Seasonal and Cross-Shore Assessment of Large and Small Microplastics Collected on the Ferrara Coast (Italy)
Abstract
1. Introduction
2. Study Area and Sampling Sites
3. Materials and Methods
3.1. Large Microplastics (LMP)
3.2. Small Microplastics (SMP)
3.3. Polymer Identification
3.4. Data Analyses
- 1.
- The Microplastic Pollution Index (MPPI), which represents MP abundance per standardized sampling unit (items/m2);
- 2.
- The Coefficient of Microplastic Impact (CMPI), which evaluates the relationship between MP typologies and total MP abundance per standardized sampling unit (items/m2).
4. Results
4.1. Results—Large Microplastics (LMPs)
4.1.1. LMPs—Seasonal Variations
- Summer–autumn: the CMPI was maximum for pellets (0.75 and 0.64), average for fragments (0.18 and 0.28), and minimum for fibers/films (0.03–0.05).
- Winter: the CMPI was also average for fibers (0.15).
- Spring: the CMPI was average for pellets, fragments, and fibers (0.38, 0.41, and 0.15), and remained minimum for films (0.06).
4.1.2. LMPs—Cross-Shore Variations
4.2. Results—Small Microplastics (SMPs)
4.2.1. SMPs—Seasonal Variations
- Summer–spring: The CMPI was extreme for fibers (0.79 and 0.76), average for fragments (0.15 and 0.18), and minimum for pellets and films (0.00–0.06).
- Autumn: The CMPI was extreme for fibers (0.81), average for fragments (0.14), and minimum for pellets and films (0.05 and 0.00).
- Winter: The CMPI was extreme for fibers (0.94), and minimum for other categories (0.00–0.04).
4.2.2. SMPs—Cross-Shore Variations
5. Discussion
5.1. Large Microplastics (LMPs)
5.2. Small Microplastics (SMPs)
5.3. Considerations on Seasonal and Cross-Shore Variations
5.4. General Considerations
6. Conclusions and Future Perspectives
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| DC | Dune Crest |
| DDT | Dichlorodiphenyltrichloroethane |
| DF | Dune Foot |
| dGPS | Differential Global Positioning System |
| GZ | Geomorphological Zone |
| LB | Lower Backshore |
| LMP | Large Microplastic |
| MP | Microplastic |
| MSFD | Marine Strategy Framework Directive |
| NaCl | Sodium Chloride |
| PA | Polyamide |
| PAH | Polycyclic Aromatic Hydrocarbons |
| PCB | Polychlorinated biphenyl |
| PE | Polyethylene |
| PET | Polyethylene Terephthalate |
| POP | Persistent Organic Pollutants |
| PP | Polypropylene |
| PS | Polystyrene |
| PTEs | Potentially Toxic Elements |
| PVC | Polyvinyl Chloride |
| QA/QC | Quality Assurance and Quality Control |
| SD | Standard Deviation |
| SMP | Small Microplastic |
| SZ | Swash Zone |
| UB | Upper Backshore |
| UTM | Universal Transverse Mercator |
