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Article

Changes in Soil Aggregate Fractions, Stability, and Associated Organic Carbon and Nitrogen in Different Land Use Types in the Loess Plateau, China

1
Breeding Base for State Key Laboratory of Land Degradation and Ecological Restoration in Northwest China, Ningxia University, Yinchuan 750021, China
2
Key Laboratory for Restoration and Reconstruction of Degraded Ecosystem in Northwest China of Ministry of Education, Ningxia University, Yinchuan 750021, China
3
Key Laboratory of National Forestry Administration on Ecological Hydrology and Disaster Prevention in Arid Regions, Xi’an University of Technology, Xi’an 710048, China
*
Author to whom correspondence should be addressed.
Sustainability 2022, 14(7), 3963; https://0-doi-org.brum.beds.ac.uk/10.3390/su14073963
Submission received: 25 February 2022 / Revised: 23 March 2022 / Accepted: 24 March 2022 / Published: 27 March 2022
(This article belongs to the Special Issue Soil Erosion and Water and Soil Conservation)

Abstract

:
Rational land use can enhance soil nutrient sequestration and control erosion, but the mechanisms of the ecological restoration of soil-aggregate-associated carbon and nitrogen are still not well understood. A large-scale ecological restoration program was launched in the Loess Plateau during the 1990s. The ecological restoration programs involved converting slope farmland to woodland, grassland, shrub land, and terrace. We studied their effects in relation to cultivated land as control on soil aggregate structure and stability and their associated organic carbon and total nitrogen contents to 60 cm soil depth in the Loess Plateau. Our results indicate that the restoration practices reduced soil aggregate fragmentation, increased soil structure stability, and transformed micro-aggregates into small and large aggregates. Comparing with the soil aggregate >0.25 mm in cultivated land, the amount in woodland, grassland, shrub land and terrace increased by 71%, 66%, 46%, and 35%, respectively, which improved soil health overall. The mean weight diameter of aggregate indicates that soil aggregate stability (SAS) increased and soil hydraulic erosion resistance improved. In conclusion, ecological restoration directly or indirectly affected SAS through the influence of soil organic carbon and total nitrogen in different soil layers. Results of this study provide a scientific reference for understanding stabilization of soil aggregate and regional restoration.

1. Introduction

Soil aggregate stability (SAS) is vital for soil fertility, soil erosion resistance, soil aeration, and water infiltration and retention [1], while soil aggregate is the crucial indicator of soil structure [2]. Furthermore, soil aggregates protect organic matter from mineralization by reducing erosion [3]. The particle size distribution and SAS are affected by internal and external factors such as soil aggregate size, land use, and various physicochemical processes in different soil layers [4,5]. Based on the hierarchical theory of aggregate formation, these factors may lead to an uneven distribution of different size fractions of soil aggregates, which may lead to weakness in SAS [6].
Both the biological and chemical components of soil impact SAS in each soil layer [7], including carbon and nitrogen content. It has even been said that soil structure (e.g., aggregation) is a key element in the stabilization of soil organic carbon (SOC) and total nitrogen (TN) [8]. Their distributions have been shown to vary with soil aggregate size [9], and they are closely related to SAS [10,11]. Vegetation restoration has proven effective in improving SOC and TN content of soils while also improving SAS [12,13]. Zhang et al. found that while SAS was quite low in bare fallow land, revegetation could augment SOC and TN, thus also playing a positive role in enhancing SAS [14]. Jin et al. [15] have suggested that when soil nutrient inputs decrease, SAS also decreases. Although the direct effects on SAS have been studied all over the world [16,17], the quantitative analysis of the interactive effects of various factors (ecological restoration measures, soil depth, organic carbon, total nitrogen) on SAS is relatively less common.
The ecological environment of the Loess Plateau is fragile because long-term disturbance has accelerated local soil and water loss, resulting in one of China’s most damaged landscapes [18,19]. In 1998, a series of ecological restoration measures successfully restored former farmland back to natural landscapes or ecological land, such as the conversion of farmland to forest, grassland, or terrace fields; hill/land enclosure; and afforestation, which had crucial effects on soil aggregate. Since then, the vegetation coverage of the Loess Plateau has improved sharply. It was found that the forest area increased by 16.5%, the grassland area increased by 7.6%, and the bare land and desert-like area decreased by 29.0% [20]. After restoration, the SOC and TN of different aggregate sizes in different land use types are important indicators for gauging how susceptible soil is to erosion and nutrient loss, because smaller aggregates are easier to lose than larger ones.
Previous studies on the Loess Plateau have focused on the SAS, the response of SOC and TN cycles to nutrient amendment, and the SAS and soil quality under various land uses [21,22]. However, there have been few quantitative analyses on the effects of ecological restoration, SOC, TN, and soil depth on SAS. In this work, we studied the change of soil aggregates after landscape restoration in the Wangmaogou Basin, a basin on the Loess Plateau. Given the above limitations, the main objectives of this paper were as follows: (1) To study the changes in soil aggregate structure under different restoration conditions and the differences in organic carbon and total nitrogen content of the aggregates with varying grain size. (2) To clarify the influencing factors of SAS and the contribution of ecological restorations, soil depth, SOC, and TN to the stability of soil aggregates. Investigating the quantitative effects on SAS during the ecological restoration process may offer a theoretical foundation for improved soil management and environmental protection.

