Submitted:
08 May 2025
Posted:
08 May 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Soil Sampling and Determination of Basic Soil Properties
2.3. Laboratory Analysis
2.3.1. Fractionation of Boron
2.4. Statistical Analysis
3. Results
3.1. Effect of Altitudinal Deviation on Soil Separates
3.2. Effect of Altitudinal Deviation on Soil Chemical Attributes
3.3. Effect of Altitudinal Deviation on Boron Fraction
3.2. Figures, Tables and Schemes





| Sl. No. | Block | Parameters | Mean | Median | Variance | Minimum | Maximum | Standard Deviation (SD | Skewness | Kurtosis | Coefficient of Variance (CV %) |
| 1 | Churachandpur | Sand % | 35.72 | 32.55 | 80.17 | 18.12 | 52.3 | 8.95 | 0.01 | 0.21 | 25.06 |
| Silt % | 22.62 | 22.5 | 26.24 | 5.12 | 11.26 | 32.08 | -0.33 | 1.40 | 141.82 | ||
| Clay % | 41.66 | 41.13 | 67.56 | 8.13 | 27.70 | 58.59 | 0.32 | 0.20 | 140.64 | ||
| pH | 5.48 | 5.60 | 0.40 | 0.63 | 4.64 | 6.43 | 0.05 | -1.63 | 117.34 | ||
| EC (dS/m) | 0.12 | 0.12 | 0.001 | 0.04 | 0.08 | 0.12 | 0.76 | 0.03 | 100.00 | ||
| OC (%) | 1.18 | 0.98 | 0.39 | 0.63 | 0.52 | 2.61 | 1.08 | 0.72 | 221.19 | ||
| CEC (cmolc/kg) | 14.21 | 13.89 | 3.47 | 1.86 | 11.28 | 18.88 | 1.09 | 2.68 | 132.86 | ||
| Avail. B (mg/kg) | 0.95 | 0.99 | 0.17 | 0.42 | 0.40 | 1.79 | 0.54 | -0.18 | 188.42 | ||
| RS-B (mg/kg) | 0.81 | 0.73 | 0.08 | 0.28 | 0.51 | 1.59 | 2.02 | 4.96 | 196.30 | ||
| SA-B(mg/kg) | 0.87 | 0.81 | 0.13 | 0.36 | 0.46 | 2.01 | 2.88 | 9.76 | 231.03 | ||
| OX-B(mg/kg) | 12.32 | 10.94 | 8.04 | 2.84 | 10.09 | 18.71 | 1.84 | 2.24 | 151.87 | ||
| OR-B (mg/kg) | 16.15 | 16.84 | 30.33 | 5.51 | 6.12 | 27.03 | 0.23 | 0.38 | 167.37 | ||
| RES-B (mg/kg) | 61.6 | 58.47 | 337.23 | 18.36 | 41.54 | 101.87 | 0.79 | 0.07 | 165.37 | ||
| 2 | Singhat | Sand % | 31.25 | 29.25 | 71.36 | 8.45 | 21.8 | 50.3 | 1.34 | 2.09 | 160.96 |
| Silt % | 23.5 | 26.04 | 36.43 | 6.04 | 12.10 | 29.57 | -0.93 | -0.37 | 125.83 | ||
| Clay % | 45.25 | 43.94 | 45.82 | 6.77 | 36.91 | 56.01 | 0.46 | -1.07 | 123.78 | ||
| pH | 5.71 | 5.81 | 0.39 | 0.62 | 4.77 | 6.66 | -0.22 | -0.67 | 116.64 | ||
| EC (dS/m) | 0.13 | 0.12 | 0.001 | 0.03 | 0.08 | 0.20 | 1.33 | 2.51 | 153.85 | ||
| OC (%) | 1.07 | 0.99 | 0.16 | 0.4 | 0.58 | 1.97 | 1.32 | 2.41 | 184.11 | ||
| CEC (cmolc/kg) | 13.75 | 14.17 | 3.14 | 1.77 | 10.2 | 15.92 | -0.96 | 0.36 | 115.78 | ||
