Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor
Chlorophyll-a (Chl-a) and Suspended Solid Concentration (SSC) shows the productivity of water and their surrounding environment. These parameters can be effectively estimated through several remote sensing techniques. From the recent reports on the Gulf of Thailand, it is found that Chl-a and SSC ar...
Gespeichert in:
Veröffentlicht in: | Journal of the Indian Society of Remote Sensing 2018-04, Vol.46 (4), p.675-685 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 685 |
---|---|
container_issue | 4 |
container_start_page | 675 |
container_title | Journal of the Indian Society of Remote Sensing |
container_volume | 46 |
creator | Viswanath, S. Kasi Tripathi, N. K. Salin, K. R. |
description | Chlorophyll-a (Chl-a) and Suspended Solid Concentration (SSC) shows the productivity of water and their surrounding environment. These parameters can be effectively estimated through several remote sensing techniques. From the recent reports on the Gulf of Thailand, it is found that Chl-a and SSC are increasing in coastal areas due to changing environment caused by variations in the global carbon cycle, climate change and water pollution linking to anthropogenic conditions such as high population density and rapid urbanization in neighbouring coastal areas deteriorating the coastal and marine environment. Various models are evaluated in this study for estimation of marine Chl-a and SSC by employing Ocean Colour Monitor-2 sensor of Oceansat-2 satellite for Northern Gulf of Thailand. The retrieval of Chl-a and SSC by the atmospheric correction of visible bands from 400 to 700 nm to attain normalized water-leaving radiances and then a suitable algorithm is applied. The In-situ reflectance values of sea waters are measured using the ASD spectroradiometer. The reflectance values of the spectroradiometer are correlated for the same day atmospherically corrected satellite reflectance and the analysis offers high correlation R
2
0.73. Satellite derived, Chl-a and SSC are correlated with observed in situ Chl-a and SSC. This analysis offered better correlation of R
2
0.86 and 0.85 respectively with the algorithms of Chl-a and SSC. |
doi_str_mv | 10.1007/s12524-017-0742-2 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2042289950</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2042289950</sourcerecordid><originalsourceid>FETCH-LOGICAL-c316t-aebd7789fa91a772391cc4bc8d3f4bf2e39c51b7b44e764bad2cdbc7800a3e573</originalsourceid><addsrcrecordid>eNp1kMFKAzEQhoMoWKsP4C3gOZrMZjeboyxqhZYeasFbSLLZuqUma7I9-PamrODJ0_wM_zcDH0K3jN4zSsVDYlACJ5QJQgUHAmdoRqXgpKC0Os8ZypJUFX2_RFcp7fOSlwxmaLnSw9D7HQ4dXunYe4ebjwPRWPsWb45pcL51OYVD3-ImeOv8GPXYB4-36cStmxUBvHE-hXiNLjp9SO7md87R9vnprVmQ5frltXlcEluwaiTamVaIWnZaMi0EFJJZy42t26LjpgNXSFsyIwznTlTc6BZsa6yoKdWFK0UxR3fT3SGGr6NLo9qHY_T5pQLKAWopS5pbbGrZGFKKrlND7D91_FaMqpM0NUlTWZo6SVOQGZiYlLt-5-Lf5f-hH7P3bhw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2042289950</pqid></control><display><type>article</type><title>Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor</title><source>SpringerLink Journals - AutoHoldings</source><creator>Viswanath, S. Kasi ; Tripathi, N. K. ; Salin, K. R.</creator><creatorcontrib>Viswanath, S. Kasi ; Tripathi, N. K. ; Salin, K. R.</creatorcontrib><description>Chlorophyll-a (Chl-a) and Suspended Solid Concentration (SSC) shows the productivity of water and their surrounding environment. These parameters can be effectively estimated through several remote sensing techniques. From the recent reports on the Gulf of Thailand, it is found that Chl-a and SSC are increasing in coastal areas due to changing environment caused by variations in the global carbon cycle, climate change and water pollution linking to anthropogenic conditions such as high population density and rapid urbanization in neighbouring coastal areas deteriorating the coastal and marine environment. Various models are evaluated in this study for estimation of marine Chl-a and SSC by employing Ocean Colour Monitor-2 sensor of Oceansat-2 satellite for Northern Gulf of Thailand. The retrieval of Chl-a and SSC by the atmospheric correction of visible bands from 400 to 700 nm to attain normalized water-leaving radiances and then a suitable algorithm is applied. The In-situ reflectance values of sea waters are measured using the ASD spectroradiometer. The reflectance values of the spectroradiometer are correlated for the same day atmospherically corrected satellite reflectance and the analysis offers high correlation R
2
0.73. Satellite derived, Chl-a and SSC are correlated with observed in situ Chl-a and SSC. This analysis offered better correlation of R
2
