil T-Se content at the junction of the north to south sides of Zhongwei was equally distributed (Figure 2), and the Se content in crops was sufficient to be Se-rich (Table S3). Dinh et al. [22] demonstrated a holistic study of Se content in different crops of many regions in China. Previous studies have estimated Se ranges in different crops with sufficient and rich Se levels [77,78,79], and the results observed in this study corroborate with normal ranges of different crops with sufficient Se content. A high proportion of bioavailable Se in the soil leads to sufficient Se concentration in different crops (Table S3). Previous studies have also revealed that the plant Se content primarily depends on bioavailable soil [41,80]. Since the lower concentration of soil Se with a high percentage of bioavailability makes this study significant depending upon the controlling factors [81]. The Se contents measured in different crops were as follows: vegetables, apples, Go’ji, jujube, rice, potatoes, and miscellaneous grains were 0.005 mg/kg, 0.012 mg/kg, 0.022 mg/kg, 0.054 mg/kg, 0.061 mg/kg, 0.019 mg/kg, and 0.044 mg/kg, respectively. The CV of different crops varied (weak-to-average variation) (Table S3), which shows the data distribution of the different crops covering small-to-wide ranges depending upon the total soil Se concentration.

3.2. Impact of Soil Properties on Soil Se

Se absorption in the soil solutions may be a better indicator for defining Se dearth or excessiveness than the soil T-Se. Se undergoes soil adsorption/desorption [82] and precipitation/dissolution phenomena from the solution phase to the solid phase [22,71] and other processes among soil components (such as OM, clay minerals, etc.). These processes are generally controlled by soil acidic and basic conditions, which regulate Se bioavailability controlled by adsorption processes, while selenate is weakly adsorbed and forms outer-sphere, and selenite is bound as inner-sphere complexes [83]. Soil parent materials have primary effects on the soil Se apart from external input in the forms of fertilizers or anthropogenic sources [7,44]. Therefore, soil influencing factors do change the Se content in the soil and cause changes in bioavailability to the plants.

3.2.1. Influences of Organic Matter (OM) in Se Content

Soil OM plays an essential role in regulating Se bioavailability [29,67,84] since Se in the soil is bound to OM and accounts for up to 40–50% of the total Se in soil [85]. This study emphasizes that OM was a controlling factor in Se bioavailability, and the results are significant (Table 2). Multiple linear regression models also indicated that OM was one of the strongest explanatory variables for the variation of bioavailable Se in soil (Table 3). The current study, located in dry weather with minimal precipitation soil in the lowest zones of OM content in Northwest China [86], emphasizes a positive correlation with the significance of p < 0.05 of B-Se with organic matter explains 16% of the bioavailability of Se in the soil (Table 2). Previous studies documented a linear correlation between OM and Se bioavailability in soils [87,88,89]. Soil organic compounds have two diverse effects on Se bioavailability [90] and influence Se bioavailability in soil. The structure and chemical characteristics of OM define its effects on Se bioavailability [84]. Previously, positive relationships were reported between soil microorganisms’ biomass and the contents of soil organic matter [91,92]. The soil microorganisms also affect the mineralization process of OM to change the content and composition of soil OM, which promote the transformation of Se forms by interacting with soil OM [93]. Through the microbial response, organic Se could be impregnated into inorganic Se to improve the Se supply capacity of the soil, and SeO32− also combines with soil OM to form a small amount of molecular organic Se [33]. The relationship with available Se depends on the degree of decomposition of organic matter. The possible approaches for binding Se to OM include the formation of ternary complexes, creating anoxic zones, and sorption sites [29,94].
Table 1. Proportion of bioavailable Se in total Soil Se in previous studies.
Table 1. Proportion of bioavailable Se in total Soil Se in previous studies.
T-Se (mg/kg)B-Se (mg/kg)B-Se (%)pHOM (%)Clay (%)Reference
2.00-8.008.114.00-[95]
--<55.81.50-[96]
2.50--7.751.6339.5[97]
0.220.0523.97.89 3.0836.8 [81]
[98]
0.140.0427.18.06 3.4435.7 
0.230.0625.17.85 3.7233.1
0.170.0422.67.25 4.4341.3
0.520.011.555.771.1936.3[76]
0.410.0410.16.613.0342.1
0.530.0815.88.140.8539.6
0.380.038.904.752.44-[39]
0.220.0419.88.340.6418.8[99]
0.130.013.608.140.8539.6
0.360.011.946.825.1411.1
0.510.011.555.771.9536.3
0.080.0112.97.751.6339.5[100]
0.680.0813.06.702.90-[67]
--8.50---[70]
0.850.1317.0---[101]
0.200.029.70---[31]
0.570.0713.07.20--[40]
0.730.067.007.20--
0.370.123.00---[88]
0.590.013.405.60--[69]
--2.90 --[4]
0.250.0211.107.902.2431.4[41]
0.167 (n = 371)0.02816.768.270.71-Present study
Furthermore, high molecular weight organic acids (HMWOAs) can form complex compounds on the surface in the high alkaline situation, which ultimately reduce Se mobility on the soil solution and causes a reduction in bioavailability [33,102,103]. The OM oxygen-containing functional group can easily chelate Se available in soil surface solution. Moreover, the OM ternary complexes may increase Se mobility [90]. Wang et al. [24] revealed in their study that the northwest of China has Se-adequate areas as arid and semi-arid areas in China and is considered to have the least precipitation and the sturdiest evaporation. These soils in the region are under strong oxidizing and alkaline conditions. The soil Se has accumulated in the basin and mountainous slopes as a result of hydrological and aerial transportation. In these developments, Se is found in alluvial plains in the form of selenate in the floodplain and the inland basin. The soluble selenate reacts with organic matter and is retained in the soil. In contrast, many studies have specified a positive correlation between OM with B-Se [29,40].
Additionally, amorphous iron (AI) is the most active iron/aluminum oxide [41], and Se can form stable inner complexes by coprecipitating with iron hydroxides [18], which ultimately absorb SeO42− and reduces the bioavailability of soil Se. The current study emphasizes the same mechanism in soil Se availability (Table 2). Furthermore, studies revealed that the adsorption capacity of iron/aluminum oxides reduces in highly alkaline soils, and with acidic conditions (pH ≤ 6.0), it inverses the process of Se adsorption in soil oxides [39]. Therefore, by controlling the alkalinity in Zhongwei soils with agronomic practices such as tillage, the organic material amendment can produce Se-enriched soil and Se-enriched crops.

