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Spatio-Temporal Variations of Winter Phytoplankton Blooms Northwest of the Luzon Island in the South China Sea
Phytoplankton is a key component of marine ecosystems. Winter phytoplankton blooms are frequently observed northwest of Luzon Island in the South China Sea. In this study, with the multi-satellite merged ocean color remote sensing data from November 1999 to February 2015, we examine the spatial and...
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Published in: | Frontiers in Marine Science 2021-01, Vol.8 |
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description | Phytoplankton is a key component of marine ecosystems. Winter phytoplankton blooms are frequently observed northwest of Luzon Island in the South China Sea. In this study, with the multi-satellite merged ocean color remote sensing data from November 1999 to February 2015, we examine the spatial and temporal changes of chlorophyll-
a
(Chl-
a
) concentration and further investigate its response to physical environment parameters including wind speed, Ekman transport, Ekman pumping velocity, sea surface temperature, and sea level anomalies in the region northwest of Luzon Island. The main factors affecting the distribution of Chl-
a
are discussed by using the partial correlation analysis and multiple stepwise linear regression analysis. The results show that centers of winter Chl-
a
blooms northwest of Luzon Island often occur near 119.5°E, 19.5°N. The significant multiple correlation (
r
= 0.76,
p
< 0.01) between Chl-
a
and oceanic conditions indicates that both the wind component parallel to the coastline and the wind stress curls enhance the winter upwelling in the study area, consistent with previous studies. A novel finding in the present study is that the winter bloom center is located north of the upwelling center, attributed to the advection effect of the northward background coastal flow. |
doi_str_mv | 10.3389/fmars.2021.637499 |
format | article |
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a
(Chl-
a
) concentration and further investigate its response to physical environment parameters including wind speed, Ekman transport, Ekman pumping velocity, sea surface temperature, and sea level anomalies in the region northwest of Luzon Island. The main factors affecting the distribution of Chl-
a
are discussed by using the partial correlation analysis and multiple stepwise linear regression analysis. The results show that centers of winter Chl-
a
blooms northwest of Luzon Island often occur near 119.5°E, 19.5°N. The significant multiple correlation (
r
= 0.76,
p
< 0.01) between Chl-
a
and oceanic conditions indicates that both the wind component parallel to the coastline and the wind stress curls enhance the winter upwelling in the study area, consistent with previous studies. A novel finding in the present study is that the winter bloom center is located north of the upwelling center, attributed to the advection effect of the northward background coastal flow.</description><identifier>ISSN: 2296-7745</identifier><identifier>EISSN: 2296-7745</identifier><identifier>DOI: 10.3389/fmars.2021.637499</identifier><language>eng</language><publisher>Lausanne: Frontiers Research Foundation</publisher><subject>advection effect ; Anomalies ; Blooms ; Chlorophyll ; Chlorophyll a ; Correlation analysis ; Ekman pumping ; Ekman transport ; Environmental changes ; Marine ecosystems ; Ocean circulation ; Ocean colour ; Phytoplankton ; Plankton ; Regression analysis ; Remote sensing ; Remote sensing systems ; Salinity ; Satellites ; Sea level ; Sea surface ; Sea surface temperature ; temperature ; Temporal variations ; Upwelling ; Wind ; Wind speed ; Wind stress ; Winter ; winter phytoplankton blooms</subject><ispartof>Frontiers in Marine Science, 2021-01, Vol.8</ispartof><rights>2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c382t-bbc4061481c50bd2bf80a15e132b8581d24c1ff708506763be92fa45422d19f43</citedby><cites>FETCH-LOGICAL-c382t-bbc4061481c50bd2bf80a15e132b8581d24c1ff708506763be92fa45422d19f43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2480891667/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2480891667?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25752,27923,27924,37011,44589,74897</link.rule.ids></links><search><creatorcontrib>Gao, Hui</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Han, Guoqi</creatorcontrib><creatorcontrib>Dong, Changming</creatorcontrib><title>Spatio-Temporal Variations of Winter Phytoplankton Blooms Northwest of the Luzon Island in the South China Sea</title><title>Frontiers in Marine Science</title><description>Phytoplankton is a key component of marine ecosystems. Winter phytoplankton blooms are frequently observed northwest of Luzon Island in the South China Sea. In this study, with the multi-satellite merged ocean color remote sensing data from November 1999 to February 2015, we examine the spatial and temporal changes of chlorophyll-
a
(Chl-
a
) concentration and further investigate its response to physical environment parameters including wind speed, Ekman transport, Ekman pumping velocity, sea surface temperature, and sea level anomalies in the region northwest of Luzon Island. The main factors affecting the distribution of Chl-
a
are discussed by using the partial correlation analysis and multiple stepwise linear regression analysis. The results show that centers of winter Chl-
a
blooms northwest of Luzon Island often occur near 119.5°E, 19.5°N. The significant multiple correlation (
r
= 0.76,
p
< 0.01) between Chl-
a