2. Materials and Methods

2.1. Overview of the Study Area

The study area (Figure 1) was located in the Wangmaogou Watershed, Suide County, Yulin City, Shaanxi Province. The basin has an area of 5.97 km2 in the middle reaches of the Yellow River (37°34′13″–37°36′03″ N, 110°20′26″–110°22′46″ E). In this hilly and gully loess region, the basin is characterized by a continental monsoon climate, with an mean annual temperature of 10.2 °C. The yearly average rainfall is 513.1 mm, where rainy season precipitation accounts for 73.1% of annual rainfall. This concentration of seasonal rainfall also contributes to serious runoff and flooding. In the 1950s, the Wangmaogou River Basin was used as a small experimental control watershed at the Suide Scientific Experimental Station for Soil and Water Conservation of the Huanghe Committee. Based on field survey record, the sample plots were all bare land before the restoration. In the 1990s, the sloping farmland in the basin was transformed into a series of swathes of woodland, grassland, shrubs, and terraces. The soil types in the study area and the undisturbed adjoining areas are all loessial soils developed from loess parent material.

2.2. Sample Collection

Samples were collected in late August 2016. Plots were categorized into one of the four main types of ecological restoration in the basin: woodland (WL), grassland (GR), shrub land (SH), and terrace (TE). The control plot in this study was sloping cultivated land (CL). The characteristics of the sample plots before sampling are listed in Table 1. From each land type, three plots were selected and sampled by excavating a soil profile 60 cm in-depth. A soil sampler collected three separate layers of undisturbed soil based on profile distribution [23]: 0–20 cm, 20–40 cm, and 40–60 cm. Each sample was collected in an “S” type pattern and then transported to the laboratory, the undisturbed soil at the same position was collected to test bulk density. A total of 810 samples (5 vegetation types with 3 replications, 9 sampling points in each plot, 3 soil layers, and 2 sampling forms for bulk density and nutrients determination, respectively) were taken and wrapped in foam to prevent disturbance during transportation. The samples collected with cylinders of 100 cm3 volume and 5 cm length [24] were dried at 105 °C and weighed to determine soil bulk density.

2.3. Sample Treatment

2.3.1. Sieving of Aggregates

The collected soil was first air-dried and dry-sieved (sieve mesh 5, 2, 1, 0.5, and 0.25 mm). According to the proportion of each particle size, 200 g of each sample was mixed together for wet sieving. Then, distilled water was used to soak soil particles by passing through a set of sieves underwater, with an oscillation rate of 50 shakes min−1 [25]. Six aggregate sizes were obtained with multiple sizes of sieves (sieve mesh 0.25, 0.5, 1, 2, and 5 mm) [26]. Soil water-stable aggregate fractions of 5 mm and 2–5 mm in diameter were classified as large macro-aggregates; aggregates of 1–2 mm, 0.5–1 mm, 0.25–0.5 mm in diameter were small macro-aggregates; and those with diameter <0.25 mm were micro-aggregates [27]. Mass fractions, the aggregate associated organic carbon, and total nitrogen of each fraction were determined.

