Submitted:
08 August 2025
Posted:
13 August 2025
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Abstract
Keywords:
Introduction
Materials and Methods
AAS Analysis of the Sediment Samples
Results and Discussion
| A | B | C | D | E | Mean & std | |
|---|---|---|---|---|---|---|
| Pb | `0.447 | 0.280 | 0.320 | 0.255 | 0.218 | 0.304 ± 0.13 |
| Hg | 0.597 | 0.754 | 0.225 | 0.263 | 0.375 | 0.387 ± 0.15 |
| Cd | 0.818 | 0.195 | 0.564 | 0.704 | 0.014 | 0.459 ± 0.34 |
| Mn | 5.764 | 5.493 | 4.277 | 3.437 | 3.504 | 4.495 ± 1.09 |
| Fe | 19.887 | 18.464 | 21.377 | 18.815 | 18.220 | 19.353 ± 1.30 |
| As | 3.389 | 2.66 | 3.311 | 2.584 | 3.760 | 3.141 ± 0.51 |
| A | B | C | D | E | Mean & std deviation | |
|---|---|---|---|---|---|---|
| Pb | 0.206 | 0.127 | 0.119 | 0.203 | 0.010 | 0.133 ± 0.08 |
| Hg | 0.370 | 0.189 | 0.400 | 0.603 | 0.00 | 0.303 ± 0.03 |
| Cd | 0.065 | 0.043 | 0.045 | 0.108 | 0.041 | 0.060 ± 0.03 |
| Mn | 3.378 | 3.968 | 3.427 | 3.268 | 2.433 | 3.295 ± 0.55 |
| Fe | 43.139 | 44.913 | 43.913 | 44.632 | 44.556 | 44.297 ± 2.5 |
| As | 0.260 | 0.260 | 0.300 | 0.200 | 0.190 | 0.240 ± 0.05 |
| Metals | Present Study | aAladja river Sediment |
bEvbiob sediment |
PEC | USEPA |
|---|---|---|---|---|---|
| Pb | 0.304 | 0.25 | 0.10 | 12.8 | 30.2 |
| Hg | 0.387 | - | - | - | - |
| Cd | 0.459 | 0.96 | 0.05 | 5.0 | 0.68 |
| Mn | 4.495 | 2.05 | 6.27 | - | 15.9 |
| Fe | 19.353 | 6.48 | 49.65 | 20.03 | - |
| As | 3.141 | - | - | - | - |
Pollution Index Models
Contamination Factor (Cf)

| A | B | C | D | E | Mean | |
|---|---|---|---|---|---|---|
| Pb | 0.005 | 0.003 | 0.004 | 0.003 | 0.003 | 0.004 |
| Hg | 0.006 | 0.008 | 0.002 | 0.003 | 0.004 | 0.005 |
| Cd | 1.02 | 0.243 | 0.705 | 0.885 | 0.002 | 0.571 |
| Mn | 0.007 | 0.006 | 0.005 | 0.004 | 0.004 | 0.005 |
| Fe | 0.0005 | 0.0005 | 0.0006 | 0.0005 | 0.0005 | 0.0005 |
| As | 3.40 | 2.66 | 3.31 | 2.58 | 3.76 | 3.14 |
| A | B | C | D | E | Mean | |
|---|---|---|---|---|---|---|
| Pb | 0.002 | 0.002 | 0.004 | 0.002 | 0.001 | 0.002 |
| Hg | 0.004 | 0.002 | 0.004 | 0.006 | 0 | 0.003 |
| Cd | 0.08 | 0.050 | 0.056 | 0.135 | 0.051 | 0.074 |
| Mn | 0.004 | 0.005 | 0.004 | 0.004 | 0.003 | 0.004 |
| Fe | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 |
| As | 0.260 | 0.260 | 0.300 | 0.200 | 0.190 | 0.240 |

Geoaccumulation Index (I-geo)

| A | B | C | D | E | Mean | |
|---|---|---|---|---|---|---|
| Pb | 0.004 | 0.003 | 0.003 | 0.003 | 0.002 | 0.003 |
| Hg | 0.016 | 0.020 | 0.006 | 0.007 | 0.010 | 0.012 |
| Cd | 0.547 | 0.130 | 0.377 | 0.471 | 0.009 | 0.307 |
| Mn | 1.3 x10-3 | 1.3 x10-3 | 1.0 x10-3 | 8.1 x10-4 | 8.2 x10-4 | 0.001 |
| Fe | 8.454 x10-5 | 7.850 x10-5 | 9.088 x10-5 | 8.00 x10-5 | 7.746 x10-5 | 8.230 x10-5 |
| As | 0.05 | 0.041 | 0.051 | 0.040 | 0.058 | 0.048 |
| A | B | C | D | E | Mean | |
|---|---|---|---|---|---|---|
| Pb | 0.002 | 0.001 | 0.001 | 0.002 | 0.0001 | 0.001 |
| Hg | 0.010 | 0.005 | 0.010 | 0.016 | 0 | 0.008 |
| Cd | 0.043 | 0.029 | 0.030 | 0.072 | 0.027 | 0.040 |
| Mn | 7.97.97 x10-4 | 9.37 x10-4 | 8.09 x10-4 | 7.71x10-4 | 5.74 x10-4 | 7.77 x 10-4 |
| Fe | 1.83 x10-4 | 1.91 x10-4 | 1.87 x10-4 | 1.89x10-4 | 1.89 x10-4 | 1.88x10-4 |
| As | 0.004 | 0.004 | 0.005 | 0.003 | 0.003 | 0.004 |
Discussion
Conclusions
Author Contributions
References
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