Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Sample Collection and Preparation
2.3. Laboratory Analysis
2.4. Data Treatment
2.4.1. Geoaccumulation Index (Igeo)
2.4.2. Pollution Index and Pollution Load Index
2.4.3. Human Health Risk Assessment
2.5. Inverse Distance Weighted (IDW) for Spatial Variability
2.6. Analytical Framework
3. Results and Discussion
3.1. Concentration Characteristics Analysis in the Soils
3.2. Spatial Distribution Characteristics Analysis
3.3. Evaluation Results Analysis
3.3.1. Multivariate Analysis
3.3.2. Geoaccumulation Index (Igeo)
3.3.3. Pollution Index (PI) and Pollution Load Index (PLI)
3.3.4. Human Health Risk Assessment in the Soils at the Petaquilla Mine
- Risk to human health from exposure to PTEs
- Risk to human health from exposure to TPHs
3.4. The Present the Implications for Site Restoration
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| DHA | dehydrogenase activity |
| Igeo | index of geoaccumulation |
| PLI | pollution load index |
| TPHs | total petroleum hydrocarbons |
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| Assessment Methods | Level | Description |
|---|---|---|
| Igeo | 0 ≥ Igeo | Not polluted |
| 0 < Igeo ≤ 1 | Not polluted to moderately polluted | |
| 1 < Igeo ≤ 2 | Moderately polluted | |
| 2 < Igeo ≤ 3 | Moderately to strongly polluted | |
| 3 < Igeo ≤ 4 | Strongly polluted | |
| 4 < Igeo ≤ 5 | Strongly polluted to extremely polluted | |
| Igeo > 5 | Extremely polluted | |
| PLI | 1 > PLI | Not Polluted |
| 1 ≤ PLI < 2 | Slightly Polluted | |
| 2 ≤ PLI < 3 | Moderately Polluted | |
| PLI ≥ 3 | Considerably Polluted |
| pH | EC | OM | DHA | TPHs | As | Ba | Cd | Cu | Hg | Sb | Pb | Zn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| µS cm−1 | % | µgTPFg−1d−1 | mg kg−1 | ng g−1 | mg kg−1 | ||||||||
| n | 31 | 31 | 31 | 15 | 12 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 |
| Min | 5.08 | 10.67 | 0.50 | 0.40 | 42.37 | 0.36 | 374.85 | 0.06 | 56.80 | 1.50 | 0.89 | 8.50 | 47.29 |
| Mean | 6.83 | 177.82 | 7.03 | 32.44 | 6182 | 3.31 | 837.01 | 1.00 | 155.85 | 34.15 | 16.96 | 264.84 | 375.19 |
| p95 | 8.11 | 354.83 | 18.66 | 65.17 | 31,408 | 6.44 | 1174.72 | 1.96 | 316.43 | 99.01 | 22.72 | 123.30 | 1448.83 |
| Max | 8.20 | 591.00 | 22.85 | 79.62 | 54,844 | 7.47 | 1898.27 | 2.23 | 553.97 | 152.50 | 30.90 | 7088.27 | 2684.06 |
| SD | 0.85 | 125.11 | 5.28 | 23.12 | 15,690 | 2.25 | 284.42 | 0.62 | 99.57 | 33.79 | 5.17 | 1289.10 | 577.95 |
| Clay (%) | Silt (%) | Sand (%) | |
|---|---|---|---|
| Min | 3.08 | 7.93 | 24.56 |
| Mean | 12.02 | 24.03 | 63.95 |
| p95 | 31.37 | 37.93 | 82.34 |
| Max | 37.66 | 44.58 | 86.63 |
| SD | 8.50 | 9.59 | 16.24 |
| Variable | PC1 | PC2 | PC3 |
|---|---|---|---|
| pH | −0.356 | 0.287 | −0.128 |
| EC | −0.111 | 0.155 | −0.101 |
| OM | 0.304 | −0.31 | −0.124 |
| DHA | 0.338 | −0.133 | 0.074 |
| TPHs | 0.387 | −0.203 | −0.155 |
| Cu | −0.259 | −0.459 | −0.009 |
| Zn | −0.061 | −0.523 | 0.131 |
| Hg | −0.083 | 0.045 | −0.692 |
| Cd | −0.03 | −0.196 | −0.618 |
| Sb | −0.437 | −0.144 | 0.202 |
| Ba | −0.407 | −0.015 | −0.092 |
| Pb | −0.262 | −0.439 | 0.013 |
| Eigenvalues | 3.94 | 3.27 | 1.68 |
| Loadings | 32.80 | 27.22 | 13.97 |
| Cumulative loadings | 32.80 | 60.02 | 73.99 |
| PI Cd | PI Cu | PI Hg | PI Sb | PI Pb | PI Zn | PLI | |
|---|---|---|---|---|---|---|---|
| Min | 0.038 | 0.427 | 0.001 | 0.049 | 0.356 | 0.367 | 0.262 |
| Mean | 0.940 | 1.172 | 0.648 | 0.941 | 11.075 | 2.915 | 0.980 |
| p95 | 2.315 | 2.380 | 1.778 | 1.261 | 5.156 | 11.255 | 1.651 |
| Max | 2.692 | 4.167 | 3.190 | 1.715 | 296.429 | 20.851 | 6.077 |
| SD | 0.823 | 0.749 | 0.676 | 0.287 | 53.910 | 4.490 | 1.036 |
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Gonzalez-Valoys, A.C.; Segundo, F.; Zambrano-Anchundia, J.L.; Jiménez-Oyola, S.; Gallego, J.R.; García-Ordiales, E.; Arrocha, J.; Lloyd, J.; García-Navarro, F.J.; Higueras, P. Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration. Minerals 2026, 16, 522. https://doi.org/10.3390/min16050522
Gonzalez-Valoys AC, Segundo F, Zambrano-Anchundia JL, Jiménez-Oyola S, Gallego JR, García-Ordiales E, Arrocha J, Lloyd J, García-Navarro FJ, Higueras P. Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration. Minerals. 2026; 16(5):522. https://doi.org/10.3390/min16050522
Chicago/Turabian StyleGonzalez-Valoys, Ana C., Felipe Segundo, Johanna L. Zambrano-Anchundia, Samantha Jiménez-Oyola, José R. Gallego, Efrén García-Ordiales, Jonatha Arrocha, Javier Lloyd, Francisco Jesús García-Navarro, and Pablo Higueras. 2026. "Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration" Minerals 16, no. 5: 522. https://doi.org/10.3390/min16050522
APA StyleGonzalez-Valoys, A. C., Segundo, F., Zambrano-Anchundia, J. L., Jiménez-Oyola, S., Gallego, J. R., García-Ordiales, E., Arrocha, J., Lloyd, J., García-Navarro, F. J., & Higueras, P. (2026). Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration. Minerals, 16(5), 522. https://doi.org/10.3390/min16050522