3.2.2. Influence of pH on Se Content in the Soil

Selenium oxyanions have more retention in acidic soils in comparison with alkaline calcareous soils [104]. Most alkaline soils adsorb the least amount of Se, most likely due to increased Se solubility [6,105]. Soil pH in Zhongwei is typically alkaline to highly alkaline (mean 8.27), and under well-aerated conditions, inorganic Se is mainly found in the form of selenate (SeO42−), which is hard to adsorb on the soil’s solid surface and is not only readily available to plants but vulnerable to lose by leaching [67]. The result of this study is consistent with the loss of Se with high alkalinity of the soil, which limits the bioavailability of soil (Table 3), increases the concentration of selenate on the surface, and has a good impact on the percentage of B-Se (Table 2). Furthermore, in an alkaline soil environment, the methylation of soil Se within a definite pH range intensifies with an increasing pH, promoting volatile dimethyl compounds that increase the Se mobility and enhance losses of Se in surface soil [106,107].

3.3. Verticals Distribution of Selenium in AS and NS

The concentration of Se in cultivated soil (AS) and natural soil (NS) is accumulated within the depth of 0–40 cm, and the average T-Se content was 0.32 mg/kg and 0.19 mg/kg, respectively. It depicted the concentration of T-Se and B-Se up to a depth of 0–40 cm controlled by OM in the soil (Figure 4a,b). However, with a depth of 40 cm to 100 cm, T-Se and B-Se construction normally decreases by 0.13 (mg/kg) and 0.014 (mg/kg), respectively, which is low Se in the soil according to local standers of Zhongwei (Table S4).
Studies revealed that T-Se in topsoil mainly comes from wet and atmospheric dry deposition [108]. Therefore, the vertical distribution of the soil Se might be affected by wet deposition and ultimately controlled by physicochemical parameters. The northwest Se-adequate area is the driest region in China, with the lowest rainfall and the most intense evaporation. The soil types in the area are mostly desert and alpine. These soils have high oxidizing and alkaline characteristics.
Agronomic measures can alter soil Se bioavailability by naturally and artificially controlling pH and OM [22]. Tillage and vegetation cover can change soil Se bioavailability by regulating soil Se [40,109,110] showed that soil’s physical and chemical properties could be improved by planting secondary forests in Ningxia, a semi-arid region, for several years, and soil quality can be improved significantly. For irrigation practices, soil Se in Zhongwei can be lost in the runoff from surface soil by flood irrigation because of the high alkalinity in the soil. Consequently, apposite irrigation practices (e.g., drip irrigation, sprinkler irrigation, etc.) can reduce the percolation of soil Se [48,66,111]. Effective fertilization practices of organic and inorganic fertilizers (i.e., N, P, and S) can substantially improve soil Se bioavailability [112,113,114,115]. The application of fertilizers can regulate the bioavailability of Se. However, the mechanism involved with Se bioavailability after applying fertilizers is more complicated [22]. Agronomic biofortification can be an agriculture strategy used by food companies as a cost-effective method in Zhongwei [42] to produce high-Se functional products that contain more bioavailable Se [116]. Since soil Se levels were limited at the study site, it is feasible to reintroduce residual plant material, which contained additional plant Se.
Further studies are required to know about the soil mechanism in Zhongwei and other mineral compositions of Zhongwei soil, which controls soil Se. The composition of OM in dry soil needs to be investigated in different conditions and concentrations to understand the mechanism of B-Se percentage variations in soil.

4. Conclusions

This investigation is one of the few studies to report soil Se distribution in the dry arable area of Zhongwei and showed that B-Se was directly correlated to the soil T-Se, which is controlled by the soil’s physiochemical properties. The results of this study suggested that the spatial distribution of soil Se from north to south of Zhongwei was evenly distributed, irrespective of soil Se bioavailability, which certainly changed in some cultivated sites. The study also indicates that the high Se bioavailability proportion produced sufficient-to-moderate Se crops. Moreover, bioavailable Se was primarily influenced by physiochemical factors, such as pH, and OM, more contrarily than reported in previous studies because of high soil alkalinity. Our observation concluded that OM and pH were the main influential factors in increasing soil Se bioavailability, which can hold for crop biofortification practices grown on similar soil conditions. This study presents novel data on soil B-Se information for making appropriate soil Se input recommendations to meet the adequacy of Se bioavailability for plants in dry areas such as Zhongwei. Additional studies are needed to provide a scientific approach for regulating the B-Se in highly alkaline soil and Se organic fractions in dry regions such as Zhongwei.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/agriculture13030576/s1, Table S1: Description for contents of soil Se and Se fractions in soil and soil physicochemical properties (n = 128); Table S2: Descriptive statistics of cultivated and uncultivated/Natural soil of Zhongwei; Table S3: Selenium content in different crops (mg/kg); Table S4: The proportion of Se levels according to the classification of distribution standards of total Se contents (mg/kg) in different counties of Zhongwei, Haiyuan (HY), Zhongning (ZN), Shapotou (ST) and Zhongwei (ZW); Table S5: The proportion of Se levels according to the classification standards of total Se contents (mg/kg) Zhongwei soil (n = 371); Figure S1: (a) Digital Elevation Model (DEM); (b) Gradient (Green dotes in figure (b) Showing cultivated. Refs [76,88,92,117,118] are cited in Supplementary Materials.

Author Contributions

Conceptualization, M.R.F., Z.Z., L.Y. and X.Y.; methodology, M.R.F. and Z.Z.; software, M.R.F., A.R. and Z.Z., validation, L.Y., X.L. and Z.Z.; formal analysis, M.R.F., investigation, Z.Z.; resources, X.Y. and X.L.; data curation, M.R.F. and Z.Z.; writing—original draft preparation, M.R.F. and Z.Z.; writing—review and editing, M.R.F., G.S.B., X.Y., L.Y., X.L. and A.R.; visualization, M.R.F. and Z.Z.; supervision, X.Y. and X.L.; project administration, X.Y. and L.Y.; funding acquisition, X.Y All authors have read and agreed to the published version of the manuscript.