2.3.2. Determination of Chemical Indexes

Soil organic carbon (SOC) measurements were executed with the Jena HT3100 robust module. The soil total nitrogen (TN) was measured with the Foss Company’s Foss8400 Kai nitrogen meter. The air-dried samples were sieved with 2mm mesh, and the soil particle size was measured using the Malvern Company’s laser particle size meter. Mo-Sb colorimetry was applied to detect phosphorus, available phosphorus, ammonium nitrogen, and nitrate nitrogen by using a discontinuous chemical analyzer, the ADA Clever Chem200, from Germany (http://dechem-tech.de/en/offers/cleverchem-200-en, accessed on 16 July 2018).

2.4. Data Processing

The SOC and the TN of the soil aggregates refer to the SOC and TN storage capacity indices for the soil aggregates [28]. The formula was calculated as follows:
SOC S = SOC t × W t × B
TN S = TN t × W t × B
where SOC S is the amount of soil-aggregate-associated SOC (kg m−2); TN S is the amount of soil-aggregate-associated TN stored (kg m−2); SOC t is the SOC content of the soil aggregate (g kg−1);   TN S is the content of total nitrogen (TN) in soil aggregate (g kg−1); W t is the mass fraction of aggregates; BD is soil bulk density (g cm−3); and H is the soil depth (m).
The mean weight diameter (MWD) of soil aggregates was used to assess the SAS quantitatively [29]. The formula was calculated as follows:
MWD = i n x i ¯ W i
where x i ¯ is the average diameter of each aggregate size (mm), Wi is the proportion of the total soil for the aggregates that remain on each sieve, and n is the number of sieves.
Before all the statistical analysis of the data, the Shapiro–Wilk test and the Levene test were executed for normality and homogeneity of variance, respectively. The results show that the data were normally distributed and the variances were homogeneous. Therefore, one-way analysis of variance (ANOVA) and LSD (least-significant difference) test at 0.05 level were performed in SPSS 18.0 to detect significant differences between the means. In addition, the general linear models (GLM) were used to quantify the contribution of analyzed ecological measures and soil depth to MWD, SOC, and TN. Pearson correlation analysis was used to examine the relationships among SOC, TN, and MWD. Origin 8.0 software was used to generate graphs.

3. Results

3.1. Influence of Ecological Restoration on Soil Aggregate Size Distribution

As soil layer depth increased, the mass of macro-aggregates decreased, while the mass of micro-aggregates increased significantly (p < 0.05). These variations were consistent for different restoration types. In the control plot, the large, small, and micro-aggregates showed significant variations (p < 0.05) in the 0–20 cm soil layer (Figure 2). Micro-aggregates formed the majority, followed by small and large aggregates. For GR and SH plots, the mass of small and micro-aggregates was significantly less than that of the large aggregates (p < 0.05). WL and TE aggregates did not differ significantly. In the second soil layer (20–40 cm) in both CL and SH, the mass of the macro-aggregates was apparently lower than that of the micro-aggregates (p < 0.05), and the aggregate mass did not differ significantly in WL and GR (p > 0.05). In the 40–60 cm soil layer, CL, GR, SH, and TE all exhibited a trend of large macro- < small macro- < micro-aggregates (p < 0.05), but no significant difference was found in WL plots (p > 0.05).
The data suggest that differences in ecological restoration methods significantly altered the size distribution of soil aggregates. As shown in Figure 3, the CL 0–60 cm soil layer was dominated by micro-aggregates of less than 0.25 mm, accounting for 59.68% of the particle size. WL, GR, SH, and TE were mainly composed of large and small macro-aggregates, making up more than 60% of the total particle size composition. After restoration, micro-aggregate (<0.25 mm) mass decreased for TE, SH, GR, and WL, being 35%, 46%, 66%, and 71% lower than in CL, respectively. The most significant increase for GR and WL was the content of large macro-aggregates.

