Abstract
Arbuscular mycorrhizal (AM) fungi were of importance in mitigating soil erosion, which was highly influenced by biotic and abiotic factors, such as host plant growth and soil nutrient. To investigate the impact of nitrogen (N) fertilization on seasonal variance in AM colonization and soil erosion, we conducted a field experiment with rice cultivation under four N fertilizer levels (0 kg N ha−1, 270 kg N ha−1, 300 kg N ha−1, and 375 kg N ha−1 plus organic fertilizers) in the Taihu Lake region, China. We investigated AM colonization before rice transplantation, during rice growth, and after rice harvest. We also assessed soil splash erosion of intact soil cores sampled at tillering and after rice harvest. We found that AM colonization (indicated by percentage of root length colonization) varied from 15 to 73%, which was attributed to rice growth, N fertilization, and their interaction. Soil loss due to splash erosion was cut down by organic N fertilizer at tillering, while higher inorganic N fertilization significantly increased soil loss after rice harvest. Additionally, we found significantly negative relationships of AM colonization to soil loss but positive relationships to soil aggregate stability. We highlighted the potential role of AM fungi in decreasing soil erosion and suggested that high N fertilization should be considered carefully when seeking after high yields.
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Introduction
As a key component of the environment, agricultural soil is significant for food and water security. Agricultural soil erosion causes “on-site” problems for food security and “off-site” problems for water security (Borrelli et al. 2018; Mardhiah et al. 2016). In agricultural food production, the main “on-site” problem is the decrease in food productivity due to loss of upper layer soils with high nutrient availability (Olson and Nizeyimana 1988). For water security, the “off-site” effects include sedimentation of waterways and eutrophication (Xie and Yue 2018). Sustainable development requires both increase in agricultural production and decrease in waterway sedimentation and water eutrophication. Thus, novel approaches that systematically improve agricultural production without decreasing water security are highly demanded.
Arbuscular mycorrhizal (AM) fungi might be the sustainable alternative to achieving food security (Thirkell et al. 2017; Zhang et al. 2019) and improving water security (Bowles et al. 2017; Cavagnaro et al. 2015). AM fungi form symbiosis with and obtain organic carbon from most crops (Jiang et al. 2017). As a return, they provide host plants with both macronutrients (i.e., nitrogen, phosphorus, and potassium) (Delavaux et al. 2017) and micronutrients (e.g., zinc, copper, manganese, and selenium) (Lehmann and Rillig 2015). In addition to nutritional function, they were reported to increase plant tolerance to both biotic and abiotic stresses, including pests, pathogens, heat, heavy metals, drought, ozone, and parasites (Cabral et al. 2016; Cui et al. 2018; De La Peña et al. 2006; Li et al. 2011; Louarn et al. 2012; Yang et al. 2014; Zhang et al. 2016a). Furthermore, they showed great potential in controlling nutrient loss from agricultural eco-systems via leaching (Bowles et al. 2017; van der Heijden 2010), runoff (Zhang et al. 2016b, 2015a), and gas emission (Bender et al. 2015; Storer et al. 2017; Zhang et al. 2015b). More importantly, they play a significant role in reducing soil erosion (Mardhiah et al. 2016) via improving soil aggregate stability (Leifheit et al. 2015). Therefore, sustainable farming would benefit from good understanding of the variance in AM colonization and effects on soil erosion under changing environments, such as varying nitrogen fertilization.
AM colonization, usually indicated by percentage of root length colonization, was depended on both biotic and abiotic factors. For rice inoculated with AM fungi, AM colonization on the 35th day (51.4%) after sowing was different from that on the 122nd day (harvesting stage, 36.3%), indicating that AM colonization varied with rice growing (Solaiman and Hirata 1997). In another AM fungi inoculation experiment, Solaiman and Hirata (1998) reported that AM colonization was depended on status of soil and water: AM colonization was greater for seedlings cultivated in wet seedling nursery when compared to the seedling in wet nursery. This was in agreement with an investigation on semi-aquatic grasses along a wide hydrologic gradient, which indicated that flooding had an inhibitory effect on AM colonization (Miller 2000).
AM colonization was also altered by fertilization. Camenzind et al. (2016) found that in a tropical montane forest, nitrogen additions decreased AM colonization along an elevational gradient. A meta-analysis integrating nutrient responses across independent field-based studies also found that compared with the non-fertilized control, AM colonization decreased 15% under N fertilization (Treseder 2004). Additionally, AM colonization decreased with increasing dosage of N fertilization in an alpine meadow on the Tibetan (Liu et al. 2012). This was explained by the “trade balance model” based on the functional equilibrium hypothesis: N fertilization removed N-limitation and then plants were limited by carbon; carbon-limited plants tended to allocate less carbon to AM fungi and then AM colonization decreased (Johnson 2010; Kleczewski et al. 2011).
AM fungi played a role in enhancing the stability of soil aggregates (Lehmann et al. 2017; Rillig et al. 2019; Wu et al. 2014a, b; Xu et al. 2015). Specifically, AM fungi increased soil accumulation of glomalin-related soil proteins (GRSP), a component of hyphae cell wall (Driver et al. 2005), leading to enhanced soil aggregate stability (Wu et al. 2014a). In addition, AM fungi enhanced the stability of soil aggregates via twining smaller aggregates with their extraradical hyphae (Mardhiah et al. 2016). Furthermore, AM fungi increased soil organic matter content by enhancing growth of other soil microorganisms as AM fungi were large conduits of carbon flow below-ground (Nuccio et al. 2013). Importantly, the effect of AM fungi on soil aggregate stability could be detectable after 30 days of inoculation and the effect was significant even under low colonization (Xu et al. 2015). As soil aggregate stability is often acknowledged for their resistance to soil erosion (Barthès and Roose 2002), any biotic or abiotic factors impacting on AM colonization might increase the risk of soil erosion.
