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Article

The Effect of a Fly Ash-Based Soil Conditioner on Corn and Wheat Yield and Risk Analysis of Heavy Metal Contamination

1
National Engineering Laboratory for Hydrometallurgical Cleaner Production Technology, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
2
Lignite and Fly Ash Engineering Technology Research Institute, Xilingol Professional College, Xilinhot 026000, China
*
Author to whom correspondence should be addressed.
Sustainability 2020, 12(18), 7281; https://doi.org/10.3390/su12187281
Submission received: 13 August 2020 / Revised: 30 August 2020 / Accepted: 31 August 2020 / Published: 4 September 2020
(This article belongs to the Section Resources and Sustainable Utilization)

Abstract

:
The utilization of coal fly ash (CFA) as a soil conditioner has been a research hotspot in recent years. In this paper, the continuity and stability of the yield-increasing effect of a fly ash-based soil conditioner were investigated through field trials for three consecutive years. The yield-increasing effect and applicability were also investigated by planting a variety of crops in different types of soil. Field test results revealed that the new fly ash-based soil conditioner had wide adaptability and stability under the condition of reducing the application of traditional fertilizers by 20%. For corns grown in castano-cinnamon soil and dark brown soil, the application of the new fly ash-based soil conditioner for three consecutive years has steadily increased the yield by more than 10%. The yield of wheat planted in castano-cinnamon soil also increased by 15%. Additionally, considering that heavy metals (HMs) contained in the fly ash-based soil conditioner may cause environmental contamination, this paper calculated and analyzed the bio-concentration factor (BCF) and the translocation factor (TF) of Cr, As, Cd, Hg and Pb in the corn experimental fields. The results showed that the five heavy metals were not significantly enriched in various parts of the corn stalk after application of the soil conditioner, and there was temporarily no environmental risk in terms of returning straws to the field or raising livestock.

Graphical Abstract

1. Introduction

Coal fly ash (CFA), a solid residue produced in coal-fired power stations [1], has a high annual output as well as a negative impact on the environment in China, which has become an urgent issue to be solved. Now, its annual production is estimated to be more than 600 million tons [2]. To make matters worse, half of CFA is produced in northern China where the population density and economy development level are relatively low, so CFA cannot be completely consumed by traditional methods such as brick, cement, concrete and catalyst [3,4,5]. This inevitably leads to a large amount of CFA accumulation. Therefore, it is urgent to develop new methods to utilize CFA with higher efficiency and profitability.
It is acknowledged that CFA is produced by the transformation of clay minerals in coal during the process of coal combustion [6]. The main components of CFA are thereby alumina and silica, which are very similar to those of natural clay. In general, the contents of alumina and silica in CFA are about 20–40% and 40–60%, respectively [7]. Additionally, CFA contains a small amount of Mg, Na, P, K, and S, as well as trace elements such as As, B, Mn, Cu and Zn. Comparatively speaking, Si, Al, Fe and Ca are most present in CFA; Mg, Na, P, K and S account for 0.5% to 3.5%, and trace elements account for less than 0.1%. Among all the elements mentioned above, P, Si, Ca, Fe, Mg, K, S, B, Zn, Mn, Cu, etc. are all nutrients required for plant growth [8]. The main phases of CFA are mullite, quartz and/or amorphous silica depending on the variety of raw coal and the combustion temperature of the coal-fired boiler. Moreover, there is a small amount of ferrite, anorthite, olivine, sulfate and so on in the CFA. These components are not chemically steady, so they can be transformed and absorbed by plants under specific conditions.
The porous structure of CFA makes it commonly used as a water-retaining product, and its function of loosening soil can work to improve soil structure. Moreover, CFA contains a lot of nutrients required for plant growth [8], so in recent years, the bio-concentration factor (BCF) has become a new hot issue with regards to soil conditioners. The research of Song et al. [9] showed that the application of CFA alone can effectively increase the water holding capacity of soil, and the combined application of CFA and organic matter can synergistically mitigate soil water evaporation. However, when CFA is directly applied to farmland without any processing, due to the poor activity of CFA formed by high temperature sintering, the water retention efficiency of CFA is not high enough [10], and the nutrient utilization efficiency is also low [11]. Based on its high specific surface area and alkalinity, CFA has adsorption characteristics for metals, which may have a negative effect on the absorption of certain metal elements by some plants, resulting in a decrease in the quantity of dry matter [12] (the mass remaining after plant tissue loses free water). After BCF is applied to the soil, the interaction of various ions will heighten the value of pH and the electrical conductivity (EC) in the soil as a whole [13]. Moreover, high-dose application of CFA may significantly increase the salinity of soil, reducing soil fertility and even resulting in toxic elements being released and groundwater pollution [14]. The process of activation and modification of fly ash can activate nutrients or improve water retention capacity, to reduce its application amount. Additionally, lots of studies have shown that the application of fly ash-based soil conditioner will not enhance the accumulation of heavy metals (HMs) in various plant tissues, and the application of fly ash-based soil conditioner in a safe ratio (less than 8%) is beneficial to plant growth and development [15,16]. However, these studies are limited to laboratory research, and the risk of CFA heavy metals contamination and large-scale field trials are rarely reported.
Essentially, CFA is a by-product of the high-temperature conversion of inorganic minerals doped in coal. It comes from the process of geological changes and eventually returns to nature. This study attempts to make full use of CFA to improve soil structure and balance soil nutrients while returning it to the earth. Our research group has successfully developed a fly ash activation and modification process in the early stage [17]. This process completed the chemical activation and modification of CFA by controlling the activation temperature as well as duration and by adding a calcium-containing activation aid to the CFA [18]. In addition, a small amount of acidic organic matter was added to reduce the alkalinity of the modified fly ash. Also, the research group has verified the feasibility of a yield-increasing effect of fly ash-based soil conditioner through field trials in the year of 2017 and 2018, but they have only summarized the effect of corn yield increase in two years. Obviously, verifying a new product for two years is not enough. So, in order to investigate the continuity of the yield-increasing effect of fly ash-based soil conditioner and also the applicability to different crops, this study repeated the previous field trials in the same fields in the year of 2019 and set up an additional 30 mu (unit of traditional Chinese land area, approximately equals to 667 m2) of wheat test field. At the same time, it is considered that the fly ash-based conditioner contains a small amount of heavy metals; this paper calculated and analyzed the BCF and translocation factor (TF) of Cr, As, Cd, Hg and Pb in the corn experimental field and assessed their environmental contamination risk.

