Potentially Toxic Elements in Fertilizers and Associated Risks for Soil Organisms: A Bibliometric and Meta-Analytical Assessment
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Collection and Processing
2.2. Bibliometric Analysis and Visualization
2.3. Data Sources and Collecting for Meta-Analysis
2.4. Statistical and Ecotoxicological Risk Analysis
2.5. Reference Values for PTEs in Fertilizers
3. Results
3.1. Bibliometric Review on PTE Sources
3.2. Meta-Analysis
3.2.1. PTE Occurrence on Mineral Sources
3.2.2. PTE Occurrence on Organic Sources
3.2.3. Other Sources
3.3. Mineral Versus Organic Sources
3.4. Ecotoxicological Risk for Soil Organisms
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| EC10 | Effective Concentration for 10% |
| MEC | Measured Environment Concentrations |
| NOEC | No Observed Effect Concentration |
| PNEC | Predicted No-Effect Concentration |
| PTE | Potentially Toxic Elements |
| RQ | Risk Quotient |
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| Sources | Cd | Cu | Cr | As | Pb | Zn |
| mean (min–max) n−mg/kg | ||||||
| Cattle Manure | 1.1 (0.0–4.4) 46 | 59.4 (1.0–423.3) 49 | 12.5 (0.0–159.3) 46 | 3.7 (0.0–7.5) 37 | 7.8 (0.0–19.6) 46 | 96.1 (10.0–371.1) 49 |
| Chicken Manure | 0.3 (0.0–0.5) 38 | 73.0 (13.1–164.2) 50 | 170.5 (0.0–418.9) 44 | 0.3 (0.22–2.7) 28 | 7.6 (0.0–53.0) 47 | 341.4 (70.0–655.8) 50 |
| Compost | 0.9 (0.0–3.1) 60 | 53.8 (0.0–132.7) 57 | 53.3 (0.0–124.2) 69 | 38.0 (1.9–63.7) 36 | 17.6 (0.0–53.3) 63 | 209.2 (0.0–425.8) 60 |
| Industrial Waste | 0.1 (0.0–0.1) 15 | 4.4 (0.3–8.6) 6 | 1.5 (0.0–1.5) 15 | 7.5 (7.5–7.5) 9 | 7.3 (0.0–12.8) 15 | 34.5 (2.0–76.5) 6 |
| Limestone | 0.9 (0.0–1.9) 15 | 3.5 (1.3–5.6) 7 | 0.9 (0.9-0.9) 3 | 1.7 (0.1-3.6) 7 | 8.9 (1.2-20.1) 11 | 9.2 (4.3–14.1) 7 |
| Mushroom Residue | 0.3 (0.2–0.3) 6 | 25.3 (19.2–31.6) 6 | - | - | 1.2 (0.6–1.9) 6 | 82.6 (37.4–127.9) 6 |
| Phosphate Fertilizer | 0.1 (0.1–0.1) 7 | 3.6 (1.0–6.1) 7 | 36.5 (36.5–36.5) 3 | 7.5 (7.5–7.5) 3 | 13.1 (0.0–13.1) 7 | 18.5 (4.5–32.5) 7 |
| Phosphate Rock | 74.2 (67.2–81.4) 6 | - | - | - | - | 536.5 (500.0–572.0) 6 |
| Potassium Fertilizer | 0.0 (0.0–0.0) 10 | 1.7 (0.5–3.2) 10 | 5.4 (5.4–5.4) 3 | 0.0 (0.0–0.0) 3 | 1.3 (0.0–1.8) 10 | 10.8 (4.3–14.2) 10 |
| Sewage Sludge | 1.2 (0.0–3.3) 50 | 199.1 (63.0–637.8) 53 | 59.1 (0.0–180.5) 32 | 15.7 (15.7–15.7) 5 | 45.2 (8.0–119.9) 50 | 602.9 (159.0–1217.0) 53 |
| Silicon Fertilizer | 0.1 (0.0–0.2) 16 | - | 4.7 (0.2–9.2) 8 | 1.3 (0.0–3.8) 16 | 12.7 (10.6–14.9) 8 | - |
| Soil Conditioner | 0.0 (0.0–0.0) 7 | - | - | 0.0 (0.0–0.0) 4 | 2.4 (2.4–2.4) 3 | - |
| Swine Manure | 1.6 (0.0–7.9) 25 | 169.8 (20.6–588.3) 30 | 16.7 (0.0–23.2) 15 | 6.0 (6.0–6.0) 6 | 15.3 (3.0–31.2) 22 | 736.0 (81.6–2404.5) 30 |