Although there are many studies focusing on the effect of N fertilization on AM colonization at given plant growth stage, little is known how this effect vary within the whole growing season during which both soil temperature and water management are changing. Additionally, the direct impact of fertilization on soil erosion was investigated in previous studies (Gholami et al. 2016), whether fertilization altered soil erosion indirectly, such as via manipulating the abundance of AM fungi, is unknown. In our study, we aim to answer the following questions by running a field experiment involving four nitrogen (N) fertilizer treatments in the Taihu Lake Region:
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(i)
Does N fertilization impact seasonal variation in AM colonization and soil erosion?
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(ii)
What are the relationships among AM colonization, soil erosion, and soil aggregate stability?
Materials and methods
Description of the study area
The field experiment was carried out in Changshu Agro-ecological Experimental Station, Chinese Academy of Sciences, Changshu City, Jiangsu Province, China (31°32′93″N, 120 °41′88″E). In the experimental year, the mean annual temperature of this region was around 17 °C and the mean annual rainfall was about 1345 mm, indicated by the automatic meteorological station (Vaisala, Finland) located at the Changshu Agro-ecological Experimental Station.
The soil is classified as Gleyi-Stagnic Anthrosol (CRGCST2001) developing from lacustrine sediments. The soil texture is silt clay loam, with 13.3% sand, 54.8% silt, and 31.9% clay. Soil particle size was determined with a laser particle size analyzer (LS13320, Beckman Coulter, Brea, CA, USA). The soil in this region contained 2.83 g kg−1 total nitrogen, 26.6 g kg−1 soil organic carbon, 0.87 g kg−1 total phosphorous, and had a pH of 6.99 (soil: MiliQ water = 1:2.5) at the beginning of the experiment. The crop succession was winter wheat (Triticum aestivum L.) lasting from mid-October of the first year to mid-June of the second year and summer rice (Oryza sativa. L.) going from mid-June to mid-October of the second year.
Experimental design
Before our investigation, the fertilization treatment had been conducted for 1 year, which covered summer rice and winter wheat. During the experimental year, all of the treatments were applied to the same rice cultivar ‘Changyou 5’ and the same field management practice. For rice seedling cultivation, rice seeds were grown in soil collected from paddy fields where seedlings would be transplanted to. During this seedling cultivation process, no fungicide or other alternatives that were harmful to AM fungi were applied, indicating that the indigenous AM fungi was not inactive before transplantation. Rice seedlings were cultivated for 5 weeks and the percentage of AM root colonization was 6% before transplantation. Therefore, in our study, all the AM fungi involved were indigenous.
Four nitrogen fertilization treatments with four replicates in completely four randomized blocks were established, that is, a total of 16 plots (6 × 7 m2). The plots were separated by a 30-cm earthen ridge and lined with polyvinyl chloride (PVC) boards. The PVC boards were placed into the soil at a depth of 30 cm to prevent the movement of surface and ground water among the adjacent plots.
The nitrogen fertilization treatments were (1) N0, no nitrogen fertilizer applied; (2) N270, applied 270 kg N ha−1; (3) N300, applied 300 kg N ha−1; (4) N375 + O, applied 375 kg N ha−1 plus organic fertilizer (rapeseed cake fertilizer after fermentation, 2.25 t ha−1). For all the treatments, 90 kg diphosphorus pentoxide (P2O5) ha−1 and 120 kg potassium oxide (K2O) ha−1 were applied as basal fertilizers. Nitrogen fertilizers were applied as urea (N, 46%), phosphorus fertilizers were applied as superphosphate (P2O5, 13.5%), and potassium fertilizers were applied as potassium sulfate (K2O, 60%). For all the treatments, 50% urea-N was applied as basal fertilization, 10% as tillering topdressing, 20% as anthesis topdressing, and 20% as heading topdressing.
The basal fertilizer was manually broadcast onto the surface soil and integrated by plowing and harrowing before transplantation. The topdressing fertilizers were homogeneously broadcast onto the surface water.
Water management
The field water regime was conducted under a cycle of flooding-drainage-reflooding-moist mode. The soil was submerged before rice seedlings were transplanted until tillering, and during this period, the surface water was maintained at a depth of 3–5 cm. At the end of the tillering stage, a 10-day drainage was conducted to control the tiller number, which was followed by a reflooding. The flood water was maintained until 40 days before harvest. After that, a final intermittent irrigation was carried out.
Sample collection
Rice root and soil sampling was conducted from rice seedling beds and paddy fields before transplantation. Sampling of roots and soil was also conducted after transplantation, at tillering, booting, flowering, filling, ripening, and 15 days after harvest. Rice roots and soil were collected from surface soil layer (0–20 cm depth). Samples were immediately placed in a cooler in the field. All live roots were carefully collected from the soils. The live roots were selected visually based on color and turgescence. Roots collected from soils were used to estimate the colonization of AM fungi within roots. Soil was used for NO3−−N and NH4+-N concentration analyses.
Undisturbed soil cores were sampled on the 10th day of the first drainage and the 15th day after rice harvest. The reason was that during these two periods, the soil was not completely covered by water or plants and more vulnerable to splash erosion. During these two periods, soil ring samplers (diameter: 10 cm; height: 2.5 cm) were used to collect intact soil cores. All the intact soil cores with ring samplers were immediately placed in aluminum boxes to prevent any possible disturbance during transportation.
Splash erosion tests
Rainfall simulator used in our experiment was NLJY-09-1 provided by Nanjing south forest electronic technology co. LTD. Rainfall height was 4.75 m, and the medium raindrop diameter was 2.4 mm and the pressure was 0.08 MPa. The uniformity index of rainfall was 90% and accuracy of adjustment was 5%. Tap water was used for all tests. The duration of rainfall was 5 min and the rainfall intensity was set at 130 mm h−1.
