Association of Soil Aggregation with the Distribution and Quality of Organic Carbon in Soil along an Elevation Gradient on Wuyi Mountain in China.

Forest soils play a critical role in the sequestration of atmospheric CO2 and subsequent attenuation of global warming. The nature and properties of organic matter in soils have an influence on the sequestration of carbon. In this study, soils were collected from representative forestlands, including a subtropical evergreen broad-leaved forest (EBF), a coniferous forest (CF), a subalpine dwarf forest (DF), and alpine meadow (AM) along an elevation gradient on Wuyi Mountain, which is located in a subtropical area of southeastern China. These soil samples were analyzed in the laboratory to examine the distribution and speciation of organic carbon (OC) within different size fractions of water-stable soil aggregates, and subsequently to determine effects on carbon sequestration. Soil aggregation rate increased with increasing elevation. Soil aggregation rate, rather than soil temperature, moisture or clay content, showed the strongest correlation with OC in bulk soil, indicating soil structure was the critical factor in carbon sequestration of Wuyi Mountain. The content of coarse particulate organic matter fraction, rather than the silt and clay particles, represented OC stock in bulk soil and different soil aggregate fractions. With increasing soil aggregation rate, more carbon was accumulated within the macroaggregates, particularly within the coarse particulate organic matter fraction (250-2000 μm), rather than within the microaggregates (53-250μm) or silt and clay particles (< 53μm). In consideration of the high instability of macroaggregates and the liability of SOC within them, further research is needed to verify whether highly-aggregated soils at higher altitudes are more likely to lose SOC under warmer conditions.

Introduction

On a global scale, soil organic carbon (SOC) reservoir is approximately twice as large as that of the atmosphere, and approximately three times that resides within the vegetation[1]. Even subtle changes in the overall mass of global SOC pools could trigger immense fluctuation in the concentration of CO2 in the ambient atmosphere. One potential modification of the SOC pool may occur due to the changes in microbial decomposition of organic matter in the soil. The stability of SOC against microbial degradation is thought to be contingent on various interactions between SOC chemistry, soil climate, soil fauna, and soil structure [2]. Of these factors, the effects of soil structure and/or aggregation on SOC dynamics remain one of the least understood, particularly in natural ecosystems. Water-stable aggregation rate has been recognized as one of the standard features of soil quality that affects SOC dynamics [3-7]. For example, the hierarchical structural organization of soil, which is typically expressed as the mean weight diameter of soil aggregates [8], may influence the temperature sensitivities that are associated with decomposition [2]. In agricultural systems, the sequestration or release of SOC is largely determined by the distribution of SOC within soil aggregates [3]. The mean residence time of organic carbon (based on 14C measurements) decreases in the order of aggregate-occluded C > mineral C > free C within California conifer forest soils, which suggests a significant role of aggregate protection in control of C turnover in soils [9].

Globally,~70%-73% of SOC resides within forest soils [10], thus, terrestrial ecosystem carbon storage, and in turn, global carbon balance is directly influenced by the accumulation and decomposition of organic carbon in the forest soils [11]. The interactions between temperature driven changes in SOC and soil aggregation comprise an element of uncertainty, with major consequences for current models of carbon turnover in soils. Hence, this issue is a matter of intense debate as relates to global climate change [12]. Soil organic matter may be protected from temperature fluctuations via microaggregation (53–250 μm) within macroaggregates (250–2000 μm), physical binding with soil clay and silt particles, and the biochemical formation of recalcitrant SOC compounds [13]. However, these processes remain to be fully understood.

Mountainous areas are known to be especially vulnerable to climatic change[14], where variations in altitude driven temperatures serve as a proxy for the effects of temperature on SOC accumulation under natural conditions. As altitude increases, mean annual precipitation (MAP) rises, while temperature decreases. This leads to the generation of different vegetation types, increased soil moisture, and lower soil temperatures. As a consequence, a larger volume of SOC is stored within the soils along elevation gradients [15, 16]. The objectives of this study were to: (1) quantify SOC in different size fractions of soil aggregates in soil samples collected from representative forestlands with representative vegetation along the altitude gradient of Wuyi Mountain, in southeastern China; and (2) examine the effects of temperature and soil aggregation on SOC distribution within different soil fractions.

