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Compared to the drought treatment, irrigation significantly increased several soil physical and chemical attributes, including WC, pH, TN, SOC,
-N, TP, and TPi (Table 1). The labile P fraction represented approximately 1%−3% of TP, while the moderately labile P fraction accounted for 84%−89% and decreased under irrigation (Fig. 1a). The relative content of resin-Pi decreased slightly, whereas the amount of NaHCO3-Pi in the labile P fraction increased significantly with irrigation (Fig. 1b). The NaHCO3-Pi fraction accounted for approximately 56% and 28% of labile P under irrigation and drought treatments, respectively (Fig. 1b). The components comprising moderately labile P were minimally altered by irrigation (Fig. 1a). The ratio of NaOH-extracted P in the moderately labile P fraction increased by 2% comparing drought to irrigation treatment, while the fraction of 1 M HCl-Pi was reduced by 2% (Fig. 1c). Irrigation led to a slight variation in the relative concentration of conc. HCl-Pi, which varied between 74%−76% under the two water treatments (Fig. 1d).${\text{NH}^+_4} $ Table 1. Effects of irrigation on soil properties (mean ± standard error) in P. euphratica plantations.
Soil properties Irrigation Drought p value WC (%) 25.26 ± 0.54 6.93 ± 0.95 < 0.01 pH 8.41 ± 0.05 8.72 ± 0.02 < 0.01 TN (g·kg−1) 1.18 ± 0.05 0.76 ± 0.02 0.03 SOC (g·kg−1) 40.13 ± 0.22 32.12 ± 0.29 < 0.01 $ {\text{NO}^-_3}$-N (mg·kg−1) 6.35 ± 1.82 4.55 ± 0.90 0.16 ${\text{NH}^+_4} $-N (mg·kg−1) 2.15 ± 0.23 1.25 ± 0.11 < 0.01 TP (g kg−1) 0.65 ± 0.01 0.57 ± 0.01 0.01 DON (mg·kg−1) 7.96 ± 0.47 9.65 ± 0.27 0.05 AK (g·kg−1) 0.41 ± 0.09 0.32 ± 0.05 0.12 DOC (g·kg−1) 0.26 ± 0.03 0.39 ± 0.07 0.17 Na+ (g·kg−1) 1.85 ± 0.06 1.82 ± 0.16 0.37 Ca2+ (g·kg−1) 15.75 ± 0.51 13.95 ± 0.34 0.86 Mg2+ (g·kg−1) 0.83 ± 0.08 0.61 ± 0.03 0.06 TPi (g·kg−1) 0.57 ± 0.01 0.53 ± 0.01 0.01 Pi/Pt (%) 88.15 ± 0.91 92.29 ± 0.30 0.68 Po/Pt (%) 11.85 ± 0.91 7.71 ± 0.30 0.16 Bold numbers indicate significant differences (p < 0.05) between treatments. WC: water content, TN: total nitrogen, SOC: soil organic carbon, DON: dissolved organic nitrogen, AK: available K, DOC: dissolved organic carbon. Total P is the sum of all P fractions; total Pi is the sum of Resin-Pi, NaHCO3-Pi, NaOH-Pi, 1 M HCl-Pi, and conc. HCl-Pi; total Po is the sum of NaHCO3-Po, NaOH-Po, and conc. HCl-Po. Figure 1.
Percentage of each phosphorus (P) fraction under different water management treatments. (a) Total P. (b) Labile P. (c) Moderately labile P. (d) Sparingly labile P.
The concentrations of labile and moderately labile P increased markedly under irrigation (Table 2). The Pi and Po fractions in the labile P and moderately labile P fractions also increased under irrigation. Although sparingly labile P values were not significantly different between irrigation and drought treatments, irrigation had significantly higher conc. HCl-Po and conc. HCl-Pi than the drought treatment (Table 2).
Table 2. Soil phosphorus (P) sequential fractionation under different water management treatments.
