Mapping the sources and strands of marine debris via particle modelling and In-situ sampling approaches in archipelagic countries.
Beach clean-up
Floating debris
Makassar Strait
Marine litter
Ocean currents
Ocean health
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
28 10 2024
28 10 2024
Historique:
received:
13
05
2024
accepted:
17
09
2024
medline:
29
10
2024
pubmed:
29
10
2024
entrez:
29
10
2024
Statut:
epublish
Résumé
Marine debris (MD) is a global issue that remains unresolved in Indonesia where the accumulation of this kind of pollution poses a significant threat to the marine ecosystem and health of the ocean. Understanding the sources and locations of stranded debris is crucial in identifying the required regulations and mitigation strategies. This study used the hypothetical sources to identify the stranded debris along the coastline of Selayar Island and its surrounding seas. Using a combination of simulation and in-situ sampling methods, the simulation considered 13 hypothetical sources based on external factors such as river locations and surface ocean currents. This simulation result was then validated the simulation against beach litter observations and interview results with people. The results successfully mapped the sources and stranded MD in Selayar Island, indicating that the majority of MD originates from the island itself and the surrounding areas, influenced by oceanographic factors. The most frequently encountered locations of stranded MD are in the western coastal region including tourism areas and coastal ecosystem. Due to the oceanographic conditions, the stranded debris has varied quantities over the months, and higher in December represent the northwest monsoon (NWM) season, exceeding levels observed during the southeast monsoon (SEM). The study also identified that the main sources of debris are from Selayar Island and rivers from surrounding islands. This study also confirmed that oceanographic conditions such as surface ocean currents and wind pattern influenced the spreading of MD in Selayar Island. Due to the different ocean characteristics in different regions, a more detailed understanding and stranded of marine debris source which might provide more information for the explanation of the mechanism of marine debris pathways in Archipelagic Countries.
Identifiants
pubmed: 39468104
doi: 10.1038/s41598-024-73373-0
pii: 10.1038/s41598-024-73373-0
doi:
Substances chimiques
Waste Products
0
Water Pollutants
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
25804Informations de copyright
© 2024. The Author(s).
Références
Cheshire, A. et al. UNEP / IOC guidelines on Survey and Monitoring of Marine Litter. UNEP Reg. Seas Rep. Stud. (2009).
Kroon, F. J., Motti, C. E., Jensen, L. H. & Berry, K. L. E. Classification of marine microdebris: a review and case study on fish from the great barrier reef, Australia. Sci. Rep. 8, (2018).
Irwin, K. The impacts of marine debris: a review and synthesis of existing Research. 38 (2012).
Gall, S. C. & Thompson, R. C. The impact of debris on marine life. Mar. Pollut Bull. 92, 170–179 (2015).
doi: 10.1016/j.marpolbul.2014.12.041
pubmed: 25680883
Purba, N. P. et al. Vulnerability of Java Sea marine protected areas affected by marine debris. IOP Conf. Ser. Earth Environ. Sci. 584, 012029 (2020).
doi: 10.1088/1755-1315/584/1/012029
Ouyang, X. et al. Impact of marine debris on marine ecosystems and organisms. Frontiers in Marine Science vol. 10 Preprint at (2023). https://doi.org/10.3389/fmars.2023.1136431
Derraik, B. The Pollution of the Marine Environment by Plastic Debris: A Review Jos e e G. www.elsevier.com/locate/marpolbul
Graham, R. E. D. The marine litter issue in the Windward Islands- a pathway to responses using the DPSIR framework. Frontiers in Environmental Science vol. 11 Preprint at (2023). https://doi.org/10.3389/fenvs.2023.1150722
Jambeck, J. R. et al. Plastic waste inputs from land into the ocean. Sci. (1979). 347, 768–771 (2015).
Lebreton, L., Egger, M. & Slat, B. A global mass budget for positively buoyant macroplastic debris in the ocean. Sci. Rep. 9, (2019).
