Effect of grazing intensity on abundance of soil nematodes
In total, 53 and 39 taxa were observed in the 0–10 cm and 10–20 cm soil layers, respectively (Table S1). Grazing affected the abundance of soil nematodes (Table 1). In the 0–10 cm soil layer, both G2 and G3 decreased the abundance of plant parasites compared to G0. The abundance of bacterivores and omnivores/predators was not affected by grazing compared to G0, but G3 decreased the abundance of bacterivores, and both G3 and G2 decreased the abundance of omnivores/predators compared to G1. Both G2 and G3 showed trends of decreased abundance of fungivores, but no difference was observed compared to G0. G3 (1702 individuals per 100 g of dry soil) significantly decreased the total abundance of soil nematodes compared to G0 (2821 individuals per 100 g of dry soil) and G1 (3344 individuals per 100 g of dry soil). G1 showed a tendency to increase nematode abundance, but the difference was not significant compared to G0. In the 10–20 cm soil layer, G3 decreased the abundances of plant parasites, fungivores, omnivores/predators and total soil nematodes compared to G0 (Table 1). G2 decreased the abundance of fungivores compared to G0 and G1. Both G1 and G2 also decreased the abundance of omnivores/predators compared to G0. G3 decreased the abundance of bacterivores compared to G1. There was no difference in the abundance of plant parasites, bacterivores, or total soil nematodes among G0, G1 and G2.
Table 1
Soil nematode abundances (individuals per 100 g of dry soil) in the 0–10 cm and 10–20 cm soil layers across a grazing intensity gradient. Values are means ± standard errors
Grazing intensity
|
PP
|
Ba
|
Fu
|
Op
|
To
|
0–10 cm
|
|
|
|
|
|
G0
|
948 ± 102a
|
786 ± 119ab
|
689 ± 174
|
398 ± 106ab
|
2821 ± 500ab
|
G1
|
1088 ± 62a
|
1023 ± 128a
|
685 ± 98
|
548 ± 110a
|
3344 ± 376a
|
G2
|
554 ± 101b
|
851 ± 133ab
|
465 ± 89
|
334 ± 21b
|
2204 ± 306bc
|
G3
|
443 ± 74b
|
614 ± 115b
|
443 ± 96
|
202 ± 31b
|
1702 ± 290c
|
10–20 cm
|
|
|
|
|
|
G0
|
682 ± 72a
|
401 ± 41ab
|
352 ± 52a
|
200 ± 26a
|
1635 ± 169a
|
G1
|
431 ± 138ab
|
548 ± 75a
|
351 ± 51a
|
67 ± 20b
|
1397 ± 271ab
|
G2
|
441 ± 97 ab
|
447 ± 153ab
|
191 ± 69b
|
52 ± 15b
|
1129 ± 327ab
|
G3
|
247 ± 65b
|
277 ± 58b
|
185 ± 32b
|
65 ± 10b
|
774 ± 146b
|
PP, Ba, Fu, Op, and To represent plant parasites, bacterivores, fungivores, omnivore/predators, and total soil nematodes, respectively. Grazing intensities G0, G1, G2 and G3 indicate 0.00, 0.23, 0.46 and 0.92 AU ha− 1, respectively. Means with the same column, same depth and followed by the same lower case letter are not significantly different (p > 0.05). |
Effect of grazing intensity on community diversity of soil nematodes
Grazing affected the community composition of soil nematodes (Fig. 1). NMDS analysis showed that G3 was clearly separated from G0, G1 and G2 in both 0–10 cm and 10–20 cm soil layers. In 0–10 cm soil layers, soil nematode community structure developed along the direction from G1 to G0, G2 and G3, while in 10–20 cm soil layer, there was no clear development direction of soil nematode community structure among G0, G1 and G2. The ecological indices of soil nematodes changed over a gradient of grazing intensity (Table 2). In the 0–10 cm soil layer, both G2 and G3 decreased the H′ value, and the H′ value showed a decreasing trend with an increase in grazing intensity. G2 decreased the PPI value compared to G0, but no difference was observed between G3 and G0. The MI value was lowest in G3, and it also showed a decreasing trend with an increase in grazing intensity. In the 10–20 cm soil layer, all grazing treatments decreased the values of H′ and MI compared to G0. G3 increased the PPI value, while there was no difference in PPI values among G0, G1, and G2 (Table 2).
