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Trends in Chlorophyll-a Concentration Along the Krishna–Godavari Basin as Observed From MODIS Archives
The Krishna–Godavari basin (KG), located along the southeast coast of India, is a proven rich source of gas hydrates exploration zone. An understanding of surface water conditions in this region is necessary to study the coastal dynamics, and the implications of pollutants to the marine ecological e...
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Published in: | Pure and applied geophysics 2022-10, Vol.179 (10), p.3827-3840 |
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description | The Krishna–Godavari basin (KG), located along the southeast coast of India, is a proven rich source of gas hydrates exploration zone. An understanding of surface water conditions in this region is necessary to study the coastal dynamics, and the implications of pollutants to the marine ecological environment. Here, we report the long-term trends and spatio-temporal variability in chlorophyll-
a
(Chl-
a
) in the KG basin, and discuss the dynamics of Chl-
a
patterns from 2002 to 2021. Monthly Chl-
a
averages from the Medium Resolution Imaging Spectroradiometer (MODIS) were used for the analysis of trends and seasonal distributions by linear regression fitting. Our results revealed a downward trend in Chl-
a
concentrations, with a value of −0.000003 mg/m
3
per month. A noticeable decreasing trend in the sediment load was also observed from the major rivers drained into the KG basin. The monthly runoff, precipitation, and wind fields were analysed to understand the Chl-
a
distribution patterns during the study period. We observed that runoff, precipitation, and wind forcing are the primary drivers controlling Chl-
a
distributions and dispersion patterns in the study area. The findings of this study contribute to a better understanding of the potential impacts of Chl-a to marine ecosystem, and provides new tools for assessing long-term trends in satellite-derived Chl-
a
concentrations in the prospective of climate change scenarios. |
doi_str_mv | 10.1007/s00024-022-03141-6 |
format | article |
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a
(Chl-
a
) in the KG basin, and discuss the dynamics of Chl-
a
patterns from 2002 to 2021. Monthly Chl-
a
averages from the Medium Resolution Imaging Spectroradiometer (MODIS) were used for the analysis of trends and seasonal distributions by linear regression fitting. Our results revealed a downward trend in Chl-
a
concentrations, with a value of −0.000003 mg/m
3
per month. A noticeable decreasing trend in the sediment load was also observed from the major rivers drained into the KG basin. The monthly runoff, precipitation, and wind fields were analysed to understand the Chl-
a
distribution patterns during the study period. We observed that runoff, precipitation, and wind forcing are the primary drivers controlling Chl-
a
distributions and dispersion patterns in the study area. The findings of this study contribute to a better understanding of the potential impacts of Chl-a to marine ecosystem, and provides new tools for assessing long-term trends in satellite-derived Chl-
a
concentrations in the prospective of climate change scenarios.</description><identifier>ISSN: 0033-4553</identifier><identifier>EISSN: 1420-9136</identifier><identifier>DOI: 10.1007/s00024-022-03141-6</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Archives ; Chlorophyll ; Chlorophyll a ; Climate change ; Climate change scenarios ; Coastal dynamics ; Distribution patterns ; Dynamics ; Earth and Environmental Science ; Earth Sciences ; Gas hydrates ; Geophysics/Geodesy ; Hydrates ; Marine ecology ; Marine ecosystems ; Marine pollution ; MODIS ; Monthly runoff ; Pollutants ; Precipitation ; Rivers ; Runoff ; Sediment load ; Spectroradiometers ; Surface water ; Temporal variability ; Temporal variations ; Trends ; Wind ; Wind fields</subject><ispartof>Pure and applied geophysics, 2022-10, Vol.179 (10), p.3827-3840</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c200t-aaeee91f50a5902fb9764cfacb7bb80530e605ca0a10e4cbf7d17677d310cf193</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Nukapothula, Sravanthi</creatorcontrib><creatorcontrib>Chen, Chuqun</creatorcontrib><creatorcontrib>Yunus, Ali P.