2. Materials and Methods

2.1. Raw Materials and Apparatus

Coal fly ash was obtained from a coal-fired power plant in Inner Mongolia, China, which contains 11.37% Al, 25.93% Si, 4.80% Fe, 3.66% Ca and 1.78% Mg by weight and also a small amount of Mn, B, Cu, Zn and Cl [17]. The soil conditioner from CFA in this study was prepared using the method mentioned in the patent [18]. In the soil conditioner, the activated rates of MgO, CaO and SiO2 were 43.28%, 96.90% and 78.82% respectively [17]. The test method of these available components was determined by China NT/T 2272-2012 soil conditioner [19].
Corn and wheat seeds and conventional fertilizers were purchased locally. The fertilizer consists of N, P2O5 and K2O, which were no less than 15%, respectively.
Inductively Coupled Plasma–Mass Spectrometry (ICP-MS, iCAPQc) were used to analyze the solid chemical composition of the CFA, soil and plants. Microwave Digestion System (MDS-6G, Shanghai Xinyi Microwave Chemical Co., Ltd., China) was used to digest plant and soil samples.

2.2. Experimental Methods

At harvest, at least five sets of corn yield data in each plot were collected, and then the yield of each plant per mu (unit of traditional Chinese land area, approximately equal to 667 m2) was calculated. The wheat yield data came from the average value of ten plants. The following measurements and observations were also made: grains of ten representative plants were selected to analyze the contents of HMs.
Grain samples were collected after the plants had matured. Before chemical analysis, soil samples were air dried and ground (<100 mesh). Then, the corn plants were washed thoroughly with tap water and deionized water to remove the soil. After measuring the height of the plant samples, they were cut and classified into root, stem, lamina and grain. Next, all parts of the plant were dried to constant weight at 70 °C and then weighed, respectively. Finally, the dried plant samples were cut into pieces, ground into powder and stored at room temperature before detection.
To assess the risk of heavy metal contamination, the values of the bio-concentration factor (BCF) and translocation factor (TF) were calculated and analyzed as the two main parameters for assessing input, accumulation and transfer of HMs in soil [20]. By comparing changes to the BCF and TF caused by the application of fly ash-based soil conditioner, the heavy metal contamination risk of the soil conditioner can be assessed [13].

2.3. Field Experiments

To test the continuity and stability of the fly ash-based soil conditioner on plant growth, corn was also chosen for experiments, as in the previous study [17]. Meanwhile, in order to examine the applicability of the soil conditioner, a wheat experiment plot of 30 mu was set up on castano-cinnamon soil near the corn trail field in Chifeng City in China. When exploring the continuity and stability effects of the soil conditioner on the corn, the same two fields were chosen as the farming plots, just as they were in 2017 and 2018. They were of different soil types: castano-cinnamon soil and dark brown soil. It should be noted that the former plot is flat, while the latter plot was located in a hilly area with a slope of about 30 degrees. In order to avoid accidental factors affecting the experimental results, the test fields, the field test methods and fertilization methods were the same as in 2017 and 2018.
In each soil experiment plot for corn, two blank control groups, fertilizer-free and conventional fertilization (N-P-K compound fertilizer), were set for a comparison study. Meanwhile, in order to explore the optimal application rate of soil conditioner in these two soils, applications of the fertilizer of 20, 32 and 40 kg/mu and the conditioner of 50 and 100 kg/mu were set in the castano-cinnamon soil. In the dark brown soil, applications of the fertilizer of 15, 24 and 30 kg/mu and the conditioner of 50 and 100 kg/mu were set. A control group and an experimental group were set up in the castano-cinnamon soil for wheat. The control group was conventionally fertilized (40 kg/mu), and the amount of conditioner applied in the experimental group was set to 50 kg/mu.
In order to verify the actual yield-increasing performance of the soil conditioner, field experiments began to be conducted on the soil conditioner from 2017.
The specific geographical locations of the test fields are shown in Figure 1. Chifeng City is marked as “●” in the map. “■” and “♦” stand for the castano-cinnamon soil and dark brown soil field for corn planting, respectively, the areas of which are 5 mu, and “▲” represents the wheat planting field, which is a 30 mu castano-cinnamon soli field.