| Urea | 0.0 (0.0–0.0) 7 | 9.0 (0.2–17.8) 7 | 10.6 (10.6–10.6) 3 | 0.2 (0.2–0.2) 3 | 3.0 (2.5–3.6) 7 | 35.7 (0.7–70.8) 7 |
| Ni | Fe | Mn | Co | Hg | ||
| Cattle Manure | 19.3 (1.5–38.0) 24 | 858.2 (20.0–2962.0) 24 | 108.6 (9.0–285.7) 36 | 1.7 (0.0–1.82) 18 | 0.0 (0.0–0.1) 15 | |
| Chicken Manure | 7.8 (0.5–36.8) 39 | 1215.2 (83.0–3483.0) 30 | 174.5 (21.0–452.8) 30 | 0.7 (0.6–1.0) 17 | 0.0 (0.0–0.0) 9 | |
| Compost | 9.3 (0.0–27.6) 42 | 2861.7 (1.1–12,472.0) 27 | 115.8 (0.1–257.3) 18 | - | - | |
| Industrial Waste | 0.0 (0.0–0.0) 6 | 3189.2 (3.3–6378.0) 6 | 1.87 (0.3–3.45) 6 | - | 0.2 (0.2–0.2) 9 | |
| Limestone | 1.2 (1.2–1.2) 3 | 340.0 (340.0–340.0) 3 | 36.0 (36.0–36.0) 3 | 0.9 (0.9–0.9) 3 | - | |
| Phosphate Fertilizer | 6.7 (6.7–6.7) 3 | - | - | - | - | |
| Potassium Fertilizer | 12.9 (12.9–12.9) 3 | - | - | - | - | |
| Sewage Sludge | 30.5 (9.0–53.0) 6 | 14.7 (7.5–32.0) 18 | 184.1 (128.6–240.5) 18 | - | - | |
| Silicon Fertilizer | - | - | - | - | 0.0 (0.0–0.0) 8 | |
| Swine Manure | 14.1 (3.0–30.3) 9 | 3998.1 (3490.0–4460.0) 6 | 793.9 (525.2–1060.0) 6 | - | - | |
| Urea | 3.6 (3.6–3.6) 3 | - | - | - | - | |
| Mineral Sources | |||||||||||||||||||
| Sources | Limestone | Silicon Fertilizer | Urea | Phosphate Rock | Phosphate Fertilizer | Potassium Fertilizer | |||||||||||||
| Low Rate | Metal | Mean | RQ | Years * | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years |
| Cd | 0.9 | 0.00 | 933 | 0.1 | 0.00 | 14,000 | 0.0 | - | - | 74.2 | 0.02 | 57 | 0.1 | 0.00 | 52,500 | 0.0 | - | - | |
| Cr | 0.9 | 0.00 | 3925 | 4.7 | 0.00 | 2279 | 10.6 | 0.00 | 1374 | - | - | - | 36.5 | 0.00 | 970 | 5.4 | 0.00 | 5815 | |
| As | 0.1 | 0.00 | 34,400 | 1.4 | 0.00 | 4195 | 0.2 | 0.00 | 39,091 | - | - | - | 7.5 | 0.00 | 2583 | 0.0 | - | - | |
| Pb | 8.9 | 0.00 | 1371 | 12.7 | 0.00 | 1637 | 3.0 | 0.00 | 9159 | - | - | - | 13.1 | 0.00 | 5250 | 1.3 | 0.00 | 46,923 | |
| Ni | 1.2 | 0.00 | 21,667 | - | - | - | 3.6 | 0.00 | 16,250 | - | - | - | 6.7 | 0.00 | 21,886 | 12.9 | 0.00 | 10,078 | |
| Cu | 3.5 | 0.00 | 14,971 | - | - | - | 9.0 | 0.00 | 13,113 | - | - | - | 3.6 | 0.00 | 81,875 | 1.7 | 0.00 | 154,118 | |
| Zn | 9.2 | 0.00 | 16,652 | - | - | - | 35.7 | 0.00 | 9664 | 536.5 | 0.00 | 1428 | 18.5 | 0.00 | 46,707 | 10.8 | 0.00 | 70,926 | |
| Sources | Limestone | Silicon Fertilizer | Urea | Phosphate Rock | Phosphate Fertilizer | Potassium Fertilizer | |||||||||||||
| High Rate | Metal | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years |
| Cd | 0.9 | 0.01 | 175 | 0.1 | 0.00 | 4773 | 0.0 | - | - | 74.2 | 0.09 | 11 | 0.1 | 0.00 | 9545 | 0.0 | - | - | |