3.2. Effect of Ecological Restoration on the Content of Soil-Aggregate-Associated SOC

Figure 4 shows the SOC content in soil aggregates under different ecological restoration methods. In the topsoil layer (0–20 cm, Figure 4), the large-macro-aggregates-associated SOC was WL (10.2 g kg−1) = GR (10.1 g kg−1) = SH (9.71 g kg−1) > TE (6.70 g kg−1) > CL (4.14 g kg−1). Compared to CL, the SOC content for TE, SH, GR, and WL increased by 61%, 121%, 143%, and 146%, respectively (p < 0.05). The SOC content of the micro- and macro-aggregates was higher in all treatments than the CL (p < 0.05). Furthermore, among the treatment plots, the SOC content was lowest in TE. The SOC content had no significant difference between the treatments and the control in each aggregate fraction in the 20–60 cm soil layer (Figure 4) (p > 0.05). In the 0–60 cm soil layer, the SOC contents showed the same trend in CL, SH, and TE plots, where micro-aggregates < large macro-aggregates < small macro-aggregates (p < 0.05), while small = large macro- < micro-aggregates for CL and micro- = small macro- = large macro-aggregates for WL. For all four treatments, the SOC content was higher in the 0–20 cm soil layer than in the 20–60 cm soil layer (p < 0.05).
SOC differed significantly between the micro- and large macro-aggregates in all land types except for WL (Figure 5). The SOC of CL and SH was mainly distributed in micro-aggregates and that of GR in large aggregates. The large macro-aggregates in TE had the lowest SOC content. The SOC storage increased significantly in soil macro-aggregates after the ecological restoration of CL to TE, SH, GR, and WL (p < 0.05), but it did not increase significantly from the control to the treatments in the micro-aggregates. This suggests that macro-aggregates (particle diameter > 0.25 mm) may occlude and protect more organic carbon during ecological restoration and that macro-aggregates are not destroyed by tillage.

3.3. Effect of Ecological Restoration on the Total Nitrogen of Soil Aggregates

Figure 6 shows the TN content in each particle size agglomeration of soil under different ecological recovery modes. In the 0–20 cm soil layer (Figure 6), the large-macro-aggregates (>2 mm)-associated TN was SH (1.08 g kg−1) > WL (0.86 g kg−1) > GR (0.76 g kg−1) > TE (0.49 g kg−1) > CL (0.29 g kg−1). The TN content increased most significantly (p < 0.05) in SH. The TN content was equivalent across the micro-aggregates and small and large macro-aggregates in WL, GR, SH, and TE, with the highest TN content in SH, followed by WL, GR and TE. In the 20–40 cm soil layer (Figure 6), the TN content differed significantly in the large macro-aggregates in GR and SH (p < 0.05). TN content was at its lowest in the small macro-aggregates of CL and GR (p < 0.05). The micro-aggregates-associated TN was higher in WL and SH than GR, but no other treatments showed a significant difference. The increase in the large-macro-aggregates-associated TN was not noticeable, and only that in the small macro-aggregates and micro-aggregates of WL did increase significantly. In the 40–60 cm soil layer, the micro-aggregates-associated TN in CL and SH was lowest, and in WL and TE, the small-macro-aggregates-associated TN was highest, but TN did not differ significantly among the particle sizes in GR (p > 0.05). TN content was greater in the 0–20 cm soil layer for all treatments than that in the 20–60 cm soil layer (p < 0.05).
Figure 7 shows that TN is mainly concentrated in micro-aggregates in CL, and it is primarily concentrated in large macro-aggregates in GR. Additionally, large macro-aggregates have the lowest TN content in TE. Conversely, the TN distribution is relatively uniform in WL and SH, resulting in no noticeable difference in TN content among the aggregate sizes. The macro-aggregates-associated TN reserves are the largest in all treatments (p < 0.05). Compared to CL treatment, the small-macro-aggregates-associated TN in other treatments increased remarkably (p < 0.05), and the micro-aggregates-associated TN shows no statistical difference (p < 0.05), except for that in WL and GR plots.