3. Results and Discussion

3.1. Results of Field Experiments

3.1.1. Castano-Cinnamon Test Results

Table 1 shows the yield data for corn planted in castano-cinnamon soil in 2019. Table 2 shows the comparison of three-year corn yield-increase rates in castano-cinnamon soil.
As can be seen from the tables above, the application of fly ash-based soil conditioner in castano-cinnamon soil for three consecutive years was able to steadily and continuously increase the corn yield. Over three years, the average increase rate was 11.0%, especially in 2017 and 2018. Corn yield increased significantly with the highest increase rate being 52.25%, as was speculated to be the result due to the interaction between errors in sample collection or the synergy between fertilizers and low soil topography, which enriched the fertilizer water. The specific reasons need to be further studied, but the outstanding effect of increasing yield was undeniable. In 2019, yield-increase rate 2 was declined, with the highest increase rate being 4.26%, but yield-increase rate 1 remained stable with a high level. Comparing the three-year corn yield data of blank control (BC) and conventional fertilization (CF), it can be found that the yield-increase rate 1 was 1.20%, 9.02%, and 28.90% in 2017, 2018, 2019, respectively. It could be speculated that the traditional fertilizer accumulated for years in the early stage of the BC plot was gradually being consumed, and fertility was gradually decreasing. Under this circumstance, the yield-increasing effect of traditional fertilizers became more and more significant. Comparing the three-year corn yield data of CF and CF + SC (soil conditioner), it can be found yield-increase rate 2 for 2017 and 2018 is about 10%, while in 2019 it fell to below 5%. It was speculated that after the two-year application of soil conditioner, medium trace elements in the soil had been able to meet the needs of crop growth, so the effect of re-application on yield increase became minimal. Moreover, 50% of CF + SC in 2019 could still maintain a higher yield, indicating that the accumulated fertilizer in the soil before 2019 plus the newly added 20 kg fertilizer, together with the nutrients in the soil conditioner, constituted the nutritional balance required for plant growth. This is subject to further verification.
In 2018, the feasibility of soil conditioner for increasing the yield of potatoes was tested, and the results showed that both the yield and quality of potato have been greatly improved by soil conditioner [17]. In order to further test whether the soil conditioner has a yield-increasing effect on a variety of crops, a field experiment for wheat was added in 2019. Table 3 shows the characteristics and yield data of wheat grown in castano-cinnamon soil in 2019.
From Table 3, it can be seen that the application of fly ash-based soil conditioner was able to greatly increase the wheat yield in the test field of castano-cinnamon soil. The grain yield monitoring data revealed that the wheat yield increased by 14.95%. At the same time, traits of wheat have improved significantly. The height of plant as well as the length of ear increased significantly, and wheat grain became fuller. Furthermore, the mass of single wheat ear increased by 41.10%, and the number of grains per ear increased by 24.17%. Judging from the field tests of wheat and corn on castano-cinnamon soil, it can be found that the yield-increasing effect of soil conditioner is not limited to a single crop but is widely adaptable.

3.1.2. Dark Brown Soil Test Results

Table 4 shows the yield data for corn planted in dark brown soil in 2019. Table 5 shows the comparison of three-year corn yield-increase rates in dark brown soil.
As can be seen from the tables above, the application of fly ash-based soil conditioner in dark brown soil for three consecutive years was able to increase corn yield steadily and continuously. The growth rate has increased year by year, with an average increase of 11.2% over three years. Yield increase was the most obvious in 2019, of which the largest increase occurred in the group of 80% CF and 100% SC, with increase rates of 39.82% and 34.37%, compared with the conventional fertilization group and the blank control group, respectively. The field test results of dark brown soil in 2017 and 2018 showed that the optimal treatment was 80% of CF + 50% of SC, which still significantly increased corn yield in 2019 by 25.95% and 21.04%, respectively, compared with the conventional fertilization group and the blank control group. It is speculated that conventional fertilization can be reduced to 80%, and conditioners can be reduced by up to 50%. Compared with the castano-cinnamon soil test field, the dark brown soil test field showed no decline in corn yield increase in 2019. This should be attributed to the steep terrain of the dark brown soil test field, which led to the loss of fertilizers (chemical fertilizers and soil conditioner), and the cumulative effect is not obvious.