Table 2
Nematode ecological indices in the 0–10 cm and 10–20 cm soil layers across a grazing intensity gradient. Values are means ± standard errors
Ecological index
|
0–10 cm
|
10-20cm
|
G0
|
G1
|
G2
|
G3
|
G0
|
G1
|
G2
|
G3
|
H′
|
3.29 ± 0.06a
|
3.31 ± 0.12a
|
3.12 ± 0.02b
|
2.95 ± 0.04c
|
3.06 ± 0.04a
|
2.69 ± 0.07b
|
2.57 ± 0.03c
|
2.74 ± 0.11b
|
PPI
|
2.57 ± 0.07ab
|
2.44 ± 0.02bc
|
2.32 ± 0.07c
|
2.71 ± 0.08a
|
2.38 ± 0.03b
|
2.47 ± 0.03b
|
2.41 ± 0.11b
|
2.79 ± 0.04a
|
MI
|
2.59 ± 0.04ab
|
2.70 ± 0.04a
|
2.49 ± 0.10bc
|
2.41 ± 0.06c
|
2.53 ± 0.02a
|
2.15 ± 0.04c
|
2.18 ± 0.09bc
|
2.26 ± 0.05b
|
H', PPI, and MI represent Shannon–Weaver index and maturity indices of plant-parasitic nematodes, and maturity index of free-living nematodes, respectively. Grazing intensities G0, G1, G2 and G3 indicate 0.00, 0.23, 0.46 and 0.92 AU ha− 1 respectively. Means in the same row, same depth and followed by the same lower case letter are not significantly different (p > 0.05) |
Effect of grazing intensity on the biomass carbon of soil nematodes
In the 0–10 cm soil layer, G3 decreased the biomass carbon of plant parasites, fungivores, and total soil nematodes compared to G0 (Table 3). G2 decreased the biomass carbon of plant parasites and fungivores compared to G0. Compared with G0, G1 increased the biomass carbon of omnivores/predators but had no effect on the biomass carbon of other nematode trophic groups or total soil nematodes. The biomass carbon amounts of plant parasites, omnivores/predators and total soil nematodes were higher in G1 than in G3. In the 10–20 cm soil layer, G3 decreased the biomass carbon amounts of bacterivores, fungivores, omnivores/predators and total soil nematodes compared to G0 (Table 3), and G2 decreased the biomass carbon amounts of fungivores and omnivores/predators. There was no difference in the biomass carbon of soil nematodes between G1 and G0 except G1, which decreased the biomass carbon of omnivores/predators. No difference was observed in the biomass carbon of soil nematodes among G1, G2, and G3 in the 10–20 cm soil layer.
Table 3
Biomass carbon of soil nematodes (µg 100 g− 1 dry soil) in the 0–10 cm and 10–20 cm soil layers across a grazing intensity gradient. Values are means ± standard errors
Grazing intensity
|
PPc
|
Bac
|
Fuc
|
Opc
|
Toc
|
0–10 cm
|
|
|
|
|
|
G0
|
5.2 ± 0.8a
|
11.5 ± 0.4
|
3.5 ± 0.9a
|
2.8 ± 0.8b
|
23.0 ± 2.8a
|
G1
|
4.9 ± 0.3a
|
13.1 ± 2.2
|
3.0 ± 0.3ab
|
4.6 ± 0.9a
|
25.6 ± 3.7a
|
G2
|
2.3 ± 0.4b
|
10.9 ± 2.0
|
1.9 ± 0.4c
|
2.8 ± 0.3b
|
18.0 ± 2.4ab
|
G3
|
2.4 ± 0.5b
|
8.8 ± 1.8
|
2.1 ± 0.4bc
|
1.8 ± 0.2b
|
15.1 ± 2.7b
|
10–20 cm
|
|
|
|
|
|
G0
|
2.9 ± 0.3
|
7.8 ± 0.8a
|
1.8 ± 0.3a
|
2.0 ± 0.2a
|
14.5 ± 1.3a
|
G1
|
2.1 ± 0.7
|
6.7 ± 1.1ab
|
1.4 ± 0.2ab
|
0.8 ± 0.2b
|
11.0 ± 2.1ab
|
G2
|
1.7 ± 0.4
|
6.5 ± 2.1ab
|
1.0 ± 0.4b
|
0.5 ± 0.2b
|
9.8 ± 2.8ab
|
G3
|
1.7 ± 0.5
|
4.0 ± 0.9b
|
0.9 ± 0.2b
|
0.8 ± 0.1b
|
7.4 ± 1.4b
|
PPc, Bac, Fuc, Opc, and Toc represent the biomass carbon of plant parasites, bacterivores, fungivores, omnivores/predators, and total soil nematodes, respectively. Grazing intensities G0, G1, G2 and G3 indicate 0.00, 0.23, 0.46 and 0.92 AU ha− 1, respectively. Means in the same column, the same depth and followed by the same lower case letter are not significantly different (p > 0.05) |
Effect of grazing intensity on the metabolic footprints of soil nematodes
In the 0–10 cm soil layer, G3 decreased the metabolic footprints of plant parasites, fungivores and total soil nematodes compared to G0 (Table 4). G2 decreased the metabolic footprints of plant parasites and fungivores compared to G0. There was a trend of larger metabolic footprints of soil nematodes in G1 compared to G0, but the differences were not significant for any of the trophic groups. The metabolic footprints of plant parasites, omnivores/predators and total soil nematodes were higher in G1 than in G3. In the 10–20 cm soil layer, G3 decreased the metabolic footprints of bacterivores, fungivores, omnivores/predators and total soil nematodes relative to G0 (Table 4), and G2 decreased the metabolic footprints of fungivores, omnivores/predators and total soil nematodes relative to G0. There was no difference in the metabolic footprints of soil nematodes among G1, G2, and G3.