3.4. The Effect of Ecological Restoration on the Stability of Soil Aggregates

The MWD of aggregates is an important index to infer SAS [30]. It was found that the greater the MWD of water stable aggregates, the better the structure and quality of soil, and the more resistant the soil [31]. In the different ecological restoration modes, the MWD values are listed in Table 2. SAS decreased gradually with the increase in soil depth. The SAS of WL, GR, SH, and TE at 0–20 cm depth was extremely greater than that in CL plots (p < 0.05), but no significant differences were found in MWD values at other soil depths (p > 0.05). The results show that SAS in soil surface increased after restoration treatment.
For the soil physical and chemical characteristics in the study area, see Table 3. No significant difference in bulk density was observed. Ecological restoration considerably increased soil ammonium nitrogen, while the soil in terrace had the lowest content of nitrate nitrogen (0.35 g kg−1 in mean). WL increased the available phosphorus significantly, while there was no remarkable difference between CL and TE. In GR plots, increases were observed in clay and silt particle size.

3.5. Evaluation of the Stability Factors of Soil Aggregates

SAS was significantly affected (p < 0.01) by the ecological measures in each soil layer listed in Table 4. Soil-aggregate-associated TN significantly affected MWD of the aggregates (p < 0.01), contributing 21.8%. The MWD value of the aggregates did not differ significantly between SOC and TN interactions (p > 0.05). Soil depth is a key parameter that contribute to the aggregate-associated SOC and TN of aggregates (p < 0.01), which explained 96.80% of the variance in SOC and 85.70% of the variance in TN, respectively. Significant correlation between SOC and TN was explored as seen in Table 5, and MWD had a significant negative effect on SOC and TN. As we mentioned before, a greater MWD means more stable soil aggregate. Ecological restoration and soil depth directly affected the SOC and TN content, and the increase in SOC and TN content resulted in accelerated SAS.

4. Discussion

4.1. Analysis of the Difference in Soil-Aggregates-Associated SOC and TN under Ecological Restoration

In this study, SOC and TN were negatively associated with soil depth under four restoration treatments, not including the control (CL). The accumulation and protection of soil-aggregate-associated SOC in the topsoil (0–20 cm) was effectively promoted in all restoration treatments and helped to restore and hold soil SOC. Our results agree with Wu et al. [32]. The CL soil was relatively unstable in terms of SOC and TN, potentially due to annual farming practices including ploughing and depositing SOC and TN on the surface. Our results show that higher macro-aggregate-associated SOC and TN were found after ecological restoration. Because WL, GR, and SH were less disturbed by field management practices, the surface litter supplemented the soil carbon and nitrogen pools, and so did the turnover of plant roots. TE was planted with fruit trees in our study area and the human activities are frequent (fruit harvesting, etc.) on the land. Therefore, the soil organic matter sources are less than those of WL, GR, and SH. Because of ploughing, the soil is vulnerable to active water erosion, which can result in SOC and TN loss. Additionally, crops are not returned to the soil, but harvested, and there is little carbon input to the soil. These factors lessen levels of SOC and TN in CL [33].
After restoration, the SOC and TN reserves were lower in micro-aggregates than large and small macro-aggregates [34]. After newly imported organic carbon enters the soil, it first binds with small aggregates to form large aggregates, while micro-aggregates form inside of the particle. When the organic matter decomposes, the large aggregates break up to form micro-aggregates. The artificial disturbance (e.g., cultivation, harvest) was larger in the control than that in the treatments, and the large- and small-macro-aggregates-associated SOC content was also higher. Both large and small macro-aggregates with different ecological restorations in our study increased in number along with SOC and TN content. In this way, the soil carbon and nitrogen are better protected and retained, and the function of the carbon and nitrogen sinks in the soil improves accordingly [35].

