Next Article in Journal
Dynamic Evolution of the Operating Efficiency of Development Zones in China
Previous Article in Journal
Spatial and Temporal Differentiation of the Tourism Water Footprint in Mainland China and Its Influencing Factors
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Effects of Soil pH on Gaseous Nitrogen Loss Pathway via Feammox Process

1
College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
2
School of Resources and Environmental Engineering, Hefei University of Technology, Hefei 230009, China
3
Hefei Municipal Design & Research Institute Co., Ltd., Hefei 230009, China
*
Authors to whom correspondence should be addressed.
Sustainability 2021, 13(18), 10393; https://doi.org/10.3390/su131810393
Submission received: 31 August 2021 / Revised: 8 September 2021 / Accepted: 15 September 2021 / Published: 17 September 2021

Abstract

:
The application of N fertilizer is one of the most critical soil acidification factors in China, and soil acidification significantly alters biogeochemical processes such as N loss. Anaerobic ammonium oxidation coupled with iron reduction (Feammox) is an important biological process for N loss in natural environments, with the end-products of N2, NO2 and NO3. However, the response of Feammox pathways to soil pH fluctuation has not been thoroughly studied. In the current study, Feammox pathways and microbial communities were explored through a slurry culture experiment with an artificially adjusted pH combined with a 15N isotope tracing technique and molecular biotechnology. Results showed significant differences in the gaseous N loss through Feammox (0.42–0.97 mg N kg−1 d−1) under different pH conditions. The gaseous N loss pathways were significantly affected by the pH, and Feammox to N2 was the predominant pathway in low-pH incubations. The proportion of N loss caused by Feammox coupled with denitrification increased as the soil pH increased. The gaseous N loss through Feammox increased by 43.9% when the soil pH decreased from 6.5 to 5.0. Fe-reducing bacteria, such as Ochrobactrum, Sphingomonas, and Clostridium increased significantly in lower pH incubations. Overall, this study demonstrated the effects of soil pH on Feammox pathways and extended the understanding of the N biogeochemical cycle in acidic soil.

1. Introduction

With the decrease of arable land area and the decrease of soil fertility, the dependence of agriculture on chemical fertilizers is increasingly serious [1]. The overuse of Nitrogen (N) fertilizer has caused critical environmental problems, such as soil acidification [2]. It was found that the soil pH in the major grain-producing regions in China has decreased significantly since 1980, and the contribution of fertilization to H+ is much higher than that of acid deposition [3]. Soil acidification has adverse effects on terrestrial ecosystems and causes a series of secondary problems, such as the deterioration of soil properties and the activation of heavy metals [4].
A large amount of N fertilizer is applied to cultivated land in the agricultural production process. However, only about 35% of the N can be used by crops, and the remaining N enters the water and atmosphere through leaching and microbial metabolism [5]. Recently, anaerobic ammonium oxidation coupled with iron reduction (Feammox) has been reported as a novel microbial process involved in the soil N cycle [6,7,8,9]. NH4+ is directly oxidized to N2 (Equation (1)), NO2 (Equation (2)), and NO3 (Equation (3)), by microorganisms using Fe(III) as an electron acceptor under anaerobic conditions in the Feammox process [10,11]. Compared to the nitrification-denitrification process, the Feammox process shortens the N cycle time, and makes a great contribution to N loss in ecosystems. It was estimated that a loss of 7.8–61.0 kg N ha−1 y−1 was associated with Feammox, representing 3.9–31.0% of the N fertilizer applied to paddy soils in southern China [7].
3Fe(OH)3 + 5H+ +NH4+ → 3Fe2+ + 9H2O + 0.5N2    ΔrGm = −245 kJ mol−1
6Fe(OH)3 + 10H+ +NH4+ → 6Fe2+ + 16H2O + NO2    ΔrGm = −164 kJ mol−1
8Fe(OH)3 + 14H+ +NH4+ → 8Fe2+ + 21H2O + NO3    ΔrGm = −207 kJ mol−1
As an important environmental factor, the soil pH significantly influences the microbial N cycle, including the processes of aerobic ammonia oxidation, denitrification, nitrification, and anammox. Denitrification and anammox processes are generally inhibited under acidic conditions, whereas Feammox might favor lower-pH environments as the process needs a ready supply of H+ ions [12,13]. A canonical correlation analysis showed that pH is one of the key factors affecting the rate of Feammox according to the analysis of 66 soil samples collected from different soil/sediments [14]. Moreover, Acidimicrobiaceae A6 has been identified as the only Feammox functional microorganism which can oxidize NH4+ to NO2, was also isolated from acidic wetland sediment and showed the highest NH4+ oxidation rates at pH 4 [11]. Nevertheless, there are three end-products (N2, NO2 and NO3) in Feammox process (Equations (1)–(3)), and the effect of soil pH changes on Feammox pathways has not been thoroughly studied. According to thermodynamic calculations, Feammox to N2 is more likely to occur than the other two pathways (Equation (1)). Although the above conclusion is supported by recent studies, two other Feammox pathways with the end-products of NO2 and NO3 are noteworthy [6,7]. Especially in acidic soils/sediments, the activities of microorganisms such as denitrification and anammox are inhibited, and NO2 produced through Feammox is prone to accumulation, which can further lead to water pollution or greenhouse gas (e.g., N2O) emission [12]. With the burning of fossil fuels and the extensive use of chemical fertilizers, the situation of soil acidification of cultivated land is gradually increasing [3]. Therefore, it is of great significance to explore the influence of soil pH changes on the rates and pathways of Feammox for controlling N loss in agricultural fertilization and reducing the risk of environmental pollution.
Red soil is one of the most important soil types in South China, and its high content of iron oxides lays a foundation for the occurrence of Feammox. Meanwhile, soil acidification is common in southern China, and it restricts crop growth and poses a severe threat to food security [3]. The main objectives of this study were to explore the effects of soil pH on the pathways of Feammox and the subsequent N transformation. The microbial communities of Feammox and their responses to soil pH also have been investigated.