</creatorcontrib><creatorcontrib>Lin, Xiayan</creatorcontrib><title>Trends in Chlorophyll-a Concentration Along the Krishna–Godavari Basin as Observed From MODIS Archives</title><title>Pure and applied geophysics</title><addtitle>Pure Appl. Geophys</addtitle><description>The Krishna–Godavari basin (KG), located along the southeast coast of India, is a proven rich source of gas hydrates exploration zone. An understanding of surface water conditions in this region is necessary to study the coastal dynamics, and the implications of pollutants to the marine ecological environment. Here, we report the long-term trends and spatio-temporal variability in chlorophyll-
a
(Chl-
a
) in the KG basin, and discuss the dynamics of Chl-
a
patterns from 2002 to 2021. Monthly Chl-
a
averages from the Medium Resolution Imaging Spectroradiometer (MODIS) were used for the analysis of trends and seasonal distributions by linear regression fitting. Our results revealed a downward trend in Chl-
a
concentrations, with a value of −0.000003 mg/m
3
per month. A noticeable decreasing trend in the sediment load was also observed from the major rivers drained into the KG basin. The monthly runoff, precipitation, and wind fields were analysed to understand the Chl-
a
distribution patterns during the study period. We observed that runoff, precipitation, and wind forcing are the primary drivers controlling Chl-
a
distributions and dispersion patterns in the study area. The findings of this study contribute to a better understanding of the potential impacts of Chl-a to marine ecosystem, and provides new tools for assessing long-term trends in satellite-derived Chl-
a
concentrations in the prospective of climate change scenarios.</description><subject>Archives</subject><subject>Chlorophyll</subject><subject>Chlorophyll a</subject><subject>Climate change</subject><subject>Climate change scenarios</subject><subject>Coastal dynamics</subject><subject>Distribution patterns</subject><subject>Dynamics</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Gas hydrates</subject><subject>Geophysics/Geodesy</subject><subject>Hydrates</subject><subject>Marine ecology</subject><subject>Marine ecosystems</subject><subject>Marine pollution</subject><subject>MODIS</subject><subject>Monthly runoff</subject><subject>Pollutants</subject><subject>Precipitation</subject><subject>Rivers</subject><subject>Runoff</subject><subject>Sediment load</subject><subject>Spectroradiometers</subject><subject>Surface water</subject><subject>Temporal variability</subject><subject>Temporal variations</subject><subject>Trends</subject><subject>Wind</subject><subject>Wind fields</subject><issn>0033-4553</issn><issn>1420-9136</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kL1OwzAURi0EEqXwAkyWmA3XP4nJWAItFUUdKLPlOE6TKrWLnVbqxjvwhjwJgSKxMd3lnO9KB6FLCtcUQN5EAGCCAGMEOBWUpEdoQAUDklGeHqMBAOdEJAk_RWcxrgColEk2QPUiWFdG3Dic160PflPv25ZonHtnrOuC7hrv8Kj1bom72uKn0MTa6c_3j4kv9U6HBt_p2Os64nkRbdjZEo-DX-Pn-f30BY-CqZudjefopNJttBe_d4hexw-L_JHM5pNpPpoRwwA6orW1NqNVAjrJgFVFJlNhKm0KWRS3kHCwKSRGg6ZghSkqWVKZSllyCqaiGR-iq8PuJvi3rY2dWvltcP1LxSSXLBUJFz3FDpQJPsZgK7UJzVqHvaKgvouqQ1HVF1U_RVXaS_wgxR52Sxv-pv-xvgBZKXoH</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Nukapothula, Sravanthi</creator><creator>Chen, Chuqun</creator><creator>Yunus, Ali P.</creator><creator>Lin, Xiayan</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TG</scope><scope>7UA</scope><scope>7XB</scope><scope>88I</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H8D</scope><scope>H96</scope><scope>HCIFZ</scope><scope>KL.