0.86 and 0.85 respectively with the algorithms of Chl-a and SSC.</description><identifier>ISSN: 0255-660X</identifier><identifier>EISSN: 0974-3006</identifier><identifier>DOI: 10.1007/s12524-017-0742-2</identifier><language>eng</language><publisher>New Delhi: Springer India</publisher><subject>Algorithms ; Anthropogenic factors ; Atmospheric correction ; Atmospheric models ; Carbon cycle ; Chlorophyll ; Climate change ; Coastal zone ; Coasts ; Correlation analysis ; Earth and Environmental Science ; Earth Sciences ; Environment models ; Marine environment ; Parameter estimation ; Population density ; Reflectance ; Remote sensing ; Remote Sensing/Photogrammetry ; Research Article ; Satellites ; Spectroradiometers ; Urbanization ; Water pollution</subject><ispartof>Journal of the Indian Society of Remote Sensing, 2018-04, Vol.46 (4), p.675-685</ispartof><rights>Indian Society of Remote Sensing 2017</rights><rights>Copyright Springer Science & Business Media 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c316t-aebd7789fa91a772391cc4bc8d3f4bf2e39c51b7b44e764bad2cdbc7800a3e573</citedby><cites>FETCH-LOGICAL-c316t-aebd7789fa91a772391cc4bc8d3f4bf2e39c51b7b44e764bad2cdbc7800a3e573</cites><orcidid>0000-0001-9584-6583</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12524-017-0742-2$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12524-017-0742-2$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Viswanath, S. Kasi</creatorcontrib><creatorcontrib>Tripathi, N. K.</creatorcontrib><creatorcontrib>Salin, K. R.</creatorcontrib><title>Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor</title><title>Journal of the Indian Society of Remote Sensing</title><addtitle>J Indian Soc Remote Sens</addtitle><description>Chlorophyll-a (Chl-a) and Suspended Solid Concentration (SSC) shows the productivity of water and their surrounding environment. These parameters can be effectively estimated through several remote sensing techniques. From the recent reports on the Gulf of Thailand, it is found that Chl-a and SSC are increasing in coastal areas due to changing environment caused by variations in the global carbon cycle, climate change and water pollution linking to anthropogenic conditions such as high population density and rapid urbanization in neighbouring coastal areas deteriorating the coastal and marine environment. Various models are evaluated in this study for estimation of marine Chl-a and SSC by employing Ocean Colour Monitor-2 sensor of Oceansat-2 satellite for Northern Gulf of Thailand. The retrieval of Chl-a and SSC by the atmospheric correction of visible bands from 400 to 700 nm to attain normalized water-leaving radiances and then a suitable algorithm is applied. The In-situ reflectance values of sea waters are measured using the ASD spectroradiometer. The reflectance values of the spectroradiometer are correlated for the same day atmospherically corrected satellite reflectance and the analysis offers high correlation R
2
0.73. Satellite derived, Chl-a and SSC are correlated with observed in situ Chl-a and SSC. This analysis offered better correlation of R
2
0.86 and 0.85 respectively with the algorithms of Chl-a and SSC.</description><subject>Algorithms</subject><subject>Anthropogenic factors</subject><subject>Atmospheric correction</subject><subject>Atmospheric models</subject><subject>Carbon cycle</subject><subject>Chlorophyll</subject><subject>Climate change</subject><subject>Coastal zone</subject><subject>Coasts</subject><subject>Correlation analysis</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Environment models</subject><subject>Marine environment</subject><subject>Parameter estimation</subject><subject>Population density</subject><subject>Reflectance</subject><subject>Remote sensing</subject><subject>Remote Sensing/Photogrammetry</subject><subject>Research Article</subject><subject>Satellites</subject><subject>Spectroradiometers</subject><subject>Urbanization</subject><subject>Water pollution</subject><issn>0255-660X</issn><issn>0974-3006</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kMFKAzEQhoMoWKsP4C3gOZrMZjeboyxqhZYeasFbSLLZuqUma7I9-PamrODJ0_wM_zcDH0K3jN4zSsVDYlACJ5QJQgUHAmdoRqXgpKC0Os8ZypJUFX2_RFcp7fOSlwxmaLnSw9D7HQ4dXunYe4ebjwPRWPsWb45pcL51OYVD3-ImeOv8GPXYB4-36cStmxUBvHE-hXiNLjp9SO7md87R9vnprVmQ5frltXlcEluwaiTamVaIWnZaMi0EFJJZy42t26LjpgNXSFsyIwznTlTc6BZsa6yoKdWFK0UxR3fT3SGGr6NLo9qHY_T5pQLKAWopS5pbbGrZGFKKrlND7D91_FaMqpM0NUlTWZo6SVOQGZiYlLt-5-Lf5f-hH7P3bhw</recordid><startdate>20180401</startdate><enddate>20180401</enddate><creator>Viswanath, S. Kasi</creator><creator>Tripathi, N. K.</creator><creator>Salin, K. R.