Chin J Plant Ecol ›› 2025, Vol. 49 ›› Issue (9): 1461-1471.DOI: 10.17521/cjpe.2024.0458 cstr: 32100.14.cjpe.2024.0458
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SONG Shan-Shan, TANG Zhi-Yao*(
)(
)
Received:2024-12-16
Accepted:2025-04-08
Online:2025-09-20
Published:2025-04-09
Contact:
TANG Zhi-Yao
Supported by:SONG Shan-Shan, TANG Zhi-Yao. Relationship between rhizosphere soil fungi and plant aboveground biomass in the meadow steppe of Saihanba, Hebei, China[J]. Chin J Plant Ecol, 2025, 49(9): 1461-1471.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2024.0458
Fig. 1 Principal component analysis (PCA) of soil properties. AP, available phosphorus content; NH4+-N, ammonium nitrogen content; NO3--N, nitrate nitrogen content; SOC, soil organic carbon content; SWC, soil water content; TN, total nitrogen content; TP, total phosphorus content.
Fig. 2 Principal component analysis (PCA) of traits related to the “fast-slow” economic spectrum (A) and the collaboration dimension (B). LDMC, leaf dry matter content; LMA, specific leaf mass; LN, leaf nitrogen content; LP, leaf phosphorus content; RD, root diameter; RN, root nitrogen content; RP, root phosphorus content; SLA, specific leaf area; SRA, specific root area; SRL, specific root length; SRTA, specific root tip abundance.
Fig. 3 Community composition (A) and diversity (B) of plant rhizosphere soil fungi. A, Bromus inermis; B, Elymus dahuricus; C, Leymus chinensis; D, Medicago ruthenica; E, Carex korshinskyi; F, Artemisia tanacetifolia; G, Plantago asiatica; H, Sanguisorba officinalis; I, Geum aleppicum; J, Thalictrum petaloideum; K, Potentilla longifolia; L, Achillea asiatica. OTU, operational taxonomic unit.
| 因子 Factor | df | FungiTotal | FungiSap | FungiPath | FungiAMF | 生物量 Biomass | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Est. | SE | Est. | SE | Est. | SE | Est. | SE | Est. | SE | |||
| SLA | 62 | -24.16† | 12.26 | -4.61* | 2.21 | -0.72 | 0.52 | -2.60 | 2.51 | -14.36*** | 2.94 | |
| LN | 62 | -23.64† | 12.22 | -3.72 | 2.23 | -0.95† | 0.51 | -1.30 | 2.50 | -8.18* | 3.27 | |
| LP | 62 | -8.63 | 12.59 | -0.99 | 2.30 | -0.15 | 0.53 | -1.14 | 2.54 | -11.41*** | 3.12 | |
| LDMC | 62 | 12.06 | 12.53 | 1.49 | 2.29 | 0.52 | 0.52 | 1.68 | 2.54 | 13.27*** | 3.01 | |
| LMA | 62 | 19.31 | 12.41 | 4.03 | 2.23 | 0.68 | 0.52 | 1.27 | 2.52 | 16.02*** | 2.81 | |
| RN | 62 | -37.90** | 11.64 | -5.64* | 2.16 | -0.90† | 0.51 | -4.01 | 2.47 | -9.26** | 3.23 | |
| RP | 62 | -17.05 | 12.47 | -1.79 | 2.29 | -0.53 | 0.52 | -2.95 | 2.53 | -9.08** | 3.24 | |
| RD | 62 | -22.42 | 12.28 | -3.55 | 2.25 | -0.69 | 0.52 | -0.43 | 2.55 | -9.33** | 3.23 | |
| SRA | 62 | 25.08* | 12.22 | 4.10 | 2.23 | 1.08* | 0.51 | 2.70 | 2.52 | 7.80* | 3.29 | |
| SRL | 62 | 28.00* | 12.09 | 4.82* | 2.20 | 1.16* | 0.50 | 0.74 | 2.52 | 10.41** | 3.18 | |