2. Materials and Methods

2.1. Isotopic Tracer Incubation

Soil samples were collected from Yiliang County, Kunming, China (24°47′ N, 103°1′ E) in November 2017. The average annual temperature of the site is 16.3 °C, and the annual precipitation is 1000 mm. The region has a subtropical monsoon and the soil type is red soil, with long-term crop cultivation (mainly dryland crops). Five samples were collected within a range of 10 × 10 m in the area (0–10 cm depth) and then mixed together. The samples were transported to the laboratory in an icebox within 24 h and divided into 3 subsamples. One subsample was air-dried for analyzing the soil properties, the second subsample was used for isotope incubation, and the remaining subsample was stored in the freezer at −80 °C. The soil pH was 6.5 ± 0.3, and the water content was 48.8 ± 0.2%. The total Fe, TOC, NH4+-N, and NO3-N contents were 87.7 ± 3.5 g·kg−1, 70.0 ± 0.8 g·kg−1, 40.9 ± 0.3 mg·kg−1, and 1.9 ± 0.2 mg·kg−1, respectively. NO2-N was not detectable in the soil.
Isotope tracer incubation was conducted in an anaerobic glove box (Coy Laboratory Products, Grass Lake, MI, USA) filled with ultra-pure He using the procedure slightly modified from Ding et al. [7]. Prior to incubation, sterile anoxic deionized water was added to the soils at a ratio of 3:1 (v/w) and pre-incubated in an anaerobic glove box in the dark at 20 °C for 1 week to remove background O2 and NOx. After pre-incubation, the O2 and NOx concentration was maintained at a low level (<0.1 mg·L−1 and <1 mg·kg−1, respectively).
After pre-incubation, 21.5 g of homogenized slurries were transferred into 50 mL serum vials. The soil acidification process was simulated by manually adjusting the slurry pH. Three pH groups (5.0 ± 0.1, 6.5 ± 0.1, and 8.0 ± 0.1) were set in the incubation, representing acidic, weakly acidic, and alkaline soil pH. 1 mM NaOH and HCl solutions were used to adjust the pH of the slurries to the preset values. The pH of the slurries was adjusted again to the set values after 12 h to reduce the influence of the soil acid-base buffer on the experiment. In each pH group, 3 treatments (n = 5 per treatment) were established to detect Feammox, namely (1) the control with only sterile anoxic deionized water; (2) 15NH4Cl addition (15NH4+, 99 atom %; Sigma-Aldrich, St. Louis, MO, USA); and (3) 15NH4Cl and C2H2 addition (15NH4Cl + C2H2). It has been reported that C2H2 (acetylene) can inhibit the reduction of N2O to N2 in denitrification and the activity of anammox bacteria [15,16]. The serum vials were then sealed with butyl rubber stoppers, and the headspace was exchanged with ultra-pure Ar for 5 min. The 15NH4Cl solution was prepared using sterile anoxic deionized water, and 0.5 mL of 15NH4Cl solution was injected into the serum vials with sterile syringes so that the final concentration of 15NH4Cl was 5 mM. For the C2H2 treatment, 7.5 mL of headspace gas in each vial was removed and replaced with 7.5 mL of C2H2 purified by H2SO4 to reach 30% (v/v) C2H2 in the headspace [7]. Isotope tracer incubations were operated at 20 °C in a constant temperature incubator, and all the vials were shaken vigorously to homogenize the treatment solutions daily. A set of vials was destructively sampled in an anaerobic glove box at 0, 10, 20, and 30 d. All the vials were shaken vigorously before sampling to equilibrate the gas between the dissolved and gaseous phases. Five milliliters of the headspace gas were extracted with sterile syringes and injected into a 12 mL pre-vacuumed glass tube (Labco Co., Ltd., High Wycombe, UK). The 15N enrichment in N2 was determined by isotope ratio mass spectrometry (Thermo Fisher Scientific, Waltham, MA, USA). The concentrations of 15N2 were calculated according to the production of N2 and its concentrations above the natural abundance [7].
The potential Feammox rate was conservatively estimated based on the difference in the 30N2 production between the treatment with 15NH4Cl and the control. The N2 production rates were calculated from the changes in the N2 concentrations between two given times. The Feammox pathways were distinguished by adding C2H2, and the concentration of C2H2 used in this study was able to completely inhibit the denitrification and anammox processes [7]. The Feammox-N2 rate (Equation (1)) was estimated by the 30N2 production rate in the 15NH4+ + C2H2 treatment [6].