</scope><scope>L.G</scope><scope>L7M</scope><scope>M2P</scope><scope>P5Z</scope><scope>P62</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope></search><sort><creationdate>20221001</creationdate><title>Trends in Chlorophyll-a Concentration Along the Krishna–Godavari Basin as Observed From MODIS Archives</title><author>Nukapothula, Sravanthi ; Chen, Chuqun ; Yunus, Ali P. ; Lin, Xiayan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c200t-aaeee91f50a5902fb9764cfacb7bb80530e605ca0a10e4cbf7d17677d310cf193</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Archives</topic><topic>Chlorophyll</topic><topic>Chlorophyll a</topic><topic>Climate change</topic><topic>Climate change scenarios</topic><topic>Coastal dynamics</topic><topic>Distribution patterns</topic><topic>Dynamics</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Gas hydrates</topic><topic>Geophysics/Geodesy</topic><topic>Hydrates</topic><topic>Marine ecology</topic><topic>Marine ecosystems</topic><topic>Marine pollution</topic><topic>MODIS</topic><topic>Monthly runoff</topic><topic>Pollutants</topic><topic>Precipitation</topic><topic>Rivers</topic><topic>Runoff</topic><topic>Sediment load</topic><topic>Spectroradiometers</topic><topic>Surface water</topic><topic>Temporal variability</topic><topic>Temporal variations</topic><topic>Trends</topic><topic>Wind</topic><topic>Wind fields</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nukapothula, Sravanthi</creatorcontrib><creatorcontrib>Chen, Chuqun</creatorcontrib><creatorcontrib>Yunus, Ali P.</creatorcontrib><creatorcontrib>Lin, Xiayan</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology 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>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Science Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><jtitle>Pure and applied geophysics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nukapothula, Sravanthi</au><au>Chen, Chuqun</au><au>Yunus, Ali P.</au><au>Lin, Xiayan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Trends in Chlorophyll-a Concentration Along the Krishna–Godavari Basin as Observed From MODIS Archives</atitle><jtitle>Pure and applied geophysics</jtitle><stitle>Pure Appl. Geophys</stitle><date>2022-10-01</date><risdate>2022</risdate><volume>179</volume><issue>10</issue><spage>3827</spage><epage>3840</epage><pages>3827-3840</pages><issn>0033-4553</issn><eissn>1420-9136</eissn><abstract>The Krishna–Godavari basin (KG), located along the southeast coast of India, is a proven rich source of gas hydrates exploration zone. An understanding of surface water conditions in this region is necessary to study the coastal dynamics, and the implications of pollutants to the marine ecological environment. Here, we report the long-term trends and spatio-temporal variability in chlorophyll-
a
(Chl-
a
) in the KG basin, and discuss the dynamics of Chl-
a
patterns from 2002 to 2021. Monthly Chl-
a
averages from the Medium Resolution Imaging Spectroradiometer (MODIS) were used for the analysis of trends and seasonal distributions by linear regression fitting. Our results revealed a downward trend in Chl-
a
concentrations, with a value of −0.000003 mg/m
3
per month. A noticeable decreasing trend in the sediment load was also observed from the major rivers drained into the KG basin. The monthly runoff, precipitation, and wind fields were analysed to understand the Chl-
a
distribution patterns during the study period. We observed that runoff, precipitation, and wind forcing are the primary drivers controlling Chl-
a
distributions and dispersion patterns in the study area. The findings of this study contribute to a better understanding of the potential impacts of Chl-a to marine ecosystem, and provides new tools for assessing long-term trends in satellite-derived Chl-
a
concentrations in the prospective of climate change scenarios.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s00024-022-03141-6</doi><tpages>14</tpages></addata></record> |
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subjects | Archives Chlorophyll Chlorophyll a Climate change Climate change scenarios Coastal dynamics Distribution patterns Dynamics Earth and Environmental Science Earth Sciences Gas hydrates Geophysics/Geodesy Hydrates Marine ecology Marine ecosystems Marine pollution MODIS Monthly runoff Pollutants Precipitation Rivers Runoff Sediment load Spectroradiometers Surface water Temporal variability Temporal variations Trends Wind Wind fields |
title | Trends in Chlorophyll-a Concentration Along the Krishna–Godavari Basin as Observed From MODIS Archives |
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