Occupational Exposure Assessment of Fine Particulate Matter (PM2.5) and Respirable Crystalline Silica in the Ceramic Industry of Indonesia
Abstract
1. Introduction
2. Methodology
2.1. Study Sites and Population
2.2. PM2.5 Exposure Sampling and C-Silica Component Analysis
2.3. Health and Questionnaire Data
2.4. X-Ray Analysis and Risk Assessment of Silica
2.5. Ethical Considerations
3. Results and Discussion
3.1. Demographic Profile of the Workers in Five Ceramic Industries
3.2. PM2.5 and Airborne Silica Concentrations in Different Job Roles Across Industries
3.3. Comparison to Other Studies
| No. | Author | Location/Country | Industry | PM Concentration/Respirable Dust (µg/m3) | C-Silica (µg/m3) |
|---|---|---|---|---|---|
| 1 | Meijer et al., (2001) [62] | The Netherlands | Concrete Industry | 800 | 60 |
| 2 | Radnoff et al., (2014) [66] | Alberta | Sand and Mineral Processing | 90 | |
| New Construction | 55 | ||||
| Aggregate Mining and crushing | 48 | ||||
| Abrasive Blasting | 27 | ||||
| Demolition | 27 | ||||
| Oil and Gas | 24 | ||||
| Foundry | 20 | ||||
| Manufacturing | 20 | ||||
| Mining | 17 | ||||
| Asphalt Plant | 16 | ||||
| Earth Moving/ Road Building | 13 | ||||
| Cement Plant | 10 | ||||
| Limestone Quarry | 7 | ||||
| 3 | Omidianidost et al., (2015) [63] | Iran | Foundries | 2040 | 70 |
| 4 | Mohamed et al., (2018) [65] | Egypt | Ceramic industry | 10,000 | 510 |
| 5 | Omidianidost et al., (2019) [64] | Kermanshah, Iran | Cement Factory | 1770–6120 | 26–44 |
| 6 | Salamon et al., (2021) [13] | Northern Italy | Artificial stone processing | 46–1154 | <3–98 |
| 7 | Surasi et al., (2022) [67] | California | Stone fabrication | 89 | |
| 8 | Tavakol et al., (2017) [68] | Iran | Construction workers | 8900 | 130 |
| 9 | Otgonnasan et al., (2022) [69] | Mongolia | Copper mine | 350 | 12 |
| 10 | Nourmohammadi et al., 2022 [70] | Turkey | Tile and ceramic workers | 450 | |
| 11 | Prajapati et al., (2020) [71] | India | Stone mines | 370–3280 | 120–170 |
| 12 | Prajapati et al., (2021) [72] | India | Mining sectors | 920–1070 | 15–80 |
3.4. Risk Assessment of C-Silica Component for the Worker
3.5. Recommendations and Limitations
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Correction Statement
References
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| Category | Category Detail | WS–A n (%) | WS–B n (%) | WS–C n (%) | WS–D n (%) | WS–E n (%) |