At the end of each rainfall event, sedimentation was conducted for 5 h. The sediment in the splash cups was air-dried and moved gently with a brush into aluminum boxes. Soil loss was calculated by dividing the air-dried sediment weight by the air-dried soil core weight before splash erosion tests.
Root and soil analysis
Roots collected from soils were used to estimate the colonization of AM fungi within roots. The roots were washed with tap water and cut into 1–2-cm pieces. These root pieces were cleared with 10% KOH in boiling water for 30 min and neutralized with 0.2% HCl. Then, after the roots were washed three times, they were stained with acid fuchsin for 30 min in water kept at 90 °C. The percentage of root length colonization (RLC) by AM fungi was estimated with these stained roots under a microscope using the grid line intersect method (Giovannetti and Mosse 1980). Around 100 pieces were measured for each replicate.
Soil samples were air-dried before being analyzed for extraradical hyphal length of AM fungi as a measure of fungal abundance in the soil. Hyphae were extracted from 4.0 g of dried soil using a protocol adapted from Jakobsen et al. (1992) and then stained with Trypan Blue. Hyphae density was measured according to Rillig et al. (1999). Spores of AM fungi were separated from 50 g of air-dried soils by wet sieving and sucrose centrifugation (Brundrett et al. 1994).
Soil samples were extracted with 2 M KCl at a soil/KCl ratio of 1:10, shaken for 1 h, and filtered for NO3−−N and NH4+-N analyses with an automatic chemical analyzer (Smartchem140, AMS).
Soil samples from the 1-cm surface of paddy field were collected at the same time of intact core sampling. The water-stable aggregate (WSA) distribution at 2–4, 1–2, 0.5–1, and 0.25–0.5 mm size was determined using the wet-sieving method [modified from Leifheit et al. (2015)]. Determination of mean weight diameter (MWD, an indicator of aggregate stability) was as follows: \( \mathrm{MWD}=\sum \limits_{i=1}^n XiWi \), where Xi is the mean diameter of the sieves opening (mm), Wi is the proportion of the size fraction in the total sample mass, and n is the number of size fractions.
Statistical analysis
Two-way analysis of variance (ANOVA) was used to distinguish the difference in AM colonization, soil loss, N availability, and soil aggregate stability. Spearman correlation analyses were performed to investigate the relationships among AM colonization, soil loss, N availability, and soil aggregate stability. The statistics and graphic visualization were carried out with software R (RCoreTeam 2017).
Results
AM colonization
At the end of seedling, percentage of AM root colonization was 6%. It varied from 15 to 73% across the whole investigation period and the four nitrogen (N) fertilization levels (Fig. 1). To estimate the effect of rice growth, N fertilization, and their interaction on AM colonization, we conducted a two-way ANOVA test. We found that they all played significant roles in varying AM colonization (Table 1).
In the control (N0), AM colonization increased from 26% at tillering to 54% at booting, decreased to 36% at flowering and filling. After that, there was a slight increase to 40% at ripening, followed by a decrease to 25% during the fallow period after rice harvest. For the two fallow periods, AM colonization before rice transplantation (46%) was much higher than that after rice harvest (25%).
During the fallow period, before rice transplantation and tillering, proper dosage of N fertilization (N270) increased AM colonization while more N fertilization resulted in smaller AM colonization. At booting and ripening, N addition lowered AM colonization. During flowering, filling and fallow after rice harvest, there was no significant effect of N fertilization on AM colonization (Fig. 1).
In addition to percentage of AM root colonization, we also investigated spore density and density of extraradical hyphae for AM fungi. In terms of spore density, we found that the impact of N fertilization was not significant while it was greater after rice harvest than that at tillering. For extraradical hyphae, its seasonal variation and responses to N fertilization were similar with percentage of AM root colonization (Tables 1 and 2).
Soil erosion
Soil loss due to splash erosion was significantly altered by N fertilization, rice growth, and their interaction (Table 1). Compared with the control (N0), it was greater at high inorganic N fertilization (N300) during tillering while it was lower in treatment with organic N fertilization (N375 + O) after rice harvest. Soil loss after rice harvest was higher than the tillering (Fig. 2a).
Availability of soil N
Soil NH4+-N concentration was significantly altered by N fertilization, rice growth, and their interaction (Table 1). It was much lower at tillering than those after rice harvest. At tillering, N270 had higher value while after rice harvest, N0 had lower value (Table 2).
Rice growth had significant effects on soil NO3−-N concentration while N fertilization and their interaction had no significant effect (Table 1). Specifically, soil NO3−-N concentration was much lower at tillering than those after rice growth (Table 2).
Soil aggregate stability
N fertilization only had significant effect on water-stable aggregate (WSA) in 2–4 mm size fraction and had no significant effect on other WSA fractions (Table 1). Compared to the non-fertilization control (N0), organic N fertilization increased this size fraction (Table 2).
Rice growth had significant effect on all WSA fractions (Table 1). Specifically, WSA in 2–4 and 0.5–1 mm size fractions were higher at tillering than those after rice harvest. By contrast, 1–2 and 0.25–0.5 mm size fractions were lower at tillering than those after rice harvest (Table 2).
The effect of interaction between N fertilization and rice growth was only significant on 0.5–1 mm size fraction (Table 1). At tillering, organic N fertilization increased this size fraction but did not impact on this after rice harvest. This size fraction was greater at tillering than that after rice harvest (Table 2).
The mean weight diameter (MWD) of WSA was significantly altered by N fertilization, rice growth, and their interaction (Table 1). It was increased by organic N fertilization at tillering but did not change after rice harvest. This parameter was significantly greater at tillering than that after rice harvest (Table 2).