Funding

The funding is provided by, The Functional Agriculture (Selenium-enriched) Industry Introducing Intelligence and Talent Cultivation (No. B2020041) and the Zhongwei City Selenium-enriching Functional Product Technology R&D Innovation Team (No. 2020RXTDLX07), and the Special Fund for Functional Agricultural Development of Nanjing National Agricultural Innovation Park (NJGJNCY-FAST01).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

We highly acknowledge the support and participation of Zhangmin Wang and Jiaping Song. The authors acknowledge the financial and technical support provided by the Research on the Safe Range of Dietary Selenium Intake (International Cooperation) (D20180031), and the Guangxi Major Special Project of Science and Technique (Gk. AA17202026), and data collection teams including farmers and workers. We are especially grateful to the villagers, Wei Li and Chen Jia, during the data collection and local surveys. We sincerely thank you.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Schwarz, K.; Foltz, C.M. Selenium as an integral part of factor 3 against dietary necrotic liver degeneration. J. Am. Chem. Soc. 1957, 79, 3292–3293. [Google Scholar] [CrossRef]
  2. Rayman, M.P. Food-chain selenium and human health: Emphasis on intake. Br. J. Nutr. 2008, 100, 254–268. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Zhu, Y.-G.; Pilon-Smits, E.A.H.; Zhao, F.-J.; Williams, P.N.; Meharg, A.A. Selenium in higher plants: Understanding mechanisms for biofortification and phytoremediation. Trends Plant Sci. 2009, 14, 436–442. [Google Scholar] [CrossRef]
  4. Chilimba, A.D.C.; Young, S.D.; Black, C.R.; Rogerson, K.B.; Ander, E.L.; Watts, M.J.; Lammel, J.; Broadley, M.R. Maize grain and soil surveys reveal suboptimal dietary selenium intake is widespread in Malawi. Sci. Rep. 2011, 1, 72. [Google Scholar] [CrossRef] [Green Version]
  5. dos Reis, A.R.; El-Ramady, H.; Santos, E.F.; Gratão, P.L.; Schomburg, L. Overview of Selenium Deficiency and Toxicity Worldwide: Affected Areas, Selenium-Related Health Issues, and Case Studies; Springer: Cham, Switzerland, 2017; pp. 209–230. [Google Scholar] [CrossRef]
  6. Li, D.-B.; Cheng, Y.-Y.; Wu, C.; Li, W.-W.; Li, N.; Yang, Z.-C.; Tong, Z.-H.; Yu, H.-Q. Selenite reduction by Shewanella oneidensis MR-1 is mediated by fumarate reductase in periplasm. Sci. Rep. 2015, 4, 3735. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  7. Fordyce, F.M. Selenium Deficiency and Toxicity in the Environment. In Essentials of Medical Geology; Springer: Dordrecht, The Netherlands, 2013; pp. 375–416. [Google Scholar] [CrossRef] [Green Version]
  8. Zhu, J.; Wang, N.; Li, S.; Li, L.; Su, H.; Liu, C. Distribution and transport of selenium in Yutangba, China: Impact of human activities. Sci Total Environ. 2008, 392, 252–261. [Google Scholar] [CrossRef]
  9. Liu, Y.; Li, Y.; Jiang, Y.; Li, H.; Wang, W.; Yang, L. Effects of Soil Trace Elements on Longevity Population in China. Biol. Trace Elem. Res. 2013, 153, 119–126. [Google Scholar] [CrossRef] [PubMed]
  10. Li, Q.; Liu, M.; Hou, J.; Jiang, C.; Li, S.; Wang, T. The prevalence of Keshan disease in China. Int. J. Cardiol. 2013, 168, 1121–1126. [Google Scholar] [CrossRef]
  11. Ellis, D.R.; Salt, D.E. Plants, selenium and human health. Curr. Opin. Plant Biol. 2003, 6, 273–279. [Google Scholar] [CrossRef]
  12. Rayman, M.P. Selenium and human health. Lancet 2012, 379, 1256–1268. [Google Scholar] [CrossRef]
  13. Tan, J.; Zhu, W.; Wang, W.; Li, R.; Hou, S.; Wang, D.; Yang, L. Selenium in soil and endemic diseases in China. Sci. Total Environ. 2002, 284, 227–235. [Google Scholar] [CrossRef]
  14. Li, Y.; Wang, W.; Luo, K.; Li, H. Environmental behaviors of selenium in soil of typical selenosis area, China. J. Environ. Sci. 2008, 20, 859–864. [Google Scholar] [CrossRef]
  15. Ni, R.; Luo, K.; Tian, X.; Yan, S.; Zhong, J.; Liu, M. Distribution and geological sources of selenium in environmental materials in Taoyuan County, Hunan Province, China. Environ. Geochem. Health 2016, 38, 927–938. [Google Scholar] [CrossRef] [PubMed]
  16. Sharma, V.K.; McDonald, T.J.; Sohn, M.; Anquandah GA, K.; Pettine, M.; Zboril, R. Biogeochemistry of selenium. A review. Environ. Chem. Lett. 2015, 13, 49–58. [Google Scholar] [CrossRef]
  17. Fordyce, F. Selenium geochemistry and health. AMBIO A J. Hum. Environ. 2007, 36, 94–98. [Google Scholar] [CrossRef] [Green Version]
  18. He, Y.; Xiang, Y.; Zhou, Y.; Yang, Y.; Zhang, J.; Huang, H.; Shang, C.; Luo, L.; Gao, J.; Tang, L. Selenium contamination, consequences and remediation techniques in water and soils: A review. Environ. Res. 2018, 164, 288–301. [Google Scholar] [CrossRef]
  19. Bailey, R.T. Review: Selenium contamination, fate, and reactive transport in groundwater in relation to human health. Hydrogeol. J. 2017, 25, 1191–1217. [Google Scholar] [CrossRef]
  20. Johnson, C.C.; Ge, X.; Green, K.A.; Liu, X. Selenium distribution in the local environment of selected villages of the Keshan disease belt, Zhangjiakou district, Hebei Province, People’s Republic of China. Appl. Geochem. 2000, 15, 385–401. [Google Scholar] [CrossRef]