Dobler, D. et al. On the fate of floating marine debris carried to the Sea through the Main Rivers of Indonesia. J. Mar. Sci. Eng. 10, (2022).
Cordova, M. R. & Nurhati, I. S. Major sources and monthly variations in the release of land-derived marine debris from the Greater Jakarta area, Indonesia. Sci. Rep. 9, 1–8 (2019).
doi: 10.1038/s41598-019-55065-2
Maximenko, N., Hafner, J., Kamachi, M. & MacFadyen, A. Numerical simulations of debris drift from the Great Japan Tsunami of 2011 and their verification with observational reports. Mar. Pollut Bull. 132, 5–25 (2018).
doi: 10.1016/j.marpolbul.2018.03.056
pubmed: 29728262
Dobler, D. et al. Large impact of Stokes drift on the fate of surface floating debris in the South Indian Basin. Mar. Pollut Bull. 148, 202–209 (2019).
doi: 10.1016/j.marpolbul.2019.07.057
pubmed: 31434047
Purba, N. P. et al. Marine debris pathway across Indonesian Boundary seas. J. Ecol. Eng. 22, 82–98 (2021).
doi: 10.12911/22998993/132428
Maximenko, N., Hafner, J. & Niiler, P. Pathways of marine debris derived from trajectories of Lagrangian drifters. Mar. Pollut Bull. 65, 51–62 (2012).
doi: 10.1016/j.marpolbul.2011.04.016
pubmed: 21696778
Onink, V., Wichmann, D., Delandmeter, P. & van Sebille, E. The role of Ekman Currents, Geostrophy, and Stokes Drift in the Accumulation of floating Microplastic. J. Geophys. Res. Oceans. 124, 1474–1490 (2019).
doi: 10.1029/2018JC014547
pubmed: 31218155
pmcid: 6559306
Sebille, E. et al. The physical oceanography of the transport of Fl oating marine debris. Environ. Res. Lett. 15, 1–32 (2020).
Sari, D. A. A., Suryanto, Sudarwanto, A. S., Nugraha, S. & Utomowati, R. Reduce marine debris policy in Indonesia. in IOP Conference Series: Earth and Environmental Science vol. 724IOP Publishing Ltd, (2021).
Beaumont, N. J. et al. Global ecological, social and economic impacts of marine plastic. Mar. Pollut Bull. 142, 189–195 (2019).
doi: 10.1016/j.marpolbul.2019.03.022
pubmed: 31232294
Hinata, H., Sagawa, N., Kataoka, T. & Takeoka, H. Numerical modeling of the beach process of marine plastics: a probabilistic and diagnostic approach with a particle tracking method. Mar. Pollut Bull. 152, 110910 (2020).
doi: 10.1016/j.marpolbul.2020.110910
pubmed: 32479285
Van Sebille, E., England, M. H. & Froyland, G. Origin, dynamics and evolution of ocean garbage patches from observed surface drifters. Environ. Res. Lett. 7, (2012).
Supreeth Subbaraya, A., Breitenmoser, A., Molchanov, J., M¨uller, C. & Oberg, D. A. C. and G. S. S. Design of Lagrangian Drifters for Ocean Monitoring. 1–9 (2016).
Rizal, A. et al. IOP Publishing Ltd,. Tracking the Stranded Area of Marine Debris in Indonesian coasts by using Floating Drifter. in IOP Conference Series: Earth and Environmental Science vol. 925 (2021).
Purba, N. P. & Faizal, I. Performance of Float Artificial Debris (FAD) with Lagrangian Concept. vol. 12 (2019). http://www.bioflux.com.ro/aacl
Moy, K. et al. Mapping coastal marine debris using aerial imagery and spatial analysis. Mar. Pollut Bull. 132, 52–59 (2018).
doi: 10.1016/j.marpolbul.2017.11.045
pubmed: 29273243
Booth, H., Ma, W. & Karakuş, O. High-precision density mapping of marine debris and floating plastics via satellite imagery. Sci. Rep. 13, (2023).
