The analysis of environmental occurrence of microplastic (MP) particles has gained notable attention within the past decade. An effective risk assessment of MP litter requires elucidating sources of MP particles, their pathways of distribution and, ultimately, sinks. Therefore, sampling has to be done in high frequency, both spatially and temporally, resulting in a high number of samples to analyze. Microspectroscopy techniques, such as FTIR imaging or Raman particle measurements allow an accurate analysis of MP particles regarding their chemical classification and size. However, these methods are time-consuming, which gives motivation to establish subsampling protocols that require measuring less particles, while still obtaining reliable results. The challenge regarding the subsampling of environmental MP samples lies in the heterogeneity of MP types and the relatively low numbers of target particles. Herein, we present a comprehensive assessment of different proposed subsampling methods on a selection of real-world samples from different environmental compartments. The methods are analyzed and compared with respect to resulting MP count errors, which eventually allows giving recommendations for staying within acceptable error margins. Our results are based on measurements with Raman microspectroscopy, but are applicable to any other analysis technique. We show that the subsampling-errors are mainly due to statistical counting errors (i.e., extrapolation from low numbers) and only in edge cases additionally impacted by inhomogeneous distribution of particles on the filters. Keeping the subsampling-errors low can mainly be realized by increasing the fraction of MP particles in the samples.
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Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Univ Georgia, Coll Engn, Athens, GA 30602 USA
Soc Conservat Biol, David H Smith Conservat Res Program, Washington, DC 20005 USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Borrelle, Stephanie B.
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Ringma, Jeremy
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Univ Western Australia, Sch Biol Sci, Crawley, WA USA
Univ Queensland, Ctr Biodivers & Conservat Sci, St Lucia, Qld, Australia
Univ Hawaii Manoa, NREM, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Ringma, Jeremy
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Law, Kara Lavender
论文数: 0引用数: 0
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Sea Educ Assoc, Woods Hole, MA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Law, Kara Lavender
;
Monnahan, Cole C.
论文数: 0引用数: 0
h-index: 0
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NOAA, Status Stocks & Multispecies Assessments Program, Resource Ecol & Fisheries Management, Alaska Fisheries Sci Ctr, Seattle, WA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Monnahan, Cole C.
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Lebreton, Laurent
论文数: 0引用数: 0
h-index: 0
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Ocean Cleanup Fdn, Rotterdam, Netherlands
Modelling House, Raglan, New ZealandUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Lebreton, Laurent
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McGivern, Alexis
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Murphy, Erin
论文数: 0引用数: 0
h-index: 0
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Arizona State Univ, Ctr Biodivers Outcomes, Tempe, AZ USA
Arizona State Univ, Sch Life Sci, Tempe, AZ USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Murphy, Erin
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Jambeck, Jenna
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Leonard, George H.
论文数: 0引用数: 0
h-index: 0
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Ocean Conservancy, Washington, DC USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Leonard, George H.
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Hilleary, Michelle A.
论文数: 0引用数: 0
h-index: 0
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Virginia Polytech Inst & State Univ, Ctr Leadership Global Sustainabil, Alexandria, VA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Hilleary, Michelle A.
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Eriksen, Marcus
论文数: 0引用数: 0
h-index: 0
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5 Gyres Inst, Los Angeles, CA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Eriksen, Marcus
;
Possingham, Hugh P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Biol Sci, Brisbane, Qld, Australia
Nature Conservancy, 1815 N Lynn St, Arlington, VA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Possingham, Hugh P.
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De Frond, Hannah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
De Frond, Hannah
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Gerber, Leah R.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Ctr Biodivers Outcomes, Tempe, AZ USA
Arizona State Univ, Sch Life Sci, Tempe, AZ USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Gerber, Leah R.
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Polidoro, Beth
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Tahir, Akbar
论文数: 0引用数: 0
h-index: 0
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Univ Hasanuddin, Fac Marine & Fisheries Sci, Dept Marine Sci, Makassar, Indonesia
Univ Hasanuddin, Res Ctr Nat Heritage Biodivers & Climate Change, Makassar, IndonesiaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Tahir, Akbar
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Bernard, Miranda
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Mallos, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Conservancy, Washington, DC USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Mallos, Nicholas
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Barnes, Megan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, NREM, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
Univ Western Australia, Ctr Environm Econ & Policy, Crawley, WA, AustraliaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Barnes, Megan
;
Rochman, Chelsea M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Univ Georgia, Coll Engn, Athens, GA 30602 USA
Soc Conservat Biol, David H Smith Conservat Res Program, Washington, DC 20005 USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Borrelle, Stephanie B.
;
Ringma, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Biol Sci, Crawley, WA USA
Univ Queensland, Ctr Biodivers & Conservat Sci, St Lucia, Qld, Australia
Univ Hawaii Manoa, NREM, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Ringma, Jeremy
;
Law, Kara Lavender
论文数: 0引用数: 0
h-index: 0
机构:
Sea Educ Assoc, Woods Hole, MA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Law, Kara Lavender
;
Monnahan, Cole C.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Status Stocks & Multispecies Assessments Program, Resource Ecol & Fisheries Management, Alaska Fisheries Sci Ctr, Seattle, WA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Monnahan, Cole C.
;
Lebreton, Laurent
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Cleanup Fdn, Rotterdam, Netherlands
Modelling House, Raglan, New ZealandUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Lebreton, Laurent
;
论文数: 引用数:
h-index:
机构:
McGivern, Alexis
;
Murphy, Erin
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Ctr Biodivers Outcomes, Tempe, AZ USA
Arizona State Univ, Sch Life Sci, Tempe, AZ USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Murphy, Erin
;
论文数: 引用数:
h-index:
机构:
Jambeck, Jenna
;
Leonard, George H.
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Conservancy, Washington, DC USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Leonard, George H.
;
Hilleary, Michelle A.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Ctr Leadership Global Sustainabil, Alexandria, VA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Hilleary, Michelle A.
;
Eriksen, Marcus
论文数: 0引用数: 0
h-index: 0
机构:
5 Gyres Inst, Los Angeles, CA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Eriksen, Marcus
;
Possingham, Hugh P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Biol Sci, Brisbane, Qld, Australia
Nature Conservancy, 1815 N Lynn St, Arlington, VA USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Possingham, Hugh P.
;
De Frond, Hannah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
De Frond, Hannah
;
Gerber, Leah R.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Ctr Biodivers Outcomes, Tempe, AZ USA
Arizona State Univ, Sch Life Sci, Tempe, AZ USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Gerber, Leah R.
;
论文数: 引用数:
h-index:
机构:
Polidoro, Beth
;
Tahir, Akbar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hasanuddin, Fac Marine & Fisheries Sci, Dept Marine Sci, Makassar, Indonesia
Univ Hasanuddin, Res Ctr Nat Heritage Biodivers & Climate Change, Makassar, IndonesiaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Tahir, Akbar
;
论文数: 引用数:
h-index:
机构:
Bernard, Miranda
;
Mallos, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Conservancy, Washington, DC USAUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Mallos, Nicholas
;
Barnes, Megan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, NREM, Dept Nat Resources & Environm Management, Honolulu, HI 96822 USA
Univ Western Australia, Ctr Environm Econ & Policy, Crawley, WA, AustraliaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada
Barnes, Megan
;
Rochman, Chelsea M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaUniv Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, Canada