| Cr | 0.9 | 0.00 | 736 | 4.7 | 0.00 | 759 | 10.6 | 0.00 | 457 | - | - | - | 36.5 | 0.01 | 193 | 5.4 | 0.00 | 2181 | |
| As | 0.1 | 0.00 | 26,061 | 1.4 | 0.00 | 1396 | 0.2 | 0.00 | 12,836 | - | - | - | 7.5 | 0.00 | 516 | 0.0 | - | - | |
| Pb | 8.9 | 0.00 | 1028 | 12.7 | 0.00 | 546 | 3.0 | 0.00 | 3050 | - | - | - | 13.1 | 0.00 | 1047 | 1.3 | 0.00 | 17,630 | |
| Ni | 1.2 | 0.00 | 4063 | - | - | - | 3.6 | 0.00 | 5417 | - | - | - | 6.7 | 0.00 | 4362 | 12.9 | 0.00 | 3779 | |
| Cu | 3.5 | 0.00 | 2807 | - | - | - | 9.0 | 0.00 | 4367 | - | - | - | 3.6 | 0.00 | 16,375 | 1.7 | 0.00 | 57,709 | |
| Zn | 9.2 | 0.00 | 3122 | - | - | - | 35.7 | 0.00 | 3218 | 536.5 | 0.00 | 286 | 18.5 | 0.00 | 9312 | 10.8 | 0.00 | 26,597 | |
| Organic Sources | |||||||||||||||||||
| Sources | Cattle Manure | Chicken Manure | Compost | Swine Manure | Sewage Sludge | ||||||||||||||
| Low Rate | Metal | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | |||
| Cd | 1.0 | 0.01 | 126 | 0.3 | 0.00 | 420 | 0.9 | 0.01 | 140 | 1.6 | 0.01 | 79 | 1.2 | 0.01 | 105 | ||||
| Cr | 12.7 | 0.01 | 74 | 170.5 | 0.18 | 6 | 53.3 | 0.06 | 18 | 16.7 | 0.02 | 56 | 59.1 | 0.06 | 16 | ||||
| As | 3.4 | 0.01 | 152 | 0.3 | 0.00 | 1720 | 37.8 | 0.07 | 14 | 6.0 | 0.01 | 86 | 15.7 | 0.03 | 33 | ||||
| Pb | 7.4 | 0.00 | 247 | 7.6 | 0.00 | 241 | 17.6 | 0.01 | 104 | 15.3 | 0.01 | 120 | 45.2 | 0.02 | 40 | ||||
| Ni | 17.1 | 0.00 | 228 | 7.8 | 0.00 | 500 | 9.3 | 0.00 | 419 | 14.1 | 0.00 | 277 | 30.5 | 0.01 | 128 | ||||
| Cu | 57.8 | 0.01 | 136 | 72.9 | 0.01 | 108 | 85.6 | 0.01 | 92 | 187.7 | 0.02 | 42 | 199.1 | 0.03 | 39 | ||||
| Zn | 102.3 | 0.00 | 225 | 341.4 | 0.01 | 67 | 689.9 | 0.03 | 33 | 1182.5 | 0.05 | 19 | 602.9 | 0.03 | 38 | ||||
| Sources | Cattle Manure | Chicken Manure | Compost | Swine Manure | Sewage Sludge | ||||||||||||||
| High Rate | Metal | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | Mean | RQ | Years | |||
| Cd | 1.0 | 0.03 | 31 | 0.3 | 0.01 | 105 | 0.9 | 0.03 | 35 | 1.6 | 0.05 | 20 | 1.2 | 0.04 | 26 | ||||
| Cr | 12.7 | 0.05 | 19 | 170.5 | 0.72 | 1 | 53.3 | 0.23 | 4 | 16.7 | 0.07 | 14 | 59.1 | 0.25 | 4 | ||||
| As | 3.4 | 0.03 | 38 | 0.3 | 0.00 | 430 | 37.8 | 0.29 | 3 | 6.0 | 0.05 | 22 | 15.7 | 0.12 | 8 | ||||
| Pb | 7.4 | 0.02 | 62 | 7.6 | 0.02 | 60 | 17.6 | 0.04 | 26 | 15.3 | 0.03 | 30 | 45.2 | 0.10 | 10 | ||||
| Ni | 17.1 | 0.02 | 57 | 7.8 | 0.01 | 125 | 9.3 | 0.01 | 105 | 14.1 | 0.01 | 69 | 30.5 | 0.03 | 32 | ||||
| Cu | 57.8 | 0.03 | 34 | 72.9 | 0.04 | 27 | 85.6 | 0.04 | 23 | 187.7 | 0.10 | 10 | 199.1 | 0.10 | 10 | ||||
| Zn | 102.3 | 0.02 | 56 | 341.4 | 0.06 | 17 | 689.9 | 0.12 | 8 | 1182.5 | 0.21 | 5 | 602.9 | 0.10 | 10 | ||||