P fraction (mg·kg−1) Irrigation Drought p value Labile P Resin-Pi 1.15 ± 0.27 0.50 ± 0.06 0.04 NaHCO3-Pi 12.31 ± 2.40 1.88 ± 0.51 < 0.01 NaHCO3-Po 8.69 ± 0.82 4.25 ± 0.49 0.03 ΣLabile P 22.15 ± 1.67 6.62 ± 0.54 < 0.01 Moderately labile P NaOH-Pi 7.02 ± 0.79 2.07 ± 0.12 < 0.01 NaOH-Po 16.41 ± 1.83 6.98 ± 0.17 < 0.01 1 M HCl-Pi 521.10 ± 12.37 505.52 ± 1.56 0.03 ΣModerately labile P 544.53 ± 13.51 511.58 ± 1.54 0.02 Sparingly labile P Conc. HCl-Pi 27.50 ± 1.84 21.35 ± 1.73 0.01 Conc. HCl-Po 9.79 ± 1.38 6.68 ± 1.50 0.02 ΣSparingly labile P 37.29 ± 2.75 28.04 ± 1.95 0.17 Nonlabile P Residual P 41.76 ± 5.11 26.22 ± 0.82 0.49 Bold numbers indicate significant differences (p < 0.05) between treatments. Redundancy analysis (RDA) identified variations in soil P fractions between drought and irrigation (Supplemental Fig. S1a), and soil properties explained almost 98% of the variation observed in soil P fractions (Supplemental Fig. S1a). Of the soil physicochemical parameters evaluated, WC and pH had the most explanatory power for the observed variations in soil P fractions. Except for 1M HCl Pi, all soil P parameters were positively correlated with higher WC,
-N, and AK and negatively associated with lower pH values (Supplemental Fig. S1b).${\text{NH}^+_4} $ Soil phosphatase enzymes and microbial characteristics
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Under irrigation, there was a significant increase in MBP, ACP, and ALP relative to the drought treatment (Fig. 2a−c). Notably, irrigation increased ACP more strongly than ALP (Fig. 2a & b). Significant and positive relationships were identified between labile P and moderately labile P, as well as between residual P and MBP, ACP, and ALP. However, HCl-P did not exhibit noteworthy associations with MBP, ACP, or ALP, with the exception of MBP and conc. HCl Po (Fig. 3). To assess the impact of water management on soil microbial characteristics, microbial analyses were conducted using three metrics: biomass changes, taxonomic profiles, and functional changes (Fig. 4a−g). This analysis showed that soil microbial biomass was greater under irrigation than under drought, regardless of whether it was measured using MBC or total PLFAs (Fig. 4a & b). While there were no substantial differences between the two treatments in the relative proportions of bacteria and fungi based on PLFA classification, the diversity of bacteria and fungi under irrigation was higher than under drought when it was assessed using bacterial 16S and fungal ITS rRNA gene amplifications (Fig. 4c−e). Additionally, phoD and phoX copy numbers were higher under irrigation than under drought (Fig. 4f & g).
Figure 2.
Soil phosphatase and microbial biomass P in P. euphratica plantations under different water management treatments. (a) Acid phosphatase activity. (b) Alkaline phosphatase activity. (c) Microbial biomass P. The error bars indicate the SE of the mean (n = 6). Asterisks indicate the level of significance: ** p < 0.01, *** p < 0.001.
Figure 3.
Spearman's correlation analysis among soil P fractions and soil phosphatase (acid and alkaline phosphatase) activity and microbial biomass P. Significance of changes in each P fraction: * p < 0.05; ** p < 0.01.
Figure 4.
Effects of water management on soil microbial characteristics (biomass change, taxonomic profile and functional profile). (a) Total microbial biomass C. (b) Total PLFAs. (c) Bacteria to fungi ratio. (d) Shannon diversity of bacteria. (e) Shannon diversity of fungi. (f) phoD copies. (g) phoX copies. Significance levels were standardized across the panels (* p < 0.05; ** p < 0.01 and *** p < 0.001).
Notably, all soil microbial parameters except the bacteria-to-fungi ratio were positively correlated with elevated levels of soil P (Fig. 5a). Among the evaluated soil microbial characteristics, microorganism composition and functional levels exhibited better explanatory power for the variations in soil P fractions (Fig. 5b).
Figure 5.
Redundancy analysis of soil P fractions impacted by soil microbial characteristics. (a) RDA across all experimental units. (b) The variation in soil microbial characteristics explaining soil P fractions. Red arrows represent soil microbial characteristics. Blue crosses represent soil P fractions. Significance is indicated by ** p < 0.01; * p < 0.05.
The richness and diversity of the bacterial phoD genes were significantly higher under irrigation than under drought (Supplemental Fig. S2a & b). In contrast, no major variations were observed between treatments in the richness and diversity of bacterial phoX genes (Supplemental Fig. S2b). Principal coordinate analysis (PCoA), conducted using the Bray-Curtis distance matrix, indicated significant variations in phoD and phoX gene communities between treatments (Supplemental Fig. S2c & d).
The taxonomic composition of phoD and phoX gene bacterial communities was assessed at the family and genus levels, where the relative abundances exceeded 0.01% (Supplemental Fig. S3a−d). Specifically, phoD gene reads were primarily classified into 14 families and 14 genera, while phoX gene reads were classified into 14 families and 13 genera. Analysis of phoD gene community composition at the family level revealed that irrigation had a considerable impact on the relative abundance of Bradyrhizobiaceae, Nocardiaceae, Sphingomonadaceae, and Burkholderiaceae (Supplemental Fig. S3a). Furthermore, at the genus level, irrigation increased the relative abundance of Bradyrhizobium and Rhodococcus (Supplemental Fig. S3b). Similarly, phoX gene community composition analysis demonstrated that irrigation significantly affected the relative abundance of Phyllobacteriaceae and Xanthomonadaceae at the family level. In contrast, at the genus level, the relative abundance of Halomonas and Rhodopirellula reduced and increased during irrigation, respectively (Supplemental Fig. S3c & d).
