2.1 Difference analysis of OTUs clustering between Blank group and Experimental group
The differential distribution of OTUs clustering of soil microbial populations in the Blank group and the Experimental group is shown in Fig. 1. As can be seen from the figure, except for K.B.7 samples in the blank group (which may be caused by the uneven distribution of microbial population in the soil), the OUTs clustering numbers of all samples in the Experimental group were significantly higher than those in the Blank group. This indicated that the abundance of microbial population in the soil samples of the Experimental group was significantly higher than that of the Blank group, and the cultivation of JunCao"Oasis No.1" significantly restored and improved the abundance of microbial population in saline soil.
2.2 Difference analysis of OTUs clustering numbers of microbial populations at different classification levels between blank group and experimental group soil samples
The OTUs clustering numbers of microbial populations at different classification levels of soil samples from the blank group and the experimental group were shown in Fig. 2, Fig. 3 and Table 5. It can be concluded that the OTUs clustering number of microbial population of each soil sample in the experimental group is significantly improved at the level of phylum classification and genus classification compared with that of each soil sample in the blank group. This indicated that the microbial population abundance of the soil samples in the experimental group was significantly improved at the level of Phylum classification, Order classification, Family classification and genus classification, which was also an important reason for the obvious difference in the microbial population structure of the soil samples in the experimental group compared with the soil samples in the blank group.
Table 5
OTUs clustering numbers of microbial populations at different classification levels of soil samples in Blank group and Experimental group
Sample_Name
|
Kingdom
|
Phylum
|
Class
|
Order
|
Family
|
Genus
|
Species
|
K.B.1
|
28947
|
24740
|
24313
|
17028
|
14105
|
10680
|
1430
|
K.B.2
|
63888
|
58342
|
57837
|
55278
|
48743
|
46352
|
37711
|
K.B.3
|
55521
|
46349
|
44564
|
33666
|
23107
|
12643
|
1940
|
K.B.4
|
55837
|
48571
|
46858
|
33583
|
25159
|
17519
|
1475
|
K.B.5
|
55480
|
46471
|
44680
|
31394
|
22897
|
13731
|
2847
|
K.B.6
|
60962
|
51357
|
50217
|
34760
|
26991
|
18492
|
883
|
K.B.7
|
58570
|
50246
|
48498
|
34045
|
26955
|
16071
|
2791
|
K.B.8
|
57226
|
47128
|
45398
|
28047
|
19794
|
9443
|
1629
|
S.Y.1
|
61627
|
53175
|
51108
|
45812
|
37932
|
14202
|
2042
|
S.Y.2
|
60373
|
49326
|
46868
|
39540
|
30310
|
9482
|
1701
|
S.Y.3
|
58767
|
50327
|
48938
|
43958
|
38046
|
12535
|
1471
|
S.Y.4
|
57131
|
49098
|
48290
|
45285
|
41161
|
30101
|
4054
|
S.Y.5
|
57557
|
49198
|
46649
|
40243
|
32258
|
12862
|
1681
|
S.Y.6
|
55593
|
48979
|
46952
|
41203
|
34106
|
13295
|
1787
|
S.Y.7
|
55685
|
47915
|
45874
|
39869
|
32574
|
12025
|
1610
|
S.Y.8
|
53858
|
46709
|
44925
|
37963
|
30640
|
15860
|
3312
|
2.2.1 Analysis of species relative abundance differences at Phylum level
According to the phylum level relative species abundance histogram (Fig. 4) and Phylum level species clustering heat map (Fig. 5) of soil microbial populations in the Blank group and the Experimental group, the changes in Phylum level relative species abundance between the two groups were analyzed.
It can be seen from Fig. 4 that, at the Phylum level, Proteobacteria and Firmicutes with relatively high population abundance in the Blank group soil samples (K.B.1-K.B.8) decreased significantly in the Experimental group soil samples (R.S.1-R.S.8). While Crenarchaeota, Unidentified Bacteria, Actinobacteriota, Cyanobacteria, Bacteroidota, The relative abundance of phyla such as Chloroflexi did not change much.
The relative species abundance of Acidobacteriota and Desulfobacterota in experimental soil samples (R.S.1-R.S.8) has been effectively increased. The relative abundance of Acidobacteriota in the Blank group (K.B.1-K.B.8) was 1.0%, 0.74%, 2.7%, 2.0%, 2.8%, 1.6%, 2.3% and 2.2% respectively. The relative abundance of Acidobacteriota in the Experimental group (S.Y.1-S.Y.8) was 5.5%, 8.4%, 5.0%, 6.4%, 5.1%,6.1%, 6.1% and 6.5% respectively. The relative species abundance of Desulfobacterota in the Blank group (K.B.1-K.B.8) is 0.1%, 0.1%, 0.4%, 0.3%, 0.7%, 0.6%, 0.8% and 0.7% respectively. The relative abundance of Desulfobacterota in the Experimental group soil samples (S.Y.1-S.Y.8) is 3.9%, 5.1%, 2.2%, 1.2%, 5.0%, 9.5%, 3.7% and 2.6% respectively. The relative abundance of both was significantly increased (Table 6-1, Table 6-2).
Table 6.1
Relative abundance values of species at the taxonomic level of each sample Phylum
Taxonomy
|
Proteobacteria
|
Crenarchaeota
|
unidentified_Bacteria
|
Firmicutes
|
Desulfobacterota
|
K.B.1
|
0.315268
|
0.14791
|
0.128256
|
0.073955
|
0.001105
|
K.B.2
|
0.480587
|
0.080311
|
0.050915
|
0.170535
|
0.001554
|
K.B.3
|
0.184594
|
0.078135
|
0.234162
|
0.056615
|
0.004905
|
K.B.4
|
0.244525
|
0.139585
|
0.16228
|
0.043558
|
0.003454
|
K.B.5
|
0.26487
|
0.074162
|
0.196408
|
0.043834
|
0.017893
|
K.B.6
|
0.258515
|
0.222556
|
0.151572
|
0.033022
|
0.006321
|
K.B.7
|
0.291434
|
0.054439
|
0.188636
|
0.048566
|
0.032884
|
K.B.8
|
0.30266
|
0.031054
|
0.217755
|
0.020587
|
0.023731
|
S.Y.1
|
0.219965
|
0.206321
|
0.159827
|
0.015509
|
0.039206
|
S.Y.2
|
0.155889
|
0.142453
|
0.155302
|
0.010881
|
0.051364
|
S.Y.3
|
0.212332
|
0.275509
|
0.13513
|
0.008325
|
0.022211
|
S.Y.4
|
0.332055
|
0.033679
|
0.093679
|
0.023903
|
0.012124
|
S.Y.5
|
0.235406
|
0.120587
|
0.193817
|
0.003454
|
0.050363
|
S.Y.6
|
0.206183
|
0.129706
|
0.171192
|
0.017651
|
0.095509
|
S.Y.7
|
0.217478
|
0.16038
|
0.182245
|
0.014197
|
0.037617
|
S.Y.8
|
0.253782
|
0.100104
|
0.161071
|
0.046908
|
0.026321
|
Table 6.2
Relative abundance values of species at the taxonomic level of each sample Phylum
Taxonomy
|
Acidobacteriota
|
Actinobacteriota
|
Cyanobacteria
|
Bacteroidota
|
Chloroflexi
|
Others
|
K.B.1
|
0.010535
|
0.052919
|
0.038204
|
0.016718
|
0.015648
|
0.199482
|
K.B.2
|
0.007427
|
0.044491
|
0
|
0.002556
|
0.029361
|
0.132263
|
K.B.3
|
0.027496
|
0.042211
|
0.001382
|
0.015682
|
0.047358
|
0.307461
|
K.B.4
|
0.020138
|
0.034059
|
0.038722
|
0.01399
|
0.048256
|
0.251434
|
K.B.5
|
0.028428
|
0.045492
|
0.00038
|
0.009326
|
0.04038
|
0.278826
|
K.B.6
|
0.016615
|
0.030984
|
0.000622
|
0.008946
|
0.031883
|
0.238964
|
K.B.7
|
0.043903
|
0.045216
|
0.000898
|
0.007599
|
0.030294
|
0.256131
|
K.B.8
|
0.033299
|
0.034922
|
0.000622
|
0.007945
|
0.04
|
0.287427
|
S.Y.1
|
0.055959
|
0.016511
|
0.000864
|
0.00715
|
0.033955
|
0.244732
|
S.Y.2
|
0.084111
|
0.020449
|
0.000553
|
0.005216
|
0.044491
|
0.329292
|
S.Y.3
|
0.049085
|
0.013022
|
0.003212
|
0.012746
|
0.020725
|
0.247703
|
S.Y.4
|
0.064525
|
0.07361
|
0.058826
|
0.051364
|
0.033437
|
0.222798
|
S.Y.5
|
0.05133
|
0.022003
|
0.00494
|
0.007599
|
0.044525
|
0.265976
|
S.Y.6
|
0.061278
|
0.031088
|
0.000898
|
0.010501
|
0.031952
|
0.244041
|
S.Y.7
|
0.061727
|
0.019447
|
0.001934
|
0.009983
|
0.031917
|
0.263074
|
S.Y.8
|
0.065112
|
0.037858
|
0.006218
|
0.018895
|
0.04
|
0.243731
|
As can be seen from Fig. 5, at the level of Phylum classification, Verrucomicrobiota, Entotheonellaeota, Thermoplasmata Myxococcota, Desulfuromondia (desulfurization bacterium door), Myxococcota, Acidobacteriota (acid bacillus door), The species clustering of Latescibacterota was significantly higher than that of blank soil samples (K.B.1-K.B.8).
Desulfobracterota and Acidobacteriae are the dominant Phylum in the Experimental group soil samples (S.Y. 1-S.Y. 8) combined with the column chart of relative species abundance at Phylum level and the heat map of Phylum level clustering.
2.2.2 Analysis of species relative abundance differences at Order level
According to the Order level relative species abundance histogram (Fig. 6) and Order level species clustering heat map (Fig. 7) of soil microbial populations in the Blank group and the Experimental group, the changes in Order level relative species abundance between the two groups were analyzed.
It can be seen from Fig. 6 that the relative abundance of species at Order level showed obvious differentiation between samples from Blank group (K.B.1-K.B.8) and Experimental group (S.Y. 1-S.Y. 8). The relative species abundance of experimental soil samples (S.Y. 1-S.Y. 8) at Order level was significantly higher than that of blank soil samples (K.B.1-K.B.8).
The relative species abundance of Rhodospirillales, Sphingomonadales and Burkholderiales in the Experimental group (S.Y. 1-S.Y. 8) was significantly higher than that in the Blank group (K.B.1-K.B.8). The relative abundance of Rhodospirillales in experimental soil samples (S.Y. 1-S.Y. 8) was 4.2%, 6.1%, 4.4%, 3.3%, 5.1%, 4.4%, 5.9%, 3.6% respectively. The relative species abundance of Sphingomonadales in Experimental group soil samples (R.S.1-R.S.8) was 0.6%, 0.6%, 0.7%, 6.6%, 1.4%, 0.7%, 0.6%, 0.9% respectively, and in Blank group soil samples K.B.3, K.B.4, K.B.5. The relative abundance of Sphingomonadales was 0, and the relative abundance of Sphingomonadales in the other Blank groups was extremely low. The relative species abundance of Burkholderiales in experimental soil samples (R.S.1-R.S.8) was 6.2%, 3.8%, 6.3%, 10.9%, 4.9%, 4.8%, 5.2%, 4.9% respectively. Compared with the Blank group (K.B.1-K.B.8), the relative abundance of Rhodospirillales, Sphingomonadales and Burkholderiales in the Experimental group (S.Y. 1-S.Y. 8) was increased (Table 7).
Table 7
Relative abundance of dominant flora species at soil sample Order level in Experimental group
Taxonomy
|
Burkholderiales
|
Nitrosopumilales
|
Paenibacillales
|
Rhodospirillales
|
unidentified_Desulfuromonadia
|
Sphingomonadales
|
K.B.1
|
0.001796
|
0.144525
|
0.000587
|
0.002453
|
0.000622
|
0.001209
|
K.B.2
|
0.411952
|
0.080138
|
0.130432
|
0
|
0.000829
|
0.033472
|
K.B.3
|
0.002349
|
0.072021
|
0
|
0.004111
|
0.001934
|
0.000794
|
K.B.4
|
0.002487
|
0.134853
|
0.001105
|
0.002383
|
0.001762
|
0.000484
|
K.B.5
|
0.004387
|
0.071641
|
0.000104
|
0.005838
|
0.016442
|
0.000415
|
K.B.6
|
0.002038
|
0.215648
|
0.000104
|
0.002591
|
0.004767
|
0.000311
|
K.B.7
|
0.018549
|
0.050708
|
0.000207
|
0.009223
|
0.024905
|
0.005389
|
K.B.8
|
0.006287
|
0.028566
|
0.000138
|
0.006183
|
0.018618
|
0.001174
|
S.Y.1
|
0.062142
|
0.205803
|
0.000104
|
0.042798
|
0.025941
|
0.005838
|
S.Y.2
|
0.037686
|
0.141623
|
0.000138
|
0.061036
|
0.042832
|
0.002453
|
S.Y.3
|
0.063005
|
0.274577
|
0.000207
|
0.044283
|
0.0162
|
0.005043
|
S.Y.4
|
0.108601
|
0.03323
|
0.003351
|
0.021209
|
0.007634
|
0.065596
|
S.Y.5
|
0.04943
|
0.119931
|
0.000242
|
0.051054
|
0.035959
|
0.013748
|
S.Y.6
|
0.048394
|
0.127288
|
0.00076
|
0.044352
|
0.084421
|
0.006701
|
S.Y.7
|
0.052435
|
0.157686
|
0.000173
|
0.059413
|
0.026736
|
0.005561
|
S.Y.8
|
0.049257
|
0.09658
|
0.000415
|
0.036408
|
0.017375
|
0.009119
|
It can be clearly seen from Fig. 7 that Rhodospirillales, Rhizobiales, Sphingomonadales, Pseudomondales in soil samples of Experimental group (S.Y. 1-S.Y. 8), The species clustering of Micrococcales was significantly higher than that of blank soil samples (K.B.1-K.B.8). Pseudomondales is one of the most important growth-promoting bacteria in plant rhizosphere.
Combined with the histogram of relative abundance of species at Order level and the heat map of cluster of species at Order level, Pseudomondales and Sphingomonadales were dominant in the soil samples of Experimental group (S.Y. 1-S.Y. 8).
2.2.3 Analysis of species relative abundance differences at Family level
According to the Family level relative species abundance histogram (Fig. 8) and Family level species clustering heat map (Fig. 9) of soil microbial populations in the Blank group and the Experimental group, the changes in Family level relative species abundance between the two groups were analyzed.
As can be seen from Fig. 8, the differences in relative species abundance at Family level between samples from Blank group (K.B.1-K.B.8) and Experimental group (S.Y. 1-S.Y. 8) were more obvious. In experimental soil samples (S.Y.1-S.Y.8), Magnetospiraceae, Sphingomonadaceae, Oxalobacteraceae, The relative species abundance of Desulfuromonadaceae is significantly higher than that of blank soil samples (K.B.1-K.B.8). The relative species abundance of Magnetospiraceae in experimental soil samples (S.Y. 1-S.Y. 8) was 4.0%, 5.9%, 4.2%, 2.0%, 4.8%, 4.2%, 5.7%, 3.4% respectively. The relative species abundance of Sphingomonadaceae in experimental soil samples (S.Y. 1-S.Y. 8) was 0.6%, 0.5%, 0.5%, 6.5%, 1.4%, 0.7%, 0.6%, 0.9% respectively. The relative abundance of Sphingomonadaceae was 0 in K.B.3,K.B.4,K.B.5 and K.B.6 samples of Blank group, while the relative abundance of Sphingomonadaceae was extremely low in other samples. The relative species abundance of Oxalobacteraceae in Experimental group soil sample (S.Y. 1-S.Y. 8) was 0.1%, 0.1%, 0.3%, 7.8%, 0.1%, 0.3%, 0.3%, 0.4% respectively, and in Blank group soil sample (K.B.1-K.B.8), The relative abundance of Oxalobacteraceae was 0. The relative species abundance of Desulfuromonadaceae in Experimental group soil samples (S.Y. 1-S.Y. 8) was 2.0%, 4.1%, 1.2%, 0.6%, 3.2%, 8.1%, 2.3% and 1.4% respectively. (Table 8).
Table 8
Relative abundance of dominant flora species at soil sample Family level in Experimental group
Taxonomy
|
Magnetospiraceae
|
Paenibacillaceae
|
Sphingomonadaceae
|
Desulfuromonadaceae
|
Oxalobacteraceae
|
K.B.1
|
0.002383
|
0.000587
|
0.001209
|
0
|
0.000415
|
K.B.2
|
0
|
0.130432
|
0.033472
|
0
|
0
|
K.B.3
|
0.003282
|
0
|
0
|
0
|
0
|
K.B.4
|
0.002038
|
0.001105
|
0
|
0
|
0.000484
|
K.B.5
|
0.005285
|
0.000104
|
0
|
0.001002
|
0
|
K.B.6
|
0.002314
|
0.000104
|
0
|
0
|
0.000449
|
K.B.7
|
0.00867
|
0.000207
|
0.005389
|
0.004525
|
0.002867
|
K.B.8
|
0.005596
|
0.000138
|
0.001174
|
0.001727
|
0.000794
|
S.Y.1
|
0.040207
|
0.000104
|
0.005838
|
0.019206
|
0.001105
|
S.Y.2
|
0.058756
|
0.000138
|
0.002453
|
0.040794
|
0.001451
|
S.Y.3
|
0.042073
|
0.000207
|
0.005043
|
0.012055
|
0.002556
|
S.Y.4
|
0.019793
|
0.003351
|
0.065596
|
0.005907
|
0.078342
|
S.Y.5
|
0.048221
|
0.000242
|
0.013748
|
0.032332
|
0.000967
|
S.Y.6
|
0.042383
|
0.00076
|
0.006701
|
0.080587
|
0.002694
|
S.Y.7
|
0.057582
|
0.000173
|
0.005561
|
0.023247
|
0.002832
|
S.Y.8
|
0.034059
|
0.000415
|
0.009119
|
0.014128
|
0.003972
|
Desulfuromonadaceae,Pseudomonadaceae, Sphingomonadaceae in the Experimental group soil sample (S.Y.1-S.Y.8) can be clearly seen from Fig. 9. The species clustering of Acidithiobacillaceae was significantly higher than that of the Blank group (K.B.1-K.B.8). Pseudomonadaceae is one of the most important growth-promoting bacteria in plant rhizosphere.
Combined with the histogram of relative abundance of species at Family level and the cluster heat map of species at Family level, Sphingomonadaceae, Pseudomonadaceae and Desulfuromonadaceae are the dominant Family in the experimental group soil samples (R.S.1-R.S.8).
2.2.4 Analysis of species relative abundance differences at Genus level
According to the Genus level relative species abundance histogram (Fig. 10) and Genus level species clustering heat map (Fig. 11) of soil microbial populations in the Blank group and the Experimental group, the changes in Genus level relative species abundance between the two groups were analyzed.
The differences in species relative abundance between samples from Blank group (K.B.1-K.B.8) and Experimental group (S.Y. 1-S.Y. 8) were most obvious at Genus level. Fig. 10 shows that species relative abundance of Sphingomonas, Paenarthrobacter, Paenibacillus and Pseudomonas in Experimental soil sample (S.Y. 1-S.Y.8) is higher than that in blank soil sample (K.B.1-K.B.8). The relative abundance of Sphingomonas in experimental soil samples (S.Y. 1-S.Y. 8) was 0.3%, 0.3%, 0.3%, 5.7%, 0.5%, 0.5%, 0.3%, 0.6% respectively. While that in Blank sample K.B.3,K.B.4, K.B.5,K.B.6, K.B.8 was 0. The relative abundance of species in the other Blank groups was extremely low.
The relative abundance of Pseudomonas in experimental soil samples (S.Y. 1-S.Y. 8) was 1.7% in S.Y.1, followed by 1.0% in S.Y.5. The relative abundance of species in S.Y.4, S.Y.6, S.Y.7, and S.Y.8 were about 0.7%, 0.5%, 0.8%, and 0.8% respectively. The relative abundance of species in K.B.1 and K.B.2 samples of Blank group was 0, and the relative abundance of species in other Blank group samples was extremely low.
The relative species abundance of Paenibacillus in Experimental sample (S.Y. 1-S.Y. 8) was 0.3% in S.Y.4, while that in Blank sample K.B.1,K.B.3, K.B.5,K.B.6, K.B.7,K.B.8 was 0. The relative abundance of Paenibacillus species in K.B.2 was due to the heterogeneity of soil microbial population distribution (Table 9).
Table 9
Relative abundance of dominant flora species at soil sample Genus level in Experimental group
Taxonomy
|
Paenibacillus
|
Sphingomonas
|
Paenarthrobacter
|
Pseudomonas
|
K.B.1
|
0
|
0.001105
|
0
|
0
|
K.B.2
|
0.130432
|
0.033472
|
0
|
0
|
K.B.3
|
0
|
0.000484
|
0
|
0.001865
|
K.B.4
|
0.001105
|
0.000415
|
0
|
0.001762
|
K.B.5
|
0
|
0.000104
|
0.000173
|
0.000345
|
K.B.6
|
0
|
0.000242
|
0
|
0.00152
|
K.B.7
|
0
|
0.00487
|
0.001934
|
0.001796
|
K.B.8
|
0
|
0.00076
|
0.000484
|
0.000898
|
S.Y.1
|
0.000104
|
0.002902
|
0.00076
|
0.017168
|
S.Y.2
|
0.000138
|
0.000829
|
0.000518
|
0.00494
|
S.Y.3
|
0.000173
|
0.00228
|
0.001071
|
0.00677
|
S.Y.4
|
0.00304
|
0.056718
|
0.02829
|
0.006874
|
S.Y.5
|
0.000242
|
0.00456
|
0.00114
|
0.010501
|
S.Y.6
|
0.000725
|
0.004836
|
0.002487
|
0.005492
|
S.Y.7
|
0.000173
|
0.003212
|
0.002453
|
0.007634
|
S.Y.8
|
0.000276
|
0.00601
|
0.004076
|
0.007703
|
As can be seen from Fig. 11, the species clustering of Sphingomonas and Pseudomonas in the Experimental group (S.Y.1-S.Y.8) was significantly higher than that in the Blank group (K.B.1-K.B.8). Pseudomonas is an important growth-promoting bacterium in plant rhizosphere. At the same time, Staphylococcus was distributed in soil samples of both the Blank group and the Experimental group. Although Staphylococcus was a common pathogenic bacterium in soil, it was distributed in soil samples of both the Blank group and the Experimental group due to its good salt tolerance. Therefore, Staphylococcus is a common strain of soil samples of Blank group and Experimental group.
Combined with the histogram of relative abundance of species at the Genus level and the cluster heat map of species at the Genus level, Sphingomonas, Paenibacillus and Pseudomonas were the dominant species at the Genus level of soil samples from the Gxperimental group (S.Y. 1-S.Y.8). Staphylococcus was a common strain of soil samples from Blank group and Experimental group.
2.3 Ternaryplot analysis
In Order to find the differences of dominant Species among the three groups of samples at each classification level (Phylum, Class, Order, Family, Genus), the top 10 Species with average abundance at each classification level were selected to generate a Ternaryplot. In order to intuitively check the differences of dominant species among the three groups of samples at different classification levels(Hong et al, 2021). Ternaryplot analysis using the R software VCD Ternaryplot command(Brzosko et al, 2021). The three vertices in the figure represent three sample groups, and the circle represents species. The size of the circle is proportional to the relative abundance. The closer the circle is to the vertex, the higher the content of this species in this group(Marć et al, 2020). Here, the three classification levels with the largest difference in microbial population structure between the Experimental group and the Blank group were selected for comparative analysis: Phylum classification level, Order classification level and Genus classification level.
2.3.1 Ternaryplot analysis at the classification level of each sample Phylum
Ternaryplot analysis of classification level of each sample Phylum is shown in Fig. 12. Content of Desulfobacterota and Acidobacteriota in the samples of the Experimental group is significantly higher than that in the samples of the Blank group. Desulfobacterota and Acidobacteriota are the dominant genuses in each sample in the Experimental group.
2.3.2 Ternaryplot analysis at the classification level of each sample Order
Ternaryplot analysis of classification level of each sample Order is shown in Fig. 13. Desulfuromonadia and Rhodospirillales content in the samples of the Experimental group is significantly higher than that in the samples of the Blank group.
In addition, the content of Sphingomonadales in S.Y.4 was significantly higher than that in other Experimental groups, indicating that the content of Sphingomonadales reached the highest level in S.Y.4.
Desulfuromonadia, Rhodospirillales and Sphingomonadales were the dominant species in the Experimental group.
2.3.3 Ternaryplot analysis at the classification level of each sample Genus
Ternaryplot analysis of classification level of each sample Genus is shown in Fig. 14. The content of Sphingomonas in all samples in the Experimental group is significantly higher than that in the Blank group. The results showed that the dominant bacteria in the Experimental group was Sphingomonas.