3.2. Risk of Heavy Metal Contamination

In order to fully investigate the potential environmental impact of fly ash-based soil conditioner, this section aimed to track and analyze the HMs in corn and soil. The behavior of HMs had been briefly detected and analyzed in 2017, and the results showed that the HMs had not been significantly enriched in corn stalks after applying the soil conditioner. Considering the accumulation of HMs with the increase in the application amount of fly ash-based soil conditioner, based on the work conducted in 2017, the conventional fertilization group and the maximum amount of conditioner application group would continue to be selected as representatives in 2019. The heavy metal contents in various parts of selected corn plants were also compared and analyzed. Furthermore, the values of the bio-concentration factor (BCF) and translocation factor (TF) were calculated and analyzed because they are the two main parameters for assessing the input, accumulation and transfer of HMs in soil [20].
One of the first things we needed to briefly calculate was the theoretical input of HMs caused by the conditioner. In the above field tests, the general tillage depth was about 20 cm, and based on 667 m2 per mu, the actual cultivated soil volume was 133.4 m3. The general soil bulk density was 1.1~1.4 g/cm3 (choosing 1.3 g/cm3). Therefore, the actual cultivated soil was 173,420 kg/mu, and the maximum application amount of soil conditioner was 100 kg/mu, only accounting for 0.06%. Below, Table 6 shows the test results of five HMs in fly ash-based soil conditioner, and Table 7 shows the theoretical increase in soil heavy metal concentrations due to the application of soil conditioner within three years and China’s risk control standard for soil contamination of agriculture land of GB 15618-2018.
As can be seen from the table above, when the tillage depth is 20 cm and the application amount of soil conditioner is 100 kg/mu, it was equivalent that 2.90 g Cr, 4.14 g As, 0.025 g Cd, 0.023 g Hg and 1.51 g Pb would subsequently enter the 173,420 kg soil. Based on cumulative input over the past three years, it could be calculated that the theoretical increases of soil heavy metal contents were only 0.050 mg/kg, 0.072 mg/kg, 0.00044 mg/kg, 0.00039 mg/kg and 0.026 mg/kg, respectively, which were far below the soil environmental quality assessment indicator limits of GB 15618-2018. It can be preliminarily inferred that the potential contamination risk of HMs in the fly ash-based soil conditioner being transferred into the soil is negligible and can be ignored. Table 8 and Table 9 indicate that the application of soil conditioner for three consecutive years did not significantly increase the heavy metal contents in the castano-cinnamon soil and dark brown soil. Of course, more specific calculation and analysis of HMs in corn plants have been done as well.

3.2.1. Contents of Heavy Metals in Corn Plants

Table 10 below shows the test results of heavy metal contents in corn on the test field of castano-cinnamon soil.
As is shown in the Table 10, compared with conventional fertilization, there was no significant increase of Cr, As, Cd, Hg, and Pb in the root, stem, and lamina of corn after the application of the soil conditioner in the test field of castano-cinnamon soil. At the root, the contents of Cr, As and Cd increased slightly by less than 29.5% and the content of Hg remained unchanged, while the content of Pb increased significantly by 98.1%. In general, the application of soil conditioner on castano-cinnamon soil would not significantly enhance the absorption and enrichment of Cr, As, Cd and Hg by the root of corn. At the stem, the contents of these five HMs all decreased to varying degrees. As for the HMs in lamina, the content of Cr decreased significantly by 39.7%, and the contents of the remaining HMs were basically flat. Overall, these five HMs were not significantly enriched in any part of the corn after the soil conditioner had been applied in the test field of castano-cinnamon soil. There is no environmental risk for returning straw to the field or for raising livestock.
Below, Table 11 shows the test results of heavy metal contents in corn on the test field of dark brown soil.
From the data in the table above, compared with conventional fertilization, it can be seen that in the dark brown soil test field, there was no significant increase of Cr, As, Cd, Hg and Pb in the root, stem, and lamina of corn after the application of the soil conditioner. At the root, the contents of these five HMs were basically flat. The content of Cr increased by only 1.2%, while the contents of As, Cd, Hg, and Pb showed a downward trend. Generally speaking, the application of soil conditioner on dark brown soil had no obvious effect on the corn root for absorption and enrichment of these five HMs. At the stem, the contents of As, Cd, Hg, and Pb seemed to be basically flat, while the content of Cr increased slightly. Similarly, the contents of these five HMs in the lamina were almost unchanged. Overall, these five HMs were not significantly enriched in any parts of the corn after the soil conditioner had been applied in the test field of dark brown soil. There is no environmental risk for returning straw to the field or for raising livestock.
In view of the overall results, the application of fly ash-based soil conditioner in the two test fields had no significant effect on the absorption and enrichment of Cr, As, Cd and Hg by corn. The application of soil conditioner in the castano-cinnamon soil test field might increase the absorption and enrichment of Pb by the root of corn. In fact, Pb is most likely to migrate under acidic conditions, while the soil conditioner is alkaline. Theoretically, the application of soil conditioner could inhibit the migration of Pb. As a result, the root of corn grown on dark brown soil reduced the absorption of Pb. Furthermore, the behavior of Pb in the shoot part of the corn was consistent with that of Cr, As, Cd and Hg, whose contents basically remained unchanged without any significant increase, or even decreased. Therefore, it was speculated that the substantial increase of Pb in corn root is caused by experimental errors. Subsequent detection of heavy metal contents in corn grains has also been conducted.