Materials and Methods

Site Description and Experimental Design

Soil samples were collected from Wuyi Mountain National Nature Reserve (27°33'–27°54'N, 117°27'– 117°51'E) (Jiashe Wang, the authority responsible for this national nature reserve, issued the permission for each location of this study), which is located in the subtropical zone of southeastern China. They were collected from four forestland sites, i.e. a subtropical evergreen broad-leaved forest (EBF) at 690 m above sea level (ASL), a sub-alpine coniferous forest (CF) at 1140 m ASL, a subalpine dwarf forest (DF) at 1750 ASL, and an alpine meadow (AM) at 2060 ASL) within distinct vertical zones of vegetation along an elevation gradient on Wuyi Mountain. The age of the EBF is from 60 to 70 years, and the dominant species are Castanopsis carlesii, Castanopsis eyrei, and Schima, with a litter layer depth of 3–4 cm. The CF is a natural unevenly aged forest with an average age of 70 years, and dominant species comprising Pinus taiwanensis, Oligostachyum oedognatum and Cunninghamia lanceolata, with a litter depth of 5–7 cm. The DF is a mature forest of >100 years, with the dominant species Symplocos paniculata, Tsuga heterophylla and Stewartia sinensis, and a litter depth of 3–4 cm. The dominant species of AM are Calamagrostis brachytricha, Rhododendron fortune and Mahonia fotrunei, with the depth of wilted grass at 1–2 cm. pH of soils in this region is 4.54~5.22 [17]. These sites had been previously described [17, 18], and additional information is presented in Table 1.

Table 1

Altitude, mean annual precipitation (MAP), mean annual temperature (MAT), litterfall biomass (LB), soil type, bulk density (BD), soil texture, soil temperature (Tsoil) and soil moisture (Msoil) in evergreen broad-leaf forest (EBF), coniferous forest (CF), sub-alpine dwarf forest (DF) and alpine meadow (AM) soil along the gradient elevation of Wuyi Mountain, China (mean ± standard error, n = 4).

Vegetation	Altitude	MAPa	MATa	LBb	Soil Typec	Depth	BDd	Soil texture (%)d			Tsoil	Msoil
	(m)	(mm)	(℃)	(Kg m-2 y-1)		(cm)	(mg m-3)	Sand	Silt	Clay	(℃)	(%)
EBF	690	1700	17–19	0.32	Typic	0–10	0.87	68.8	20.0	11.2	15.8±0.2	26.6±1.3
					Haplohumults	10–25	0.91	61.9	22.8	15.3	15.9 ±0.4	21.4±3.1
CF	1140	2000	14.5	0.30	Typic	0–10	0.64	61.9	28.1	10.0	14.3 ±0.4	33.4±3.2
					Palehumults	10–25	0.80	59.7	20.7	19.6	14.4 ±0.5	31.5±2.4
DF	1750	2200	11.2	0.19	Typic	0–10	0.61	58.0	30.1	11.9	12.3 ±0.6	44.3±1.9
					Dystrudepts	10–25	0.80	51.4	32.2	16.3	11.6 ±0.4	43.7±5.3
AM	2060	3100	9.1	0.07	Histic	0–10	0.54	52.1	34.1	13.8	11.8 ±0.6	59.9±3.2
					Humuaquepts	10–25	0.70	46.2	39.1	14.7	11.2 ±0.8	54.0±0.9

aHe, Lan [48]

bHe, Wang [49]

cChen [50]

dBu, Ruan [7]

We established four square 3 m replicate plots for soil sampling at each of the four field sites. Soil samples were collected at the depths of 0–10 cm and 10–25 cm, with a core sampler (Ø3 cm), from each plot in September 2010. Each plot soil sample consisted of a composite of 8–10 cores, randomly collected within each plot.