2.2. Anaerobic Chemodenitrification Experiment

In order to explore the effects of pH on the chemodenitrification reaction under anaerobic conditions, a series of experiments was conducted. The Fe2+ and NO2 solutions were prepared with anoxic deionized water. A 10 mL 5 mM Fe2+ solution was injected into 50 mL serum vials, and then the initial pH was adjusted to 4.0–7.0 using NaOH and HCl solutions. After exchanging the headspace with ultra-pure Ar, the serum vials were sealed with butyl rubber stoppers. An NO2 solution was added into the serum vials with sterile syringes to make the concentration of NO2 in the reaction system reach 2 mM. The serum vials with only NO2 or Fe2+ were set as controls at pH 5.0. The experiments were repeated in triplicate. The serum vials were incubated at 30 °C in a constant temperature incubator in the dark for 100 h. The supernatant was extracted at setting time, and the concentration of the NO2 was determined by ion chromatography (Thermo Fisher Scientific, Waltham, MA, USA).

2.3. Physicochemical Analysis

The soil pH was determined using a pH meter (Mettler-Toledo, Zurich, Switzerland), and the ratio of deionized water to soil was 2.5:1 (v/w). The total organic C (TOC) content was determined by the potassium dichromate oxidation method [17]. The NH4+ and NOx were extracted with a 2 M KCl solution for 1 h and determined by a continuous-flow nutrient auto-analyzer (Skalar Analytic, Breda, The Netherlands). The total extractable Fe(III) and Fe(II) in the soil were determined according to the slightly modified method of Ding et al. [7]. Briefly, 1.0 g of soil was extracted with 5 mL of 0.50 M HCl and 5 mL of 0.25 M hydroxylamine hydrochloride in 0.25 M HCl for 2 h at 30 °C in an anaerobic glove box. The ferrozine method was used to measure the total Fe and Fe(II) contents [18]. The 15N enrichment in the N2 was determined by isotope ratio mass spectrometry (Thermo Fisher Scientific, Waltham, MA, USA).

2.4. Microbial Community Analysis

DNA samples were extracted from 1.0 g of soil slurry collected after 30 d of incubation and amplified using the primer pair 515F and 806R for the V4 region of the 16S rRNA gene as described by the manufacture’s protocol. Sequencing was conducted at a commercial company (Majorbio, Shanghai, China). The microbial community functional profiles were predicted using PICRUSt (Phylogenetic Investigation of Communities by Reconstruction of Unobserved States). DNA samples were extracted from 1.0 g of soil slurry collected after 30 days’ incubation using a Fast DNA SPIN Kit for soil (MP Biomedical, Solon, OH, USA), according to the manufacture’s protocol. The quality and purity of the extracted DNA were determined using the NanoDrop-2000 spectrophotometer (NanoDrop Technologies, Wilmington, NC, USA) and then stored in the refrigerator at -20 °C. The extracted DNA was amplified using the primer pair 515F and 806R for V4 region of the 16S rRNA gene. PCRs were performed in a total volume of 30 μL containing 15 μL. 2× Taq master Mix, 1 μL Bar-PCR primer F (10 uM), 1 μL Primer R (10 μM), 10–20 ng Genomic DNA, dd H2O H2O added to 30 μL. The PCR program was: 94 °C for 3 min (Initial steps), 28 cycles of 94 °C for 30 s (Melt), 53 °C for 40 s (Anneal), 72 °C for 5 min (Extend). A mixture of the 16S rRNA PCR products was used for sequencing on the Illumina Miseq platform. Sequencing was conducted at a commercial company (Majorbio, Shanghai, China).
The microbial community functional profiles were predicted by using PICRUSt (Phylogenetic Investigation of Communities by Reconstruction of Unobserved States). The 16S rRNA gene sequences were compared in the KEGG database (www.genome.jp/kegg/pathway.html, (accessed on 7 June 2018)) to analyze the relative abundance of the KEGG orthologous groups associated with the N cycle in metabolic pathways. The predicted functional data were clustered according to the abundance distribution of functional groups or the similarity between samples. The functional groups and samples were sorted according to the clustering results and then presented by the heat map. R-project was used for cluster analysis and heat map drawing (www.R-project.org, (accessed on 20 June 2018)).

2.5. Statistical Analyses

One-way analysis of variance and Pearson’s correlation analysis were conducted using SPSS 22.0 (SPSS Inc., Chicago, IL, USA), and p < 0.05 was set to denote the significance level. One-way ANOVA analyses were used to calculate the variance between obtained data under different pH values. Pearson’s correlation analysis was performed to evaluate the relationships among the nitrite concentrations, Feammox rates, and Fe(III) reduction rates. The figures in this study were drawn using Origin 9.0 (Origin Lab, Northampton, MA, USA).

