Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters
The size distribution of suspended particles influences several processes in aquatic ecosystems, including light propagation, trophic interactions, and biogeochemical cycling. The shape of the particle size distribution (PSD) is commonly modeled as a single-slope power law in oceanographic studies,...
Published in: | Journal of Geophysical Research: Oceans |
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Main Authors: | , , |
Format: | Article in Journal/Newspaper |
Language: | unknown |
Published: |
eScholarship, University of California
2020
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Subjects: | |
Online Access: | https://escholarship.org/uc/item/0432p4mc https://escholarship.org/content/qt0432p4mc/qt0432p4mc.pdf https://doi.org/10.1029/2020jc016218 |
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author | Runyan, Hugh Reynolds, Rick A Stramski, Dariusz |
author_facet | Runyan, Hugh Reynolds, Rick A Stramski, Dariusz |
author_sort | Runyan, Hugh |
collection | University of California: eScholarship |
container_issue | 6 |
container_title | Journal of Geophysical Research: Oceans |
container_volume | 125 |
description | The size distribution of suspended particles influences several processes in aquatic ecosystems, including light propagation, trophic interactions, and biogeochemical cycling. The shape of the particle size distribution (PSD) is commonly modeled as a single-slope power law in oceanographic studies, which can be used to further estimate the relative contributions of different particle size classes to particle number, area, and volume concentration. We use a data set of 168 high size-resolution PSD measurements in Arctic oceanic waters to examine variability in the shape of the PSD over the particle diameter range 0.8 to 120μm. An average value of -3.6±0.33 was obtained for the slope of a power law fitted over this size range, consistent with other studies. Our analysis indicates, however, that this model has significant limitations in adequately parameterizing the complexity of the PSD, and thus performs poorly in predicting the relative contributions of different size intervals such as those based on picoplankton, nanoplankton, and microplankton size classes. Similarly, median particle size was also generally a poor indicator of these size class contributions. Our results suggest that alternative percentile diameters derived from the cumulative distribution functions of particle number, cross-sectional area, and volume concentration may provide better metrics to capture the overall shape of the PSD and to quantify the contributions of different particle size classes. |
format | Article in Journal/Newspaper |
genre | Arctic Arctic Ocean |
genre_facet | Arctic Arctic Ocean |
geographic | Arctic Arctic Ocean |
geographic_facet | Arctic Arctic Ocean |
id | ftcdlib:oai:escholarship.org:ark:/13030/qt0432p4mc |
institution | Open Polar |
language | unknown |
op_collection_id | ftcdlib |
op_coverage | e2020jc016218 |
op_doi | https://doi.org/10.1029/2020jc016218 |
op_relation | qt0432p4mc https://escholarship.org/uc/item/0432p4mc https://escholarship.org/content/qt0432p4mc/qt0432p4mc.pdf doi:10.1029/2020jc016218 |
op_rights | CC-BY-NC |
op_source | Journal of Geophysical Research - Oceans, vol 125, iss 6 |
publishDate | 2020 |
publisher | eScholarship, University of California |
record_format | openpolar |
spelling | ftcdlib:oai:escholarship.org:ark:/13030/qt0432p4mc 2025-03-02T15:22:19+00:00 Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters Runyan, Hugh Reynolds, Rick A Stramski, Dariusz e2020jc016218 2020-06-01 application/pdf https://escholarship.org/uc/item/0432p4mc https://escholarship.org/content/qt0432p4mc/qt0432p4mc.pdf https://doi.org/10.1029/2020jc016218 unknown eScholarship, University of California qt0432p4mc https://escholarship.org/uc/item/0432p4mc https://escholarship.org/content/qt0432p4mc/qt0432p4mc.pdf doi:10.1029/2020jc016218 CC-BY-NC Journal of Geophysical Research - Oceans, vol 125, iss 6 Earth Sciences Atmospheric Sciences Arctic Ocean suspended particles particle size distribution Geophysics Oceanography Physical Geography and Environmental Geoscience article 2020 ftcdlib https://doi.org/10.1029/2020jc016218 2025-02-11T01:40:34Z The size distribution of suspended particles influences several processes in aquatic ecosystems, including light propagation, trophic interactions, and biogeochemical cycling. The shape of the particle size distribution (PSD) is commonly modeled as a single-slope power law in oceanographic studies, which can be used to further estimate the relative contributions of different particle size classes to particle number, area, and volume concentration. We use a data set of 168 high size-resolution PSD measurements in Arctic oceanic waters to examine variability in the shape of the PSD over the particle diameter range 0.8 to 120μm. An average value of -3.6±0.33 was obtained for the slope of a power law fitted over this size range, consistent with other studies. Our analysis indicates, however, that this model has significant limitations in adequately parameterizing the complexity of the PSD, and thus performs poorly in predicting the relative contributions of different size intervals such as those based on picoplankton, nanoplankton, and microplankton size classes. Similarly, median particle size was also generally a poor indicator of these size class contributions. Our results suggest that alternative percentile diameters derived from the cumulative distribution functions of particle number, cross-sectional area, and volume concentration may provide better metrics to capture the overall shape of the PSD and to quantify the contributions of different particle size classes. Article in Journal/Newspaper Arctic Arctic Ocean University of California: eScholarship Arctic Arctic Ocean Journal of Geophysical Research: Oceans 125 6 |
spellingShingle | Earth Sciences Atmospheric Sciences Arctic Ocean suspended particles particle size distribution Geophysics Oceanography Physical Geography and Environmental Geoscience Runyan, Hugh Reynolds, Rick A Stramski, Dariusz Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title | Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title_full | Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title_fullStr | Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title_full_unstemmed | Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title_short | Evaluation of Particle Size Distribution Metrics to Estimate the Relative Contributions of Different Size Fractions Based on Measurements in Arctic Waters |
title_sort | evaluation of particle size distribution metrics to estimate the relative contributions of different size fractions based on measurements in arctic waters |
topic | Earth Sciences Atmospheric Sciences Arctic Ocean suspended particles particle size distribution Geophysics Oceanography Physical Geography and Environmental Geoscience |
topic_facet | Earth Sciences Atmospheric Sciences Arctic Ocean suspended particles particle size distribution Geophysics Oceanography Physical Geography and Environmental Geoscience |
url | https://escholarship.org/uc/item/0432p4mc https://escholarship.org/content/qt0432p4mc/qt0432p4mc.pdf https://doi.org/10.1029/2020jc016218 |