All in all, organic N fertilization (not inorganic N fertilization) mainly increased 2–4 mm size fraction of WSA and then MWD. At tillering, 2–4 and 0.5–1 mm size fractions of WSA and MWD were higher than those after rice harvest.
Relationships
Combining the two stages, both soil NH4+-N and NO3−-N concentration negatively correlated with soil loss (Figs. 2b, c and 3). WSA in 2–4 and 0.5–1 mm size fractions and MWD negatively correlated with soil loss (Figs. 2d, f, h and 3); those in 1–2 and 0.25–0.5 mm size fractions were positively correlated with soil loss (Fig. 2e, g and 3).
We found that AM colonization negatively correlated with soil loss and soil N availability (Figs. 3 and 4a–c). Among the sizes of WSA, AM colonization positively correlated with 2–4 and 0.5–1 mm WSA and MWD (Figs. 3 and 4d, f, h), but negatively correlated with 1–2 and 0.25–0.5 mm WSA (Figs. 3 and 4e, g).
Discussion
Building on past studies focused on the effects of AM fungi on crop yields (Bakhshandeh et al. 2017; Sisaphaithong et al. 2017; Zhang et al. 2017; Zhu et al. 2017) and nutrient loss to water environment (Asghari and Cavagnaro 2012; Cavagnaro et al. 2015), our study investigated: (i) Does N fertilization impact on seasonal variation in AM colonization and soil erosion? (ii) What are the relationships among AM colonization, soil erosion, soil N availability, and soil aggregate stability? Our results highlighted the potential role of AM colonization in decreasing soil erosion.
Impact of N fertilization on seasonal variance in AM colonization
As expected, AM colonization varied seasonally and N fertilization had different impacts on this seasonal variation in the Taihu Lake region. The increase in AM colonization from tillering to booting might be due to the 10-day drainage. This drainage created an aerobic environment and the oxygen limitation to AM fungi was removed, leading to better growth of AM fungi (Lumini et al. 2011; Unger et al. 2009). The decrease in AM colonization during flowering and filling might be attributed to the flooding inhibitory effect (Auge 2001). The slight increase at ripening likely resulted from the moist mode of water management where oxygen availability and redox potential were improved (Lumini et al. 2011; Unger et al. 2009). The possible reason of the final decrease during the fallow period after rice harvest might be that there was no lipid sources for AM fungi growth after rice was harvested (Jiang et al. 2017). The significant difference in AM colonization before rice transplantation (wheat roots remained in soil) and after rice harvest (rice roots remained in soil) could be explained by the difference in compatibility between wheat and rice (Smith and Read 2008). Taken together, this indicated that future field research on investigating AM abundance should pay more attention on this seasonal variation and the impact of previous crop.
Besides water management mode, soil temperature and plant carbon-gain-related factors (e.g., leaf area index and canopy photosynthesis rate) might also vary AM colonization. In our experimental site, soil temperature decreased gradually from the mean value of 29 °C to 14 °C during our experimental period. The low soil temperature inhibited photosynthate transferring from plants to AM fungi and AM fungi growth was carbon-limited, leading to decreasing AM colonization with rice growth (Hawkes et al. 2008). Additionally, it was known that the leaf area index increased fast during the vegetative growth period, reached the peak at the end of tillering, and then decreased gradually in the reproductive growth period (Fang et al. 2014). Similarly, rice canopy photosynthesis rate reached the peak before heading and got lower during the reproductive growth period (Sasaki et al. 2005). As AM fungi only obtain carbon from their host plants (Jiang et al. 2017), these plant carbon-gain-related factors might play a role in altering AM colonization. Further study, however, is required to confirm the effect of soil temperature and plant carbon-gain-related factors.
Researchers highlighted that AM fungi should be considered as a Daerwin species, rather than an extension of plant roots (Bruns et al. 2017). This suggested that AM fungi also require other nutrients (e.g., N) for their own growth so that AM colonization was expected to be lower in soils with lower N availability (Hodge et al. 2010). In contrast, higher N availability might have an inhibitory effect on AM fungi development as AM fungi might be limited by carbon (Johnson et al. 2015). Based on the functional equilibrium theory, plants tended to allocate less resources to AM fungi where mineral nutrient (and/or water) was ample than in nutrient (and/or water)-stress conditions (Johnson 2010). Therefore, we hypothesized that higher AM colonization would be observed under lower N fertilization while lower AM colonization under highest N fertilizer levels.
Our results, collected during fallow period before rice planted and tillering stages, supported our hypothesis. This pattern was not observed at other stages. One of the likely reasons was that N fertilizers were applied four times, 50% applied before transplantation as basal fertilization, 10, 20, and 20% at tillering, flowering, and heading as topdressings. Therefore, the impact of N fertilizers was also changing seasonally. Another possible reason was that after application, the amount of soil N nutrients from fertilizers decreased with rice growing due to uptake by plants or soil microorganisms, ammonia volatilization (Zhao et al. 2015), denitrification (Wang et al. 2017), loss with leachate (Zhao et al. 2009), and runoff water (Zhao et al. 2012). Our analysis on the seasonal change of soil NH4+ concentration supported this hypothesis (Table 2). However, whether N fertilization pattern and N loss with rice growing contributed to the seasonal variation in AM colonization needs further research.
Impact of N fertilization on seasonal variance in soil erosion
Vegetation was reported to play a significant role in reducing soil erosion (Kervroëdan et al. 2018). In our study, intact soil cores were used for the erosion test experiment, which excluded the effect of the above-ground part on soil erosion. So, only the effect of roots on soil erosion was considered in our study. After rice harvest, the microorganism-induced decomposition of roots started under field condition (Zhu et al. 2016). Therefore, we hypothesized that soil erosion was less serious at tillering than those during the fallow period after rice harvest. As expected, we found that soil loss was smaller at tillering than the fallow after rice harvest. Importantly, soil NH4+-N and NO3−-N concentrations were remarkably higher at fallow than tillering (Table 2), supporting our hypothesis that microorganism-induced decomposition of roots contributed less than viable roots.