| Avail. B (mg/kg) | 0.64 | 0.44 | 0.14 | 0.38 | 0.25 | 1.19 | 0.58 | -1.71 | 185.94 | ||
| RS-B (mg/kg) | 0.83 | 0.84 | 0.01 | 0.07 | 0.74 | 0.96 | 0.34 | -0.32 | 115.66 | ||
| SA-B(mg/kg) | 0.62 | 0.64 | 0.01 | 0.11 | 0.4 | 0.77 | -0.69 | -0.04 | 124.19 | ||
| OX-B(mg/kg) | 13.88 | 12.94 | 6.29 | 2.51 | 11.37 | 19.77 | 1.59 | 2.75 | 142.44 | ||
| OR-B (mg/kg) | 18.24 | 19.12 | 23.24 | 4.82 | 8.62 | 23.32 | -1.12 | 0.53 | 127.85 | ||
| RES-B (mg/kg) | 50.53 | 51.49 | 45.34 | 6.73 | 39.47 | 60.67 | -0.35 | -0.23 | 120.07 | ||
| 3 | Henglep | Sand % | 38.99 | 40.05 | 87.93 | 9.38 | 21.5 | 48.12 | -1.09 | 1.07 | 123.42 |
| Silt % | 20.46 | 20.19 | 23.27 | 4.82 | 11.25 | 25.06 | -1.67 | 1.73 | 122.48 | ||
| Clay % | 40.56 | 35.2 | 85.01 | 9.22 | 31.69 | 53.7 | 0.84 | -1.33 | 132.40 | ||
| pH | 5.15 | 4.86 | 0.64 | 0.80 | 4.35 | 6.39 | 0.76 | -1.11 | 124.08 | ||
| EC (dS/m) | 0.11 | 0.11 | 0.001 | 0.03 | 0.07 | 0.16 | 0.66 | 0.13 | 145.45 | ||
| OC (%) | 1.02 | 1.06 | 0.09 | 0.29 | 0.54 | 1.44 | -0.3 | 0.24 | 141.18 | ||
| CEC (cmolc/kg) | 14.50 | 13.79 | 3.95 | 1.99 | 12.63 | 18.11 | 1.17 | 0.56 | 124.90 | ||
| Avail. B (mg/kg) | 0.47 | 0.43 | 0.03 | 0.18 | 0.30 | 0.84 | 1.57 | 3.12 | 178.72 | ||
| RS-B (mg/kg) | 0.81 | 0.78 | 0.04 | 0.19 | 0.57 | 1.02 | 0.00 | -2.24 | 125.93 | ||
| SA-B(mg/kg) | 0.84 | 0.82 | 0.01 | 0.22 | 0.66 | 1.03 | 0.21 | 0.37 | 122.62 | ||
| OX-B(mg/kg) | 13.51 | 12.86 | 8.86 | 2.98 | 10.00 | 17.32 | 0.25 | -2.01 | 128.20 | ||
| OR-B (mg/kg) | 15.48 | 16.32 | 24.71 | 4.97 | 6.98 | 20.17 | -1.02 | -0.25 | 130.30 | ||
| RES-B (mg/kg) | 57.78 | 53.13 | 270.08 | 16.43 | 45.24 | 92.08 | 1.91 | 3.77 | 159.36 |
| Sl. No. | Block | Sand (%) | Silt (%) | Clay (%) | Texture | pH | EC (dS/m) |
OC (%) | CEC (cmolc/kg) |
Boron (mg/kg) |
| 1 | Churachandpur | 35.72±8.95 | 22.62±5.12 | 41.66±8.22 | Clay | 5.48±0.63 | 0.12±0.04 | 1.18±0.62 | 14.20±1.86 | 1.10±0.37a |
| 2 | Singhat | 31.25±8.45 | 23.50±6.04 | 45.25±6.77 | Clay | 5.71±0.62 | 0.13±0.03 | 1.07±0.40 | 13.75±1.77 | 0.64±0.38a |
| 3 | Henglep | 38.99±9.38 | 20.46±4.82 | 40.56±9.22 | Clay | 5.15±0.80 | 0.11±0.03 | 1.01±0.29 | 13.50±1.99 | 0.47±0.18b |
| F-value | 1.64 | 0.67 | 0.87 | 1.45 | 0.68 | 0.28 | 0.35 | 9.49 | ||
| P-value | 0.16ns | 0.45ns | 0.42ns | 0.18ns | 0.47ns | 0.76ns | 0.66ns | <0.001*** |