4.2. Analysis of Factors Influencing the Stability of Soil Aggregates under Ecological Restoration

We analyzed the aggregate size distribution and the stability index of stable water aggregates selected from typical soils representing different ecological restoration treatments. We found that without restoration (CL), the soil was mainly dominated by micro-aggregates with varying particle size distribution at different soil depths. With increasing soil depth, soil aggregates gradually concentrated to micro-aggregation. Therefore, greater macro-aggregates content indicates higher soil structure stability. After restoration, the MWD value of aggregates increased gradually. The corresponding soil SOC and TN showed the same trend, and this played an essential role in aggregate formation [36].
Changes in land use patterns are expected to alter soil vegetation cover and shift soil quality, as well as SAS [37]. After ecological restoration here, the soil organic matter was also enriched [38], which increased the SAS as well. Table 4 indicates that ecological restorations were able to explain 28.20% of the variation in SAS. Ecological restoration measures, soil depth, and their interactions directly affect SAS via SOC and TN.

4.3. The Formation Mechanism of Soil Aggregates under Ecological Restoration

Our results indicate that aggregate composition could change under ecological restoration conditions [39]. In most treatment plots of our study, soil was dominated by macro-aggregates, while micro-aggregates dominated the CL plots. After restoration, the percentage of micro-aggregates was reduced, which increased soil structure and soil stability [40]. The SOC was high in most areas, which is important because organic matter is a vital cementing agent for micro-aggregates to become large or small macro-aggregates [41]. Therefore, the presence of SOC reduced the amount of soil micro-aggregates and contributed to increasing amount of large and small aggregates [42]. Additionally, the restoration improved SAS and enhanced soil erosion resistance. On the Loess Plateau, carbon and nitrogen cycling is often of crucial importance, as it allows for retaining soil fertility. However, the nutrient efficiency depends, among other things, on the carbon and nitrogen retention capacity. In the CL plots, this kind of capacity seems to be lower, linked to the soil aggregates situation. With ecological restoration, there is credible evidence to suggest that SOC and TN increased along with soil aggregates formation. In the background implementation of large-scale vegetation restoration over the Loess Plateau, there is reasonable evidence to indicate that it has altered the SOC and TN status through aggregate formation, especially in shrub land, which could be a basis for cost-effective soil protection.
On the other side, there were only three sample duplicates in our study, which may have limited the exploration of soil aggregate mechanism. In future research, more samples from each land conversion category should be taken.

5. Conclusions

Among the three levels of aggregate size, the large and small macro-aggregates dominated soil aggregate structure in the restored sites, while micro-aggregates dominated CL. After restoration, the SAS, SOC, and TN distribution and the aggregate reserves were significantly improved. In addition, the restoration of the vegetation promoted the recovery of organic matter in the soil. As aggregate formation developed, SAS improved significantly. Ecological restoration indirectly affected SAS directly by altering the SOC and TN content in the aggregates. Regional land managers should consider converting farmland to improve the local soil stability and the carbon and nitrogen uptake ability. Additionally, regional vegetation restoration, especially converting cultivated land to shrub land, and sustainable land management can be coordinated simultaneously for continuous vegetation renewal. Furthermore, additional control and protection measures should be implemented to benefit SAS, to improve SOC and TN reserves, and to enhance the carbon and nitrogen sink capacities in the region. Our results provide scientific support for the benefits of ecological restoration in protecting soil aggregates.

Author Contributions

Y.Z., P.L. and X.L. conceived the main idea of the paper. Y.Z. and L.X. designed and performed the experiment. Y.Z. wrote the manuscript, and all authors contributed in improving the paper. All authors have read and agreed to the published version of the manuscript.

Funding

Please add: This research was funded by [National Natural Science Foundation of China] grant number [42107365 and 42107368], [Shaanxi Province Innovation Talent Promotion Plan Project Technology Innovation Team] grant number [2018TD-037] and [Special Plan for Local Sci-Tech Development Guided by the Central Government of China] grant number [202008]. The APC was funded by [2018TD-037].

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interests.

