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Table · dataset · 2026

<b>Reproducibility package for </b><b>Synoptic Wind-Dependent Sampling Asymmetry Biases Satellite Sea Surface Chlorophyll-a</b><b> </b><b>in the Mid-to-High-Latitude North Pacific and North Atlantic</b>

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.32687367.v1

<p dir="ltr">Satellite observations of sea surface chlorophyll-a concentration (SChl) provide a basin-scale record for interpreting marine productivity and upper ocean biogeochemical variability.

Description

However, clouds and other observational limits create gaps in SChl retrieval, which can bias the SChl record, especially in cloud-prone subpolar gyres. Here, we use satellite SChl data from 2010–2019 to quantify sampling bias associated with synoptic-scale wind speed conditions.

Compared with low wind speed conditions, high wind speed conditions are often cloudy, yielding fewer valid retrievals of SChl as well as lower observed SChl in subpolar gyres of North Atlantic and North Pacific. The wind-speed-dependent sampling asymmetry biases mean SChl upward; for instance, the largest SChl bias occurs in winter, with local values reaching over 10%. The resulting SChl bias also propagates into satellite-based estimates of ocean productivity.</p><p dir="ltr">This archive provides the reproducibility package associated with the manuscript.

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It includes the public analysis scripts, MATLAB builders for plot-ready NetCDF/CSV products, Python plotting scripts, and the plot-ready products used to generate the submitted main-text and supporting-information figures. Large original datasets are not included in this archive. They can be downloaded from the original public data providers listed in the manuscript Open Research statement.</p>

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Provenance · 11 source records, 110 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/326873675 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/326873675 d agoJSON v1
DMU Figshareoai:figshare.com:article/326873675 d agoJSON v1
HKU DataHuboai:figshare.com:article/326873674 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/326873674 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/326873674 d agoJSON v1
SUNScholarDataoai:figshare.com:article/326873674 d agoJSON v1
figshareoai:figshare.com:article/326873674 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/326873674 d agoJSON v1
GRANTS Dataoai:figshare.com:article/326873674 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/326873673 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
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concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
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concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:life-sciencesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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concepts[field].local:field:life-sciencesmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
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concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:life-sciencesmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
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concepts[modality].local:modality:remote-sensingmapping · datahub hku hkvocabulary-mapper@1.0.0keywords['remote sensing']
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