</creator><general>Springer India</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-9584-6583</orcidid></search><sort><creationdate>20180401</creationdate><title>Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor</title><author>Viswanath, S. Kasi ; Tripathi, N. K. ; Salin, K. R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c316t-aebd7789fa91a772391cc4bc8d3f4bf2e39c51b7b44e764bad2cdbc7800a3e573</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Algorithms</topic><topic>Anthropogenic factors</topic><topic>Atmospheric correction</topic><topic>Atmospheric models</topic><topic>Carbon cycle</topic><topic>Chlorophyll</topic><topic>Climate change</topic><topic>Coastal zone</topic><topic>Coasts</topic><topic>Correlation analysis</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Environment models</topic><topic>Marine environment</topic><topic>Parameter estimation</topic><topic>Population density</topic><topic>Reflectance</topic><topic>Remote sensing</topic><topic>Remote Sensing/Photogrammetry</topic><topic>Research Article</topic><topic>Satellites</topic><topic>Spectroradiometers</topic><topic>Urbanization</topic><topic>Water pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Viswanath, S. Kasi</creatorcontrib><creatorcontrib>Tripathi, N. K.</creatorcontrib><creatorcontrib>Salin, K. R.</creatorcontrib><collection>CrossRef</collection><jtitle>Journal of the Indian Society of Remote Sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Viswanath, S. Kasi</au><au>Tripathi, N. K.</au><au>Salin, K. R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor</atitle><jtitle>Journal of the Indian Society of Remote Sensing</jtitle><stitle>J Indian Soc Remote Sens</stitle><date>2018-04-01</date><risdate>2018</risdate><volume>46</volume><issue>4</issue><spage>675</spage><epage>685</epage><pages>675-685</pages><issn>0255-660X</issn><eissn>0974-3006</eissn><abstract>Chlorophyll-a (Chl-a) and Suspended Solid Concentration (SSC) shows the productivity of water and their surrounding environment. These parameters can be effectively estimated through several remote sensing techniques. From the recent reports on the Gulf of Thailand, it is found that Chl-a and SSC are increasing in coastal areas due to changing environment caused by variations in the global carbon cycle, climate change and water pollution linking to anthropogenic conditions such as high population density and rapid urbanization in neighbouring coastal areas deteriorating the coastal and marine environment. Various models are evaluated in this study for estimation of marine Chl-a and SSC by employing Ocean Colour Monitor-2 sensor of Oceansat-2 satellite for Northern Gulf of Thailand. The retrieval of Chl-a and SSC by the atmospheric correction of visible bands from 400 to 700 nm to attain normalized water-leaving radiances and then a suitable algorithm is applied. The In-situ reflectance values of sea waters are measured using the ASD spectroradiometer. The reflectance values of the spectroradiometer are correlated for the same day atmospherically corrected satellite reflectance and the analysis offers high correlation R
2
0.73. Satellite derived, Chl-a and SSC are correlated with observed in situ Chl-a and SSC. This analysis offered better correlation of R
2
0.86 and 0.85 respectively with the algorithms of Chl-a and SSC.</abstract><cop>New Delhi</cop><pub>Springer India</pub><doi>10.1007/s12524-017-0742-2</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-9584-6583</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0255-660X |
ispartof | Journal of the Indian Society of Remote Sensing, 2018-04, Vol.46 (4), p.675-685 |
issn | 0255-660X 0974-3006 |
language | eng |
recordid | cdi_proquest_journals_2042289950 |
source | SpringerLink Journals - AutoHoldings |
subjects | Algorithms Anthropogenic factors Atmospheric correction Atmospheric models Carbon cycle Chlorophyll Climate change Coastal zone Coasts Correlation analysis Earth and Environmental Science Earth Sciences Environment models Marine environment Parameter estimation Population density Reflectance Remote sensing Remote Sensing/Photogrammetry Research Article Satellites Spectroradiometers Urbanization Water pollution |
title | Mapping of Marine Chl-a and Suspended Solid Concentration Using OCM-2 Sensor |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T20%3A22%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Mapping%20of%20Marine%20Chl-a%20and%20Suspended%20Solid%20Concentration%20Using%20OCM-2%20Sensor&rft.jtitle=Journal%20of%20the%20Indian%20Society%20of%20Remote%20Sensing&rft.au=Viswanath,%20S.%20Kasi&rft.date=2018-04-01&rft.volume=46&rft.issue=4&rft.spage=675&rft.epage=685&rft.pages=675-685&rft.issn=0255-660X&rft.eissn=0974-3006&rft_id=info:doi/10.1007/s12524-017-0742-2&rft_dat=%3Cproquest_cross%3E2042289950%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2042289950&rft_id=info:pmid/&rfr_iscdi=true |