Procrustean analysis confirmed a strong relationship between the structure of the phoD gene community at Operational Taxonomic Unit (OTU) level and soil P fractions across treatment type (Fig. 6a). However, soil P fractions were not affected by the composition of the phoX gene community (Fig. 6b).
Figure 6.
Procrustean analyses and spearman's correlations between soil P fractions and alkaline phosphatase gene communities. (a) Procrustean analyses of phoD community composition and soil P fractions across samples. (b) Procrustean analyses of phoX community composition and soil P fractions across samples. (c) Spearman’s correlations of soil P fractions and the relative abundance of phoD at family level. (d) Spearman's correlations of soil P fractions and the relative abundance of phoX at family level. (e) Spearman's correlations of soil P fractions and the relative abundance of phoD at genus level. (f) Spearman's correlations of soil P fractions and the relative abundance of phoX at genus level. Significance of each bacteria taxa: * p < 0.05; ** p < 0.01.
We next conducted a correlation analysis between the phoD and phoX gene communities and soil P fractions. At the family level of the phoD gene community, relative abundances of Bradyrhizobiaceae, Nocardiaceae, and Sphingomonadaceae were positively correlated with resin-Pi, NaHCO3-Pi, NaHCO3-Po, NaOH-Pi, and NaOH-Po. Meanwhile, Burkholderiaceae was negatively correlated with all P fractions except NaHCO3-Po (Fig. 6c). Spearman’s correlation analysis revealed a significant positive correlation between NaHCO3-Po and Methylobacteriaceae, conc. HCl-Pi with Oxalobacteraceae, Acetobacteraceae, and Methylobacteriaceae, and residual-P with Bradyrhizobiaceae, Sphingomonadaceae, and Methylobacteriaceae (Fig. 6c). At the genus level of the phoD community, the relative abundance of Bradyrhizobium and Rhodococcus was positively correlated with resin-Pi, NaHCO3-Pi, NaHCO3-Po, NaOH-Pi, and NaOH-Po. Bradyrhizobium was also positively correlated with residual-P (Fig. 6e). Further, Methylobacterium was positively correlated with resin-Pi, NaHCO3-Po, conc. HCl-Pi, and residual-P (Fig. 6e). In contrast, the relative abundance of Mesorhizobium was negatively correlated with NaHCO3-Po and conc. HCl-Pi (Fig. 6e).
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This field study provided empirical evidence that irrigating P. euphratica plantations increase soil P availability and supply capacity and causes significant reallocation within soil P fractions. The enhanced mineralization of organic P was linked to variations in soil moisture and pH and to changes in the composition and functional profiles of soil microorganisms, mainly bacteria possessing phoD genes. However, it will be necessary to fully characterize the allocation of foliar-P fractions of P. euphratica and its relationship with soil-P fractions in the future. These findings underscore the potential impacts of water management on soil P dynamics.
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About this article
Cite this article
He Y, Lin X, Wang L, Ma X, Fang L, et al. 2023. Effects of long-term irrigation on soil phosphorus fractions and microbial communities in Populus euphratica plantations. Forestry Research 3:17 doi: 10.48130/FR-2023-0017
Effects of long-term irrigation on soil phosphorus fractions and microbial communities in Populus euphratica plantations
- Received: 03 May 2023
- Accepted: 10 July 2023
- Published online: 26 July 2023
Abstract: Irrigation has been demonstrated to be effective in managing Populus euphratica plantations, but its impacts on phosphorus (P) availability and the soil microbiome have not been fully elucidated. In this study, we compared soil properties, P fractions, phosphatase activities, and microbial communities in the surface soil (0–20 cm) of P. euphratica plantations under both drought and irrigation conditions. We found that total P, labile P and moderately labile P all increased significantly under irrigation by 12.3%, 70.1%, and 3.0%, respectively. The increased levels of labile P were primarily driven by higher levels of NaHCO3-Pi, which increased from 1.9 to 12.3 mg·kg−1. Furthermore, irrigation markedly altered labile P composition and the relative levels of resin P, NaHCO3-Pi, and NaHCO3-Po were all impacted. Improved soil moisture increased soil phosphatase activity, suggesting that soil organic P (Po) mineralization was positively affected by irrigation. Moreover, we observed that bacterial diversity, fungal diversity, and alkaline phosphatase gene communities, rather than total microbial biomass carbon or total phospholipid fatty acids, were most explained in the dynamics of soil P fractions. Furthermore, we found positive correlations among inorganic P (Pi) and Bradyrhizobiaceae, Nocardiaceae, and Sphingomonadaceae, whereas negative correlations were found between Burkholderiaceae and Pi, highlighting the diverse functional bacteria involved in P cycling. Our study demonstrates that irrigation can increase soil P availability and supply capacity, with shifts in P composition closely linked to changes in soil microbial characteristics. Water management strategies that target the restoration of soil microbial communities may therefore improve soil quality and enhance soil P cycling.