Aggregate-size fractions

Before wet sieving, all field-moist soil samples were passed through a 2000-μm sieve and air dried. Subsamples of air-dried soil (100 g each) were placed on a 2000-μm sieve and submerged in deionized water for 5 min., while alternately (manually) raising and lowering the sieve by 3 cm, according to the methods of Six, Callewaert [4]. The organic material that remained floating in water above the 2000-μm sieve was removed following a 2-min. cycle. The fraction that remained on the 2000-μm sieve was defined as macroaggregates, which were collected in an aluminum pan and oven dried. The water and soil that passed through the 2000-μm sieve was poured onto a 53-μm sieve, where the sieving process was repeated. Subsequently, all fractions were gently collected into an aluminum pan and oven dried (50°C), following the careful removal of all gravel and stones. The weights of all the fractions were recorded. The sand content of all aggregate fractions was determined, and the aggregate weight percentage was corrected via the following formula:

Macroaggregates were further separated following the methods of Six, Callewaert[4]. Subsamples (6g each) of the oven-dried macroaggregates were slaked in deionized water for 20 min, and then placed on a modified 250-μm sieve along with 50 glass beads (Ø4 mm). The soil and glass beads were kept submerged and agitated on a reciprocal shaker until all the macroaggregates were dissolved (5–10 min). A constant flow of water was applied to ensure that the microaggregates, as well as other materials released from the broken macroaggregates, quickly passed through the 250-μm sieve to avoid further disruption. The soil that passed through the 250-μm sieve was then transferred to a 53-μm sieve and sieved for 2 min. as described above, yielding a total of three fractions isolated from the macroaggregates: coarse particulate organic matter (>250 μm; cPOM), microaggregates within macroaggregates (53–250 μm; MM) and macroaggregate occluded silt and clay particles (<53 μm, MSC). All fractions were subsequently dried at 60°C and weighed to determine the proportion of each aggregate size in a soil sample, and then ground for subsequent analysis.

The statistical index of aggregation is expressed as mean weight diameter (MWD), the average size of soil aggregates, which was calculated according to the following equation [4]: Where MWD equals the sum of products of the mean diameter of each size fraction () and the proportional weight of the corresponding size fraction (w). The mean diameter of the largest fraction was 2000 μm.

Soil Analysis

Each of the soil samples prepared for SOC and N analyzes weighed 20 ~30 mg. The organic carbon and total nitrogen in the soil aggregates and bulk soil were measured via a dry combustion technique using a C/N/S-Analyzer (Vario EL III, Elementar, Germany). Soil temperatures were measured by Watchdog weather stations (Spectrum Technologies, Inc., IL, USA) in each subplot at the 5 and 15 cm depth respectively during sample collection. Soil moisture was determined as the difference between field moist and dried (24h at 105°C) soil weight. Soil bulk density was determined by the core method [7]. The particle-size was determined by wet sieving and sedimentation using the pipette sampling technique [7].

The percentage of aggregated organic carbon to total organic carbon (TOC) was estimated following the method of Pulleman, Six [6]: Where OC (f) is the organic carbon concentration in the corresponding aggregates and wi is the proportional weight of the corresponding size fraction.

Statistical Analysis

One-way ANOVA followed by an LSD test was used to determine whether the differences in distribution of different soil aggregate fractions, MWD, and soil organic carbon from the same vegetation soil. It was also used to determine whether the differences in C:N ratios and organic carbon distribution among soil aggregates were significant at the same soil depth for the same vegetation. The statistical significance for all tests was set at P<0.05. Pearson correlation coefficient analysis was performed to reveal the relationship between SOC in bulk soil, the distribution of SOC within different size fractions of soil aggregate, soil clay content, soil moisture, soil silt and clay content, soil coarse particulate organic matter content, soil temperature, and MWD. All statistical analyses were performed using PASW Statistics 18.0 (USA) and Microsoft Excel 2007 software.

Results

Water-Stable Aggregate Distribution

The distribution of water-stable aggregates in soils varied with vegetation types (Table 2). At the 0–10 cm depth, coarse particulate organic matter increased with altitude; however, the percentage of microaggregates decreased with altitude. The macroaggregate occluded silt and clay fractions were lowest in EBF soil, whereas silt and clay particles were lowest in AM soil. At the 10–25 cm depth, the coarse particulate organic matter was highest in AM soil. The macroaggregate occluded silt and clay particulates were also lowest in EBF soil; the microaggregates and silt and clay particles were highest in CF soil.