| SRTA | 62 | 32.52** | 11.86 | 5.74** | 2.15 | 0.98† | 0.51 | -2.17 | 2.49 | 15.81*** | 2.82 | |
| SWC | 67 | -17.90 | 12.48 | -1.50 | 2.36 | -0.22 | 0.53 | -6.83* | 2.60 | -0.33 | 3.42 | |
| pH | 67 | 12.970 | 12.57 | 3.78 | 2.33 | 0.01 | 0.54 | -2.74 | 2.71 | -1.97 | 3.41 | |
| TN | 67 | -23.24† | 12.35 | -3.14 | 2.34 | -0.52 | 0.53 | -5.08† | 2.66 | -0.28 | 3.42 | |
| NH4+-N | 67 | 7.33 | 12.64 | 5.49* | 2.27 | 0.57 | 0.53 | -9.53*** | 2.47 | 0.34 | 3.42 | |
| NO3--N | 67 | -5.03 | 12.65 | 1.49 | 2.36 | 0.62 | 0.53 | -7.87** | 2.55 | 1.83 | 3.41 | |
| TP | 67 | -24.11† | 12.32 | -4.94* | 2.29 | -0.66 | 0.53 | -0.74 | 2.73 | -0.28 | 3.42 | |
| AP | 67 | -21.66† | 12.39 | -5.12* | 2.28 | -0.67 | 0.53 | 1.17 | 2.73 | -0.64 | 3.42 | |
| SOC | 67 | -28.70* | 12.17 | -5.36* | 2.28 | -0.90† | 0.52 | -2.60 | 2.71 | -0.65 | 3.42 | |
Table 1 Effect of plant functional traits (PFT) and soil properties on rhizosphere soil fungal diversity and aboveground biomass
| 因子 Factor | df | FungiTotal | FungiSap | FungiPath | FungiAMF | 生物量 Biomass | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Est. | SE | Est. | SE | Est. | SE | Est. | SE | Est. | SE | |||
| SLA | 62 | -24.16† | 12.26 | -4.61* | 2.21 | -0.72 | 0.52 | -2.60 | 2.51 | -14.36*** | 2.94 | |
| LN | 62 | -23.64† | 12.22 | -3.72 | 2.23 | -0.95† | 0.51 | -1.30 | 2.50 | -8.18* | 3.27 | |
| LP | 62 | -8.63 | 12.59 | -0.99 | 2.30 | -0.15 | 0.53 | -1.14 | 2.54 | -11.41*** | 3.12 | |
| LDMC | 62 | 12.06 | 12.53 | 1.49 | 2.29 | 0.52 | 0.52 | 1.68 | 2.54 | 13.27*** | 3.01 | |
| LMA | 62 | 19.31 | 12.41 | 4.03 | 2.23 | 0.68 | 0.52 | 1.27 | 2.52 | 16.02*** | 2.81 | |
| RN | 62 | -37.90** | 11.64 | -5.64* | 2.16 | -0.90† | 0.51 | -4.01 | 2.47 | -9.26** | 3.23 | |
| RP | 62 | -17.05 | 12.47 | -1.79 | 2.29 | -0.53 | 0.52 | -2.95 | 2.53 | -9.08** | 3.24 | |
| RD | 62 | -22.42 | 12.28 | -3.55 | 2.25 | -0.69 | 0.52 | -0.43 | 2.55 | -9.33** | 3.23 | |
| SRA | 62 | 25.08* | 12.22 | 4.10 | 2.23 | 1.08* | 0.51 | 2.70 | 2.52 | 7.80* | 3.29 | |
| SRL | 62 | 28.00* | 12.09 | 4.82* | 2.20 | 1.16* | 0.50 | 0.74 | 2.52 | 10.41** | 3.18 | |
| SRTA | 62 | 32.52** | 11.86 | 5.74** | 2.15 | 0.98† | 0.51 | -2.17 | 2.49 | 15.81*** | 2.82 | |
| SWC | 67 | -17.90 | 12.48 | -1.50 | 2.36 | -0.22 | 0.53 | -6.83* | 2.60 | -0.33 | 3.42 | |
| pH | 67 | 12.970 | 12.57 | 3.78 | 2.33 | 0.01 | 0.54 | -2.74 | 2.71 | -1.97 | 3.41 | |
| TN | 67 | -23.24† | 12.35 | -3.14 | 2.34 | -0.52 | 0.53 | -5.08† | 2.66 | -0.28 | 3.42 | |
| NH4+-N | 67 | 7.33 | 12.64 | 5.49* | 2.27 | 0.57 | 0.53 | -9.53*** | 2.47 | 0.34 | 3.42 | |
| NO3--N | 67 | -5.03 | 12.65 | 1.49 | 2.36 | 0.62 | 0.53 | -7.87** | 2.55 | 1.83 | 3.41 | |
| TP | 67 | -24.11† | 12.32 | -4.94* | 2.29 | -0.66 | 0.53 | -0.74 | 2.73 | -0.28 | 3.42 | |