| Mineral Sources | |||||||||||||||||||
| Sources | Limestone | Silicon Fertilizer | Urea | Phosphate Rock | Phosphate Fertilizer | Potassium Fertilizer | |||||||||||||
| Low Rate | Metal | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years |
| Cd | 1.9 | 0.02 | 66 | 0.2 | 0.00 | 7241 | 0.1 | 0.00 | 19,091 | 81.4 | 0.02 | 52 | 0.1 | 0.00 | 52,500 | 0.1 | 0.00 | 42,000 | |
| Cr | 0.9 | 0.00 | 1047 | 9.2 | 0.00 | 1164 | 10.6 | 0.00 | 1334 | - | - | - | 36.5 | 0.00 | 970 | 5.4 | 0.00 | 48,519 | |
| As | 3.6 | 0.01 | 143 | 3.8 | 0.00 | 1544 | 0.2 | 0.00 | 39,091 | - | - | - | 7.5 | 0.00 | 2583 | 0.0 | - | - | |
| Pb | 20.1 | 0.01 | 91 | 14.9 | 0.00 | 1396 | 3.6 | 0.00 | 7625 | - | - | - | 13.1 | 0.00 | 5250 | 1.8 | 0.00 | 33,889 | |
| Ni | 1.2 | 0.00 | 21,667 | - | - | - | 3.6 | 0.00 | 16,250 | - | - | - | 6.7 | 0.00 | 21,886 | 12.9 | 0.00 | 10,078 | |
| Cu | 5.6 | 0.00 | 1404 | - | - | - | 17.8 | 0.00 | 6630 | - | - | - | 6.1 | 0.00 | 48,519 | 3.2 | 0.00 | 81,875 | |
| Zn | 14.1 | 0.00 | 1630 | - | - | - | 70.8 | 0.00 | 4873 | 572.0 | 0.00 | 1339 | 32.5 | 0.00 | 26,579 | 14.2 | 0.00 | 53,944 | |
| Sources | Limestone | Silicon Fertilizer | Urea | Phosphate Rock | Phosphate Fertilizer | Potassium Fertilizer | |||||||||||||
| High Rate | Metal | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years |
| Cd | 1.9 | 0.06 | 17 | 0.2 | 0.00 | 2386 | 0.1 | 0.00 | 6364 | 81.4 | 0.10 | 10 | 0.1 | 0.00 | 9545 | 0.1 | 0.00 | 16,154 | |
| Cr | 0.9 | 0.00 | 262 | 9.2 | 0.00 | 388 | 10.6 | 0.00 | 444 | - | - | - | 36.5 | 0.01 | 193 | 5.4 | 0.00 | 18,194 | |
| As | 3.6 | 0.03 | 36 | 3.8 | 0.00 | 514 | 0.2 | 0.00 | 12,836 | - | - | - | 7.5 | 0.00 | 516 | 0.0 | - | - | |
| Pb | 20.1 | 0.04 | 23 | 14.9 | 0.00 | 465 | 3.6 | 0.00 | 2542 | - | - | - | 13.1 | 0.00 | 1047 | 1.8 | 0.00 | 12,708 | |
| Ni | 1.2 | 0.00 | 4063 | - | - | - | 3.6 | 0.00 | 5417 | - | - | - | 6.7 | 0.00 | 4362 | 12.9 | 0.00 | 3779 | |
| Cu | 5.6 | 0.00 | 351 | - | - | - | 17.8 | 0.00 | 2208 | - | - | - | 6.1 | 0.00 | 9661 | 3.2 | 0.00 | 30,679 | |
| Zn | 14.1 | 0.00 | 407 | - | - | - | 70.8 | 0.00 | 1623 | 572.0 | 0.00 | 268 | 32.5 | 0.00 | 5300 | 14.2 | 0.00 | 20,232 | |
| Organic Sources | |||||||||||||||||||
| Sources | Cattle Manure | Chicken Manure | Compost | Swine Manure | Sewage Sludge | ||||||||||||||
| Low Rate | Metal | Max | RQ | Years * | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | |||
| Cd | 4.4 | 0.03 | 29 | 0.5 | 0.00 | 252 | 3.1 | 0.02 | 41 | 7.9 | 0.06 | 16 | 3.3 | 0.03 | 38 | ||||
| Cr | 159.3 | 0.17 | 6 | 418.9 | 0.44 | 2 | 124.2 | 0.13 | 8 | 10.6 | 0.01 | 89 | 180.5 | 0.19 | 5 | ||||
| As | 7.5 | 0.01 | 69 | 2.7 | 0.01 | 191 | 63.7 | 0.12 | 8 | 6.0 | 0.01 | 86 | 15.7 | 0.03 | 33 | ||||