3. Results and Discussion

3.1. pH-Dependent Feammox Rates and Pathways

For all the pH groups, a significant amount of 30N2 was detected in the 15NH4+ and 15NH4+ + C2H2 treatments, whereas no 30N2 accumulated in the control (Figure 1a). The 30N2 production rates were significantly (p < 0.05) higher in the 5.0 pH group than those in the 6.5 and 8.0 pH groups, varying from 0.94 ± 0.08 mg N kg−1 d−1 in the 5.0 pH group to 0.42 ± 0.03 mg N kg−1 d−1 in the 15NH4+ addition treatments in the 8.0 pH group. The variations in the 29N2 production rate with pH were identical to those of the 30N2. However, the 29N2 production rates were higher than those of the 30N2 in all the groups.
In this study, the soil slurries were strictly pre-incubated in an anoxic environment to remove indigenous molecular O2, NO3, and NO2. Strict anaerobic conditions were maintained during the 15N isotope incubation. Meanwhile, the 16S rRNA sequencing results showed that no typical anammox bacteria were found in any of the experimental treatments. Therefore, the aerobic nitrification and anammox processes can be ruled out. Under these conditions, the Feammox to N2 (Equation (1)) and Feammox-generated 15NOx (Equations (2) and (3)) reduction by denitrification are the only potential biological pathways for 30N2 production. Moreover, 15NH4+ promoted the Fe(III) reduction rates in the incubations, thereby further providing robust evidence for the occurrence of the Feammox process (Supplementary Figure S1). The Feammox rates in our incubation (0.42–0.94 mg N kg−1 d−1) were of the same order of magnitude as those reported in natural environments (Figure 1 and Supplementary Table S1). The production rates of 30N2 and 29N2 in the 5.0 pH groups (with and without C2H2) were significantly (p < 0.05) higher than those of the other pH groups, and there were higher initial pH values with lower Feammox rates (Figure 1). The significantly higher Feammox rates in the acid red soil than those in natural environments indicated that acid soil is more beneficial to the occurrence of Feammox (Supplementary, Table S1). However, it has been reported that a higher pH and lower Eh are beneficial to Feammox in mangrove wetlands [19], and the Feammox process also occurs in alkaline sediments (e.g., the intertidal wetlands of the Yangtze Estuary) [8]. The responses of the Feammox to soil pH fluctuations are not thoroughly understood. Fe oxides in the soil will release more soluble Fe(III) when the pH decreases [20], and there might be higher microbially reducible Fe(III) contents in acidic soil, which can be beneficial for providing more electron acceptors for the Feammox.
The thermodynamic calculations showed that the Feammox-N2 pathway could be conducted under a wide range of pH conditions, but the Feammox-NO2 pathway occurs only when the pH is less than 6.5 [6]. Previous studies have shown that Feammox-N2 is the main pathway of gaseous N loss in the Feammox process (>50%), but the effect of soil pH on the Feammox pathways has been rarely reported. The Feammox-N2 pathway accounted for 47.4–86.2% of the total 30N2 loss in all the pH groups, and the proportion was significantly (p < 0.05) higher in the low-pH group (Supplementary Figure S2). The gaseous N loss ratio contributed by the Feammox coupled with denitrification (Feammox-denitrification) was 52.6% at a pH of 8.0. Although the PICRUSt results showed a significant increase in the denitrifying microbial abundance at a low pH, the gaseous N loss rate from the Feammox-denitrification pathway remained low in the pH 5.0 group (Supplementary Figure S2). This may be due to the large amount of NO2 produced by Feammox under low pH conditions, which promoted the growth of denitrifying bacteria. However, the optimal pH value of the denitrifying bacteria was 7.0–9.0, and the activity of the denitrifying bacteria decreased under low pH conditions [12].

3.2. Potential Transformation Pathways of NO2

The concentrations of NO3-N and NO2-N in the serum samples were measured at the end of the incubation (Figure 2). The concentrations of NO2-N were significantly (p < 0.05) higher than that of the NO3-N in each pH group. For the three different pH groups, the concentrations of NO2-N in the 15NH4+ and 15NH4+ + C2H2 treatments at a pH of 5.0 were 4.84 ± 0.46 mg·kg−1 and 6.13 ± 0.47 mg·kg−1, respectively, which were significantly higher than those in the other pH conditions (p < 0.05). The linear regression analysis showed a positive correlation between the NO2-N contents and the Feammox rate of 30N2 in all the treatments (Supplementary Figure S3), which further indicated that NO2 is an important intermediate product of the Feammox-N2 pathway (Equation (2)). NO2 is one of the primary end-products of Feammox in natural and wastewater treatment systems and plays a vital role in the transformation of the Fe cycle [10,21,22]. The Feammox-NO2 pathway and the further transformation process of NO2 are worthy of attention.
Previous studies have shown that the Fe(III) reduction rates are significantly positively correlated with the N2 production rates [6,7,9]. The fluctuation in the Fe(III) reduction rate was not clear among the three pH groups in our study (Supplementary Figure S1). However, the 30N2 production rate was significantly increased in the 5.0 pH groups. The gaseous N production rate in the 15NH4+ + C2H2 treatment was also significantly increased at a pH of 5.0. This meant that the chemodenitrification reaction occurred and played an important role in the 5.0 pH groups because the biological reduction of NOx was completely inhibited. It has been reported that NO2 can be reduced to N2 with Fe(II) through chemodenitrification under anaerobic conditions (Equation (4)), which may be one of the potential pathways of N2 loss in the Feammox process [21,23]. The kinetics of the chemodenitrification reaction under different pH values indicated that the NO2 reduction rates increased with the decrease in the pH (Figure 3). It has been demonstrated that chemodenitrification makes a greater contribution to NO2 decomposition in sterilized acid soil [24]. The increase in the NO2 reduction rate at a low pH may be due to the higher proportion of HNO2 in the liquid phase. The protonation of NO2 promotes the fracture of N-O, thereby resulting in a more robust oxidation of HNO2 than NO2 [25]. This confirmed that Feammox-generated Fe(II) was more likely to react with NO2 in the low-pH groups and further promote the N and Fe biogeochemical cycles.
4Fe(II) + 2NO2 +8H+ → 4Fe(III) + N2 + 9H2O
Amorphous Fe oxides in the soil will release more soluble Fe(III) when the pH decreases [20], which would promote the Feammox process and provide more Fe(II). Studies have shown that the surface of soil minerals can reaggregate the Fe(II) produced by microorganisms and accelerate the transfer of electrons to NO2. Meanwhile, the Fe(II) adsorbed on the soil minerals has a higher oxidizability in the reaction between Fe(II) and NO2 compared with that of dissolved Fe2+ [26]. Therefore, soil acidification will facilitate Fe(II) generation in the Feammox process and the chemical reduction of NO2 induced by Fe(II). The Fe(III) reduction was initiated by the Feammox process, and the generated Fe(II) was oxidized to Fe(III) by the NO2-N reduction. Owing to the lack of continuous data on the NO2-N concentration, the extent of Feammox-NO2 could not be accurately calculated in our study.