  21. Yu, T.; Yang, Z.; Hou, Q.; Lv, Y.; Xi, X.; Li, M. Topsoil selenium distribution in relation to geochemical factors in main agricultural areas of China. In Global Advances in Selenium Research from Theory to Application; CRC Press: London, UK, 2016; pp. 5–6. Available online: https://content.taylorfrancis.com/books/download?dac=C2014-0-365256&isbn=9781315687568&format=googlePreviewPdf#page=28 (accessed on 24 March 2019).
  22. Dinh, Q.T.; Cui, Z.; Huang, J.; Tran TA, T.; Wang, D.; Yang, W.; Zhou, F.; Wang, M.; Yu, D.; Liang, D. Selenium distribution in the Chinese environment and its relationship with human health: A review. Environ. Int. 2018, 112, 294–309. [Google Scholar] [CrossRef]
  23. Tan, J. (Ed.) The Atlas of Endemic Diseases and their Environment; Science Press: Beijing, China, 1989. [Google Scholar]
  24. Wang, Z.; Gao, Y. Biogeochemical cycling of selenium in Chinese environments. Appl. Geochem. 2001, 16, 1345–1351. [Google Scholar] [CrossRef]
  25. Tan, J.; Huang, Y. Selenium in geo-ecosystem and its relation to endemic diseases in China. Water Air Soil Pollut. 1991, 57, 59–68. [Google Scholar] [CrossRef]
  26. Sun, G.-X.; Meharg, A.A.; Li, G.; Chen, Z.; Yang, L.; Chen, S.-C.; Zhu, Y.-G. Distribution of soil selenium in China is potentially controlled by deposition and volatilization? Sci. Rep. 2016, 6, 20953. [Google Scholar] [CrossRef] [Green Version]
  27. Wadgaonkar, S.L.; Nancharaiah, Y.V.; Esposito, G.; Lens, P.N.L. Critical Reviews in Biotechnology Environmental impact and bioremediation of seleniferous soils and sediments Environmental impact and bioremediation of seleniferous soils and sediments. Crit. Rev. Biotechnol. 2018, 38, 941–956. [Google Scholar] [CrossRef]
  28. Eich-Greatorex, S.; Sogn, T.A.; Øgaard, A.F.; Aasen, I. Plant availability of inorganic and organic selenium fertiliser as influenced by soil organic matter content and pH. Nutr. Cycl. Agroecosystems 2007, 79, 221–231. [Google Scholar] [CrossRef]
  29. Tolu, J.; Thiry, Y.; Bueno, M.; Jolivet, C.; Potin-Gautier, M.; Le Hécho, I. Distribution and speciation of ambient selenium in contrasted soils, from mineral to organic rich. Sci. Total Environ. 2014, 479, 93–101. [Google Scholar] [CrossRef]
  30. Xu, Y.; Hao, Z.; Li, Y.; Li, H.; Wang, L.; Zang, Z.; Liao, X.; Zhang, R. Distribution of selenium and zinc in soil-crop system and their relationship with environmental factors. Chemosphere 2020, 242, 125289. [Google Scholar] [CrossRef]
  31. Jia, M.; Zhang, Y.; Huang, B.; Zhang, H. Source apportionment of selenium and influence factors on its bioavailability in intensively managed greenhouse soil: A case study in the east bank of the Dianchi Lake, China. Ecotoxicol. Environ. Saf. 2019, 170, 238–245. [Google Scholar] [CrossRef]
  32. Fan, J.; Zhao, G.; Sun, J.; Hu, Y.; Wang, T. Effect of humic acid on Se and Fe transformations in soil during waterlogged incubation. Sci. Total Environ. 2019, 684, 476–485. [Google Scholar] [CrossRef] [PubMed]
  33. Wang, D.; Dinh, Q.T.; Anh Thu, T.T.; Zhou, F.; Yang, W.; Wang, M.; Song, W.; Liang, D. Effect of selenium-enriched organic material amendment on selenium fraction transformation and bioavailability in soil. Chemosphere 2018, 199, 417–426. [Google Scholar] [CrossRef]
  34. Lyu, C.; Qin, Y.; Zhao, Z.; Liu, X. Characteristics of selenium enrichment and assessment of selenium bioavailability using the diffusive gradients in thin-films technique in seleniferous soils in Enshi, Central China. Environ. Pollut. 2021, 273, 116507. [Google Scholar] [CrossRef]
  35. Jones, G.D.; Droz, B.; Greve, P.; Gottschalk, P.; Poffet, D.; McGrath, S.P.; Seneviratne, S.I.; Smith, P.; Winkel, L.H.E. Selenium deficiency risk predicted to increase under future climate change. Proc. Natl. Acad. Sci. USA 2017, 114, 2848–2853. [Google Scholar] [CrossRef] [Green Version]
  36. Chang, C.; Yin, R.; Wang, X.; Shao, S.; Chen, C.; Zhang, H. Selenium translocation in the soil-rice system in the Enshi seleniferous area, Central China. Sci. Total Environ. 2019, 669, 83–90. [Google Scholar] [CrossRef]
  37. Gürses, A.; Açıkyıldız, M.; Güneş, K.; Gürses, M.S. Selenium in Plants and Soils, and Selenosis in Enshi, China: Implications for Selenium Biofortification. In Ultrasound Technology in Green Chemistry; Springer: Berlin/Heidelberg, Germany, 2016. [Google Scholar] [CrossRef]
  38. Yuan, L.; Yin, X.; Zhu, Y.; Li, F.; Huang, Y.; Liu, Y.; Lin, Z. Selenium in Plants and Soils, and Selenosis in Enshi, China: Implications for Selenium Biofortification; Springer: Dordrecht, The Netherlands, 2012; pp. 7–31. [Google Scholar] [CrossRef]
  39. Xu, Y.; Li, Y.; Li, H.; Wang, L.; Liao, X.; Wang, J.; Kong, C. Effects of topography and soil properties on soil selenium distribution and bioavailability (phosphate extraction): A case study in Yongjia County, China. Sci. Total Environ. 2018, 633, 240–248. [Google Scholar] [CrossRef]
  40. Xiao, K.; Tang, J.; Chen, H.; Li, D.; Liu, Y. Impact of land use/land cover change on the topsoil selenium concentration and its potential bioavailability in a karst area of southwest China. Sci. Total Environ. 2020, 708, 135201. [Google Scholar] [CrossRef]
  41. Liu, N.; Wang, M.; Zhou, F.; Zhai, H.; Qi, M.; Liu, Y.; Li, Y.; Zhang, N.; Ma, Y.; Huang, J.; et al. Selenium bioavailability in soil-wheat system and its dominant influential factors: A field study in Shaanxi province, China. Sci. Total Environ. 2021, 770, 144664. [Google Scholar] [CrossRef] [PubMed]