| Pb | 19.6 | 0.01 | 93 | 53.0 | 0.03 | 35 | 53.3 | 0.03 | 34 | 31.2 | 0.02 | 59 | 119.9 | 0.07 | 15 | ||||
| Ni | 38.0 | 0.01 | 103 | 36.8 | 0.01 | 106 | 27.6 | 0.01 | 141 | 30.3 | 0.01 | 129 | 53.0 | 0.01 | 74 | ||||
| Cu | 423.3 | 0.05 | 19 | 164.2 | 0.02 | 48 | 351.0 | 0.04 | 22 | 588.3 | 0.07 | 13 | 637.8 | 0.08 | 12 | ||||
| Zn | 371.1 | 0.02 | 62 | 655.8 | 0.03 | 35 | 5651.0 | 0.25 | 4 | 3270.0 | 0.14 | 7 | 1217.0 | 0.05 | 19 | ||||
| Sources | Cattle Manure | Chicken Manure | Compost | Swine Manure | Sewage Sludge | ||||||||||||||
| High Rate | Metal | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | Max | RQ | Years | |||
| Cd | 4.4 | 0.14 | 7 | 0.5 | 0.02 | 63 | 3.1 | 0.10 | 10 | 7.9 | 0.25 | 4 | 3.3 | 0.10 | 10 | ||||
| Cr | 159.3 | 0.68 | 1 | 418.9 | 1.78 | 1 | 124.2 | 0.53 | 2 | 10.6 | 0.05 | 22 | 180.5 | 0.77 | 1 | ||||
| As | 7.5 | 0.06 | 17 | 2.7 | 0.02 | 48 | 63.7 | 0.49 | 2 | 6.0 | 0.05 | 22 | 15.7 | 0.12 | 8 | ||||
| Pb | 19.6 | 0.04 | 23 | 53.0 | 0.12 | 9 | 53.3 | 0.12 | 9 | 31.2 | 0.07 | 15 | 119.9 | 0.26 | 4 | ||||
| Ni | 38.0 | 0.04 | 26 | 36.8 | 0.04 | 26 | 27.6 | 0.03 | 35 | 30.3 | 0.03 | 32 | 53.0 | 0.05 | 18 | ||||
| Cu | 423.3 | 0.22 | 5 | 164.2 | 0.08 | 12 | 351.0 | 0.18 | 6 | 588.3 | 0.30 | 3 | 637.8 | 0.32 | 3 | ||||
| Zn | 371.1 | 0.06 | 15 | 655.8 | 0.11 | 9 | 5651.0 | 0.98 | 1 | 3270.0 | 0.57 | 2 | 1217.0 | 0.21 | 5 | ||||
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Rodrigues, J.N.M.; Leal, R.M.P.; Coscione, A.R.; Gomes, V.M.; Oliveira, D.M.d.S. Potentially Toxic Elements in Fertilizers and Associated Risks for Soil Organisms: A Bibliometric and Meta-Analytical Assessment. Land 2026, 15, 1377. https://doi.org/10.3390/land15081377
Rodrigues JNM, Leal RMP, Coscione AR, Gomes VM, Oliveira DMdS. Potentially Toxic Elements in Fertilizers and Associated Risks for Soil Organisms: A Bibliometric and Meta-Analytical Assessment. Land. 2026; 15(8):1377. https://doi.org/10.3390/land15081377
Chicago/Turabian StyleRodrigues, Jéssica Nívea Magalhães, Rafael Marques Pereira Leal, Aline Renée Coscione, Vanessa Matos Gomes, and Dener Márcio da Silva Oliveira. 2026. "Potentially Toxic Elements in Fertilizers and Associated Risks for Soil Organisms: A Bibliometric and Meta-Analytical Assessment" Land 15, no. 8: 1377. https://doi.org/10.3390/land15081377
APA StyleRodrigues, J. N. M., Leal, R. M. P., Coscione, A. R., Gomes, V. M., & Oliveira, D. M. d. S. (2026). Potentially Toxic Elements in Fertilizers and Associated Risks for Soil Organisms: A Bibliometric and Meta-Analytical Assessment. Land, 15(8), 1377. https://doi.org/10.3390/land15081377