Table 2

Distribution of coarse particulate organic matter (cPOM), microaggregates within the macroaggregates (mM), macroaggregate occluded in silt and clay particles (scM), microaggregates (Micros) and silt and clay particles (SC), mean weight diameter (MWD) and soil organic carbon in soil samples collected at evergreen broad-leaf forest (EBF), coniferous forest (CF), sub-alpine dwarf forest (DF) and alpine meadow (AM) on Wuyi Mountain, China (mean ± standard error, n = 4).

Depth (cm)	Vegetation	cPOM (%)	mM (%)	scM (%)	Micros (%)	SC (%)	MWD (μm)	SOC (mg g-1)
0–10	EBF	39±7c	8±2c	10±3b	36±1a	7±1ab	700±10c	36.2±3.5c
	CF	40±2c	7±1c	14±1ab	25±5b	13±5a	730±60c	42.4±6.4bc
	DF	53±1b	12±1b	12±2b	17±4c	5±3b	900±20b	58.4±4.6b
	AM	59±3a	17±1a	18±3a	3±3d	4±2b	1050±10a	134±12a
10–25	EBF	38±3b	9±1c	11±4c	34±3a	8±1c	710±40b	22.5±7.7c
	CF	27±2c	7±1c	19±3b	27±4b	20±3a	640±70b	28.6±7.3c
	DF	34±8bc	10±4b	17±6b	27±6b	12±4b	730±90b	39.8±1.8b
	AM	44±1a	16±1a	26±1a	7±7c	7±5c	980±20a	93.8±8.2a

Different letters within the same row under each depth indicate significant differences among the vegetation types at P<0.05 (n = 4).

At the 0–10 cm depth, soil aggregation rate, MWD, increased with altitude. At the 10–25 cm depth, MWD was highest in AM soil. (Table 2).

Organic Carbon in Water-Stable Aggregates

The concentration of SOC in soil aggregates and bulk soil increased with increasing elevation (Table 3). For the same vegetation type, SOC concentrations varied significantly among different size fractions of soil aggregates. At the 0–10 cm depth, EBF, CF, and DF soils had the lowest SOC concentration within the coarse particulate organic matter fraction, while the AM soil had the lowest SOC content in macroaggregate occluded silt and clay particles. At the 10–25 cm depth, EBF soil had the lowest SOC concentration within the coarse particulate organic matter fraction, while SOC concentration in CF soil was not significantly different among the different size fractions of soil aggregates.

Table 3

SOC concentrations and carbon to nitrogen (C: N) ratios in coarse particulate organic matter (cPOM), microaggregates within the macroaggregates (mM), macroaggregate occluded silt and clay particles (scM), microaggregates and silt and clay particles of samples collected at an evergreen broad-leaf forest (EBF), coniferous forest (CF), sub-alpine dwarf forest (DF) and alpine meadow (AM) on Wuyi Mountain, China (mean ± standard error, n = 4).