|---|---|---|---|---|---|---|
| Distance Category | 0–1 km | 15 (30.0%) | 0 (0.0%) | 16 (32.0%) | 2 (4.2%) | 8 (22.2%) |
| 1.1–2.0 km | 1 (2.0%) | 4 (8.0%) | 4 (8.0%) | 3 (6.2%) | 4 (11.1%) | |
| 2.1–5 km | 5 (10.0%) | 14 (28.0%) | 9 (18.0%) | 12 (25.0%) | 14 (38.9%) | |
| 5.1–10 km | 1 (2.0%) | 8 (16.0%) | 8 (16.0%) | 16 (33.3%) | 2 (5.6%) | |
| 10–20 km | 18 (36.0%) | 5 (10.0%) | 9 (18.0%) | 12 (25.0%) | 4 (11.1%) | |
| >20 km | 10 (20.0%) | 18 (36.0%) | 4 (8.0%) | 3 (6.2%) | 4 (11.1%) | |
| Vehicle Used | Car | 0 (0.0%) | 7 (14.0%) | 3 (6.0%) | 0 (0.0%) | 0 (0.0%) |
| Cycle | 0 (0.0%) | 0 (0.0%) | 1 (2.0%) | 0 (0.0%) | 2 (5.6%) | |
| Motor Cycle | 50 (100.0%) | 43 (86.0%) | 45 (90.0%) | 48 (100.0%) | 32 (88.9%) | |
| Walking | 0 (0.0%) | 0 (0.0%) | 1 (2.0%) | 0 (0.0%) | 2 (5.6%) | |
| Habit of Using Mask | No (Mask) | 39 (78.0%) | 31 (62.0%) | 35 (70.0%) | 38 (79.2%) | 29 (80.6%) |
| Sometime (Mask) | 3 (6.0%) | 0 (0.0%) | 2 (4.0%) | 0 (0.0%) | 0 (0.0%) | |
| Yes (Mask) | 8 (16.0%) | 19 (38.0%) | 13 (26.0%) | 10 (20.8%) | 7 (19.4%) | |
| Gender | Female | 2 (4.0%) | 0 (0.0%) | 4 (8.0%) | 1 (2.1%) | 2 (5.6%) |
| Male | 48 (96.0%) | 50 (100.0%) | 46 (92.0%) | 47 (97.9%) | 34 (94.4%) | |
| Age Category | <15 Years | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| 15.1–25 Years | 16 (32.0%) | 9 (18.0%) | 4 (8.0%) | 16 (33.3%) | 7 (19.4%) | |
| 25.1–35 Years | 18 (36.0%) | 18 (36.0%) | 3 (6.0%) | 24 (50.0%) | 16 (44.4%) | |
| 35.1–45 Years | 15 (30.0%) | 19 (38.0%) | 28 (56.0%) | 7 (14.6%) | 12 (33.3%) | |
| >45 Years | 1 (2.0%) | 4 (8.0%) | 15 (30.0%) | 1 (2.1%) | 1 (2.8%) | |
| Education Category | College (University) | 15 (30.0%) | 27 (54.0%) | 4 (8.0%) | 5 (10.4%) | 10 (27.8%) |
| Low (Junior And Elementary) | 0 (0.0%) | 0 (0.0%) | 5 (10.0%) | 1 (2.1%) | 0 (0.0%) | |
| Medium (High School) | 35 (70.0%) | 23 (46.0%) | 41 (82.0%) | 42 (87.5%) | 26 (72.2%) | |
| Work Unit | Driver | 0 (0.0%) | 1 (2.0%) | 3 (6.0%) | 0 (0.0%) | 0 (0.0%) |
| Laboratorium | 0 (0.0%) | 0 (0.0%) | 4 (8.0%) | 0 (0.0%) | 0 (0.0%) | |
| Logistic | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 3 (8.3%) | |
| Logistik | 2 (4.0%) | 10 (20.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | |
| Office | 10 (20.0%) | 7 (14.0%) | 11 (22.0%) | 1 (2.1%) | 0 (0.0%) | |
| Production | 27 (54.0%) | 28 (56.0%) | 27 (54.0%) | 41 (85.4%) | 32 (88.9%) | |
| Security | 0 (0.0%) | 0 (0.0%) | 1 (2.0%) | 0 (0.0%) | 0 (0.0%) | |