3.3. Evolution of the Microbial Community in Feammox

Proteobacteria was the dominant phylum in the 5.0 pH group in this study, with a relative abundance of 43.3–44.9% (Figure 4). It has been reported that Ochrobactrum and Sphingomonas from Proteobacteria might contribute to a metals and NOx reduction, and are more abundant in acidic incubations [27,28,29,30]. The relative abundance of Firmicutes significantly increased (p < 0.05) at a pH of 5.0. Clostridium accounted for 6.68–15.59% of all the microorganisms, which was possibly because the genus is more suitable to more acidic environments. Clostridium species have been reported to reduce Fe(III) and NO3 using acetate as an electron donor [31,32]. Our results also demonstrated that the Acidimicrobiaceae family had a higher abundance in the low-pH group. Although the genus information could not be obtained at the 97% OTU similarity level for Acidimicrobiaceae in this study, Acidimicrobiaceae has been classified as Fe-reducing and Feammox bacteria [22]. Acidimicrobiaceae bacterium A6 has been widely reported and identified as the functional microorganism responsible for the Feammox process [14,22].
Owing to the positive relationship between Fe-reducing bacteria and Feammox rates, researchers believe that Fe-reducing bacteria play a vital role in Feammox. The reported Fe-reducing bacteria have shown diverse communities in ecosystems, including Geobacter, Shewanella, Anaeromyxobacter, and Pseudomonas [9,33,34]. However, the Feammox-N2 functional microorganisms have not yet been identified. Geobacter and Shewanella were not detected in any of the treatments in this study. Geobacter would disappear during long-term Feammox culture [22]. In this study, the diversity of Fe-reducing bacteria changed significantly with the soil pH. Ochrobactrum, Sphingomonas, and Clostridium may play significant roles in Fe reduction in the Feammox culture system at a pH of 5.0.
The effects of pH on the microbial community functional profiles were investigated using PICRUSt (Figure 5). The results showed that the relative abundances of the clusters of orthologous groups in the 5.0 pH groups, which were associated with NO3 and NO2 reduction or transformation (K00370–K00374, K00376, and K02305), were significantly higher than those at other pH values (p < 0.05). In this study, the detected NOx in the incubation was generated from the Feammox process. The low environmental pH promoted the Feammox-NO2 pathway (Equation (2)) and stimulated denitrifying microbial growth, which was consistent with the PICRUSt results. Although most denitrifiers have been reported in neutral and weakly alkaline environments, acidic environments can stimulate the growth of specific denitrifiers, such as Ochrobactrum and Clostridium [28,32]. In addition, the long-term culture of the Feammox system also showed that the abundance of the nirS and nirK genes increased, thereby demonstrating that denitrification was also active during the Feammox process [14,22].

3.4. Environmental Implications

Compared with that of previous studies, the high Feammox rate could be attributed to the low pH and high Fe content in the soil explored in this study. The soil was collected from the subtropical region of Southern China, which has a severe soil acidification problem. Based on the rates obtained from isotope incubations, the gaseous N loss via the Feammox process increased by 43.9% when the pH decreased from 6.5 to 5.0 in red soils. This result indicated that Feammox could be a vital pathway for N loss in acidic soils. However, the strict anaerobic conditions and high NH4+ concentrations in the incubations possibly led to the overestimation of the Feammox rates, and precise evaluation is needed to perform in situ studies.
Theoretically, the oxidation of 1 mol of NH4+ will consume 5–14 protons in the Feammox process, and the efficiency of neutralizing H+ is much higher than that of lime, which was generally used to mitigate soil acidification (Equation (1)). However, the excessive lime application reduces the availability of nutrients in the soil, and additional agricultural measures are required to thoroughly mix the lime with the soil [35,36]. It has been reported that the pH value increases with the incubation and NH4+ dosage in the Feammox process [10]. Similarly, the pH increased significantly at the end of our incubation in the 5.0 pH group (data not shown). Therefore, the Feammox process may play an essential role in the acid-base equilibrium in soils. Feammox is theoretically feasible for remediating acidified soil, and its effects still need to be investigated through further experiments.