Depth	Vegetation	SOC in soil fractions (mg g-1)					C:N in soil fractions
(cm)		cPOM	mM	scM	Micro	SC	cPOM	mM	scM	Micro	SC
0–10	EBF	22.4 ±8.2c	44.9 ±5.7b	59.6 ±5.6a	45.4 ±2.5b	59.2 ±10.2a	14.4±0.7	14.2±0.5	13.6±0.4	13.4±0.3	13.0±0.4
	CF	25.2 ±10.2c	46.6 ±1.9b	54.9 ±3.9ab	58.4 ±0.3a	50.6 ±2.0ab	18.5±0.5a	16.1±0.6ab	13.7±0.2ab	15.0±0.4ab	13.1±0.6b
	DF	48.7 ±9.1b	70.0 ±6.3a	66.7 ±4.8a	74.2 ±3.9a	75.8 ±2.9a	12.7±0.5a	11.8±0.1ab	11.0±0.2b	11.8±0.2ab	11.1±0.5b
	AM	132 ±12.7ab	148±24.4a	120 ±0.1b	130 ±1.1ab	120 ±19.5b	14.9±0.1	15.0±0.1a	14.7±0.4	15.4±0.2	15.4±0.1
10–25	EBF	12.4 ±4.9c	26.1 ±4.4b	30.4 ±1.6a	27.2 ±5.4b	38.5 ±3.4a	13.8±0.2	13.0±0.8	12.7±0.6	12.1±0.1	12.1±0.2
	CF	30.8 ±0.5	29.4 ±5.2	25.4 ±5.4	27.5 ±8.3	23.4 ±4.8	18.4±0.4a	15.7±0.1ab	13.0±0.3b	13.2±0.1ab	11.5±0.6b
	DF	35.9 ±6.1b	43.4 ±3.5ab	38.6 ±0.8ab	43.7 ±5.7a	38.2±5.3ab	11.0±0.3	10.9±0.5	10.5±0.2	11.0±0.2	10.6±0.4
	AM	91.9 ±16.6ab	109 ±16.3a	90.9 ±10.1ab	97.8 ±27.7ab	83.8 ±12.3b	14.9±0.1	14.8±0.3	14.5±0.2	14.9±0.2	15.0±0.1

Values followed by different letters within the same row under each depth are significantly different among different soil aggregate fractions at P<0.05.

The distribution of SOC within different soil aggregate fractions varied with vegetation types (Fig 1). At both depths, SOC was mainly accumulated within the microaggregates in EBF and CF soils, but SOC was mainly accumulated within the coarse particulate organic matter fraction in DF and AM soils. SOC was accumulated the least in the silt and clay particles across all the four vegetation types at the 0–10 cm depth (Fig 1a). SOC accumulated in silt and clay particles was least in EBF and AM soils; however, the least SOC distributed in CF and DF soils was in microaggregates within macroaggregates at the 10–25 cm depth.

Fig 1

Distribution of organic carbon in coarse particulate organic matter (cPOM), microaggregates within the macroaggregates (mM), macroaggregate-occluded silt and clay particles (scM), microaggregates (Micro) and silt and clay (SC) particles of samples collected at an evergreen broad-leaf forest (EBF), coniferous forest (CF), sub-alpine dwarf forest (DF) and alpine meadow (AM) on Wuyi Mountain, China in the 0–10 cm layer (a) and 10–25 cm layer (b).

Different letters for the sane vegetation indicate significant differences among the different size fractions of soil aggregates at P<0.05 (n = 4).

At the 0–10 cm depth, compared to coarse particulate organic matter fraction, mean C:N ratios in the silt and clay particles were decreased by 29%, 12%, 9.7% in CF, DF and EBF soils, respectively, but it was increased by 3.3% in AM soil (Table 3). At the 10–25 cm depth, the C: N ratios was decreased significantly in CF soil with decreasing aggregates size (Table 3).

Correlation between soil aggregates and carbon accumulation

The accumulation of C in bulk soils had a positive correlation with the percentage of SOC within the coarse particulate organic matter and microaggregates within the macroaggregates (r = 0.919 and 0.894 respectively). It had a negative relationship with the percentage of SOC within microaggregates and silt and clay particles (r = - 0.910 and 0.825, respectively) (Table 4). The accumulation of C in bulk soils had strong correlations with soil moisture, coarse particulate organic matter content and MWD (Fig 2). And it had no correlation with soil temperature and clay content (Table 4). Soil temperature exhibited a negative relationship with the percentage of C accumulated within the coarse particulate organic matter, and macroaggregate occluded silt and clay particles, while it demonstrated a positive relationship with the percentage of SOC in the microaggregate fraction (Table 4). MWD and soil moisture only showed no correlation with the percentage of SOC within macroaggregate-occluded silt and clay particles (Table 4). The amount of coarse particulate organic matter demonstrated strong correlations with the percentage of SOC in the coarse particulate organic matter, microaggregates within the macroaggregates and silt and clay particles fractions (Table 4). The amount of silt and clay particles showed strong correlations with percentage of SOC in the microaggregates within the macroaggregates and silt and clay particles fractions (Table 4).