| UV | Ultraviolet Radiation |
| WGS | World Geodetic System |
| WWTPs | Wastewater treatment plants |
| χ2 | Pearson’s chi-square test |
Appendix A
| ID | Type | Polymer | Note |
|---|---|---|---|
| 01 | Pellet | PE | |
| 02 | Pellet | PE | |
| 03 | Pellet | PA | |
| 04 | Pellet | PE | |
| 05 | Pellet | PS | |
| 06 | Pellet | PET | |
| 07 | Pellet | PE | |
| 08 | Pellet | PE | |
| 09 | Pellet | PE | |
| 10 | Pellet | PP | |
| 11 | Pellet | PP | |
| 12 | Pellet | PP | Hostasol Green G-K |
| 13 | Pellet | PE | |
| 14 | Pellet | PP | |
| 15 | Pellet | PA | |
| 16 | Pellet | PE | |
| 17 | Pellet | PE | |
| 18 | Pellet | PA | |
| 19 | Pellet | PE | |
| 20 | Pellet | PE | |
| 21 | Pellet | PE | |
| 22 | Pellet | PP | |
| 23 | Pellet | PP | |
| 24 | Pellet | PE | |
| 25 | Pellet | PE | |
| 26 | Pellet | PE | |
| 27 | Pellet | PET | Hostasol Green G-K |
| 28 | Pellet | PE | |
| 29 | Pellet | PET | |
| 30 | Pellet | PE | |
| 31 | Pellet | PS | |
| 32 | Fragment | PP | |
| 33 | Fragment | PE | |
| 34 | Fragment | PET | |
| 35 | Fragment | PP | |
| 36 | Fragment | PE | |
| 37 | Fragment | PET | |
| 38 | Fragment | PET | |
| 39 | Fragment | PET | Pigmosol Green |
| 40 | Fragment | PE | |
| 41 | Fragment | PP | |
| 42 | Fragment | PP | |
| 43 | Fragment | PE | |
| 44 | Fragment | PET | |
| 45 | Fragment | PP | Hostasol Green G-K |
| 46 | Fragment | PET | |
| 47 | Fragment | PE | |
| 48 | Fiber | PE | Pigment red |
| 49 | Fiber | PP | |
| 50 | Fiber | PP | |
| 51 | Fiber | PP | |
| 52 | Film | PE | |
| 53 | Film | PE | |
| 54 | Film | PE |

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| Site | Sampling Season | GZ | Items/m2 | Items/L |
|---|---|---|---|---|
| Goro | Summer 2023 | SZ | 0 | 0.00 |
| Autumn 2023 | SZ | 0 | 0.00 | |
| Winter 2024 | SZ | 0 | 0.00 | |
| Spring 2024 | SZ | 0 | 0.00 | |
| Volano | Summer 2023 | SZ | 1 | 0.33 |
| LB | 1 | 0.33 | ||
| UB | 0 | 0.00 | ||
| DF | 1 | 0.33 | ||
| DC | 81 | 26.67 | ||
| Autumn 2023 | SZ | 2 | 0.67 | |
| LB | 0 | 0.00 | ||
| UB | 4 | 1.33 | ||
| DF | 0 | 0.00 | ||
| DC | 5 | 1.67 | ||
| Winter 2024 | SZ | 2 | 0.67 | |
| LB | 0 | 0.00 | ||
| UB | 3 | 1.00 | ||
| DF | 3 | 1.00 | ||
| DC | 0 | 0.00 | ||
| Spring 2024 | SZ | 0 | 0.00 | |
| LB | 6 | 2 | ||
| UB | 18 | 6.00 | ||
| DF | 5 | 1.67 | ||
| DC | 0 | 0.00 | ||
| Estensi | Summer 2023 | SZ | 1 | 0.33 |
| LB | 0 | 0.00 | ||
| UB | 0 | 0.00 | ||
| DF | 0 | 0.00 | ||
| DC | 3 | 1.00 | ||
| Autumn 2023 | SZ | 0 | 0.00 | |
| LB | 23 | 7.67 | ||
| UB | 12 | 4.00 | ||
| DF | 1 | 0.33 | ||
| DC | 1 | 0.33 | ||
| Winter 2024 | SZ | 0 | 0.00 | |
| LB | 2 | 0.67 | ||
| UB | 0 | 0.00 | ||
