Submitted:
23 December 2023
Posted:
25 December 2023
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Abstract
Keywords:
1. Introduction
Materials and Methods
2.1. Material
2.1.1. Climatic conditions
2.1.2. Geologic setting

2.1.3. Topography

2.1.4. Vegetation and human impact

2.2. Methods
2.1.1. Soil and Parent Materials Physical and Chemical Analysis
2.2.2. Statistical Analyses
3. Results
| No | Horizon | pH | EC | CaCO3 % |
SOM % |
K cmolc kg-1 |
Ca cmolc kg-1 | Mg cmolc kg-1 | Na cmolc kg-1 | CEC cmolc kg-1 |
S % |
Si % |
C % |
Texture |
| 1 | C | 7.2 | 1.76 | 3.8 | 0.1 | 0.3 | 3.6 | 3.0 | 2.4 | 9.5 | 44 | 34 | 22 | CL |
| 2 | C | 7.5 | 0.26 | 5.2 | 0.7 | 0.1 | 12.3 | 0.7 | 0.2 | 9.7 | 65 | 18 | 17 | SL |
| 3 | A | 7.6 | 0.28 | 8.8 | 0.6 | 0.1 | 11.2 | 1.2 | 0.1 | 8.4 | 55 | 14 | 31 | SL |
| 4 | C | 6.9 | 0.28 | 3.2 | 0.05 | 0.1 | 4.7 | 2.2 | 0.5 | 11.0 | 66 | 14 | 20 | SL |
| 5 | A | 7.3 | 0.35 | 4.0 | 4.3 | 0.7 | 10.1 | 1.8 | 0.1 | 20.0 | 55 | 16 | 29 | SL |
| 6 | C1 | 7.1 | 0.62 | 3.6 | 0.3 | 0.2 | 8.9 | 1.6 | 0.3 | 14.0 | 53 | 14. | 33 | SL |
| 7 | C2 | 7.2 | 0.56 | 2.4 | 0.3 | 0.1 | 8.4 | 2.3 | 0.3 | 15.0 | 49 | 16 | 35 | L |
| 8 | C | 4.1 | 1.50 | 3.4 | 11 | 0.1 | 1.6 | 2.2 | 0.5 | 9.0 | 52 | 21 | 27 | SCL |
| 9 | Cm | 6.8 | 0.19 | 3.8 | 0.7 | 0.1 | 2.3 | 1.2 | 0.2 | 7.0 | 63 | 13 | 24 | SL |
| 10 | C | 7.5 | 3.89 | 2.6 | 0.5 | 0.3 | 4.6 | 2.23 | 6.9 | 8.3 | 40 | 24 | 36 | L |
| 11 | C | 8.1 | 0.26 | 3.8 | 0.9 | 0.1 | 6.0 | 1.43 | 0.5 | 5.0 | 49 | 14 | 37 | L |
| 12 | A | 8.3 | 0.47 | 4.2 | 0.4 | 0.1 | 1.0 | 0.2 | 2.7 | 5.0 | 53 | 15 | 32 | SL |
| 13 | C | 7.6 | 0.20 | 6.8 | 0.4 | 0.3 | 7 | 0.4 | 0.1 | 4.0 | 85 | 7 | 8 | LS |
| 14 | C | 6.1 | 0.25 | 4.8 | 0.6 | 0.1 | 1.8 | 0.3 | 0 | 8.0 | 17 | 55 | 28 | SL |
| 15 | C | 6.0 | 0.25 | 4.1 | 0.6 | 0.1 | 1.0 | 0.05 | 0.1 | 4.0 | 7 | 63 | 30 | SL |
| 16 | C | 6.5 | 0.21 | 4.8 | 0.6 | 0.07 | 2.6 | 0.1 | 0,1 | 3.0 | 9 | 71 | 20 | SL |
| Minimum | Maximum | Mean | SD | Variance | Skewness | Kurtosis | |
| pH | 4,1 | 8,30 | 6,988 | 0,9939 | 0,988 | -1,664 | 4,059 |
| EC | 0,19 | 3,89 | 0,7081 | 0,96731 | 0,936 | 2,769 | 8,192 |
| CaCO3 | 2,4 | 8,80 | 4,331 | 1,5852 | 2,513 | 1,714 | 3,587 |
| SOM | 0,05 | 11,00 | 1,3781 | 2,74584 | 7,540 | 3,326 | 11,464 |
| K | 0,07 | 0,70 | 0,1794 | 0,16126 | 0,026 | 2,545 | 7,287 |
| Ca | 1,00 | 12,30 | 5,4438 | 3,78963 | 14,361 | 0,480 | -1,123 |
| Mg | 0,05 | 3,00 | 1,3069 | 0,93572 | 0,876 | 0,102 | -1,212 |