Table 4

Correlation among bulk soil organic carbon (Cbulk) with the percentage of coarse particulate organic matter (PcPOM), microaggregates within the macroaggregates (PmM), macroaggregate-occluded silt and clay particles (PscM), microaggregates (PMicro) and silt and clay particles (Psc) fractions in total organic C, soil temperature (Tsoil) and mean weight diameter (MWD) of the soil samples, silt and clay amount (SC), clay content, coarse particulate organic matter content (cPOM) and soil moisture (Msoil) collected at an evergreen broad-leaf forest (EBF), coniferous forest (CF), sub-alpine dwarf forest (DF) and alpine meadow (AM) on Wuyi Mountain, China (Cbulk was measured in mg g-1, Tsoil was measured in °C, MWD was measured in μm and other ones were measured in %).

	PcPOM	PmM	PscM	PMicro	Psc	Tsoil	Clay	SC
Cbulk	0.919**	0.894**	0.367	-0.910**	-0.825*	-0.688	-0.114	0.575
Tsoil	-0.782*	-0.721*	-0.441	0.832*	0.648
MWD	0.915**	0.965**	0.328	-0.885**	-0.914**
Msoil	0.925**	0.849**	0.428	-0.944**	-0.779*
cPOM	0.783*	0.783*	-0.095	-0.622	-0.869**
SC	0.491	-0.724*	0.091	0.331	0.871**

*Correlation is significant at the 0.05 level (2-tailed).

**Correlation is significant at the 0.01 level (2-tailed).

Fig 2

Relationship of SOC in bulk soil with soil moisture (a), coarse particulate organic matter content (b) and MWD (c).

Discussion

There has been an ongoing debate regarding the premise that SOC stocks increase with elevation. Based on the analysis of 2440 soil profiles in China, Xie, Sun [19] reported that elevation is the dominant factor that controls SOC accumulation in forest soils. However, Garten and Hanson [20] found no consistent trends for forest soil C inputs along elevation gradients, suggesting that altitudinal changes in soil C stocks and turnover times may be attributed to the differences in the organic matter decomposition of soils. Wang, Ruan [21], Shi, Wang [22] and Garten [23] pointed out that decreased soil temperatures with elevation tended to reduce soil respiration and the decomposition of SOC, thus resulting in altitudinal differences in C storage and SOC turnover. SOC in bulk soils showed no correlation with soil temperature (Table 4). And it had a stronger correlation with MWD (r2 = 0.90) than soil moisture (r2 = 0.79) (Fig 1), suggesting that soil aggregation may provide a degree of physical protection, and thus serve to prevent the decomposition of SOC. The positive correlation between bulk SOC and MWD was also reported by Smith, Tongway [24]. Previous studies have revealed that SOC decomposition rate in forest soils increased in the order: macroaggregates < microaggregates < silt and clay-sized complexes [5, 25, 26]. As aggregate size decreased, C: N ratios, plant litter components, and 14C labeled plant residues were also observed to decrease [27], whereas microbially-derived carbohydrates, and the ratio of alkyl/O-alkyl C increased [3]. However, significant decreases in C: N ratios with decreasing aggregate sizes occurred only in CF and DF soils at the 0–10 cm depth, and in CF soils at the 10-25cm depth. A large proportion of the soil organic matter within silt and clay particles(<53μm) was associated with “primary organomineral complexes” [28] and microbially decomposed [29, 30]. Hence, C: N ratios should be lowest within the silt and clay particles. However, the C: N ratios in the AM soils were similar for all the fractions (Table 3), suggesting that, due to the physical protection provided by silt and clay structures, parts of the labile organic materials were complexed with clay minerals, and thus became poorly bioavailable. Silt and clay particles played an important role in stabilizing SOC [31]. SOC stocks in the silt and clay fraction are mainly controlled by pedogenic properties such as clay content [32-34]. In this region, silt and clay content had a strong correlation with OC reserved in the silt and clay fraction (Table 4). However, coarse particulate organic matter content also correlated well with OC reserved in the silt and clay fraction. Moreover, it showed good correlations with OC content in bulk soil, microaggregates within macroaggregates, macroaggregate-occluded silt and clay particles, and microaggregates (Table 4, Fig 2). Compared to silt and clay particles content, coarse particulate organic matter content was a better index to represent organic carbon distribution in bulk soil and different soil aggregate fractions.