Durgadoo, J. V. et al. Strategies for simulating the drift of marine debris. J. Oper. Oceanogr. 0, 1–12 (2019).
Rahmania, R. et al. IOP Publishing Ltd,. Mapping seasonal marine debris patterns and potential hotspots in Banten Bay, Indonesia. in IOP Conference Series: Earth and Environmental Science vol. 763 (2021).
Maximenko, N. & Hafner, J. SCUD ☺ : Surface CUrrents from Diagnostic Model. (2010). http://www.thefreedictionary.com
Lebreton, L. C. M., Greer, S. D. & Borrero, J. C. Numerical modelling of floating debris in the world’s oceans. Mar. Pollut Bull. 64, 653–661 (2012).
doi: 10.1016/j.marpolbul.2011.10.027
pubmed: 22264500
Hardesty, B. D. et al. Using Numerical Model simulations to improve the understanding of micro-plastic distribution and pathways in the Marine Environment. Front. Mar. Sci. 4, 1–9 (2017).
doi: 10.3389/fmars.2017.00030
Irfan, T., Isobe, A. & Matsuura, H. A particle tracking model approach to determine the dispersal of riverine plastic debris released into the Indian Ocean. Mar. Pollut Bull. 199, (2024).
Delandmeter, P. & Van Sebille, E. The parcels v2.0 Lagrangian framework: new field interpolation schemes. Geosci. Model. Dev. 12, 3571–3584 (2019).
doi: 10.5194/gmd-12-3571-2019
Beegle-Krause, C. J. General NOAA oil modeling environment (GNOME): A new spill trajectory model. 2005 International Oil Spill Conference, IOSC 2005 3277–3283 (2005).
Duran, R. et al. Simulation of the 2003 Foss Barge - Point wells oil spill: a comparison between BLOSOM and GNOME oil spill models. J. Mar. Sci. Eng. 6, 1–39 (2018).
doi: 10.3390/jmse6030104
Vriend, P. Plastic pollution research in Indonesia : state of science and future research directions to reduce impacts this manuscript is a pre-print and has been submitted for publication in Frontiers in Environmental Science. Subsequent Versions may have Slightly. 9, 1–12 (2021).
Halpern, B. S. et al. An index to assess the health and benefits of the global ocean. Nature. 488, 615–620 (2012).
doi: 10.1038/nature11397
pubmed: 22895186
Purba, N. P. et al. Marine debris in Indonesia: A review of research and status. Marine Pollution Bulletin vol. 146 134–144 Preprint at (2019). https://doi.org/10.1016/j.marpolbul.2019.05.057
Nurhati, I. S. & Cordova, M. R. Marine plastic debris in Indonesia: baseline estimates (2010–2019) and monitoring strategies (2021–2025). Mar. Res. Indonesia. 45, 97–102 (2020).
doi: 10.14203/mri.v45i2.581
Ondara, K. & Dhiauddin, R. Indonesia Marine debris: Banda Aceh Coastal Environment Identification. Jurnal Kelautan Tropis. 23, 117 (2020).
doi: 10.14710/jkt.v23i1.6238
Faizal, I., Anna, Z., Utami, S. T. & Mulyani, P. G. & Purba, N. P. Baseline data of marine debris in the Indonesia beaches. Data Brief. 41, (2022).
Wulandari, P. et al. The health status of coral reef ecosystem in Taka Bonerate, Kepulauan Selayar Biosphere Reserve, Indonesia. Biodiversitas. 23, 721–732 (2022).
doi: 10.13057/biodiv/d230217
Nuzula, F., Syamsudin, M. L., Yuliadi, L. P. S. & Purba, N. P. & Martono. Eddies spatial variability at Makassar Strait - Flores Sea. in IOP Conference Series: Earth and Environmental Science vol. 54 (2017).
Furue, R., Nonaka, M. & Sasaki, H. The intrinsic variability of the Indonesian Throughflow. Front. Mar. Sci. 10, (2023).