| AP | 67 | -21.66† | 12.39 | -5.12* | 2.28 | -0.67 | 0.53 | 1.17 | 2.73 | -0.64 | 3.42 | |
| SOC | 67 | -28.70* | 12.17 | -5.36* | 2.28 | -0.90† | 0.52 | -2.60 | 2.71 | -0.65 | 3.42 | |
Fig. 4 Linear mixed-effects modelling of the effect of plant resource acquisition strategies on operational taxonomic units (OTU) richness of rhizosphere soil fungi. FungiTotal, OTU richness of overall fungi; FungiSap, OTU richness of saprophytic fungi; FungiPath, OTU richness of pathogenic fungi; FungiAMF, OTU richness of arbuscular mycorrhizal fungi. PCA1Col, scores on the first axis of principal component analysis for traits related to the collaboration dimension; PCA1Con, scores on the first axis of principal component analysis for traits related to the “fast-slow” economic spectrum. The solid line represents the significant slope value (p < 0.05 or p ≈ 0.05) for the linear mixed-effects model, and the corresponding shaded area represents the fitted 95% confidence interval.
Fig. 5 Linear mixed-effects modelling of the effect of plant resource acquisition strategies and rhizosphere soil fungal diversity on aboveground biomass. FungiTotal, operational taxonomic units (OTU) richness of overall fungi; FungiSap, OTU richness of saprophytic fungi; FungiPath, OTU richness of pathogenic fungi; FungiAMF, OTU richness of arbuscular mycorrhizal fungi. PCA1Col, scores on the first axis of principal component analysis for traits related to the collaboration dimension; PCA1Con, scores on the first axis of principal component analysis for traits related to the “fast-slow” economic spectrum.
Fig. 6 Structural equation modelling (SEM) of the direct and indirect effect of plant resource acquisition strategies and rhizosphere soil fungal diversity on aboveground biomass. Red and black arrows represent positive and negative effects, respectively, and the numbers on the arrows represent standardized path coefficients. The arrow thickness is proportional to the magnitude of these path coefficients. FungiTotal, operational taxonomic units (OTU) richness of overall fungi; FungiSap, OTU richness of saprophytic fungi; FungiPath, OTU richness of pathogenic fungi; FungiAMF, OTU richness of arbuscular mycorrhizal fungi; PCA1Col, scores on the first axis of principal component analysis for traits related to the collaboration dimension; PCA1Con, scores on the first axis of principal component analysis for traits related to the “fast-slow” economic spectrum; PCA2Env, scores on the second axis of principal component analysis for soil properties. The significance levels are denoted as follows: †, p ≈ 0.05; *, p < 0.05; **, p < 0.01; ***, p < 0.001. Two-way arrows indicate significant correlations between variables. The R2 of each dependent variable in the model are expressed as percentages.
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