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Figure 1. Map of the study area.
Figure 1. Map of the study area.
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Figure 2. Mass ratio of aggregates of different fraction sizes after ecological restorations. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restorations at the same fraction size level, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction size levels within the same type of restoration site.
Figure 2. Mass ratio of aggregates of different fraction sizes after ecological restorations. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restorations at the same fraction size level, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction size levels within the same type of restoration site.
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Figure 3. Average mass ratio of aggregates of different particle sizes in the 0–60 cm soil layer under different ecological restoration conditions.
Figure 3. Average mass ratio of aggregates of different particle sizes in the 0–60 cm soil layer under different ecological restoration conditions.
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Figure 4. SOC content of aggregates of different sizes for different ecological restoration treatments. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction sizes for the same ecological restoration treatment.
Figure 4. SOC content of aggregates of different sizes for different ecological restoration treatments. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction sizes for the same ecological restoration treatment.
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Figure 5. SOC storage of soil aggregates of different sizes in different ecological restoration treatments. Note: An uppercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and a lowercase letter indicates a significant difference (p < 0.05) among different fraction sizes in the same ecological restoration treatment.
Figure 5. SOC storage of soil aggregates of different sizes in different ecological restoration treatments. Note: An uppercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and a lowercase letter indicates a significant difference (p < 0.05) among different fraction sizes in the same ecological restoration treatment.
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Figure 6. TN content of aggregates of different sizes with different ecological restorations. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction sizes within the same ecological restoration treatment.
Figure 6. TN content of aggregates of different sizes with different ecological restorations. Note: A lowercase letter indicates a significant difference (p < 0.05) among different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) among different fraction sizes within the same ecological restoration treatment.
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Figure 7. TN reserves in aggregates of different sizes with different ecological restoration treatments. Note: A lowercase letter indicates a significant difference (p < 0.05) in different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) at different fraction sizes within the same ecological restoration treatment.
Figure 7. TN reserves in aggregates of different sizes with different ecological restoration treatments. Note: A lowercase letter indicates a significant difference (p < 0.05) in different ecological restoration treatments at the same fraction size, and an uppercase letter indicates a significant difference (p < 0.05) at different fraction sizes within the same ecological restoration treatment.
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Table 1. The characteristics of sample plots.
Table 1. The characteristics of sample plots.
Land UseLongitudeLatitudeAltitude/mSlope/°Plant FamilyCoverage/Crown Density/%Slope AspectCharacteristics
Cultivated land/CL37°35′38.4″110°21′30.8″106638Gramineae20Semi-shadySF is mainly cultivated sorghum, planting system for sorghum—winter— sorghum, ploughed, extensive human disturbance, no fertilisation.