3.2.2. Soil Conditioner Affects Transfer of Heavy Metals in Corn

BCF is defined as the ratio of the metal contents in plant parts (including root, stem and lamina) to the exchangeable metal contents in the soil [20]. Larger BCF usually indicates a greater ability of one metal to migrate from soil to plant parts [21]. TF is the ratio of the metal contents in the shoot part (including stem, lamina and fruit) of the plant to the metal contents in the root [20]. The uptake of HMs by plants may be related to the bioavailability of these metals and the physic-chemical properties of the soil [22]. Based on the research by Mujtaba et al. [13], lower TF value always represents a lower degree of food chain enrichment and lower risk of heavy metal contamination. By calculating BCF and TF values and comparing their changes with different treatments, the effects of soil conditioner on HMs transfer can be explored to assess the risk of HMs contamination. Figure 2 and Figure 3 show the BCF and TF values of corn grown in castano-cinnamon soil.
As is shown in the Figure 2, after applying the soil conditioner to the castano-cinnamon soil test field, the BCFroot (BCF between root and soil), BCFstem (BCF between stem and soil) and BCFlam (BCF between lamina and soil) of Cr and As showed a downward trend, with a decrease of 83% to 4%. The BCFroot, BCFstem and BCFlam (BCFs) of Hg reminded almost unchanged. As for Pb, it was previously speculated that the experimental error led to an artificial increase of Pb in corn root, which further led to the increase of the BCFroot of Pb. The BCFroot and BCFlam of Cd increased significantly, while the BCFstem of Cd dropped sharply. In fact, the differences of Cd contents in corn root and lamina are not obvious. It was speculated that the difference in soil background was the main reason for the increase of the BCFroot and BCFlam of Cd.
From the data shown in Figure 3, it can be seen that after the application of soil conditioner in the castano-cinnamon test field, the TF values of these five HMs in corn all changed significantly. On the whole, the TFstem (TF between stem and root) of Pb, Cd, As and Cr decreased sharply, with a decrease range of 93% to 47%, while the TFstem of Hg remained almost unchanged. The TFlam (TF between lamina and root) of Cr, As, Cd and Pb showed a downward trend, with a decrease of 45% to 19%, and the descending order was Pb > Cr > As > Cd. The TFlam of Hg rose slightly by 16%, which might be related to diverse cultivation methods, environmental differences, the special transportation mode of Hg in corn and experimental errors.
Figure 4 and Figure 5 show the BCF and TF values of corn grown in dark brown soil.
As is shown in the Figure 4, after applying the soil conditioner to the dark brown soil test field, the BCFroot, BCFstem and BCFlam (BCFs) of Pb, Cr, As and Cd basically showed a downward trend, with a decrease range of 26% to −12%. The BCFs of Hg dropped significantly, with a decrease of more than 38%. From the data shown in Figure 5, it can be seen that after applying the conditioner in the dark brown soil test field, a large proportion of the TF values of these five HMs in corn did not change significantly. Specifically, TFstem of Cr, Cd and Hg increased slightly with a range of 25% to 17%, while the TFstem of As and Pb rose by 60% and 40%, respectively, probably due to lower background concentration and experimental errors. TFlam of As, Pb, Cr and Hg in corn was almost unchanged, with a variation range of 7.8% to −1.7%. Although the TFlam of Cd changed the most, its growth was only 11%.
In view of the overall results, the application of the soil conditioner had a significant effect on the BCF and TF values of As, Pb, Cr, Cd and Hg in the castano-cinnamon soil test field, in which the TFstem and TFlam (TFs) values showed a downward trend. Excluding the effects of sampling and testing errors, the BCFs of these five HMs should theoretically remain unchanged or even decrease. The reason for this is that the soil conditioner agent is alkaline and has a strong adsorption capacity, which can firmly immobilize the HMs in the soil [13]. The decrease in BCFs and TFs means that the application of soil conditioner limits the transfer of HMs in soil, as well as corn, and reduces the risk of heavy metal contamination. The soil conditioner contains a large amount of active silicon, which is an important element for building plants. Also, silicon can promote plant synthesis and release chelating agents [23], thereby forming hydroxyaluminosilicate precipitation to limit the transfer of HMs [24]. The increased content of silicon in corn stalks, which were specifically tested, and the changes in the TFs of HMs also corroborate this view. In the dark brown soil test field, the BCFs of these five HMs all showed a downward trend, while the TFs of these five HMs remained basically flat or slightly increased with the application of the soil conditioner (deviations were within 10%). After excluding some sampling and testing errors, the landform of the test field and the change of corn mass were analyzed. As a result, it is possible that the inclined terrain and natural rainfall caused the conditioner not to be completely absorbed in the plot, which would reduce the ability of the soil conditioner to limit HMs transfer.

3.2.3. Detection of Heavy Metal in Corn Grain

As the contents of some HMs in corn grains are lower than the detection limit, it is difficult to perform calculation and contrast analysis of TFfru (TF between fruit and root). Since the potential hazards of HMs in soil conditioner are a hot issue when soil conditioner is utilized for agriculture, accurate quality examinations of all the corn samples were conducted after the harvests in 2017 and 2018. The examination results of 2018 are shown below.
As shown in Table 12 and Table 13, after the application of soil conditioner, the contents of HMs in the corn grains did not change significantly in 2018, and the quality of the corn grains totally meets the Chinese and EU standards. Furthermore, compared with the examination results of 2017 [17], there was no obvious enrichment of HMs in corn grains. Of course, continuous tracking detection is still necessary.