  42. Wang, Z.Q.; Yang, J.F.; Wei, L.X. Geochemical characteristics and bioavailability of selenium in alkaline soil in Shizuishan area, Ningxia. Geophys. Geochem. Explor. 2022, 46, 229–237. [Google Scholar] [CrossRef]
  43. Li, X.; Gao, Y.; Zhao, W. Distribution characteristics of selenium in cultivated soil and its influencing factors in Qingtongxia City of Ningxia. J. Agric. Resour. Environ. 2018, 35, 422–429. [Google Scholar]
  44. Wang, D.; Zhou, F.; Yang, W.; Peng, Q.; Man, N.; Liang, D. Selenate redistribution during aging in different Chinese soils and the dominant influential factors. Chemosphere 2017, 182, 284–292. [Google Scholar] [CrossRef] [PubMed]
  45. Feng, P.Y.; Li, Z.; Zhe, Y.Y.; Huang, J.; Liang, D.L. Selenate Adsorption and Desorption in 18 Kinds of Chinese Soil with Their Physicochemical Properties. Environ. Sci. 2016, 37, 3160–3167. [Google Scholar]
  46. Li, J.; Peng, Q.; Liang, D.; Liang, S.; Chen, J.; Sun, H.; Li, S.; Lei, P. Effects of aging on the fraction distribution and bioavailability of selenium in three different soils. Chemosphere 2016, 144, 2351–2359. [Google Scholar] [CrossRef]
  47. Wei, T.; Li, H.; Li, B. Analysis of Selenium Concentration in Soil and Fruit Samples of Jujube Orchard in Main Producing Areas and Test of Selenium-enriched Technology. Ningxia J. Agri. Fores. Sci. Tech 2018, 59, 16–19. [Google Scholar]
  48. Xuan, B.M. Effects of drip irrigation on potato planting in haiyuan county, ningxia hui autonomous region. Agric. Eng. Technol. 2017, 37, 15–17. [Google Scholar] [CrossRef]
  49. Liwen, M.A.; Jing LI, U.; Jinfu, M.A.; Xueyi, Z. A Meticulous Climatic Division Suitable for Potato Planting in Haiyuan County. Chin. Potato 2017, 31, 210–215. [Google Scholar]
  50. Li, Y.X.; Wang, S.D.; Ke, Y.; Luo, J.H.; Chen, X.Q.; Zhang, X.J. Characteristics of soil nutrients and present situation of fertilization in the major wolfberry producing areas of Ningxia. Gricultural Res. Arid Areas 2016, 34, 113–118. [Google Scholar] [CrossRef]
  51. Wang, X.; Shi, X.; Zhao, Y. effect of soil nutrients of different age grave-covered field on quality of water-melon in ningxia. Soil Fertil. 2015, 1, 150–153. [Google Scholar] [CrossRef]
  52. Chang, J.; Gao, X. Study on the benefit of planting selenium sand melon in zhongwei city. Soil Water Conserv. China 2009, 8, 48. [Google Scholar] [CrossRef]
  53. Wang, C.; Wang, J.; Wang, F. Spatial variability of soil organic matter in sands of Zhongwei City. Soil Bull. 2016, 47, 287–293. [Google Scholar]
  54. Qiao, P.; Yang, S.; Lei, M.; Chen, T.; Dong, N. Quantitative analysis of the factors influencing spatial distribution of soil heavy metals based on geographical detector. Sci. Total Environ. 2019, 664, 392–413. [Google Scholar] [CrossRef]
  55. Green, N. Principles of geographical information systems for land resources assessment. J. Quat. Sci. 1988, 3, 108. [Google Scholar] [CrossRef]
  56. Biau, G.; Scornet, E. A random forest guided tour. Test 2016, 25, 197–227. [Google Scholar] [CrossRef] [Green Version]
  57. Rafaqat, W.; Iqbal, M.; Kanwal, R.; Weiguo, S. Evaluation of Wildfire Occurrences in Pakistan with Global Gridded Soil Properties Derived from Remotely Sensed Data. Remote Sens. 2022, 14, 5503. [Google Scholar] [CrossRef]
  58. Hsiao, C. Analysis of Panel Data; Cambridge University Press: Cambridge, UK, 2022. [Google Scholar]
  59. Wang, L.; Zhang, F.; Fu, W.; Tan, Q.; Chen, J. Analysis of Temporal and Spatial Differences and Influencing Factors of Energy Eco-Efficiency in Energy-Rich Area of the Yellow River Basin. Phys. Chem. Earth 2021, 121, 102976. [Google Scholar] [CrossRef]
  60. Hou, Q.Y.; Yang, Z.F.; Yu, T. Soil Geochemical Dataset of China; Geological Publishing House: Beijing, China, 2020. [Google Scholar]
  61. Pang, Y.; He, J.; Niu, X.; Song, T.; Fu, L.; Liu, K.; Bi, E. Selenium distribution in cultivated Argosols and Gleyosols of dry and paddy lands: A case study in Sanjiang Plain, Northeast China. Sci. Total Environ. 2022, 836, 155528. [Google Scholar] [CrossRef]
  62. Zhang, H.; Feng, X.; Jiang, C.; Li, Q.; Liu, Y.; Gu, C.; Shang, L.; Lin, Y.; Larssen, T. Understanding the Paradox of Selenium Contamination in Mercury Mining Areas: High Soil Content and Low Accumulation in Rice. Environ. Poll. 2014, 188, 27–36. [Google Scholar] [CrossRef]
  63. DB 64/T 1220-2016; Standard for Selenium-Enriched Soil in Ningxia. Ningxia People’s Education Publishing House: Yinchuan, China, 2018.
  64. Gong, J.; Yang, J.; Wu, J.; Gao, J.; Tang, S.; Ma, S. Spatial Distribution and Environmental Impact Factors of Soil Selenium in Hainan Island, China. Sci. Total Environ. 2022, 811, 151329. [Google Scholar] [CrossRef]
  65. Yu, G.; Du, L.L.; Long, H.; Li, S. Characteristic research of Vertical Distribution of Selenium Element in Zhongning County, Ningxia. Resour. Environ. Eng. 2017, 31, 10. [Google Scholar] [CrossRef]
  66. Zhang, J.; Luo, Y.; Chang, H. Soil quality and selenium evaluation of apple orchard in desertified area of Ningxia Hui Autonomous Region. Bullet Soil Water Conversat. 2019, 39, 66–76. [Google Scholar] [CrossRef]