| Na | 0,00 | 6,90 | 0,9375 | 1,78246 | 3,177 | 2,896 | 8,949 |
| CEC | 3,00 | 20,00 | 8,8062 | 4,54598 | 20,666 | 1,020 | 1,087 |
| Sand | 7,0 | 85,00 | 47,62 | 20,998 | 440,917 | -0,703 | 0,418 |
| Silt | 7,0 | 71,00 | 25,56 | 19,691 | 387,729 | 1,541 | 1,083 |
| Clay | 8,0 | 37,00 | 26,81 | 7,867 | 61,896 | -0,859 | 0,568 |
| pH | EC | CaCO3 | SOM | K | Ca | Mg | Na | CEC | Sand | Silt | Clay | |
| pH | 1 | -0,067 | 0,203 | -,711** | 0,200 | 0,446 | -0,067 | 0,257 | 0,018 | 0,359 | -0,419 | 0,091 |
| EC | -0,067 | 1 | -0,400 | 0,158 | 0,229 | -0,155 | 0,543* | 0,901** | 0,063 | -0,078 | -0,036 | 0,297 |
| CaCO3 | 0,203 | -0,400 | 1 | -0,148 | -0,064 | 0,361 | -0,471 | -0,352 | -0,306 | 0,178 | -0,038 | -0,380 |
| SOM | -0,711** | 0,158 | -0,148 | 1 | 0,157 | -0,142 | 0,251 | -0,120 | 0,208 | 0,067 | -0,091 | 0,048 |
| K | 0,200 | 0,229 | -0,064 | 0,157 | 1 | 0,327 | 0,311 | 0,180 | 0,590* | 0,223 | -0,222 | -0,040 |
| Ca | 0,446 | -0,155 | 0,361 | -0,142 | 0,327 | 1 | 0,189 | -0,209 | 0,552* | 0,494 | -0,510* | -0,042 |
| Mg | -0,067 | 0,543* | -0,471 | 0,251 | 0,311 | 0,189 | 1 | 0,334 | 0,591* | 0,304 | -0,421 | 0,243 |
| Na | 0,257 | 0,901** | -0,352 | -0,120 | 0,180 | -0,209 | 0,334 | 1 | -0,083 | -0,051 | -0,074 | 0,322 |
| CEC | 0,018 | 0,063 | -0,306 | 0,208 | 0,590* | 0,552* | 0,591* | -0,083 | 1 | 0,269 | -0,387 | 0,250 |
| Sand | 0,359 | -0,078 | 0,178 | 0,067 | 0,223 | 0,494 | 0,304 | -0,051 | 0,269 | 1 | -0,927** | -0,348 |
| Silt | -0,419 | -0,036 | -0,038 | -0,091 | -0,222 | -,510* | -0,421 | -0,074 | -0,387 | -0,927** | 1 | -0,028 |
| Clay | 0,091 | 0,297 | -0,380 | 0,048 | -0,040 | -0,042 | 0,243 | 0,322 | 0,250 | -0,348 | -0,028 | 1 |

3. Discussion
4. Conclusions
Acknowledgments
Declaration of Competing Interest
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| Component | 1 | 2 | 3 | 4 |
| Total | 3,360 | 2,915 | 1,903 | 1,236 |
| % of Variance | 27,996 | 24,290 | 15,861 | 10,299 |
| Cumulative % | 27,996 | 52,287 | 68,148 | 78,446 |
| Na | 0,937 | 0,236 | ||
| EC | 0,931 | |||
| CaCO3 | -0,562 | -0,286 | 0,341 | 0,269 |
| CEC | 0,957 | -0,117 | ||
| Ca | -0,314 | 0,613 | 0,404 | 0,364 |
| K | 0,134 | 0,608 | 0,172 | |
| Mg | 0,546 | 0,586 | 0,218 | -0,250 |
| Sand | 0,237 | 0,943 | ||
| Silt | -0,122 | -0,412 | -0,796 | -0,129 |
| Clay | 0,378 | 0,398 | -0,524 | 0,150 |
| pH | 0,143 | 0,269 | 0,917 | |
| SOM | 0,164 | 0,116 | -0,880 | |
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