| Sl. No. | Blocks | Readily soluble boron (RS-B) |
Specifically adsorbed boron (SA-B) | Oxide bound boron (OX-B) |
Organically bound boron (OR-B) | Residual boron (RES-B) |
| (mg/kg) | ||||||
| 1 | Churachandpur | 0.81±0.28 | 0.87±0.36 | 12.32±2.84 | 16.15±5.51 | 61.50±18.36 |
| 2 | Singhat | 0.83±0.07 | 0.62±0.11 | 13.88±2.51 | 18.24±4.82 | 50.34±6.73 |
| 3 | Henglep |
0.81±0.19 | 0.84±0.12 | 13.51±2.98 | 15.48±4.97 | 57.78±16.43 |
| F-value | 0.03 | 3.07 | 0.99 | 0.71 | 1.55 | |
| P-value | 0.97ns | 0.09ns | 0.45ns | 0.49ns | 0.26ns | |
| Soil parameters | PC1 | PC2 | ||
| Factor loading 1 | Contribution 1 | Factor loading 2 | Contribution 2 | |
| pH | -0.39 | 15.31 | 0.03 | 0.09 |
| EC | 0.39 | 15.31 | 0.23 | 5.32 |
| OC | -0.35 | 12.33 | -0.36 | 13.04 |
| CEC | -0.30 | 9.06 | -0.29 | 8.46 |
| Sand | 0.47 | 22.23 | -0.29 | 8.46 |
| Silt | -0.15 | 2.26 | 0.64 | 41.22 |
| Clay | -0.44 | 19.48 | -0.10 | 1.01 |
| Avail. B | 0.20 | 4.03 | -0.48 | 23.19 |
| F1 | F2 | |||
| Eigen values | 1.78 | 1.22 | ||
| Variance (%) | 39.7% | 18.45% | ||
| Cumulative variance (%) | 39.7% | 58.19% | ||
| Soil parameters | PC1 | PC2 | ||
| Factor loading 1 | Contribution 1 | Factor loading 2 | Contribution 2 | |
| RS-B | 0.46 | 21.35 | 0.09 | 0.82 |
| SA-B | 0.30 | 9.08 | 0.29 | 8.49 |
| OX-B | 0.36 | 13.08 | 0.56 | 31.65 |
| OR-B | 0.32 | 10.33 | 0.35 | 12.36 |
| RES-B | 0.42 | 17.80 | -0.58 | 33.95 |
| T-B | 0.53 | 28.35 | -0.37 | 13.82 |
| F1 | F2 | |||
| Eigen values | 1.65 | 1.20 | ||
| Variance (%) | 45.32% | 24.05% | ||
| Cumulative variance (%) | 45.32% | 59.36% | ||
4. Discussion
4.1. Influence of Altitudinal Deviation on the Distribution of Physico-Chemical Properties
4.2. Influence of Altitudinal Deviation on Distribution of Boron Fraction
4.3. Co-Relation Between Boron Fractions with Soil Properties of Churachandpur District, Manipur
4.4. PCA-Based Interpretation of Significant Soil Physico-Chemical Properties in Churachandpur District of Manipur
4.5. PCA-Based Interpretation of Significant Boron Fractions or Variant in Churachandpur District of Manipur
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| RAS-B | Readily soluble boron |
| SA-B | Specifically adsorbed boron |
| OX-B | Oxide bound boron |
| OR-B | Organically bound boron |
| RS-B | Residual boron |
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