4. Conclusions

This study demonstrated that Feammox is a crucial gaseous N loss pathway in acidic upland soil (0.42–0.97 mg N kg−1 d−1), and the Feammox pathways were also affected by the soil pH. Specifically, N2 was mainly directly generated by the Feammox process in acidic soils, while most of the N2 loss was attributed to Feammox-coupled denitrification in high-pH soils. The gaseous N loss through Feammox increased by 43.9% when the soil pH decreased from 6.5 to 5.0. In addition, NO2 is an important end-product of Feammox in acidic soil and is possibly reduced by Fe(II) through the abiotic/biotic process. Moreover, the relative abundances of Acidimicrobiaceae and Fe-reducing bacteria increased significantly under acidic conditions. This study provides experimental evidence of the influence of soil acidification on the Feammox pathways and new insights into the interaction between N application and soil acidification.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/su131810393/s1, Figure S1: Fe(III) reduction rates measured in the isotope tracer incubations, Figure S2: The contribution of Feammox to N2 pathway (Feammox-N2) to gaseous N loss, Figure S3: Pearson’s correlations of nitrite concentrations with both Feammox rates (a) and Fe(III) reduction rates (b), Table S1: Research on Feammox in natural environments.

Author Contributions

Conceptualization, D.M.; methodology, J.W.; formal analysis, J.X.; validation, S.X. and L.S.; formal analysis, D.M. and J.X.; investigation, D.M.; writing—original draft preparation, H.G.; writing—review and editing, D.M.; Wring-Review& Editing; Z.Y.; funding acquisition, Z.Y., S.X. and L.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research is financially supported by the National Natural Science Foundation of China (52070062 and U19A20108) and Hefei municipal design & Research Institute Co., Ltd.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data are not publicly available due to privacy issue.