and oceanic conditions indicates that both the wind component parallel to the coastline and the wind stress curls enhance the winter upwelling in the study area, consistent with previous studies. A novel finding in the present study is that the winter bloom center is located north of the upwelling center, attributed to the advection effect of the northward background coastal flow.</description><subject>advection effect</subject><subject>Anomalies</subject><subject>Blooms</subject><subject>Chlorophyll</subject><subject>Chlorophyll a</subject><subject>Correlation analysis</subject><subject>Ekman pumping</subject><subject>Ekman transport</subject><subject>Environmental changes</subject><subject>Marine ecosystems</subject><subject>Ocean circulation</subject><subject>Ocean colour</subject><subject>Phytoplankton</subject><subject>Plankton</subject><subject>Regression analysis</subject><subject>Remote sensing</subject><subject>Remote sensing systems</subject><subject>Salinity</subject><subject>Satellites</subject><subject>Sea level</subject><subject>Sea surface</subject><subject>Sea surface temperature</subject><subject>temperature</subject><subject>Temporal variations</subject><subject>Upwelling</subject><subject>Wind</subject><subject>Wind speed</subject><subject>Wind stress</subject><subject>Winter</subject><subject>winter phytoplankton blooms</subject><issn>2296-7745</issn><issn>2296-7745</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpNkdFr2zAQxk1ZoaHLH7A3QZ-d6SRZlh63sK2BsBWSdo_ibEu1M8fyJIWS_vV1kjH6dMenj-9O98uyT0AXnCv92e0xxAWjDBaSl0Lrq2zGmJZ5WYriw7v-JpvHuKOUAhe0EHqWDZsRU-fzrd2PPmBPnjB0J2WIxDvyuxuSDeShPSY_9jj8SX4gX3vv95H89CG1LzamkzG1lqwPr9PrKk6-hnTDWdv4Q2rJsu0GJBuLH7Nrh32083_1Nnv8_m27vM_Xv36sll_Wec0VS3lV1YJKEArqglYNq5yiCIUFzipVKGiYqMG5kqqCylLyymrmUBSCsQa0E_w2W11yG487M4ZuutDReOzMWfDh2WBIXd1bU-hSS9lMSehEiYAcACqtmOSqYminrLtL1hj838P0X7PzhzBM6xsmFFUapCwnF1xcdfAxBuv-TwVqTpTMmZI5UTIXSvwNmMOFXg</recordid><startdate>20210126</startdate><enddate>20210126</enddate><creator>Gao, Hui</creator><creator>Zhao, Hui</creator><creator>Han, Guoqi</creator><creator>Dong, Changming</creator><general>Frontiers Research Foundation</general><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TN</scope><scope>7XB</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M2P</scope><scope>M7P</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>DOA</scope></search><sort><creationdate>20210126</creationdate><title>Spatio-Temporal Variations of Winter Phytoplankton Blooms Northwest of the Luzon Island in the South China Sea</title><author>Gao, Hui ; Zhao, Hui ; Han, Guoqi ; Dong, Changming</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c382t-bbc4061481c50bd2bf80a15e132b8581d24c1ff708506763be92fa45422d19f43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>advection effect</topic><topic>Anomalies</topic><topic>Blooms</topic><topic>Chlorophyll</topic><topic>Chlorophyll a</topic><topic>Correlation analysis</topic><topic>Ekman pumping</topic><topic>Ekman transport</topic><topic>Environmental changes</topic><topic>Marine ecosystems</topic><topic>Ocean circulation</topic><topic>Ocean colour</topic><topic>Phytoplankton</topic><topic>Plankton</topic><topic>Regression analysis</topic><topic>Remote sensing</topic><topic>Remote sensing systems</topic><topic>Salinity</topic><topic>Satellites</topic><topic>Sea level</topic><topic>Sea surface</topic><topic>Sea surface temperature</topic><topic>temperature</topic><topic>Temporal variations</topic><topic>Upwelling</topic><topic>Wind</topic><topic>Wind speed</topic><topic>Wind stress</topic><topic>Winter</topic><topic>winter phytoplankton blooms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Hui</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Han, Guoqi</creatorcontrib><creatorcontrib>Dong, Changming</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Oceanic Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Biological Sciences</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in Marine Science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Hui</au><au>Zhao, Hui</au><au>Han, Guoqi</au><au>Dong, Changming</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatio-Temporal Variations of Winter Phytoplankton Blooms Northwest of the Luzon Island in the South China Sea</atitle><jtitle>Frontiers in Marine Science</jtitle><date>2021-01-26</date><risdate>2021</risdate><volume>8</volume><issn>2296-7745</issn><eissn>2296-7745</eissn><abstract>Phytoplankton is a key component of marine ecosystems. Winter phytoplankton blooms are frequently observed northwest of Luzon Island in the South China Sea. In this study, with the multi-satellite merged ocean color remote sensing data from November 1999 to February 2015, we examine the spatial and temporal changes of chlorophyll-
a
(Chl-
a
) concentration and further investigate its response to physical environment parameters including wind speed, Ekman transport, Ekman pumping velocity, sea surface temperature, and sea level anomalies in the region northwest of Luzon Island. The main factors affecting the distribution of Chl-
a
are discussed by using the partial correlation analysis and multiple stepwise linear regression analysis. The results show that centers of winter Chl-
a
blooms northwest of Luzon Island often occur near 119.5°E, 19.5°N. The significant multiple correlation (
r
= 0.76,
p
< 0.01) between Chl-
a
and oceanic conditions indicates that both the wind component parallel to the coastline and the wind stress curls enhance the winter upwelling in the study area, consistent with previous studies. A novel finding in the present study is that the winter bloom center is located north of the upwelling center, attributed to the advection effect of the northward background coastal flow.</abstract><cop>Lausanne</cop><pub>Frontiers Research Foundation</pub><doi>10.3389/fmars.2021.637499</doi><oa>free_for_read</oa></addata></record> |
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subjects | advection effect Anomalies Blooms Chlorophyll Chlorophyll a Correlation analysis Ekman pumping Ekman transport Environmental changes Marine ecosystems Ocean circulation Ocean colour Phytoplankton Plankton Regression analysis Remote sensing Remote sensing systems Salinity Satellites Sea level Sea surface Sea surface temperature temperature Temporal variations Upwelling Wind Wind speed Wind stress Winter winter phytoplankton blooms |
title | Spatio-Temporal Variations of Winter Phytoplankton Blooms Northwest of the Luzon Island in the South China Sea |
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