Table 4
Metabolic footprints of soil nematodes (µg 100 g− 1 dry soil) in the 0–10 cm and 10–20 cm soil layers across a grazing intensity gradient. Values are means ± standard errors
Grazing intensity
|
PPf
|
Baf
|
Fuf
|
Opf
|
Tof
|
0–10 cm
|
|
|
|
|
|
G0
|
67.7 ± 11.0a
|
92.9 ± 5.2
|
37.9 ± 9.9a
|
47.7 ± 13.0ab
|
246.2 ± 38.6ab
|
G1
|
61.1 ± 4.9a
|
108.3 ± 17.7
|
35.3 ± 4.3ab
|
74.2 ± 15.5a
|
278.9 ± 40.8a
|
G2
|
28.3 ± 5.0b
|
88.5 ± 15.7
|
20.9 ± 4.0b
|
46.8 ± 5.3ab
|
184.5 ± 20.2bc
|
G3
|
32.1 ± 6.0b
|
71.6 ± 14.5
|
22.8 ± 4.6b
|
27.8 ± 4.0b
|
154.3 ± 26.1c
|
10–20 cm
|
|
|
|
|
|
G0
|
36.9 ± 3.8
|
59.6 ± 6.3a
|
19.1 ± 2.6a
|
30.8 ± 3.4a
|
146.3 ± 13.4a
|
G1
|
25.9 ± 8.2
|
55.9 ± 8.8ab
|
15.6 ± 2.5ab
|
11.2 ± 2.6b
|
108.7 ± 20.9ab
|
G2
|
22.1 ± 5.4
|
52.3 ± 16.9ab
|
10.6 ± 3.7b
|
8.1 ± 2.8b
|
93.2 ± 25.7b
|
G3
|
21.4 ± 5.9
|
31.0 ± 6.9b
|
10.0 ± 1.9b
|
11.6 ± 1.6b
|
74.1 ± 13.4b
|
PPf, Baf, Fuf, Opf, Tof represent metabolic footprints of plant parasites, bacterivores, fungivores, omnivores/predators, and total soil nematodes, respectively. Grazing intensities G0, G1, G2 and G3 indicate 0.00, 0.23, 0.46 and 0.92 AU ha− 1, respectively. Means in the same column, the same depth and followed by the same lower case letter are not significantly different (p > 0.05) |
The total area of footprints on structure and enrichment coordinates indicates the functional metabolic footprints of soil nematodes. In the 0–10 cm soil layer, the metabolic footprints of soil nematodes were greater in G1 than in G0, and G3 clearly decreased the functional metabolic footprints of soil nematodes (Fig. 2). G0, G1, and G2 were located in the lower right quadrant in the 0–10 cm soil layer, and G3 was partly in the lower left degraded quadrant. In the 10–20 cm soil layer, the metabolic functional footprints of all grazing intensities were correspondingly smaller than those of the 0–10 cm soil layer, and all grazing treatments decreased the functional metabolic footprints of soil nematodes compared to G0. In the 10–20 cm soil layer, all grazing treatments moved to the lower left degraded quadrant, but G0 was still located in the lower right quadrant.
The relationship between soil environmental factors and the community structure of soil nematodes
Grazing affected the composition of soil nematode genera based on principal component analysis (PCA) (Fig. 3a and b). The first two components of PCA explained 55.1% and 21.5% of the variance in nematode genus data in the 0–10 cm layer and 50.5% and 24.6% of the variance in nematode genus data in the 10–20 cm layer, respectively. At 0–10 cm depth, G2 and G3 were clearly separated from G0 and G1 on PCA axis 1 (Fig. 3a). G3 was characterized by Aphelenchus, Acrobeles and Criconemella. G2 was characterized by Monhystera and Wilsonema. The first axis was mainly driven by AGB, BGB, soil moisture, Shannon diversity of grass and SBD, and the main driving factors of axis 2 were soil moisture, BGB and Margarlef of grass. At 10–20 cm, G3 was clearly separated from G0, G1, and G2, and G1 and G2 were also separated from G0 on axis 2 (Fig. 3b). G3 was characterized by Acrobeles, Protorhabditis, Tylenchorhynchus, Eudorylaimus and Tylencholaimellus. G2 was characterized by Trischistoma and Criconemella. G1 was characterized by Aphelenchus, Cervidellus, Heterodera, and Lelenchus. PCA axis 1 was mainly driven by AGB, pH and soil moisture, and PCA axis 2 was mainly driven by soil moisture, BGB, SBD and Shannon diversity of grass.
The SEM model showed that grazing significantly and negatively affected grass AGB and soil moisture in the 0–10 cm soil layer (p < 0.05) (Fig. 4a). Grass AGB had significant effects on soil moisture and Shannon diversity of soil nematodes. Grazing and soil moisture positively affected the Shannon diversity of soil nematodes. In the 10–20 cm soil layer, grazing significantly and negatively affected the grass AGB, BGB and the Shannon diversity of soil nematodes (Fig. 4b). However, neither AGB nor BGB had significant effect on the Shannon diversity of soil nematodes either directly or indirectly.