Acknowledgments

The authors would like to acknowledge National Natural Science Foundation of China. The authors would like to acknowledge Hefei municipal design & Research Institute Co., Ltd.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Huang, J.; Xu, C.C.; Ridoutt, B.G.; Wang, X.C.; Ren, P.A. Nitrogen and phosphorus losses and eutrophication potential associated with fertilizer application to cropland in China. J. Clean. Prod. 2017, 159, 171–179. [Google Scholar] [CrossRef]
  2. Yu, C.; Huang, X.; Chen, H.; Godfray, H.C.J.; Wright, J.S.; Hall, J.W.; Gong, P.; Ni, S.; Qiao, S.; Huang, G.; et al. Managing nitrogen to restore water quality in China. Nature 2019, 567, 516–520. [Google Scholar] [CrossRef]
  3. Guo, J.H.; Liu, X.J.; Zhang, Y.; Shen, J.L.; Han, W.X.; Zhang, W.F.; Christie, P.; Goulding, K.W.T.; Vitousek, P.M.; Zhang, F.S. Significant Acidification in Major Chinese Croplands. Science 2010, 327, 1008–1010. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Greaver, T.L.; Clark, C.M.; Compton, J.E.; Vallano, D.; Talhelm, A.F.; Weaver, C.P.; Band, L.E.; Baron, J.S.; Davidson, E.A.; Tague, C.L.; et al. Key ecological responses to nitrogen are altered by climate change. Nat. Clim. Chang. 2016, 6, 836–843. [Google Scholar] [CrossRef]
  5. Zhu, Z.L. Research on soil nitrogen in China. Acta Pedol. Sinica. 2008, 45, 778–783. [Google Scholar]
  6. Yang, W.H.; Weber, K.A.; Silver, W.L. Nitrogen loss from soil through anaerobic ammonium oxidation coupled to iron reduction. Nat. Geosci. 2012, 5, 538–541. [Google Scholar] [CrossRef] [Green Version]
  7. Ding, L.J.; An, X.L.; Li, S.; Zhang, G.L.; Zhu, Y.G. Nitrogen loss through anaerobic ammonium oxidation coupled to iron reduction from paddy soils in a chronosequence. Environ. Sci. Technol. 2014, 48, 10641–10647. [Google Scholar] [CrossRef]
  8. Li, X.; Hou, L.; Liu, M.; Zheng, Y.; Yin, G.; Lin, X.; Cheng, L.; Li, Y.; Hu, X. Evidence of Nitrogen Loss from Anaerobic Ammonium Oxidation Coupled with Ferric Iron Reduction in an Intertidal Wetland. Environ. Sci. Technol. 2015, 49, 11560–11568. [Google Scholar] [CrossRef] [PubMed]
  9. Ding, B.; Li, Z.; Qin, Y. Nitrogen loss from anaerobic ammonium oxidation coupled to Iron(III) reduction in a riparian zone. Environ. Pollut. 2017, 231, 379–386. [Google Scholar] [CrossRef] [PubMed]
  10. Clément, J.; Shrestha, J.; Ehrenfeld, J.; Jaffe, P. Ammonium oxidation coupled to dissimilatory reduction of iron under anaerobic conditions in wetland soils. Soil Biol. Biochem. 2005, 37, 2323–2328. [Google Scholar] [CrossRef]
  11. Huang, S.; Jaffe, P.R. Isolation and characterization of an ammonium-oxidizing iron reducer: Acidimicrobiaceae sp. A6. PLoS ONE 2018, 13, e0194007. [Google Scholar]
  12. Tang, Y.; Zhou, C.; Ziv-El, M.; Rittmann, B.E. A pH-control model for heterotrophic and hydrogen-based autotrophic denitrification. Water Res. 2011, 45, 232–240. [Google Scholar] [CrossRef] [PubMed]
  13. Huang, X.; Zhu-Barker, X.; Horwath, W.R.; Faeflen, S.J.; Luo, H.; Xin, X.; Jiang, X. Effect of iron oxide on nitrification in two agricultural soils with different pH. Biogeosciences 2016, 13, 5609–5617. [Google Scholar] [CrossRef] [Green Version]
  14. Huang, S.; Chen, C.; Peng, X.; Jaffé, P.R. Environmental factors affecting the presence of Acidimicrobiaceae and ammonium removal under iron-reducing conditions in soil environments. Soil Biol. Biochem. 2016, 98, 148–158. [Google Scholar] [CrossRef] [Green Version]
  15. Jensen, M.M.; Thamdrup, B.; Dalsgaard, T. Effects of specific inhibitors on anammox and denitrification in marine sediments. Appl. Environ. Microbiol. 2007, 73, 3151–3158. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Qin, S.P.; Hu, C.S.; Oenema, O. Quantifying the under estimation of soil denitrification potential as determined by the acetylene inhibition. Soil Biol. Biochem. 2012, 47, 14–17. [Google Scholar] [CrossRef]
  17. Kalembasa, S.J.; Jenkinson, D.S. A comparative study of titrimetric and gravimetric methods for the determination of organic carbon in soil. J. Sci. Food Agric. 1973, 24, 1085–1090. [Google Scholar] [CrossRef]
  18. Li, H.; Su, J.Q.; Yang, X.R.; Zhou, G.W.; Lassen, S.B.; Zhu, Y.G. Rna stable isotope probing of potential feammox population in paddy soil. Environ. Sci. Technol. 2019, 53, 4841–4849. [Google Scholar] [CrossRef]
  19. Guan, Q.S.; Cao, W.Z.; Wang, M.; Wu, G.J.; Wang, F.F.; Jiang, C.; Tao, Y.R.; Gao, Y. Nitrogen loss through anaerobic ammonium oxidation coupled with iron reduction in a mangrove wetland. Eur. J. Soil Sci. 2018, 69, 732–741. [Google Scholar] [CrossRef]
  20. Schwertmann, U.; Cornell, R.M. Iron Oxides in the Laboratory. Soil Sci. 1991, 156, 281–282. [Google Scholar] [CrossRef]
  21. Yang, Y.; Xiao, C.; Lu, J.; Zhang, Y. Fe(III)/Fe(II) forwarding a new anammox-like process to remove high-concentration ammonium using nitrate as terminal electron acceptor. Water Res. 2020, 172, 115528. [Google Scholar] [CrossRef] [PubMed]
  22. Huang, S.; Jaffé, P.R. Characterization of incubation experiments and development of an enrichment culture capable of ammonium oxidation under iron-reducing conditions. Biogeosciences 2015, 12, 769–779. [Google Scholar] [CrossRef] [Green Version]
  23. Tai, Y.L.; Dempsey, B.A. Nitrite reduction with hydrous ferric oxide and Fe(II): Stoichiometry, rate, and mechanism. Water Res. 2009, 43, 546–552. [Google Scholar] [CrossRef] [PubMed]