Woodland/WL37°35′33.6″110°20′52.5″98525Pinaceae60Semi-shadyThe tree heights are more than 6 m, artificial cultivation, pine the main tree species for the woodland, ≥30-y planting period since 1990s, no human disturbance.
Grassland/GR37°35′24.4″110°20′22.6″96630Gramineae86Semi-shadyGrass coverage >90%, artificial cultivation, mainly white Aegilops tauschii, 20-y planting period, no human disturbance.
Shrub land/SH37°35′15.0″110°21′43.5″103012Asteraceae68Semi-shadyShrub height of about 1 m, main vegetation is Artemisia capillaris, 20-y planting period, no human disturbance.
Terrace/TE37°35′40.1″110°21′33.2″10364Rosaceae40Semi-shadyPlanted apple + jujube, 30-y planting period, minor use of spray fertiliser, minimum human disturbance.
Table 2. MWD of soil aggregates with the different ecological restoration treatments.
Table 2. MWD of soil aggregates with the different ecological restoration treatments.
TypeDepth (cm)
0–20 cm20 cm–40 cm40 cm–60 cm
Cultivated land1.03 ± 0.39 Ca1.44 ± 0.34 Ba0.75 ± 0.36 Ba
Woodland3.16 ± 0.90 Aa2.00 ± 0.31 Ab1.92 ± 1.11 Ab
Grassland3.26 ± 0.56 Aa1.56 ± 0.62 Bb1.08 ± 0.59 Bb
Shrub land2.68 ± 0.30 Aa1.77 ± 0.87 Bb1.26 ± 0.42 Bb
Terrace1.83 ± 0.91 Ba1.15 ± 0.51 Bb1.04 ± 0.25 Bb
Note: small letters indicate that there are significant differences between different soil depths under the same ecological restoration treatment (p < 0.05), and capital letters indicate that there are significant differences between different ecological restoration treatments under the same soil depth (p < 0.05).
Table 3. Soil properties of the four land types and the control.
Table 3. Soil properties of the four land types and the control.
Land Use TypesBulk Density
(g·cm−3)
Ammonium Nitrogen
(g·kg−1)
Nitrate Nitrogen
(g·kg−1)
Available Phosphorus
(g·kg−1)
Clay < 2 μm
(%)
Silt 2 μm–50 μm
(%)
Sand 50 μm–2 mm
(%)
Cultivated land1.21 ± 0.11 a8.14 ± 0.94 b0.77 ± 0.06 a0.13 ± 0.03 b0.28 ± 0.03 b27.70 ± 3.20 b72.00 ± 3.23 a
Woodland1.40 ± 0.13 a9.92 ± 0.43 a0.75 ± 0.18 a0.17 ± 0.08 a0.25 ± 0.04 bc26.93 ± 3.70 b72.81 ± 3.74 a
Grassland1.36 ± 0.12 a10.03 ± 0.36 a0.59 ± 0.15 a0.09 ± 0.02 ab0.46 ± 0.13 a33.60 ± 5.29 a65.93 ± 5.42 b
Shrub land1.22 ± 0.09 a9.18 ± 0.22 a0.82 ± 0.06 a0.15 ± 0.02 ab0.19 ± 0.01 c26.28 ± 1.00 b73.51 ± 1.01 a
Terrace1.28 ± 0.09 a9.56 ± 0.99 a0.35 ± 0.21 b0.09 ± 0.02 b0.27 ± 0.04 b28.87 ± 2.04 b70.84 ± 2.07 a
Note: means within the same line followed by the different small letters are significantly different at 5% level.
Table 4. List of the analyzed ecological measures and soil depth factors.
Table 4. List of the analyzed ecological measures and soil depth factors.
TypeInfluence Factorp-ValueContribution
MWDEcological restoration0.00128.20%
Depth0.00117.80%
Ecological restoration × Depth0.4905.90%
MWDTotal carbon0.2237.70%
Total nitrogen0.00121.80%
Total carbon × Total nitrogen0.50816.20%
SOCEcological restoration0.00191.20%
Depth0.00196.80%
Ecological restoration × Depth0.00192.90%
TNEcological restoration0.00184.60%
Depth0.00185.70%
Ecological restoration × Depth0.00177.30%
Table 5. Correlation analysis of SOC, TN, and MWD.
Table 5. Correlation analysis of SOC, TN, and MWD.
TypeSOCTNMWD
SOC10.73 **−0.435 **
TN0.730 **1−0.498 **
MWD−0.435 **−0.498 **1
Note: ** indicates an extremely significant correlation, p < 0.01.
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Zhang, Y.; Li, P.; Liu, X.; Xiao, L. Changes in Soil Aggregate Fractions, Stability, and Associated Organic Carbon and Nitrogen in Different Land Use Types in the Loess Plateau, China. Sustainability 2022, 14, 3963. https://0-doi-org.brum.beds.ac.uk/10.3390/su14073963

AMA Style

Zhang Y, Li P, Liu X, Xiao L. Changes in Soil Aggregate Fractions, Stability, and Associated Organic Carbon and Nitrogen in Different Land Use Types in the Loess Plateau, China. Sustainability. 2022; 14(7):3963. https://0-doi-org.brum.beds.ac.uk/10.3390/su14073963

Chicago/Turabian Style

Zhang, Yi, Peng Li, Xiaojun Liu, and Lie Xiao. 2022. "Changes in Soil Aggregate Fractions, Stability, and Associated Organic Carbon and Nitrogen in Different Land Use Types in the Loess Plateau, China" Sustainability 14, no. 7: 3963. https://0-doi-org.brum.beds.ac.uk/10.3390/su14073963

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