  67. Xiao, K.; Lu, L.; Tang, J.; Chen, H.; Li, D.; Liu, Y. Parent material modulates land use effects on soil selenium bioavailability in a selenium-enriched region of southwest China. Geoderma 2020, 376, 114554. [Google Scholar] [CrossRef]
  68. Yu, D.; Liang, D.; Lei, L.; Zhang, R.; Sun, X.; Lin, Z. Selenium geochemical distribution in the environment and predicted human daily dietary intake in northeastern Qinghai, China. Environ. Sci. Pollut. Res. 2015, 22, 11224–11235. [Google Scholar] [CrossRef]
  69. Stroud, J.L.; Broadley, M.R.; Foot, I.; Fairweather-Tait, S.J.; Hart, D.J.; Hurst, R.; Knott, P.; Mowat, H.; Norman, K.; Scott, P.; et al. Soil factors affecting selenium concentration in wheat grain and the fate and speciation of Se fertilisers applied to soil. Plant Soil 2010, 332, 19–30. [Google Scholar] [CrossRef]
  70. Ryu, J.-H.; Gao, S.; Tanji, K.K. Accumulation and speciation of selenium in evaporation basins in California, USA. J. Geochem. Explor. J. 2011, 110, 216–224. [Google Scholar] [CrossRef]
  71. Favorito, J.E.; Grossl, P.R.; Davis, T.Z.; Eick, M.J.; Hankes, N. Soil-plant-animal relationships and geochemistry of selenium in the Western Phosphate Resource Area (United States): A review. In Chemosphere; Elsevier Ltd.: Amsterdam, The Netherlands, 2021; Volume 266, p. 128959. [Google Scholar] [CrossRef]
  72. Navarro-Alarcon, M.; Cabrera-Vique, C. Selenium in food and the human body: A review. Sci. Total Environ. 2008, 400, 115–141. [Google Scholar] [CrossRef] [PubMed]
  73. Bajaj, M.; Eiche, E.; Neumann, T.; Winter, J.; Gallert, C. Hazardous concentrations of selenium in soil and groundwater in North-West India. J. Hazard. Mater. 2011, 189, 640–646. [Google Scholar] [CrossRef] [PubMed]
  74. Watson, A. Desert soils. Dev. Earth Surf. Process 1992, 2, 225–260. [Google Scholar] [CrossRef]
  75. Blazina, T.; Sun, Y.; Voegelin, A.; Lenz, M.; Berg, M.; Winkel, L.H. Terrestrial selenium distribution in China is potentially linked to monsoonal climate. Nat. Commun. 2014, 5, 4717. [Google Scholar] [CrossRef] [Green Version]
  76. Zhai, H.; Xue, M.; Du, Z.; Wang, D.; Zhou, F.; Feng, P.; Liang, D.-L. Leaching behaviors and chemical fraction distribution of exogenous selenium in three agricultural soils through simulated rainfall. Ecotoxicol. Environ. Saf. 2019, 173, 393–400. [Google Scholar] [CrossRef] [PubMed]
  77. Shen, J.Z.; Cao, S.J. Investigation and analysis of selenium levels in four areas of Shandong and Sichuan Province. China J. Prev. Med. 2007, 41, 419–421. [Google Scholar]
  78. Meng, Z.L. Geochemical Characteristics of Selenium and Other Elements in Soil and Agricultural Products in Typical Areas of Shandong Province; Geological Engineering, China University of Geosciences: Beijing, China, 2016; p. 54. (In Chinese) [Google Scholar]
  79. Jia, S.J. Evaluation standards and genesis of selenium-rich soil in Anhui Province. Resour. Surv. Environ. 2013, 34, 133–137. (In Chinese) [Google Scholar]
  80. Peng, Q.; Guo, L.; Ali, F.; Li, J.; Qin, S.; Feng, P.; Liang, D. Influence of Pak choi plant cultivation on Se distribution, speciation and bioavailability in soil. Plant Soil 2016, 403, 331–342. [Google Scholar] [CrossRef]
  81. Wang, J.; Li, H.; Li, Y.; Yu, J.; Yang, L.; Feng, F.; Chen, Z. Speciation, Distribution, and Bioavailability of Soil Selenium in the Tibetan Plateau Kashin–Beck Disease Area—A Case Study in Songpan County, Sichuan Province, China. Biol. Trace Elem. Res. 2013, 156, 367–375. [Google Scholar] [CrossRef]
  82. Li, Z.; Man, N.; Wang, S.; Liang, D.; Liu, J. Selenite adsorption and desorption in main Chinese soils with their characteristics and physicochemical properties. J. Soils Sediments 2015, 15, 1150–1158. [Google Scholar] [CrossRef]
  83. Peak, D. Adsorption mechanisms of selenium oxyanions at the aluminum oxide/water interface. J. Colloid Interface Sci. 2006, 303, 337–345. [Google Scholar] [CrossRef]
  84. Supriatin, S.; Weng, L.; Comans RN, J. Selenium-rich dissolved organic matter determines selenium uptake in wheat grown on Low-selenium arable land soils. Plant Soil 2016, 408, 73–94. [Google Scholar] [CrossRef] [Green Version]
  85. Qin, H.B.; Zhu, J.M.; Su, H. Selenium fractions in organic matter from Se-rich soils and weathered stone coal in selenosis areas of China. Chemosphere 2012, 86, 626–633. [Google Scholar] [CrossRef]
  86. Wu, H.; Guo, Z.; Peng, C. Distribution and storage of soil organic carbon in China. Glob. Biogeochem. Cycles. 2003, 17, 1048–1060. [Google Scholar] [CrossRef] [Green Version]
  87. Supriatin, S.; Weng, L.; Comans, R.N.J. Selenium speciation and extractability in Dutch agricultural soils. Sci. Total Environ. 2015, 532, 368–382. [Google Scholar] [CrossRef] [PubMed]
  88. Yanai, J.; Mizuhara, S.; Yamada, H. Soluble selenium content of agricultural soils in Japan and its determining factors with reference to soil type, land use and region. Soil Sci. Plant Nutr. 2015, 61, 312–318. [Google Scholar] [CrossRef] [Green Version]
  89. Li, Z.; Liang, D.; Peng, Q.; Cui, Z.; Huang, J.; Lin, Z. Interaction between selenium and soil organic matter and its impact on soil selenium bioavailability: A review. Geoderma 2017, 295, 69–79. [Google Scholar] [CrossRef]
  90. Dinh, Q.T.; Li, Z.; Tran TA, T.; Wang, D.; Liang, D. Role of organic acids on the bioavailability of selenium in soil: A review. Chemosphere 2017, 184, 618–635. [Google Scholar] [CrossRef]
  91. Cleveland, C.C.; Liptzin, D.C. Stoichiometry in soil: Is there a ‘Redfield ratio’ for the microbial biomass? Biogeochemistry 2007, 85, 235–252. [Google Scholar] [CrossRef]
  92. Fierer, N.; Strickland, M.S.; Liptzin, D.; Bradford, M.A.; Cleveland, C.C. Global patterns in belowground communities. Ecol. Lett. 2009, 12, 1238–1249. [Google Scholar] [CrossRef]
  93. Shaheen, S.M.; Frohne, T.; White, J.R.; DeLaune, R.D.; Rinklebe, J. Redox-induced mobilization of copper, selenium, and zinc in deltaic soils originating from Mississippi (U.S.A.) and Nile (Egypt) River Deltas: A better understanding of biogeochemical processes for safe environmental management. J. Environ. Manag. 2017, 186, 131–140. [Google Scholar] [CrossRef] [PubMed]
  94. Winkel, L.H.; Annette Johnson, C.; Lenz, M.; Grundl, T.; Leupin, O.X.; Amini, M.; Charlet, L. Environmental Selenium Research: From Microscopic Processes to Global Understanding. Environ. Sci. Technol. 2012, 46, 571–579. [Google Scholar] [CrossRef]
  95. Wang, M.; Cui, Z.; Xue, M.; Peng, Q.; Zhou, F.; Wang, D.; Dinh, Q.T.; Liu, Y.; Liang, D. Assessing the Uptake of Selenium from Naturally Enriched Soils by Maize (Zea Mays L.) Using Diffusive Gradients in Thin-Films Technique (DGT) and Traditional Extractions. Sci. Total Environ. 2019, 689, 1–9. [Google Scholar] [CrossRef] [PubMed]
  96. Wang, S.; Liang, D.; Wang, D.; Wei, W.; Fu, D.; Lin, Z. Selenium Fractionation and Speciation in Agriculture Soils and Accumulation in Corn (Zea Mays L.) under Field Conditions in Shaanxi Province, China. Sci. Total Environ. 2012, 427, 159–164. [Google Scholar] [CrossRef]
  97. Qin, P.; Wang, M.; Cui, Z.; Huang, J.; Chen, C.; Guo, L.; Liang, D. Assessment of bioavailability of selenium in different plant-soil systems by diffusive gradients in thin-films (DGT). Environ. Pollut. 2017, 225, 637–643. [Google Scholar] [CrossRef]
  98. Wang, Q.; Yu, Y.; Li, J.; Wan, Y.; Huang, Q.; Guo, Y.; Li, H. Effects of Different Forms of Selenium Fertilizers on Se Accumulation, Distribution, and Residual Effect in Winter Wheat–Summer Maize Rotation System. J. Agric. Food Chem. 2017, 65, 1116–1123. [Google Scholar] [CrossRef] [PubMed]
  99. Dan, W.; Xue, M.; Wang, Y.; Zhou, D.; Tang, L.; Cao, S.; Wei, Y.; Yang, C.; Liang, D. Effects of Straw Amendment on Selenium Aging in Soils: Mechanism and Influential Factors. Sci. Total Environ. 2019, 657, 871–881. [Google Scholar] [CrossRef]
  100. Fayaz, A.; Peng, Q.; Wang, D.; Cui, Z.; Huang, J.; Fu, D.; Liang, D. Effects of Selenite and Selenate Application on Distribution and Transformation of Selenium Fractions in Soil and Its Bioavailability for Wheat (Triticum Aestivum L.). Environ. Sci. Pollut. Res. 2017, 24, 8315–8325. [Google Scholar] [CrossRef]
  101. Riikka, K.; Räty, M.; Yli-Halla, M. Selenium Fractions in Selenate-Fertilized Field Soils of Finland. Nutr. Cycl. Agroecosystems 2011, 91, 17–29. [Google Scholar] [CrossRef]
  102. Dinh, Q.T.; Zhou, F.; Wang, M.; Peng, Q.; Wang, M.; Qi, M.; Tran TA, T.; Chen, H.; Liang, D. Assessing the potential availability of selenium in the soil-plant system with manure application using diffusive gradients in thin-films technique (DGT) and DOM-Se fractions extracted by selective extractions. Sci. Total Environ. 2021, 763, 143047. [Google Scholar] [CrossRef]
  103. Dinh, Q.T.; Wang, M.; Tran, T.; Zhou, F.; Wang, D.; Zhai, H.; Peng, Q.; Xue, M.; Du, Z.; Bañuelos, G.S.; et al. Bioavailability of selenium in soil-plant system and a regulatory approach. Crit. Rev. Environ. Sci. Technol. 2019, 49, 443–517. [Google Scholar] [CrossRef]
  104. Dhillon, K.S.; Dhillon, S.K. Adsorption-desorption reactions of selenium in some soils of India. Geoderma 1999, 93, 19–31. [Google Scholar] [CrossRef]
  105. Singh, M.; Singh, N.; Relan, P.S. Adsorption and desorption of selenite and selenate selenium on different soils. Soil Sci. 1981, 132, 134–141. [Google Scholar] [CrossRef]
  106. Masscheleyn, P.H.; Delaune, R.D.; Patrick, W.H. Transformations of Selenium As Affected by Sediment Oxidation–Reduction Potential and pH. Environ. Sci. Technol. 1990, 24, 91–96. [Google Scholar] [CrossRef]
  107. Johnsson, L. Selenium uptake by plants as a function of soil type, organic matter content and pH. Plant Soil 1991, 133, 57–64. Available online: http://www.jstor.org/stable/42937009 (accessed on 10 February 2022). [CrossRef]
  108. Song, T.; Cui, G.; Su, X.; He, J.; Tong, S.; Liu, Y. The origin of soil selenium in a typical agricultural area in Hamatong River Basin, Sanjiang Plain, China. Catena 2020, 185, 104355. [Google Scholar] [CrossRef]
  109. Lessa, J.H.L.; Araujo, A.M.; Silva GN, T.; Guilherme LR, G.; Lopes, G. Adsorption-desorption reactions of selenium (VI) in tropical cultivated and uncultivated soils under Cerrado biome. Chemosphere 2016, 164, 271–277. [Google Scholar] [CrossRef]
  110. Zhijian, L.; Yu, G. Geochemical characteristics of selenium in soil in the selenium-rich area of Changshantou, Ningxia. Earth Envi Ronment 2017, 45, 628–633. [Google Scholar] [CrossRef]
  111. Kostopoulou, P.; Barbayiannis, N.; Noitsakis, B. Water relations of yellow sweetclover under the synergy of drought and selenium addition. Plant Soil 2010, 330, 65–71. [Google Scholar] [CrossRef]