  24. Lim, N.Y.N.; Frostegård, A.; Bakken, L.R. Nitrite kinetics during anoxia: The role of abiotic reactions versus microbial reduction. Soil Biol. Biochem. 2018, 119, 203–209. [Google Scholar] [CrossRef]
  25. Wimmer, F.L. Book Review: Inorganic Chemistry, 2nd ed.; Shriver, D.F., Atkins, P.W., Langford, C.H., Eds.; SAGE Journals: New York, NY, USA, 1995; pp. 599–600. [Google Scholar]
  26. Lu, Y.; Lu, X.; Shu, W.; Zhou, J.; Qian, G. Microbial mediated iron redox cycling in fe (hydr)oxides for nitrite removal. Bioresour. Technol. 2016, 224, 34–40. [Google Scholar] [CrossRef]
  27. Sultan, S.; Hasnain, S. Reduction of toxic hexavalent chromium by Ochrobactrum intermedium strain SDCr-5 stimulated by heavy metals. Bioresour. Technol. 2007, 98, 340–344. [Google Scholar] [CrossRef]
  28. Lei, X.; Jia, Y.; Chen, Y.; Hu, Y. Simultaneous nitrification and denitrification without nitrite accumulation by a novel isolated Ochrobactrum anthropic LJ81. Bioresour. Technol. 2019, 272, 442–450. [Google Scholar] [CrossRef]
  29. Zhou, J.; Sun, Q.; Chen, D.; Wang, H.Y.; Yang, K. Ochrobactrum anthropi used to control ammonium for nitrate removal by starch-stabilized nanoscale zero valent iron. Water Sci. Technol. 2017, 76, 1827–1832. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  30. Doi, Y.; Takaya, N.; Takizawa, N. Novel Denitrifying Bacterium Ochrobactrum anthropi YD50.2 Tolerates High Levels of Reactive Nitrogen Oxides. Appl. Environ. Microb. 2009, 75, 5186–5194. [Google Scholar] [CrossRef] [Green Version]
  31. Jiang, S.; Park, S.; Yoon, Y.; Lee, J.H.; Wu, W.M.; Nguyen Phuoc, D.; Sadowsky, M.J.; Hur, H.G. Methanogenesis Facilitated by Geobiochemical Iron Cycle in a Novel Syntrophic Methanogenic Microbial Community. Environ. Sci. Technol. 2013, 47, 10078–10084. [Google Scholar] [CrossRef]
  32. Xu, Y.; He, Y.; Feng, X.; Liang, L.; Xu, J.; Brookes, P.C.; Wu, J. Enhanced abiotic and biotic contributions to dechlorination of pentachlorophenol during Fe(III) reduction by an iron-reducing bacterium Clostridium beijerinckii Z. Sci. Total Environ. 2014, 473, 215–223. [Google Scholar] [CrossRef] [PubMed]
  33. Ding, J.; Zhang, Y.; Quan, X.; Chen, S. Anaerobic biodecolorization of AO7 by a newly isolated Fe(III)-reducing bacterium Sphingomonas strain DJ. J. Chem. Technol. Biot. 2015, 90, 158–165. [Google Scholar] [CrossRef]
  34. Ding, B.; Luo, W.; Qin, Y.; Li, Z. Effects of the addition of nitrogen and phosphorus on anaerobic ammonium oxidation coupled with iron reduction (Feammox) in the farmland soils. Sci. Total Environ. 2020, 737, 139849. [Google Scholar] [CrossRef] [PubMed]
  35. Cai, Z.; Wang, B.; Zhang, L.; Wen, S.; Xu, M.; Misselbrook, T.H.; Carswell, A.M.; Gao, S. Striking a balance between N sources: Mitigating soil acidification and accumulation of phosphorous and heavy metals from manure. Sci. Total Environ. 2021, 754, 142189. [Google Scholar] [CrossRef] [PubMed]
  36. Xu, D.; Carswell, A.; Zhu, Q.; Zhang, F.; de Vries, W. Modelling long-term impacts of fertilization and liming on soil acidification at Rothamsted experimental station. Sci. Total Environ. 2020, 713, 136249. [Google Scholar] [CrossRef]
Figure 1. Mean headspace 30N2 (a) and 29N2 (b) production rates in the control, 15NH4+ and 15NH4+ + C2H2 treatments under three different pH. The different small letters above the column denote statistically significant (p < 0.05) differences in different pH groups.
Figure 1. Mean headspace 30N2 (a) and 29N2 (b) production rates in the control, 15NH4+ and 15NH4+ + C2H2 treatments under three different pH. The different small letters above the column denote statistically significant (p < 0.05) differences in different pH groups.
Sustainability 13 10393 g001
Figure 2. Concentration of NO3-N (a) and NO2-N (b) in anaerobic incubations on day 30. The different small letters above the column denote statistically significant (p < 0.05) differences in different pH groups.
Figure 2. Concentration of NO3-N (a) and NO2-N (b) in anaerobic incubations on day 30. The different small letters above the column denote statistically significant (p < 0.05) differences in different pH groups.
Sustainability 13 10393 g002
Figure 3. Anaerobic chemodenitrification at different pH values.
Figure 3. Anaerobic chemodenitrification at different pH values.
Sustainability 13 10393 g003
Figure 4. Relative abundance of main phyla (a) and genera (b) in the incubations.
Figure 4. Relative abundance of main phyla (a) and genera (b) in the incubations.
Sustainability 13 10393 g004
Figure 5. Heat map of KO (KEGG orthology) abundance associated with the nitrogen cycle based on PICRUSt.
Figure 5. Heat map of KO (KEGG orthology) abundance associated with the nitrogen cycle based on PICRUSt.
Sustainability 13 10393 g005
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Ma, D.; Wang, J.; Xue, J.; Yue, Z.; Xia, S.; Song, L.; Gao, H. Effects of Soil pH on Gaseous Nitrogen Loss Pathway via Feammox Process. Sustainability 2021, 13, 10393. https://doi.org/10.3390/su131810393

AMA Style

Ma D, Wang J, Xue J, Yue Z, Xia S, Song L, Gao H. Effects of Soil pH on Gaseous Nitrogen Loss Pathway via Feammox Process. Sustainability. 2021; 13(18):10393. https://doi.org/10.3390/su131810393

Chicago/Turabian Style

Ma, Ding, Jin Wang, Jun Xue, Zhengbo Yue, Shaofeng Xia, Lei Song, and Hongwen Gao. 2021. "Effects of Soil pH on Gaseous Nitrogen Loss Pathway via Feammox Process" Sustainability 13, no. 18: 10393. https://doi.org/10.3390/su131810393

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop