Seasonal variation characteristics of soil C, N, and P contents in different land use types
Figure 1 shows that the soil C, N, and P contents of 6 different land use types in the study area show certain seasonal variations, and the C, N, and P contents in autumn are higher than those in spring. The variation range of C, N and P content in shrub grassland, dry land, economic fruit forest, sparse forest land, primary forest and waste grassland in spring are 18.49ཞ47.42g·kg− 1, 1.61ཞ4.06g·kg− 1, 0.52ཞ1.13g ·kg− 1, respectively. Among them, in the 0ཞ5cm soil layer, the C, N, and P contents of the primary forest are the highest, which are significantly higher than that of the other five land use types. The C, N, and P contents of the waste grassland are the lowest, which are roughly expressed as primary forest > sparse forest > shrub grassland > dry land > economic fruit forest > waste grassland. The soil layer of 5ཞ10cm and 10ཞ20cm also show a similar pattern. The variation range of C, N and P contents in shrub grassland, dry land, economic fruit forest, sparse forest, primary forest and waste grassland in autumn are 19.71ཞ48.68g·kg− 1, 1.74ཞ4.53 g·kg− 1, 0.66ཞ1.32g·kg− 1, respectively. In the soil layers of 0ཞ5cm, 5ཞ10cm, and 10ཞ20cm, the C, N and P contents of primary forest are the highest, which is significantly higher than that of shrub grassland, dry land, economic fruit forest and waste grassland. The C and N contents in the waste grassland are the lowest, and the P content in the shrub grassland is the lowest, which is significantly lower than that of the primary forest, sparse forest, and shrub grassland. In addition, the soil C, N, and P contents of 6 different land use types have a trend of decreasing with the increase of soil layers, with obvious surface accumulation characteristics, and the soil C, N, and P contents have significant differences between 0 ~ 5 cm and 10 ~ 20cm soil layers.
Seasonal variation characteristics of soil C, N, P stoichiometric ratios of different land use types
It can be seen from Fig. 2 that in the six different land use types, the spring soil C:N, C:P, and N:P of different soil layers vary from 10.05 ~ 14.03, 28.15 ~ 46.4, 2.52 ~ 4.15. Among the 0 ~ 20 cm soil the layers, dry land has the highest C:N, which is significantly higher than that of primary forest and sparse forest. The C:P and N:P of primary forest and shrub grassland are the highest, which are significantly higher than that of waste grassland. In autumn, the stoichiometric ratios of soil C:N, C:P, and N:P of 6 different land use types vary from 9.28 ~ 14.22, 24.23 ~ 46.17, 2.14 ~ 4.06, respectively. In the 0 ~ 20cm soil layer, dry land has the highest C:N and C:P, which are significantly higher than that of economic fruit forest and waste grassland. Shrub grassland has the highest N:P, and waste grassland has the lowest N:P, which are significantly lower than the N:P for 5 other land use types. In addition, the soil C:N and N:P of 6 different land use types show a decreasing trend with the increase of soil layer. In spring, the soil C:P shows a decreasing trend with the increase of soil layer. In autumn, it shows a trend of first increasing and then decreasing with the increase of soil layer. It shows that seasonal variations have a certain influence on the soil stoichiometry characteristics of different soil layers.
Correlation analysis of soil ecological stoichiometric characteristics and environmental factors of different land use types
It can be seen from Table 2 that the soil C, N, P of different karst land use types and their stoichiometric ratios have obvious correlations with their environmental factors. In spring, the C, N, and P contents of various soil use types are positive correlated with altitude and aspect, and the C, N content and N:P are extremely significantly positive correlated with landform, and they are negative correlated with slope, rock exposure rate, human activity intensity, and rocky desertification grade. Among them, the human activity intensity is extremely significantly negative correlated with the C, N, P contents and N:P. In autumn, the landform is significantly positive correlated with soil N and P content, and negative correlated with C:N. Slope, rock exposure rate, human activity intensity, and rocky desertification grade are mostly still negative correlated with the C, N, and P contents of each soil use type. Among them, rock exposure rate and rocky desertification grade are significantly negative correlated with soil C and N contents, and human activity intensity is extremely significantly negative correlated with soil N and P contents.
Table 2
Correlation analysis of soil ecological stoichiometry characteristics and environmental factors in different land use types
Seasons
|
Indicators
|
Altitude
|
Slope
|
Aspect
|
Rock exposure rate
|
Human activity intensity
|
Landforms
|
Rocky desertification grades
|
spring
|
C
|
0.184
|
-0.437*
|
0.174
|
-0.505*
|
-0.616**
|
0.523*
|
-0.485*
|
N
|
0.154
|
-0.287
|
0.251
|
-0.439
|
-0.666**
|
0.609**
|
-0.324
|
P
|
0.289
|
-0.288
|
0.292
|
-0.498*
|
-0.585*
|
0.429
|
-0.416
|
C:N
|
0.042
|
-0.385
|
-0.265
|
-0.050
|
0.376
|
-0.448
|
-0.320
|
C:P
|
-0.084
|
-0.430
|
-0.064
|
-0.179
|
-0.282
|
0.241
|
-0.252
|
N:P
|
-0.095
|
-0.191
|
0.109
|
-0.157
|
-0.509*
|
0.512*
|
-0.059
|
autumn
|
C
|
0.291
|
-0.519*
|
0.122
|
-0.620**
|
-0.379
|
0.412
|
-0.581*
|
N
|
0.224
|
-0.266
|
0.114
|
-0.376
|
-0.613**
|
0.608**
|
-0.348
|
P
|
0.379
|
-0.130
|
0.210
|
-0.510*
|
-0.611**
|
0.535*
|
-0.486*
|
C:N
|
0.038
|
-0.313
|
-0.033
|
-0.325
|
0.639**
|
-0.589*
|
-0.314
|
C:P
|
-0.133
|
-0.535*
|
-0.139
|
-0.075
|
0.270
|
-0.145
|
-0.144
|
N:P
|
-0.153
|
-0.217
|
-0.118
|
0.170
|
-0.196
|
0.288
|
0.107
|
Redundant analysis of soil ecological stoichiometry characteristics and environmental factors of different land use types
As shown in Table 3, the importance of environmental factors to the soil C, N, P and their stoichiometric ratios in different land use types is ranked as follows: in spring, human activity intensity > landform > slope > rock exposure rate > rocky desertification grade > aspect > altitude, among which influence of human activity intensity and landform on soil C, N, P and their stoichiometric ratios reach a significant level (P < 0.05), and the explanatory variable are 29.1% and 21.8%, respectively. In autumn, human activity intensity > landform > slope > rock exposure rate > rocky desertification grade > altitude > aspect, among which the influence of human activity intensity, landform and slope on soil C, N, P and their stoichiometric ratios reach a significant level (P < 0.05), the explanatory variables are 19.9%, 18.7%, and 17.5%, respectively.
Table 3
Importance ranking and significance testing in explanatory variable of environmental factors
Season
|
Environmental factors
|
Importance ranking
|
explanatory variable(%)
|
Importance(F)
|
Significance(P)
|
spring
|
human activity intensity
|
1
|
29.1
|
6.6
|
0.018
|
landforms
|
2
|
21.8
|
4.5
|
0.028
|
slope
|
3
|
17.3
|
3.3
|
0.074
|
rock exposure rate
|
4
|
14.5
|
2.7
|
0.096
|
rocky desertification grades
|
5
|
13.2
|
2.4
|
0.102
|
aspect
|
6
|
4.2
|
0.7
|
0.474
|
altitude
|
7
|
1.7
|
0.3
|
0.736
|
autumn
|
human activity intensity
|
1
|
19.9
|
4
|
0.022
|
landforms
|
2
|
18.7
|
3.7
|
0.038
|
slope
|
3
|
17.5
|
3.4
|
0.042
|
rock exposure rate
|
4
|
16.7
|
3.2
|
0.054
|
rocky desertification grades
|
5
|
15.1
|
2.8
|
0.064
|
altitude
|
6
|
4.6
|
0.8
|
0.482
|
aspect
|
7
|
1.5
|
0.2
|
0.86
|
From the biplots of RDA (Fig. 3), in spring and autumn, the arrow lines of human activity intensity, landform, and slope are the longest, showing that these three environmental factors can play a good role in explaining variation in soil C, N, P and their stoichiometric ratios, the same as the importance ranking results in Table 3. Among them, the angles between the human activity intensity, slope, rock exposure rate, rocky desertification grade and soil C, N, P, etc. are mostly obtuse angles, showing a negative correlation; the angles between landform, aspect, altitude and soil C, N, P are complementary angles, showing a positive correlation; and the arrow between aspect and altitude is the shortest, indicating that it has little influence on the variations of soil C, N, P and their stoichiometric ratios.