We expected that high inorganic N fertilization would aggravate soil erosion while organic N fertilization would decrease soil erosion. Surprisingly, the negative effect of high inorganic N fertilization was only observed during the fallow period after rice harvest, not at tillering (Fig. 2a). The explanation might be that high inorganic N fertilization did not aggravate soil erosion directly but indirectly via decreasing resources allocated to AM fungi (functional equilibrium hypothesis) (Johnson 2010). The negative relationship between AM colonization and soil loss provided some support for this indirect role of N fertilization (Fig. 3). Additionally, the positive effect of organic N fertilization was only detectable at tillering (Fig. 2a). The possible reason might be that organic fertilizers not only provide N but also organic carbon which increased soil organic matter content and then reduced soil loss due to splash erosion (Wuddivira et al. 2009). Taken together, more attention should be paid on the period after rice harvest, rather than tillering stage, to effectively reduce soil erosion in rice production.
Potential role of AM colonization in reducing soil erosion
Soil erosion was reported to be related to soil cohesion (Prosser et al. 1995) and aggregate stability. We hypothesized that AM fungi might reduce soil erosion directly via enhanced soil cohesion and indirectly via improving soil aggregate stability. Firstly, we tested this direct effect of AM fungi on soil loss by plotting soil loss against AM colonization and we found a negative relationship between AM colonization and soil loss due to splash erosion. One of the reasons is the network of extraradical mycelium of AM fungi-enhanced soil cohesion. Additionally, compared with other soil fungi, the hyphae of AM fungi were more persistent, coarser, and thicker, playing a greater role in reducing soil erosion (Mardhiah et al. 2016).
The indirect role of AM fungi in reducing soil loss was based on the improvement in soil aggregate stability. As a soil structure and function unit, soil aggregate is considered an influential factor governing the biological, chemical, and physical characteristics of soils (Falsone et al. 2012). Topsoil aggregate stability is often acknowledged for their resistance to soil erosion (Barthès and Roose 2002). Stable aggregates can reduce detachment caused by raindrop impact under natural and simulated rainfall (Vermang et al. 2009). We tested this indirect role by plotting soil loss and AM colonization with aggregate stability. We found a negative relationship between soil loss and aggregate stability, but positive relationships between AM colonization and aggregate stability, supporting our hypothesis.
Soil aggregate stability might be enhanced by AM fungi via increasing glomalin (Driver et al. 2005) or soil carbon accumulation (Mardhiah et al. 2016). The glomalin was much more persistent than other soil proteins and was positively related to soil aggregate stability (Wright and Upadhyaya 1998; Wu et al. 2014a). In addition, the glomalin could also increase soil organic matter with AM hyphae rapid turnover (Staddon et al. 2003; Wilson et al. 2009) functioning as a rapid pathway of carbon flux from aboveground to the belowground (Johnson et al. 2002). Furthermore, differently from other soil fungi, AM fungi did not produce enzymes degrading soil carbon but decreased soil erosion indirectly by increasing soil carbon accumulation (Mardhiah et al. 2016). These could explain the indirect role of AM fungi in reducing soil loss due to splash erosion. All in all, agricultural practices that have harmful effects on AM fungi, such as intercropping or rotated with non-host plants, intensive tillage, fallow, etc. should be limited to reduce soil loss via AM fungi (Rillig et al. 2019).
Conclusion
Arbuscular mycorrhizal (AM) fungi had great potential in promoting crop yields and controlling nutrient loss (Cavagnaro et al. 2015; Zhang et al. 2014). We investigated the seasonal variance of AM colonization across four nitrogen (N) fertilizer levels and tested the direct and indirect role of AM fungi in controlling soil loss due to splash erosion. We found that AM colonization varied from 15 to 73% across the whole investigation period in the delta region Taihu Lake. The impact of N fertilization depended on rice growth. We also found that soil loss due to splash erosion was greater during the fallow period than that during rice growing season (i.e., tillering). High inorganic N fertilization increased soil erosion after rice harvest and organic N fertilization decreased soil erosion at tillering. The negative relationship between AM colonization and soil loss indicated the direct role of AM fungi in reducing soil erosion. We proposed the indirect role of AM fungi via the negative relationship of soil loss to aggregate stability and the positive relationship between AM colonization and aggregate stability. Our study highlighted that more consideration should be paid on the role of AM colonization in reducing soil erosion when nitrogen fertilization increased.