| Warehouse | 1 (2.0%) | 1 (2.0%) | 2 (4.0%) | 6 (12.5%) | 1 (2.8%) | |
| Workshop | 10 (20.0%) | 3 (6.0%) | 2 (4.0%) | 0 (0.0%) | 0 (0.0%) | |
| Work Duration Category | 0–1.0 Years | 19 (38.0%) | 5 (10.0%) | 0 (0.0%) | 3 (6.2%) | 6 (16.7%) |
| 1.1–5 Years | 7 (14.0%) | 44 (88.0%) | 7 (14.0%) | 29 (60.4%) | 4 (11.1%) | |
| 5.1–10 Years | 14 (28.0%) | 0 (0.0%) | 0 (0.0%) | 9 (18.8%) | 15 (41.7%) | |
| >10 Years | 10 (20.0%) | 1 (2.0%) | 43 (86.0%) | 7 (14.6%) | 11 (30.6%) | |
| Exposure Per Day Category | 1–2 Hours | 4 (8.0%) | 4 (8.0%) | 0 (0.0%) | 1 (2.1%) | 1 (2.8%) |
| 3–4 Hours | 3 (6.0%) | 6 (12.0%) | 1 (2.0%) | 0 (0.0%) | 0 (0.0%) | |
| 5–6 Hours | 4 (8.0%) | 10 (20.0%) | 0 (0.0%) | 1 (2.1%) | 1 (2.8%) | |
| 7–8 Hours | 38 (76.0%) | 30 (60.0%) | 49 (98.0%) | 45 (93.8%) | 32 (88.9%) | |
| >8 Hours | 1 (2.0%) | 0 (0.0%) | 0 (0.0%) | 1 (2.1%) | 2 (5.6%) | |
| Smoking Habit | Non-Smoker | 16 (32.0%) | 21 (42.0%) | 17 (34.0%) | 36 (75.0%) | 14 (38.9%) |
| Smoker | 34 (68.0%) | 29 (58.0%) | 33 (66.0%) | 12 (25.0%) | 22 (61.1%) | |
| Smoking Duration Category | 0–1 Years | 16 (32.0%) | 21 (42.0%) | 17 (34.0%) | 36 (75.0%) | 14 (38.9%) |
| 1.1–5 Years | 7 (14.0%) | 7 (14.0%) | 1 (2.0%) | 5 (10.4%) | 5 (13.9%) | |
| 5.1–10 Years | 10 (20.0%) | 2 (4.0%) | 2 (4.0%) | 2 (4.2%) | 6 (16.7%) | |
| >10 Years | 17 (34.0%) | 20 (40.0%) | 30 (60.0%) | 5 (10.4%) | 11 (30.6%) | |
| Ever Had Tuberculosis | No TB History | 49 (98.0%) | 49 (98.0%) | 49 (98.0%) | 48 (100.0%) | 35 (97.2%) |
| Yes TB History | 1 (2.0%) | 1 (2.0%) | 1 (2.0%) | 0 (0.0%) | 1 (2.8%) | |
| Often Phlegmy | No (Phlegm) | 36 (72.0%) | 39 (78.0%) | 33 (66.0%) | 40 (83.3%) | 24 (66.7%) |
| Yes (Phlegm) | 14 (28.0%) | 11 (22.0%) | 17 (34.0%) | 8 (16.7%) | 12 (33.3%) | |
| Time To Cough Up Phlegm | Every Day | 8 (16.0%) | 11 (22.0%) | 8 (16.0%) | 2 (4.2%) | 3 (8.3%) |
| No (Cough Phlegm) | 41 (82.0%) | 39 (78.0%) | 33 (66.0%) | 42 (87.5%) | 31 (86.1%) | |
| Sometimes | 1 (2.0%) | 0 (0.0%) | 9 (18.0%) | 4 (8.3%) | 2 (5.6%) | |
| Out Of Breath | No (Breathlessness) | 47 (94.0%) | 49 (98.0%) | 44 (88.0%) | 47 (97.9%) | 33 (91.7%) |
| Yes (Breathlessness) | 3 (6.0%) | 1 (2.0%) | 6 (12.0%) | 1 (2.1%) | 3 (8.3%) | |
| Cough | No (Cough) | 44 (88.0%) | 49 (98.0%) | 49 (98.0%) | 47 (97.9%) | 36 (100.0%) |
| Sometimes (Cough) | 2 (4.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | |
| Yes (Cough) | 4 (8.0%) | 1 (2.0%) | 1 (2.0%) | 1 (2.1%) | 0 (0.0%) | |
| Nausea | No (Nausea) | 45 (90.0%) | 50 (100.0%) | 49 (98.0%) | 47 (97.9%) | 35 (97.2%) |
| Yes (Nausea) | 5 (10.0%) | 0 (0.0%) | 1 (2.0%) | 1 (2.1%) | 1 (2.8%) | |
| X-Ray Result | Abnormal | 2 (4.0%) | 1 (2.0%) | 3 (6.0%) | 3 (6.2%) | 1 (2.8%) |
| Abnormal Cardio Megaly | 0 (0.0%) | 0 (0.0%) | 1 (2.0%) | 0 (0.0%) | 0 (0.0%) | |
| Abnormal Old Fracture | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 2 (5.6%) | |
| Normal | 48 (96.0%) | 49 (98.0%) | 46 (92.0%) | 45 (93.8%) | 33 (91.7%) |
| Worker | A (µg/m3) | B (µg/m3) | C (µg/m3) | D (µg/m3) | E (µg/m3) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | |
| W1 | 1288.1 | 713.6 | 214.3 | 16.7 | 250.0 | 75.5 | 96.2 | 29.0 | 83.3 | 22.8 |
| W2 | 50.0 | 27.7 | 350.0 | 60.2 | 270.5 | 46.5 | 148.1 | 44.9 | 133.3 | 36.5 |
| W3 | 200.0 | 53.3 | 168.7 | 62.4 | 862.1 | 446.6 | 210.5 | 36.2 | 133.3 | 99.9 |
| W4 | 355.6 | 33.1 | 229.7 | 17.9 | 169.5 | 81.5 | 295.5 | 89.2 | 133.3 | 36.5 |
| W5 | 315.8 | 65.7 | 63.2 | 29.1 | 581.8 | 100.1 | 302.7 | 91.7 | 133.3 | 36.5 |
| W6 | 278.3 | 179.2 | 137.9 | 10.8 | 85.7 | 15.6 | 263.7 | 79.6 | 156.9 | 67.3 |
| W7 | 263.7 | 70.2 | 4152.4 | 1391.0 | 47.1 | 12.9 | 435.9 | 131.6 | 166.7 | 62.7 |
| W8 | 53.3 | 19.7 | 165.7 | 63.6 | 335.2 | 78.1 | 226.0 | 68.2 | 166.7 | 45.7 |
| W9 | 37.6 | 5.8 | 427.0 | 164.4 | 44.7 | 10.4 | 36.0 | 1.5 | 166.7 | 124.8 |
| W10 | 2666.7 | 832.0 | 290.9 | 111.7 | 329.7 | 76.8 | 43.7 | 13.2 | 166.7 | 45.7 |
| W11 | 222.2 | 79.3 | 85.1 | 8.8 | 54.4 | 28.2 | 301.1 | 90.9 | 166.7 | 51.0 |
| W12 | 120.0 | 14.5 | 164.4 | 85.2 | 391.6 | 101.4 | 42.6 | 12.9 | 194.4 | 53.3 |
| W13 | 75.0 | 9.1 | 171.4 | 66.2 | 158.7 | 76.3 | 936.6 | 451.4 | 194.4 | 53.3 |
| W14 | 148.9 | 46.0 | 136.4 | 14.0 | 160.0 | 61.8 | 130.8 | 39.5 | 194.4 | 53.3 |
| W15 | 80.0 | 15.2 | 130.7 | 40.8 | 314.3 | 151.2 | 140.7 | 42.5 | 222.2 | 60.9 |
| W16 | 338.5 | 187.5 | 1045.5 | 309.5 | 266.7 | 33.3 | 71.9 | 21.7 | 233.3 | 76.1 |
| W17 | 351.6 | 93.7 | 45.7 | 4.7 | 300.0 | 65.4 | 217.8 | 65.8 | 233.3 | 96.1 |
| W18 | 104.3 | 47.1 | 296.3 | 109.6 | 222.2 | 60.9 | 43.7 | 13.2 | 233.3 | 71.4 |
| W19 | 39.2 | 2.0 | 707.1 | 55.2 | 215.4 | 103.6 | 241.9 | 73.0 | 233.3 | 63.9 |
| W20 | 160.8 | 119.5 | 88.9 | 27.7 | 103.0 | 9.7 | 38.3 | 11.6 | 233.3 | 96.1 |
| W21 | 288.0 | 185.5 | 61.3 | 6.3 | 38.5 | 10.5 | 169.3 | 51.1 | 266.7 | 109.9 |
