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Burgess HK, Jones TT, Lindsey JK, Herring CE, Lippiatt SM, Parrish JK, Uhrin AV. How we count counts: Examining influences on detection during shoreline surveys of marine debris. MARINE POLLUTION BULLETIN 2024; 198:115905. [PMID: 38101058 DOI: 10.1016/j.marpolbul.2023.115905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 11/30/2023] [Accepted: 12/03/2023] [Indexed: 12/17/2023]
Abstract
Shoreline surveys are a common approach for documenting loads of marine macrodebris (≥ 2.5 cm). When surveys are conducted repeatedly over time and space, patterns in source, abundance, geographic distribution, and composition can be detected. Yet to realize their full potential, monitoring programs that rely on surveys must grapple with high variability in debris abundance, and appropriately manage uncertainty when reporting estimates of debris quantity. A potentially important source of bias in estimating debris loads from shoreline monitoring datasets is variability in debris detection rates. With this in mind, we conducted field experiments using common strip-transect marine debris survey protocols, designed to test detection of macrodebris. We quantified how protocol, shoreline, and debris characteristics influence the detectability of marine macrodebris. Detection rates varied according to debris distance from observer (0-5 m), number of observers, debris characteristics (size, color), and shoreline substrate. Our results highlight considerations for monitoring program design. Comparisons across datasets should be approached cautiously given differences in survey protocols and sources of bias that may affect debris density estimates should be quantified and addressed. We hope these results will inform marine debris monitoring efforts that are optimized for intended data use and impact.
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Affiliation(s)
- Hillary K Burgess
- Genwest Systems, Inc., Edmonds, WA, USA; Department of Commerce, National Oceanic and Atmospheric Administration, National Ocean Service, Office of Response and Restoration, Marine Debris Division, Silver Spring, MD 20910, USA.
| | - Timothy T Jones
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
| | - Jacqueline K Lindsey
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
| | - Carlie E Herring
- Department of Commerce, National Oceanic and Atmospheric Administration, National Ocean Service, Office of Response and Restoration, Marine Debris Division, Silver Spring, MD 20910, USA
| | | | - Julia K Parrish
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, USA
| | - Amy V Uhrin
- Department of Commerce, National Oceanic and Atmospheric Administration, National Ocean Service, Office of Response and Restoration, Marine Debris Division, Silver Spring, MD 20910, USA
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Gomez NCF, Cragg SM, Ghiglione JF, Onda DFL. Accumulation and exposure classifications of plastics in the different coastal habitats in the western Philippine archipelago. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 337:122602. [PMID: 37741539 DOI: 10.1016/j.envpol.2023.122602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 09/25/2023]
Abstract
Studies consistently ranked the Philippines as one of the top contributors of plastic wastes leaking into the ocean. However, most of these were based on probabilities and estimates due to lack of comprehensive ground-truth data, resulting also in the limited understanding of the contributing factors and drivers of local pollution. This makes it challenging to develop science-driven and locally-contextualized policies and interventions to mitigate the problem. Here, 56 sites from different coastal habitats in the western Philippine archipelago were surveyed for macroplastics standing stock, representing geographic regions with varying demography and economic activities. Clustering of sites revealed three potential influencing factors to plastic accumulation: population density, wind and oceanic transport, and habitat type. Notably, the amount and types of dominant plastics per geographic region varied significantly. Single-use plastics (food packaging and sachets) were the most abundant in sites adjacent to densely populated and highly urbanized areas (Manila Bay and eastern Palawan), while fishing-related materials dominated in less populated and fishing-dominated communities (western Palawan and Bolinao), suggesting the local industries significantly contributing to the mismanaged plastics in the surveyed sites. Meanwhile, isolated areas such as islands were characterized by the abundance of buoyant materials (drinking bottles and hygiene product containers), emphasizing the role of oceanic transport and strong connectivity in the oceans. Exposure assessment also identified single-use and fishing-related plastics to be of "high exposure (Type 4)" due to their high abundance and high occurrence. These increase their chances of encountering and interacting with organisms and habitats, thus, resulting into more potential harm. This study is the first comprehensive work done in western Philippines, and results will help contextualize local pollution, facilitating more effective management and policymaking.
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Affiliation(s)
- Norchel Corcia F Gomez
- Microbial Oceanography Laboratory, The Marine Science Institute, University of the Philippines Diliman, Quezon City, 1101, Philippines
| | - Simon M Cragg
- Institute of Marine Sciences and Centre for Enzyme Innovation, School of Biological Sciences, University of Portsmouth, Portsmouth, United Kingdom
| | - Jean-François Ghiglione
- Centre National de la Recherche Scientifique (CNRS), Sorbonne Université, Laboratoire d'Océanographie Microbienne (LOMIC), UMR 7621, Observatoire Océanologique de Banyuls, Banyuls sur mer, France
| | - Deo Florence L Onda
- Microbial Oceanography Laboratory, The Marine Science Institute, University of the Philippines Diliman, Quezon City, 1101, Philippines; Pag-asa Island Research Station (PIRS), The Marine Science Institute, Pag-asa Island, Kalayaan Island Group, West Philippine Sea, Philippines.
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Grundlehner A, Diepens NJ, Linders T, Peeters ETHM, Koelmans AA. Towards continuous mass and size distributions for beach plastic litter: Spatiotemporal analyses of abundance and composition. JOURNAL OF HAZARDOUS MATERIALS 2023; 458:131984. [PMID: 37421860 DOI: 10.1016/j.jhazmat.2023.131984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/10/2023]
Abstract
Beaches are known as hotspots for the accumulation of plastic debris and are widely used for monitoring marine litter on a global scale. However, there is a significant knowledge gap regarding temporal trends in marine plastic pollution. Moreover, existing studies on beach plastics and popular monitoring protocols only provide count data. Consequently, it is not possible to monitor marine litter based on weights, which hampers the further application of beach plastic data. To address these gaps, we conducted an analysis of spatial and temporal trends in plastic abundance and composition using OSPAR beach litter monitoring data from 2001 to 2020. We established size and weight ranges for 75 (macro-)plastic categories to estimate the total plastic weight, enabling us to investigate plastic compositions. While the amount of plastic litter exhibits significant spatial variation, most individual beaches displayed notable temporal trends. The spatial variation in composition is primarily attributed to differences in total plastic abundance. We describe the compositions of beach plastics using generic probability density functions (PDFs) for item size and weight. Our trend analysis, method for estimating plastic weight from count data, and PDFs for beached plastic debris represent novel contributions to the field of plastic pollution science.
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Affiliation(s)
- Anne Grundlehner
- Aquatic Ecology and Water Quality Management Group, Wageningen University & Research, P.O. Box 47, 6700 AA Wageningen, the Netherlands
| | - Noël J Diepens
- Aquatic Ecology and Water Quality Management Group, Wageningen University & Research, P.O. Box 47, 6700 AA Wageningen, the Netherlands
| | - Theo Linders
- Management, Nature & Landscape department, Central Government Real Estate Agency of the Dutch Ministry of the Interior and Kingdom Relations, Postbus 16169, 2500 BD The Hague, the Netherlands
| | - Edwin T H M Peeters
- Aquatic Ecology and Water Quality Management Group, Wageningen University & Research, P.O. Box 47, 6700 AA Wageningen, the Netherlands
| | - Albert A Koelmans
- Aquatic Ecology and Water Quality Management Group, Wageningen University & Research, P.O. Box 47, 6700 AA Wageningen, the Netherlands.
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