References
Asghari HR, Cavagnaro TR (2012) Arbuscular mycorrhizas reduce nitrogen loss via leaching. PLoS One 7:151-155. https://doi.org/10.1371/journal.pone.0029825
Auge RM (2001) Water relations, drought and vesicular-arbuscular mycorrhizal symbiosis. Mycorrhiza 11:3-42. https://doi.org/10.1007/s005720100097
Bakhshandeh S, Corneo PE, Mariotte P, Kertesz MA, Dijkstra FA (2017) Effect of crop rotation on mycorrhizal colonization and wheat yield under different fertilizer treatments. Agric Ecosyst Environ 247:130-136. https://doi.org/10.1016/j.agee.2017.06.027
Barthès B, Roose E (2002) Aggregate stability as an indicator of soil susceptibility to runoff and erosion; validation at several levels. Catena 47:133-149
Bender SF, Conen F, Van der Heijden MGA (2015) Mycorrhizal effects on nutrient cycling, nutrient leaching and N2O production in experimental grassland. Soil Biol Biochem 80:283-292. https://doi.org/10.1016/j.soilbio.2014.10.016
Borrelli P, Van KO, Meusburger K, Alewell C, Lugato E, Panagos P (2018) A step towards a holistic assessment of soil degradation in Europe: Coupling on-site erosion with sediment transfer and carbon fluxes. Environ Res 168:291-298
Bowles TM, Jackson LE, Cavagnaro TR (2017) Mycorrhizal fungi enhance plant nutrient acquisition and modulate nitrogen loss with variable water regimes. Glob Chang Biol 24:e171-e182. https://doi.org/10.1111/gcb.13884
Brundrett M, Melville L, Peterson L. (1994) Practical methods in mycorrhiza research. University of Guelph, ON, Canada: Mycologue Publication
Bruns TD, Corradi N, Redecker D, Taylor JW, Öpik M (2017) Glomeromycotina: what is a species and why should we care? New Phytol 220:1-5. https://doi.org/10.1111/nph.14913
Cabral C, Ravnskov S, Tringovska I, Wollenweber B (2016) Arbuscular mycorrhizal fungi modify nutrient allocation and composition in wheat (Triticum aestivum L.) subjected to heat-stress. Plant Soil 408:385-399. https://doi.org/10.1007/s11104-016-2942-x
Camenzind T et al (2016) Opposing effects of nitrogen versus phosphorus additions on mycorrhizal fungal abundance along an elevational gradient in tropical montane forests. Soil Biol Biochem 94:37-47. https://doi.org/10.1016/j.soilbio.2015.11.011
Cavagnaro TR, Bender SF, Asghari HR, van der Heijden MGA (2015) The role of arbuscular mycorrhizas in reducing soil nutrient loss. Trends Plant Sci 20:283-290. https://doi.org/10.1016/j.tplants.2015.03.004
Cui XC, Hu JL, Lin XG, Wang FY, Chen RR, Wang JH, Zhu JG (2018) Arbuscular mycorrhizal fungi alleviate ozone stress on nitrogen nutrition of field wheat. J Agric Sci Technol 15:1043-1052
De La Peña E, Echeverría SR, Van Der Putten WH, Freitas H, Moens M (2006) Mechanism of control of root-feeding nematodes by mycorrhizal fungi in the dune grass Ammophila arenaria. New Phytol 169:829-840
Delavaux CS, Smithramesh LM, Kuebbing SE (2017) Beyond nutrients: A meta-analysis of the diverse effects of arbuscular mycorrhizal fungi on plants and soils. Ecology 98:2111-2119
Driver JD, Holben WE, Rillig MC (2005) Characterization of glomalin as a hyphal wall component of arbuscular mycorrhizal fungi. Soil Biol Biochem 37:101-106
Falsone G, Bonifacio E, Zanini E (2012) Structure development in aggregates of poorly developed soils through the analysis of the pore system. Catena 95:169-176
Fang H, Li W, Wei S, Jiang C (2014) Seasonal variation of leaf area index (LAI) over paddy rice fields in NE China: Intercomparison of destructive sampling, LAI-2200, digital hemispherical photography (DHP), and AccuPAR methods. Agric For Meteorol 198-199:126-141
Gholami L, Sadeghi SHR, Homaee M (2016) Different effects of sheep manure conditioner on runoff and soil loss components in eroded soil. Catena 139:99-104. https://doi.org/10.1016/j.catena.2015.12.011
Giovannetti M, Mosse B (1980) An evaluation of techniques for measuring vesicular-arbuscular infection in roots. New Phytol 84:489-500
Hawkes CV, Hartley IP, Ineson P, Fitter AH (2008) Soil temperature affects carbon allocation within arbuscular mycorrhizal networks and carbon transport from plant to fungus. Glob Chang Biol 14:1181-1190. https://doi.org/10.1111/j.1365-2486.2007.01535.x
Hodge A, Helgason T, Fitter A (2010) Nutritional ecology of arbuscular mycorrhizal fungi. Fungal Ecol 3:267-273
Jakobsen I, Abbott L, Robson A (1992) External hyphae of vesicular—arbuscular mycorrhizal fungi associated with Trifolium subterraneum L. New Phytol 120:509-516
Jiang Y et al (2017) Plants transfer lipids to sustain colonization by mutualistic mycorrhizal and parasitic fungi. Science 356:1172
Johnson NC (2010) Resource stoichiometry elucidates the structure and function of arbuscular mycorrhizas across scales. New Phytol 185:631-647. https://doi.org/10.1111/j.1469-8137.2009.03110.x
Johnson D, Leake JR, Ostle N, Ineson P, Read DJ (2002) In situ (CO2)-C-13 pulse-labelling of upland grassland demonstrates a rapid pathway of carbon flux from arbuscular mycorrhizal mycelia to the soil. New Phytol 153:327-334. https://doi.org/10.1046/j.0028-646X.2001.00316.x
Johnson NC, Wilson GW, Wilson JA, Miller RM, Bowker MA (2015) Mycorrhizal phenotypes and the Law of the Minimum. New Phytol 205:1473-1484