| W22 | 111.1 | 32.4 | 476.2 | 141.0 | 345.2 | 104.6 | 71.9 | 21.7 | 266.7 | 109.9 |
| W23 | 333.3 | 50.0 | 148.9 | 55.1 | 300.0 | 90.6 | 163.3 | 49.3 | 285.7 | 95.4 |
| W24 | 88.4 | 23.5 | 143.7 | 55.2 | 155.6 | 60.0 | 151.7 | 45.8 | 300.0 | 123.6 |
| W25 | 3243.2 | 421.6 | 516.1 | 191.0 | 233.3 | 112.2 | 126.0 | 34.5 | 300.0 | 82.2 |
| W26 | 266.7 | 50.7 | 310.7 | 32.0 | 114.3 | 44.1 | 251.6 | 65.4 | 366.7 | 112.2 |
| W27 | 262.3 | 77.5 | 325.0 | 124.8 | 373.3 | 166.9 | 293.8 | 76.4 | 366.7 | 100.5 |
| W28 | 83.3 | 61.9 | 43.7 | 4.5 | 112.7 | 30.9 | 300.6 | 123.8 | 377.4 | 282.6 |
| W29 | 1201.9 | 893.0 | 180.6 | 14.1 | 197.3 | 18.5 | 322.6 | 107.7 | 466.3 | 349.2 |
| W30 | 67.8 | 18.1 | 835.4 | 65.2 | 96.2 | 46.3 | 56.9 | 17.2 | 466.7 | 142.8 |
| W31 | 41.0 | 5.0 | 137.9 | 53.0 | 282.8 | 85.4 | 268.2 | 81.0 | 466.7 | 192.3 |
| W32 | 115.6 | 42.8 | 285.7 | 52.0 | 250.0 | 64.7 | 484.2 | 146.2 | 533.3 | 138.7 |
| W33 | 324.3 | 179.7 | 23.8 | 7.0 | 150.0 | 72.2 | 87.9 | 20.5 | 533.3 | 219.7 |
| W34 | 606.1 | 47.3 | 274.0 | 141.9 | 100.0 | 48.1 | 73.6 | 22.2 | 633.3 | 211.5 |
| W35 | 320.0 | 206.1 | 470.6 | 139.3 | 245.8 | 74.2 | 236.5 | 71.4 | 733.3 | 328.5 |
| W36 | 564.7 | 312.8 | 181.8 | 70.0 | 50.0 | 19.3 | 107.5 | 20.6 | 844.7 | 219.6 |
| W37 | 2555.6 | 978.8 | 340.9 | 100.9 | 109.6 | 52.7 | 349.5 | 105.9 | N/A | N/A |
| W38 | 76.6 | 11.3 | 112.4 | 8.8 | 197.2 | 54.0 | 156.5 | 47.3 | N/A | N/A |
| W39 | 60.3 | 18.6 | 114.3 | 44.0 | 285.7 | 52.0 | 102.0 | 30.8 | N/A | N/A |
| W40 | 373.6 | 85.2 | 271.2 | 32.8 | 287.3 | 66.9 | 51.7 | 15.6 | N/A | N/A |
| W41 | 173.0 | 46.1 | 197.2 | 54.0 | 149.7 | 45.2 | 311.1 | 233.0 | N/A | N/A |
| W42 | 2166.7 | 1395.3 | 142.9 | 26.0 | 69.6 | 33.5 | 222.2 | 60.9 | N/A | N/A |
| W43 | 147.4 | 81.6 | 28.6 | 7.8 | 312.2 | 161.7 | 115.6 | 31.7 | N/A | N/A |
| W44 | 191.5 | 30.8 | 161.8 | 62.2 | 313.7 | 150.9 | 207.8 | 56.9 | N/A | N/A |
| W45 | 1753.8 | 1129.5 | 513.4 | 197.6 | 137.3 | 12.9 | 400.0 | 299.6 | N/A | N/A |
| W46 | 243.5 | 156.8 | 120.8 | 12.4 | 94.8 | 8.9 | 205.1 | 77.1 | N/A | N/A |
| W47 | 133.3 | 16.1 | 447.2 | 165.5 | 104.3 | 50.2 | 1057.1 | 323.5 | N/A | N/A |
| W48 | 72.7 | 26.9 | 1151.2 | 340.8 | 324.9 | 98.1 | 40.8 | 22.2 | N/A | N/A |
| W49 | 123.1 | 68.2 | 22.2 | 2.7 | 243.1 | 56.6 | N/A | N/A | N/A | N/A |
| W50 | 19.0 | 10.6 | 255.3 | 70.0 | 173.1 | 29.8 | N/A | N/A | N/A | N/A |