  112. Reis, H.P.G.; de Queiroz Barcelos, J.P.; Junior, E.F.; Santos, E.F.; Silva, V.M.; Moraes, M.F.; Putti, F.F.; dos Reis, A.R. Agronomic biofortification of upland rice with selenium and nitrogen and its relation to grain quality. J. Cereal Sci. 2018, 79, 508–515. [Google Scholar] [CrossRef]
  113. Lyons, G. Selenium in cereals: Improving the efficiency of agronomic biofortification in the UK. Plant Soil 2010, 332, 1–4. [Google Scholar] [CrossRef]
  114. Mao, H.; Wang, J.; Wang, Z.; Zan, Y.; Lyons, G.; Zou, C. Using agronomic biofortification to boost zinc, selenium, and iodine concentrations of food crops grown on the loess plateau in China. J. Soil Sci. Plant Nutr. 2014, 14, 459–470. [Google Scholar] [CrossRef] [Green Version]
  115. Galinha, C.; Sánchez-Martínez, M.; Pacheco AM, G.; do Freitas, M.C.; Coutinho, J.; Maçãs, B.; Almeida, A.S.; Pérez-Corona, M.T.; Madrid, Y.; Wolterbeek, H.T. Characterization of selenium-enriched wheat by agronomic biofortification. J. Food Sci. Technol. 2014, 52, 4236–4245. [Google Scholar] [CrossRef] [Green Version]
  116. Lyons, G.H.; Judson, G.J.; Ortiz-Monasterio, I.; Genc, Y.; Stangoulis, J.C.R.; Graham, R.D. Selenium in Australia: Selenium status and biofortification of wheat for better health. J. Trace Elem. Med. Biol. 2005, 19, 75–82. [Google Scholar] [CrossRef] [PubMed]
  117. Zhao, C.; Ren, J.; Xue, C.; Lin, E. Study on the Relationship between Soil Selenium and Plant Selenium Uptake. Plant Soil 2005, 277, 197–206. [Google Scholar] [CrossRef]
  118. Yuan, L.; Zhu, Y.; Lin, Z.Q.; Banuelos, G.; Li, W.; Yin, X. A Novel Selenocystine-Accumulating Plant in Selenium-Mine Drainage Area in Enshi, China. PLoS ONE 2013, 8, 65615. [Google Scholar] [CrossRef]
Figure 1. Location of the study area and descriptive features, Zhongwei China.
Figure 1. Location of the study area and descriptive features, Zhongwei China.
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Figure 2. Se distribution in alkaline arable soils of Zhongwei: (a) total Se content and classification according to Tan (1989), (b) bioavailable Se, (c) percentage of bioavailable selenium.
Figure 2. Se distribution in alkaline arable soils of Zhongwei: (a) total Se content and classification according to Tan (1989), (b) bioavailable Se, (c) percentage of bioavailable selenium.
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Figure 3. Correlation analysis between total soil Se and bioavailable Se.
Figure 3. Correlation analysis between total soil Se and bioavailable Se.
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Figure 4. Soil T-Se and B-Se vertical distribution (depth 1–100 cm) in arable soil (AS) and pH and OM changes vertically in two (y)-tailed line chart (A), and natural soil (NS) pH and OM changes vertically in two (y)-tailed line chart (B).
Figure 4. Soil T-Se and B-Se vertical distribution (depth 1–100 cm) in arable soil (AS) and pH and OM changes vertically in two (y)-tailed line chart (A), and natural soil (NS) pH and OM changes vertically in two (y)-tailed line chart (B).
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Table 2. Matrix of correlations of bioavailable Se and controlling factors in soil.
Table 2. Matrix of correlations of bioavailable Se and controlling factors in soil.
SeB-SeB-Se (%)pHOMCaCO3ClayAIAACEC
Se1.00
B-Se0.76 **1.00
B-Se(%)−0.020.53 **1.00
pH−0.22 *0.26 **0.20 *1.00
OM0.47 **0.22 *−0.21 *0.071.00
CaCO30.18 *0.35 **0.28 **0.62 **0.031.00
Clay−0.04−0.04−0.060.08−0.02−0.011.00
AI−0.07−0.28 **−0.16−0.110.00−0.09−0.061.00
AA−0.05−0.06−0.120.07−0.09−0.020.07−0.051.00
CEC−0.07−0.030.05−0.080.08−0.07−0.100.150.215 *1.00
** p < 0.01 and * p < 0.05.
Table 3. Results of multiple linear regression analyses for the dependence of bioavailable Se.
Table 3. Results of multiple linear regression analyses for the dependence of bioavailable Se.
BSeCoef.St. Err.t-Valuep-Value95% ConfidenceIntervalSig
Se0.7340.05413.5900.6270.841***
pH0.1550.0571.420.0080.0380.23**
OM0.2520.0693.100.0020.2490.055***
CaCO30.1170.0552.130.0350.0080.227**
Clay−0.0110.053-0.200.841−0.1150.094
AI−0.1780.042−4.240−0.26−.095***
AA−0.060.05−1.220.226−0.1590.038
CEC0.1040.0541.910.059−0.0040.211
Constant−5.0235.52−0.910.365−15.9535.906
Mean dependent var26.836SD dependent var 16.965
R-squared 0.700Number of observations 128
F-test34.713Prob > F0.000
*** p < 0.01 and ** p < 0.05.
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Farooq, M.R.; Zhang, Z.; Yuan, L.; Liu, X.; Rehman, A.; Bañuelos, G.S.; Yin, X. Influencing Factors on Bioavailability and Spatial Distribution of Soil Selenium in Dry Semi-Arid Area. Agriculture 2023, 13, 576. https://doi.org/10.3390/agriculture13030576

AMA Style

Farooq MR, Zhang Z, Yuan L, Liu X, Rehman A, Bañuelos GS, Yin X. Influencing Factors on Bioavailability and Spatial Distribution of Soil Selenium in Dry Semi-Arid Area. Agriculture. 2023; 13(3):576. https://doi.org/10.3390/agriculture13030576

Chicago/Turabian Style

Farooq, Muhammad Raza, Zezhou Zhang, Linxi Yuan, Xiaodong Liu, Abdul Rehman, Gary S. Bañuelos, and Xuebin Yin. 2023. "Influencing Factors on Bioavailability and Spatial Distribution of Soil Selenium in Dry Semi-Arid Area" Agriculture 13, no. 3: 576. https://doi.org/10.3390/agriculture13030576

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