Kervroëdan L, Armand R, Saunier M, Ouvry JF, Faucon MP (2018) Plant functional trait effects on runoff to design herbaceous hedges for soil erosion control. Ecol Eng 118:143-151
Kleczewski NM, Herms DA, Bonello P (2011) Nutrient and water availability alter belowground patterns of biomass allocation, carbon partitioning, and ectomycorrhizal abundance in Betula nigra. Trees 26:525-533. https://doi.org/10.1007/s00468-011-0613-3
Lehmann A, Rillig MC (2015) Arbuscular mycorrhizal contribution to copper, manganese and iron nutrient concentrations in crops - a meta-analysis. Soil Biol Biochem 81:147-158. https://doi.org/10.1016/j.soilbio.2014.11.013
Lehmann A, Zheng W, Rillig MC (2017) Soil biota contributions to soil aggregation. Nat Ecol Evol 1:1828-1835
Leifheit E, Verbruggen E, Rillig M (2015) Arbuscular mycorrhizal fungi reduce decomposition of woody plant litter while increasing soil aggregation. Soil Biol Biochem 81:323-328
Li H, Ye ZH, Chan WF, Chen XW, Wu FY, Wu SC, Wong MH (2011) Can arbuscular mycorrhizal fungi improve grain yield, as uptake and tolerance of rice grown under aerobic conditions? Environ Pollut 159:2537-2545. https://doi.org/10.1016/j.envpol.2011.06.017
Liu Y et al (2012) Direct and indirect influences of 8 yr of nitrogen and phosphorus fertilization on Glomeromycota in an alpine meadow ecosystem. New Phytol 194:523-535. https://doi.org/10.1111/j.1469-8137.2012.04050.x
Louarn J, Carbonne F, Delavault P, Becard G, Rochange S (2012) Reduced germination of Orobanche cumana seeds in the presence of arbuscular mycorrhizal Fungi or their exudates. PLoS One 7:e49273. https://doi.org/10.1371/journal.pone.0049273
Lumini E, Vallino M, Alguacil MM, Romani M, Bianciotto V (2011) Different farming and water regimes in Italian rice fields affect arbuscular mycorrhizal fungal soil communities. Ecol Appl 21:1696-1707
Mardhiah U, Caruso T, Gurnell A, Rillig MC (2016) Arbuscular mycorrhizal fungal hyphae reduce soil erosion by surface water flow in a greenhouse experiment. Appl Soil Ecol 99:137-140
Miller SP (2000) Arbuscular mycorrhizal colonization of semi-aquatic grasses along a wide hydrologic gradient. New Phytol 145:145-155. https://doi.org/10.1046/j.1469-8137.2000.00566.x
Nuccio EE, Hodge A, Pett-Ridge J, Herman DJ, Weber PK, Firestone MK (2013) An arbuscular mycorrhizal fungus significantly modifies the soil bacterial community and nitrogen cycling during litter decomposition. Environ Microbiol 15:1870-1881. https://doi.org/10.1111/1462-2920.12081
Olson KR, Nizeyimana E (1988) Effects of soil erosion on corn yields of seven Illinois soils. J Prod Agric 1:13-19
Prosser IP, Dietrich WE, Stevenson J (1995) Flow resistance and sediment transport by concentrated overland flow in a grassland valley. Geomorphology 13:71-86
RCoreTeam (2017) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Rillig MC, Field CB, Allen MF (1999) Soil biota responses to long-term atmospheric CO2? Enrichment in two california annual grasslands. Oecologia 119:572-577
Rillig MC, Aguilar-Rigueros CA, Camenzind T, Cavagnaro TR, Yang G (2019) Why farmers should manage the arbuscular mycorrhizal symbiosis. New Phytol. https://doi.org/10.1111/nph.15602
Sasaki H, Hara T, Ito S, Miura S, Hoque MM, Lieffering M, Kim HY, Okada M, Kobayashi K (2005) Seasonal changes in canopy photosynthesis and respiration, and partitioning of Photosynthate, in Rice (Oryza sativa L.) grown under free-air CO2 enrichment. Plant Cell Physiol 46:1704-1712
Sisaphaithong T et al (2017) Varietal differences in the growth responses of rice to an arbuscular mycorrhizal fungus under natural upland conditions. Plant Signal Behav 12:e1274483. https://doi.org/10.1080/15592324.2016.1274483
Smith SE, Read DJ (2008) Mycorrhizal Symbiosis San Diego. Press, Academic
Solaiman MZ, Hirata H (1997) Responses of directly seeded wetland rice to arbuscular mycorrhizal fungi inoculation. J Plant Nutr 20:1479-1487. https://doi.org/10.1080/01904169709365350
Solaiman MZ, Hirata H (1998) Glomus-wetland rice mycorrhizas influenced by nursery inoculation techniques under high fertility soil conditions. Biol Fertil Soils 27:92-96
Staddon PL, Ramsey CB, Ostle N, Ineson P, Fitter AH (2003) Rapid turnover of hyphae of mycorrhizal fungi determined by AMS microanalysis of C-14. Science 300:1138-1140. https://doi.org/10.1126/science.1084269
Storer K, Coggan A, Ineson P, Hodge A (2017) Arbuscular mycorrhizal fungi reduce nitrous oxide emissions from N2O hotspots. New Phytol 1-11. https://doi.org/10.1111/nph.14931
Thirkell TJ, Charters MD, Elliott AJ, Sait SM, Field KJ (2017) Are mycorrhizal fungi our sustainable saviours? Considerations for achieving food security. J Ecol 105:921-929
Treseder KK (2004) A meta-analysis of mycorrhizal responses to nitrogen, phosphorus, and atmospheric CO2 in field studies. New Phytol 164:347-355. https://doi.org/10.1111/j.1469-8137.2004.01159.x
Unger IM, Motavalli PP, Muzika RM (2009) Changes in soil chemical properties with flooding: A field laboratory approach. Agric Ecosyst Environ 131:105-110. https://doi.org/10.1016/j.agee.2008.09.013
van der Heijden MGA (2010) Mycorrhizal fungi reduce nutrient loss from model grassland ecosystems. Ecology 91:1163-1171
Vermang J, Demeyer V, Cornelis WM, Gabriels D (2009) Aggregate stability and erosion response to antecedent water content of a loess soil. Soil Sci Soc Am J 73:718-726