4. Conclusions

A new type of inorganic soil conditioner, synthesized by utilizing CFA, was used as experiment material, and a series of field experiments were conducted to verify the continuity and stability of the yield-increasing effect of this fly ash-based soil conditioner and analyze the risk of heavy metal contamination. The main conclusions are as follows:
(1)
Field tests on different types of soils and crops for three consecutive years show that new fly ash-based soil conditioner has broad adaptability and stability. For corn grown in castano-cinnamon soil and dark brown soil, the application of new fly ash-based soil conditioner steadily and continuously increased corn yield by more than 10% for three years. At the same time, the yield of wheat planted on castano-cinnamon soil increased by 15% based on a one-year field test. Overall, the amount of conventional fertilizer used can be reduced to a certain extent (20–50% in terms of weight) when the soil conditioner is added with fertilizer.
(2)
After applying the soil conditioner on castano-cinnamon soil and dark brown soil, the contents of As, Pb, Cr, Cd and Hg in various parts of corn did not increase significantly. In addition, most of the BCFs and TFs of these five HMs remained unchanged or even declined. Furthermore, the application of new fly ash-based soil conditioner on castano-cinnamon soil is able to limit the migration of HMs from soil to plant so as to greatly reduce the risk of HMs contamination. The application of new fly ash-based soil conditioners on dark brown soil did not significantly increase the bioavailability of HMs. On the whole, the potential contamination risk of HMs contained in new fly ash-based soil conditioner to the soil is negligible and can be ignored.

Author Contributions

Conceptualization, S.M.; Investigation, X.Z. and J.S.; Writing—original draft, Y.O.; Writing—review & editing, Y.O., X.W. and Y.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Consulting Research Project of Chinese Academy of Engineering: Ningxia Energy Chemical Solid Waste Disposal and Resource Utilization Strategy Research (2019NXZD4); Inner Mongolia Science and Technology Major Project: Preparation and Application Demonstration of Fly Ash-based Soil Conditioner; Inner Mongolia Daihai Power Generation Co., Ltd.: Study on the Occurrence Rule and Safe Removal and Disposal Methods of Typical Heavy Metals in Fly Ash; Xilingol Professional College: Study on Preparation and Application Technology of Fly Ash-based Grassland Restoration; Materials Research on Preparation and Application Technology of Fly Ash-based Desert Improvement Materials.