| Parameter | I-A(µg/m3) | I-B (µg/m3) | I-C (µg/m3) | I-D (µg/m3) | I-E (µg/m3) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | PM2.5 | C-Silica | |
| Ave | 463.1 | 185.6 | 347.3 | 98.5 | 220.2 | 71.2 | 221.0 | 76.4 | 299.6 | 113.1 |
| Stdev | 738.4 | 320.3 | 600.1 | 200.5 | 145.7 | 67.3 | 199.0 | 86.7 | 180.0 | 82.1 |
| Min | 19.0 | 2.0 | 22.2 | 2.7 | 38.5 | 8.9 | 36.0 | 1.5 | 83.3 | 22.8 |
| Max | 3243.2 | 1395.3 | 4152.4 | 1391.0 | 862.1 | 446.6 | 1057.1 | 451.4 | 844.7 | 349.2 |
| Workshop | Statistical Measures | CDI PM2.5 | CDI C-Silica | HQ PM2.5 | RQ C-Silica |
|---|---|---|---|---|---|
| A | Average | 0.0069 | 0.0030 | 4.8588 | 3.4734 |
| Min | 0.0000 | 0.0000 | 0.0133 | 0.0061 | |
| Max | 0.1090 | 0.0418 | 76.2497 | 48.5595 | |
| BA | Average | 0.0021 | 0.0006 | 1.4921 | 0.7044 |
| Min | 0.0001 | 0.0000 | 0.0355 | 0.0071 | |
| Max | 0.0277 | 0.0093 | 19.3584 | 10.7833 | |
| C | Average | 0.0116 | 0.0038 | 8.1447 | 4.407 |
| Min | 0.0003 | 0.0001 | 0.2030 | 0.131 | |
| Max | 0.0552 | 0.0286 | 38.5821 | 33.232 | |
| D | Average | 0.0037 | 0.0012 | 2.5865 | 1.4410 |
| Min | 0.0001 | 0.0000 | 0.0932 | 0.0105 | |
| Max | 0.0171 | 0.0083 | 11.9763 | 9.5986 | |
| E | Average | 0.0071 | 0.0028 | 4.9520 | 3.2373 |
| Min | 0.0004 | 0.0001 | 0.2486 | 0.1265 | |
| Max | 0.0199 | 0.0149 | 13.9239 | 17.3260 |
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Sahri, M.; Arini, S.Y.; Jannah, F.; Amin, M. Occupational Exposure Assessment of Fine Particulate Matter (PM2.5) and Respirable Crystalline Silica in the Ceramic Industry of Indonesia. Atmosphere 2025, 16, 1125. https://doi.org/10.3390/atmos16101125
Sahri M, Arini SY, Jannah F, Amin M. Occupational Exposure Assessment of Fine Particulate Matter (PM2.5) and Respirable Crystalline Silica in the Ceramic Industry of Indonesia. Atmosphere. 2025; 16(10):1125. https://doi.org/10.3390/atmos16101125
Chicago/Turabian StyleSahri, Moch, Shintia Yunita Arini, Farahul Jannah, and Muhammad Amin. 2025. "Occupational Exposure Assessment of Fine Particulate Matter (PM2.5) and Respirable Crystalline Silica in the Ceramic Industry of Indonesia" Atmosphere 16, no. 10: 1125. https://doi.org/10.3390/atmos16101125
APA StyleSahri, M., Arini, S. Y., Jannah, F., & Amin, M. (2025). Occupational Exposure Assessment of Fine Particulate Matter (PM2.5) and Respirable Crystalline Silica in the Ceramic Industry of Indonesia. Atmosphere, 16(10), 1125. https://doi.org/10.3390/atmos16101125