When fresh plant materials (litter or roots) enter soils, they become a source of C for microbial activity. During the utilization process, soil fungi and other soil microorganisms produce mucilage, resulting in the formation of macroaggregates that encapsulate the cPOM fractions [35]. Subsequently, the cPOM fractions are further decomposed and fragmented into fine POM, where fine POM and associated mucilage become encrusted with minerals to form the stabilized organic cores of microaggregates within the macroaggregates [35, 36]. As microaggregates are less accessible to microbes, the generation of binding agents are reduced, and the stability of microaggregates is decreased. Following the breakdown of microaggregates, mineral crusts impregnated with microbial byproducts are released and facilitate the stabilization of SOC with silt and clay particles [30, 37–40]. Therefore, high decomposition rates of litter and SOC at low altitudes [22, 41] may result in high macroaggregate turnover rates. Consequently, the percentage of macroaggregates increased from EBF to AM (Table 2). Correspondingly, the dominant SOC reservoir changed from microaggreages and silt and clay particles to macroaggregates (Fig 1).

Macroaggregates are bound together by transient and temporary binding agents (primarily polysaccharides, and roots and hyphae, respectively) [25]. Microaggregates, silt and clay particles are held together by persistent binding agents (e.g., strongly sorbed organic polymers, oxides, and polyvalent cations). Temporary binding agents only last several days; however, persistent agents could remain for decades. Macroaggregates are more vulnerable to environmental change than microaggregates and silt and clay particles [42]. It is silt and clay, rather than macroaggregates, associated organic matter that is critical for medium and longer term organic matter turnover [43]. Macroaggregates accounted for 57–93% of total soil aggregates, which is consistent with the observation that abundant macroaggregates (53–91%) were present in forest soils [44-46]. Most SOC was accumulated in macroaggregates, indicating that organic materials were the major binding agent for aggregates in these soils, and that the SOC accumulated within the macroaggregates possessed limited longevity. Compared to other two fractions, coarse particulate organic matter fractions contributed most to SOC in bulk soils (Fig 1). It accounted for 34% of the total SOC. This is slightly higher than the reported value by Gregorich, Beare [47], that coarse particulate organic matter fractions accounted for 27% of the total SOC of 13 forest soils. At the 0–10 cm depth, 58% SOC was in coarse particulate organic matter fraction in AM soil (Fig 1). The percentage was 2.6 times higher than that in the EBF soils (22%) (Fig 1). The percentage of the SOC accumulated within the silt and clay particles in AM soils was only 33% of the amount that was resident in the EBF soils (Fig 1). With increasing aggregation rate, the larger labile pool of higher altitude SOC may be at a higher risk of decomposition when exposed to warming climate conditions, and hence, SOC losses may be disproportionately higher in the more aggregated soils.

Conclusions

The concentrations of SOC in different soil aggregate fractions and bulk soils increased with increasing soil aggregation rate. From EBF to AM, with increasing soil aggregation rate, the accumulation of SOC was shifted from the microaggregate to the macroaggregate fraction, particularly the coarse particulate organic matter fraction. Coarse particulate organic matter content, better than silt and clay particles content, represented organic carbon accumulation in bulk soil and different soil aggregate fractions. Due to the protection provided by soil aggregation and organic matter sorption to the mineral surface (silt and clay particles), labile organic carbon was also present in silt and clay particles. Because of the intrinsic liability and vulnerability of soil macroaggregates, a larger percentage of SOC stored in the macroaggregate fraction may indicate a higher risk of carbon loss when subjected to the warming climate. With increasing soil aggregation rate, the SOC loss rates in higher altitude soils are likely greater when subjected to temperature increases, in contrast low altitude soils. Further lab or field experimentations with modified temperatures are warranted to elucidate the SOC decomposition rates in different size fractions of soil aggregates.