Acknowledgments

This work was supported by Inner Mongolia Science and Technology Major Project: Preparation and Application Demonstration of Fly Ash-based Soil Conditioner; Consulting Research Project of Chinese Academy of Engineering: Ningxia Energy Chemical Solid Waste Disposal and Resource Utilization Strategy Research (2019NXZD4); Inner Mongolia Daihai Power Generation Co., Ltd.: Study on the Occurrence Rule and Safe Removal and Disposal Methods of Typical Heavy Metals in Fly Ash and Xilingol Professional College: Study on Preparation and Application Technology of Fly Ash-based Grassland Restoration; Materials Research on Preparation and Application Technology of Fly Ash-based Desert Improvement Materials. We wish to thank the editor and the reviewers for their helpful suggestions and comments that greatly improve the research.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. The specific geographical location of the test fields.
Figure 1. The specific geographical location of the test fields.
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Figure 2. BCF values of corn grown in castano-cinnamon soil. Note: The left is BCFroot, the middle is BCFstem and the right is BCFlam; CF is conventional fertilization (40 kg/mu) treatment; CF + SC is conventional fertilization (40 kg/mu) + conditioner (100 kg/mu) treatment.
Figure 2. BCF values of corn grown in castano-cinnamon soil. Note: The left is BCFroot, the middle is BCFstem and the right is BCFlam; CF is conventional fertilization (40 kg/mu) treatment; CF + SC is conventional fertilization (40 kg/mu) + conditioner (100 kg/mu) treatment.
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Figure 3. TF values of corn grown in castano-cinnamon soil. Note: The left is TFstem and right is TFlam; CF is conventional fertilization (40 kg/mu) treatment; CF + SC is conventional fertilization (40 kg/mu) + conditioner (100 kg/mu) treatment.
Figure 3. TF values of corn grown in castano-cinnamon soil. Note: The left is TFstem and right is TFlam; CF is conventional fertilization (40 kg/mu) treatment; CF + SC is conventional fertilization (40 kg/mu) + conditioner (100 kg/mu) treatment.
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Figure 4. BCF values of corn grown in dark brown soil. Note: The left is BCFroot, the middle is BCFstem and the right is BCFlam; CF is conventional fertilization (30 kg/mu) treatment; CF + SC is conventional fertilization (30 kg/mu) + conditioner (100 kg/mu) treatment.
Figure 4. BCF values of corn grown in dark brown soil. Note: The left is BCFroot, the middle is BCFstem and the right is BCFlam; CF is conventional fertilization (30 kg/mu) treatment; CF + SC is conventional fertilization (30 kg/mu) + conditioner (100 kg/mu) treatment.
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Figure 5. TF values of corn grown in dark brown soil. Note: The left is TFstem and right is TFlam; CF is conventional fertilization (30 kg/mu) treatment; CF + SC is conventional fertilization (30 kg/mu) + conditioner (100 kg/mu) treatment.
Figure 5. TF values of corn grown in dark brown soil. Note: The left is TFstem and right is TFlam; CF is conventional fertilization (30 kg/mu) treatment; CF + SC is conventional fertilization (30 kg/mu) + conditioner (100 kg/mu) treatment.
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Table 1. The yield data of corn planted in castano-cinnamon soil for 2019.
Table 1. The yield data of corn planted in castano-cinnamon soil for 2019.
GroupsAverage Weight of Ten Corn Plants/kgAverage Yield Per mu/kgYield-Increase Rate 1/%Yield-Increase Rate 2/%
Blank Control (BC)1.113439.710.00−22.42
Conventional Fertilization (CF, 40 kg/mu)1.435566.7728.900.00
CF + Soil Conditioner (SC, 100 kg/mu)1.506590.9334.394.26
80% of CF + SC1.457571.7630.030.88
50% of CF + SC1.448568.0229.180.22
80% of CF + 50% of SC1.470580.7332.072.46
Note: Yield-increase rate 1 and Yield-increase rate 2 are based on blank and conventional fertilization, respectively.
Table 2. Yield-increase rates of corn planted in castano-cinnamon soil for three years.
Table 2. Yield-increase rates of corn planted in castano-cinnamon soil for three years.
GroupsYield-Increase Rate 1 for 2019/%Yield-Increase Rate 2 for 2019/%Yield-Increase Rate 1 for 2018/%Yield-Increase Rate 2 for 2018/%Yield-Increase Rate 2 for 2017/%Yield-Increase Rate 2 for 2017/%
Blank Control (BC)0.00−22.420.00−8.270.00−1.18
Conventional Fertilization (CF, 40 kg/mu)28.900.009.020.001.200.00
CF + Soil Conditioner (SC, 100 kg/mu)34.394.2624.1813.9110.058.75
80% of CF + SC30.030.8822.0711.9711.7210.40
50% of CF + SC29.180.2265.9852.2511.249.93
80% of CF + 50% of SC32.072.4615.996.4011.4810.17
Note: Yield-increase rate 1 and Yield-increase rate 2 are based on blank and conventional fertilization, respectively. Yield-increase rate 1 and 2 for 2017 and 2018 is quoted from a report by our team [17].
Table 3. The characteristics and yield data of wheat planted in castano-cinnamon soil in 2019.
Table 3. The characteristics and yield data of wheat planted in castano-cinnamon soil in 2019.
GroupsPlant Height/cmEar Length/cmSingle Ear Weight/gNumber of Grains Per Ear Hundred-Grain Wet Weight/kg
Conventional Fertilization (CF, 40 kg/mu)81.356.131.5327.433.71
CF + Soil Conditioner (50 kg/mu)88.737.792.1634.064.12
Increase rate8.73%27.08%41.10%24.17%10.85%
Table 4. The yield data of corn planted in dark brown soil for 2019.
Table 4. The yield data of corn planted in dark brown soil for 2019.
GroupsAverage Weight of Ten Corn Plants/kgAverage Yield Per mu/kgYield-Increase Rate 1/%Yield-Increase Rate 2/%