| DF | 3 | 1.00 | ||
| DC | 0 | 0.00 | ||
| Spring 2024 | SZ | 44 | 14.67 | |
| LB | 13 | 4.33 | ||
| UB | 19 | 6.33 | ||
| DF | 0 | 0.00 | ||
| DC | 2 | 0.67 | ||
| Spina | Autumn 2023 | SZ | 0 | 0.00 |
| LB | 0 | 0.00 | ||
| UB | 8 | 3.00 | ||
| DF | 48 | 16.00 | ||
| DC | 0 | 0.00 | ||
| Winter 2024 | SZ | 0 | 0.00 | |
| LB | 6 | 2.00 | ||
| UB | 8 | 2.67 | ||
| DF | 0 | 0.00 | ||
| DC | 0 | 0.00 | ||
| Spring 2024 | SZ | 6 | 2.00 | |
| LB | 4 | 1.33 | ||
| UB | 2 | 0.67 | ||
| DF | 9 | 3.00 | ||
| DC | 0 | 0.00 | ||
| Summer 2024 | SZ | 1 | 0.33 | |
| LB | 2 | 0.67 | ||
| UB | 0 | 0.00 | ||
| DF | 12 | 4.00 | ||
| DC | 0 | 0.00 |
| Items/m2 | ||||
|---|---|---|---|---|
| Summer | Autumn | Winter | Spring | |
| Volano | 16.80 | 2.20 | 1.60 | 5.80 |
| Estensi | 0.80 | 7.40 | 1.00 | 15.60 |
| Spina | 3.00 | 11.20 | 2.80 | 4.20 |
| Overall | 6.87 | 6.93 | 1.80 | 8.53 |
| Items/m2 | |||||
|---|---|---|---|---|---|
| SZ | LB | UB | DF | DC | |
| Volano | 1.25 | 1.75 | 6.25 | 2.25 | 21.50 |
| Estensi | 11.25 | 9.50 | 7.75 | 1.00 | 1.50 |
| Spina | 1.75 | 3.00 | 4.50 | 17.25 | 0.00 |
| Overall | 4.75 | 4.75 | 6.17 | 6.83 | 7.67 |
| Site | Sampling Season | GZ | Items/m2 | Items/L |
|---|---|---|---|---|
| Goro | Summer 2023 | SZ | 1200 2 | 400.00 2 |
| Autumn 2023 | SZ | 1860 2 | 620.00 2 | |
| Winter 2024 | SZ | 1440 2 | 480.00 2 | |
| Spring 2024 | SZ | 4100 3 | 1366.67 3 | |
| Volano | Summer 2023 | SZ | 3820 3 | 1273.33 3 |
| LB | 3560 3 | 1186.67 3 | ||
| UB | 2800 3 | 933.33 3 | ||
| DF | 2920 3 | 973.33 3 | ||
| DC | 3700 3 | 1233.33 3 | ||
| Autumn 2023 | SZ | 1540 2 | 513.33 2 | |
| LB | 1700 2 | 566.67 2 | ||
| UB | 4360 3 | 1453.33 3 | ||
| DF | 1340 2 | 446.67 2 | ||
| DC | 2060 2 | 686.67 2 | ||
| Winter 2024 | SZ | 520 1 | 173.33 1 | |
| LB | 1420 2 | 473.33 2 | ||
| UB | 2340 2 | 780.00 2 | ||
| DF | 980 2 | 326.67 2 | ||
| DC | 1660 2 | 553.33 2 | ||
| Spring 2024 | SZ | 1580 2 | 526.67 2 | |
| LB | 2560 3 | 853.33 3 | ||
| UB | 2220 2 | 740.00 2 | ||
| DF | 2460 2 | 820.00 2 | ||
| DC | 2620 3 | 873.33 3 | ||
| Estensi | Summer 2023 | SZ | 2040 2 | 680.00 2 |
| LB | 2360 2 | 786.67 2 | ||
| UB | 2540 3 | 846.67 3 | ||
| DF | 2520 3 | 840.00 3 | ||
| DC | 3360 3 | 1120.00 3 | ||
| Autumn 2023 | SZ | 1740 2 | 580.00 2 | |
| LB | 3320 3 | 1106.67 3 | ||
| UB | 2440 2 | 813.33 2 | ||
| DF | 2760 3 | 920.00 3 | ||
| DC | 4260 3 | 1420.00 3 | ||
| Winter 2024 | SZ | 260 1 | 86.67 1 | |
| LB | 1320 2 | 440.00 2 | ||
| UB | 880 2 | 293.33 2 | ||
| DF | 500 1 | 166.67 1 | ||
| DC | 1140 2 | 380.00 2 | ||
| Spring 2024 | SZ | 1800 2 | 600.00 2 | |
| LB | 1820 2 | 606.67 2 | ||