Wang S, Shan J, Xia Y, Tang Q, Xia L, Lin J, Yan X (2017) Different effects of biochar and a nitrification inhibitor application on paddy soil denitrification: A field experiment over two consecutive rice-growing seasons. Sci Total Environ 593-594:347-356
Wilson GWT, Rice CW, Rillig MC, Springer A, Hartnett DC (2009) Soil aggregation and carbon sequestration are tightly correlated with the abundance of arbuscular mycorrhizal fungi: results from long-term field experiments. Ecol Lett 12:452-461. https://doi.org/10.1111/j.1461-0248.2009.01303.x
Wright S, Upadhyaya A (1998) A survey of soils for aggregate stability and glomalin, a glycoprotein produced by hyphae of arbuscular mycorrhizal fungi. Plant Soil 198:97-107
Wu QS, Cao MQ, Zou YN, He XH (2014a) Direct and indirect effects of glomalin, mycorrhizal hyphae, and roots on aggregate stabiliLEty in rhizosphere of trifoliate orange. Sci Rep 4:5823. https://doi.org/10.1038/srep05823
Wu QS, Huang YM, Li Y, Nasrullah HXH (2014b) Contribution of arbuscular mycorrhizas to Glomalin-related soil protein, Soil Organic Carbon and Aggregate Stability in Citrus Rhizosphere. Int J Agric Biol 16:207-212
Wuddivira MN, Stone RJ, Ekwue EI (2009) Clay, organic matter, and wetting effects on splash detachment and aggregate breakdown under intense rainfall. Soil Sci Soc Am J 73:226-232
Xie Y, Yue T (2018) Application of soil erosion models for soil and water conservation. Sci Soil Water Conserv 16:25-37
Xu P, Liang LZ, Dong XY, Shen RF (2015) Effect of arbuscular mycorrhizal fungi on aggregate stability of a clay soil inoculating with two different host plants. Acta Agric Scand B Soil Plant 65:23-29. https://doi.org/10.1080/09064710.2014.960887
Yang HS, Dai YJ, Wang XH, Zhang Q, Zhu LQ, Bian XM (2014) Meta-analysis of interactions between arbuscular mycorrhizal Fungi and biotic stressors of plants. Sci World J 746506. https://doi.org/10.1155/2014/746506
Zhang S, Wang L, Ma F, Bloomfield KJ, Yang J, Atkin OK (2014) Is resource allocation and grain yield of rice altered by inoculation with arbuscular mycorrhizal fungi? J Plant Ecol 8:436-448
Zhang S, Wang L, Ma F, Zhang X, Li Z, Li S, Jiang X (2015a) Can arbuscular mycorrhiza and fertilizer management reduce phosphorus runoff from paddy fields? J Environ Sci 33:211-218
Zhang X, Wang L, Ma F, Shan D (2015b) Effects of Arbuscular Mycorrhizal Fungi on N2O Emissions from Rice Paddies. Water Air Soil Pollut 226:1-10. https://doi.org/10.1007/s11270-015-2493-4
Zhang BB, Chang SX, Anyia AO (2016a) Mycorrhizal inoculation and nitrogen fertilization affect the physiology and growth of spring wheat under two contrasting water regimes. Plant Soil 398:47-57. https://doi.org/10.1007/s11104-015-2635-x
Zhang S, Wang L, Ma F, Zhang X, Fu D (2016b) Reducing nitrogen runoff from paddy fields with arbuscular mycorrhizal fungi under different fertilizer regimes. J Environ Sci 46:92-100
Zhang X, Wang L, Ma F, Yang JX, Su M (2017) Effects of arbuscular mycorrhizal fungi inoculation on carbon and nitrogen distribution and grain yield and nutritional quality in rice (Oryza sativa L). J Sci Food Agric 97:2919-2925. https://doi.org/10.1002/jsfa.8129
Zhang S, Lehmann A, Zheng W, You Z, Rillig MC (2019) Arbuscular mycorrhizal fungi increase grain yields: a meta-analysis. New Phytol 222. https://doi.org/10.1111/nph.15570
Zhao X, Xie YX, Xiong ZQ, Yan XY, Xing GX, Zhu ZL (2009) Nitrogen fate and environmental consequence in paddy soil under rice-wheat rotation in the Taihu lake region, China. Plant Soil 319:225-234. https://doi.org/10.1007/s11104-008-9865-0
Zhao X, Zhou Y, Min J, Wang SQ, Shi WM, Xing GX (2012) Nitrogen runoff dominates water nitrogen pollution from rice-wheat rotation in the Taihu Lake region of China. Agric Ecosyst Environ 156:1-11. https://doi.org/10.1016/j.agee.2012.04.024
Zhao M et al (2015) Mitigating gaseous nitrogen emissions intensity from a Chinese rice cropping system through an improved management practice aimed to close the yield gap. Agric Ecosyst Environ 203:36-45. https://doi.org/10.1016/j.agee.2015.01.014
Zhu Z et al (2016) Fate of rice shoot and root residues, rhizodeposits, and microbe-assimilated carbon in paddy soil: I. Decomposition and priming effect. Biogeosci Discuss 13:4481-4489
Zhu Y et al (2017) Inoculation of arbuscular mycorrhizal fungi with plastic mulching in rainfed wheat: a promising farming strategy Field. Crop Res 204:229-241. https://doi.org/10.1016/jScr.2016.11.005
Acknowledgments
We would like to thank Wenfei Yun for help with data collection.
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This work was supported by Natural Science Foundation of Jiangsu Province (grant numbers BK20160689) and National Key Technologies R&D Program of China (2015BAL02B05).
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Zhang, S., Yu, J., Wang, S. et al. Nitrogen fertilization altered arbuscular mycorrhizal fungi abundance and soil erosion of paddy fields in the Taihu Lake region of China. Environ Sci Pollut Res 26, 27987–27998 (2019). https://doi.org/10.1007/s11356-019-06005-0
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DOI: https://doi.org/10.1007/s11356-019-06005-0