Blank Control (BC)1.179465.550.00−3.90
Conventional Fertilization (CF, 30 kg/mu)1.226484.434.060.00
CF + Soil Conditioner (SC, 100 kg/mu)1.375543.1316.6612.12
80% of CF + SC1.648650.9439.8234.37
50% of CF + SC1.494590.0326.7421.80
80% of CF + 50% of SC1.484586.3525.9521.04
Note: Yield-increase rate 1 and Yield-increase rate 2 are based on blank and conventional fertilization respectively.
Table 5. Yield-increase rates of corn planted in dark brown soil for three years.
Table 5. Yield-increase rates of corn planted in dark brown soil for three years.
GroupsYield-Increase Rate 1 for 2019/%Yield-Increase Rate 2 for 2019/%Yield-Increase Rate 1 for 2018/%Yield-Increase Rate 2 for 2018/%Yield-Increase Rate 2 for 2017/%Yield-Increase Rate 2 for 2017/%
Blank Control (BC)0.00−3.900.00−8.330.00−3.99
Conventional Fertilization (CF, 30 kg/mu)4.060.009.090.004.160.00
CF + Soil Conditioner (SC, 100 kg/mu)16.6612.1219.199.266.111.87
80% of CF + SC39.8234.3716.897.154.550.37
50% of CF + SC26.7421.8017.858.037.082.81
80% of CF + 50% of SC25.9521.0421.8111.668.844.49
Note: Yield-increase rate 1 and Yield-increase rate 2 are based on blank and conventional fertilization respectively. Yield-increase rate 1 and 2 for 2017 and 2018 is quoted from a report by our team [17].
Table 6. The test results of five heavy metals in fly ash-based soil conditioners.
Table 6. The test results of five heavy metals in fly ash-based soil conditioners.
CrAsCdHgPb
mg/kg29.0141.390.250.2315.08
g/100 kg2.904.140.0250.0231.51
Note: This test result is issued by the Testing Center of Tsinghua University.
Table 7. The theoretical increase of soil heavy metal concentrations within three years.
Table 7. The theoretical increase of soil heavy metal concentrations within three years.
CrAsCdHgPb
mg/kg0.0500.0720.000440.000390.026
Limit/mg/kg150200.30.570
Note: Limit represents the soil environmental quality assessment indicator limits of GB 15618-2018.
Table 8. Contents of heavy metals in castano-cinnamon soil.
Table 8. Contents of heavy metals in castano-cinnamon soil.
CrAsCdHgPb
CF21.066.740.150.1410.93
CF + SC24.978.950.110.1311.24
Table 9. Contents of heavy metals in dark brown soil.
Table 9. Contents of heavy metals in dark brown soil.
CrAsCdHgPb
CF32.955.020.670.0916.76
CF + SC44.814.990.760.1217.59
Table 10. The test results of five heavy metal contents in corn on castano-cinnamon soil.
Table 10. The test results of five heavy metal contents in corn on castano-cinnamon soil.
GroupsCrAsCdHgPb
CF-root10.620.710.070.032.06
CF + SC-root↑11.46↑0.92↑0.09↓0.03↑4.08
CF-stem7.400.360.070.021.49
CF + SC-stem↓4.17↓0.08↓0.01↓0.02↓0.50
CF-lamina12.540.810.130.082.61
CF + SC-lamina↓7.56↑0.82↓0.13↑0.09↑2.83
Note: CF is conventional fertilization (40 kg/mu) treatment; CF + SC is conventional fertilization (40 kg/mu) + conditioner (100 kg/mu) treatment. The unit of heavy metal content is mg/kg.
Table 11. The test results of five heavy metal contents in corn on dark brown soil.
Table 11. The test results of five heavy metal contents in corn on dark brown soil.
GroupsCrAsCdHgPb
CF-root11.881.300.070.094.26
CF + SC-root↑12.03↓1.06↓0.06↓0.06↓3.68
CF-stem9.890.310.070.081.57
CF + SC-stem↑12.48↑0.41↑0.08↓0.07↑1.90
CF-lamina7.240.480.090.062.06
CF + SC-lamina↑7.91↓0.42↓0.08↓0.04↓1.82
Note: CF is conventional fertilization (30 kg/mu) treatment; CF + SC is conventional fertilization (30 kg/mu) + conditioner (100 kg/mu) treatment. The unit of heavy metal content is mg/kg.
Table 12. The contents of heavy metals in corn grains planted on castano-cinnamon soil after applying soil conditioner in 2018.
Table 12. The contents of heavy metals in corn grains planted on castano-cinnamon soil after applying soil conditioner in 2018.
ElementsPbCdHgAsCr
Blank Control (BC)////0.450
Conventional Fertilization(CF)////0.344
CF + Soil Conditioner (SC)////0.438
80% of CF + SC////0.544
50% of CF + SC////0.367
80% of CF + 50% of SC////0.489
China food safety standard of GB 2762-20120.20.10.020.51.0
European food safety standard of EC 1881/20060.20.1///
Table 13. The contents of heavy metals in corn grains planted on dark brown soil after applying soil conditioner in 2018.
Table 13. The contents of heavy metals in corn grains planted on dark brown soil after applying soil conditioner in 2018.
ElementsPbCdHgAsCr
Blank Control (BC)/0.002/0.020.480
Conventional Fertilization(CF)/0.001//0.552
CF + Soil Conditioner (SC)0.020.002//0.546
80% of CF + SC/0.002//0.596
50% of CF + SC/0.001//0.291
80% of CF + 50% of SC0.020.002//0.558
China food safety standard of GB 2762-20120.20.10.020.51.0
European food safety standard of EC 1881/20060.20.1///

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MDPI and ACS Style

Ou, Y.; Ma, S.; Zhou, X.; Wang, X.; Shi, J.; Zhang, Y. The Effect of a Fly Ash-Based Soil Conditioner on Corn and Wheat Yield and Risk Analysis of Heavy Metal Contamination. Sustainability 2020, 12, 7281. https://doi.org/10.3390/su12187281

AMA Style

Ou Y, Ma S, Zhou X, Wang X, Shi J, Zhang Y. The Effect of a Fly Ash-Based Soil Conditioner on Corn and Wheat Yield and Risk Analysis of Heavy Metal Contamination. Sustainability. 2020; 12(18):7281. https://doi.org/10.3390/su12187281

Chicago/Turabian Style

Ou, Yanjun, Shuhua Ma, Xiao Zhou, Xiaohui Wang, Jianping Shi, and Yi Zhang. 2020. "The Effect of a Fly Ash-Based Soil Conditioner on Corn and Wheat Yield and Risk Analysis of Heavy Metal Contamination" Sustainability 12, no. 18: 7281. https://doi.org/10.3390/su12187281

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