| UB | 1620 2 | 540.00 2 | ||
| DF | 1600 2 | 533.33 2 | ||
| DC | 1820 2 | 606.67 2 | ||
| Spina | Autumn 2023 | SZ | 3220 3 | 1073.33 3 |
| LB | 3600 3 | 1200.00 3 | ||
| UB | 2440 2 | 813.33 2 | ||
| DF | 3000 3 | 1000.00 3 | ||
| DC | 2520 3 | 840.00 3 | ||
| Winter 2024 | SZ | 1400 2 | 466.67 2 | |
| LB | 3220 3 | 1073.33 3 | ||
| UB | 2260 2 | 753.33 2 | ||
| DF | 6920 3 | 2306.67 3 | ||
| DC | 1700 2 | 566.67 2 | ||
| Spring 2024 | SZ | 1780 2 | 593.33 2 | |
| LB | 1640 2 | 546.67 2 | ||
| UB | 2280 2 | 760.00 2 | ||
| DF | 4440 3 | 1480.00 3 | ||
| DC | 2940 3 | 980.00 3 | ||
| Summer 2024 | SZ | 2180 2 | 726.67 2 | |
| LB | 2780 3 | 926.67 3 | ||
| UB | 1920 2 | 640.00 2 | ||
| DF | 5100 3 | 1700.00 3 | ||
| DC | 3540 3 | 1180.00 3 |
| Items/m2 | ||||
|---|---|---|---|---|
| Summer | Autumn | Winter | Spring | |
| Goro | 1200.00 | 1860.00 | 1440.00 | 4100.00 |
| Volano | 3360.00 | 2200.00 | 1600.00 | 2288.00 |
| Estensi | 2564.00 | 2904.00 | 1113.33 | 1732.00 |
| Spina | 3104.00 | 2956.00 | 3100.00 | 2616.00 |
| Overall | 2896.25 | 2635.00 | 2052.31 | 2330.00 |
| Items/m2 | |||||
|---|---|---|---|---|---|
| SZ | LB | UB | DF | DC | |
| Goro | 2150.00 | - | - | - | - |
| Volano | 2313.33 | 2310.00 | 2930.00 | 1925.00 | 2510.00 |
| Estensi | 1860.00 | 2205.00 | 1870.00 | 2293.33 | 2645.00 |
| Spina | 2145.00 | 2810.00 | 2225.00 | 4865.00 | 2675.00 |
| Overall | 2121.43 | 2441.67 | 2341.67 | 3094.55 | 2610.00 |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Buoninsegni, J.; Anfuso, G.; Tessari, U.; Giro, V.; Marrocchino, E.; Vaccaro, C. Seasonal and Cross-Shore Assessment of Large and Small Microplastics Collected on the Ferrara Coast (Italy). Microplastics 2026, 5, 15. https://doi.org/10.3390/microplastics5010015
Buoninsegni J, Anfuso G, Tessari U, Giro V, Marrocchino E, Vaccaro C. Seasonal and Cross-Shore Assessment of Large and Small Microplastics Collected on the Ferrara Coast (Italy). Microplastics. 2026; 5(1):15. https://doi.org/10.3390/microplastics5010015
Chicago/Turabian StyleBuoninsegni, Joana, Giorgio Anfuso, Umberto Tessari, Valentina Giro, Elena Marrocchino, and Carmela Vaccaro. 2026. "Seasonal and Cross-Shore Assessment of Large and Small Microplastics Collected on the Ferrara Coast (Italy)" Microplastics 5, no. 1: 15. https://doi.org/10.3390/microplastics5010015
APA StyleBuoninsegni, J., Anfuso, G., Tessari, U., Giro, V., Marrocchino, E., & Vaccaro, C. (2026). Seasonal and Cross-Shore Assessment of Large and Small Microplastics Collected on the Ferrara Coast (Italy). Microplastics, 5(1), 15. https://doi.org/10.3390/microplastics5010015