Galgani, F. Marine litter, future prospects for research. Front. Mar. Sci. 2, 1–5 (2015).
doi: 10.3389/fmars.2015.00087
Carlson, D. F. et al. Combining litter observations with a Regional Ocean Model to identify sources and sinks of floating debris in a semi-enclosed Basin: the Adriatic Sea. Front. Mar. Sci. 4, (2017).
Hermawan, R., Damar, A. & Hariyadi, S. Economic impact from plastic debris on Selayar Island, South Sulawesi. Jurnal Ilmu Dan. Teknologi Kelautan Tropis. 9, 327–336 (2017).
doi: 10.29244/jitkt.v9i1.17945
Selamat, M. B. et al. IOP Publishing Ltd,. Mangrove condition at Selayar Island based on field data and NDVI. in IOP Conference Series: Earth and Environmental Science vol. 860 (2021).
Haiyqal, S. V. & Efendi, U. The Marine dynamics of Selayar Island Waters at eastern season in 2015. Bull. Meteorol. Climatology Geophys. 5, 28–36 (2024).
Fan, W. et al. Variability of the Indonesian Throughflow in the Makassar Strait over the Last 30 ka. Sci. Rep. 8, 1–8 (2018).
doi: 10.1038/s41598-018-24055-1
Faizal, I. et al. Physical control on marine debris spreading around Muara Gembong, Jakarta Bay. J. Ecol. Eng. 23, 12–20 (2022).
doi: 10.12911/22998993/150718
Faizal, A., Werorilangi, S. & Samad, W. The influence of Ocean current patterns on surface marine debris distribution in Makassar City Waters. Jurnal IPTEKS PSP. 10, 1–15 (2023).
Handyman, D. et al. Microplastics Patch based on Hydrodynamic modeling in the North Indramayu, Java Sea. Pol. J. Environ. Stud. 28, 1–8 (2018).
doi: 10.15244/pjoes/81704
Zelenke, B., O’Connor, C., Barker, C., Beegle-Krause, C. J. & Eclipse, L. General NOAA Operational Modeling Environment (GNOME) Technical Documentation U.S. Dept. of Commerce, NOAA. (2012). http://response.restoration.noaa.gov/gnome_manual
Abimanyu, A., Pranowo, W. S., Faizal, I., Afandi, N. K. A. & Purba, N. P. Reconstruction of oil spill trajectory in the Java Sea, Indonesia using Sar Imagery. Geogr. Environ. Sustain. 14, 177–184 (2021).
doi: 10.24057/2071-9388-2020-21
Zelenke, B., O’Connor, C., Barker, C., Beegle-Krause, C. J. & Eclipse, L. General NOAA Operational Modeling Environment (GNOME) Technical Documentation U.S. Dept. of Commerce, NOAA. (2012).
Chambers, J. M. Software for Data Analysis: Programming with Rvol. 2 (Springer, 2008).
Rugebregt, M. J. et al. Indonesian through-Flow Water Mass circulation in the Makassar Strait and Lombok Strait, Indonesia. Migration Lett. 20, 1190–1198 (2023).
Prihatiningsih, I., Jaya, I., Atmadipoera, A. S. & Zuraida, R. Stratification and characteristic of Water masses in Selayar Slope-Southern Makassar Strait. Omni-Akuatika. 17, 27–36 (2021).
doi: 10.20884/1.oa.2021.17.1.620
Wicaksono, E. A., Werorilangi, S. & Tahir, A. The influence of weirs on microplastic fate in the riverine environment (case study: Jeneberang River, Makassar City, Indonesia). in IOP Conference Series: Earth and Environmental Science vol. 763IOP Publishing Ltd, (2021).
Maximenko, N. et al. Towards the integrated marine debris observing system. Frontiers in Marine Science vol. 6 Preprint at (2019). https://doi.org/10.3389/fmars.2019.00447
Putri, R. A. & Hudaya, M. The establishment of ASEAN Framework of Action on Marine debris: the Role of Shared Knowledge. Global: Jurnal Politik Internasional. 24, 63–84 (2022).