Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer

This paper deals with the method developed for rain flagging over oceans using radar backscatter and noise-equivalent brightness temperature (TB) measured by a Ku-band pencil-beam scatterometer launched onboard the Oceansat-2 (OS2) satellite. The OS2 scatterometer (OSCAT) measures radar backscatter...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on geoscience and remote sensing 2016-04, Vol.54 (4), p.2050-2055
Hauptverfasser: Gohil, Bhawani Singh, Sikhakolli, Rajesh, Gangwar, Rishi Kumar, Kumar, Alur Seelin Kiran
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 2055
container_issue 4
container_start_page 2050
container_title IEEE transactions on geoscience and remote sensing
container_volume 54
creator Gohil, Bhawani Singh
Sikhakolli, Rajesh
Gangwar, Rishi Kumar
Kumar, Alur Seelin Kiran
description This paper deals with the method developed for rain flagging over oceans using radar backscatter and noise-equivalent brightness temperature (TB) measured by a Ku-band pencil-beam scatterometer launched onboard the Oceansat-2 (OS2) satellite. The OS2 scatterometer (OSCAT) measures radar backscatter and TB by its two pencil-beam antennas at local incidence angles of ~49° (inner) and ~57° (outer) in horizontal and vertical polarizations, respectively. These measurements are affected by rain and heavy clouds, in addition to the ocean surface winds, thus affecting retrieval of wind vectors. The characteristics of TB at OSCAT specifications have been studied based on radiative transfer simulations. The horizontally polarized TB is observed to be sensitive to both wind speed and rain, whereas the vertically polarized TB (TBV), typically at 57°, is found to be insensitive to ocean surface wind speed but is sensitive to rain, indicating its typical utility for rain flagging. As the retrievals of wind vectors are affected by rain, then so are the associated cost functions and their characteristics under rain-free and rainy situations. A combined use of TBV and retrieval cost functions has been made for rain flagging needed in wind directional-ambiguity removal, as well as tagging the retrieval quality. A data-driven dynamical method has been developed to specifically utilize TBV for supporting rain detection in view of the slow temporal drift found in the OSCAT TB data. Rain flags have been generated from OSCAT 25-km grid L2A (Version 1.4) data for the period from November 2009 to August 2010, and the results of comparison with Tropical Rainfall Measuring Mission Precipitation Radar 2A25 data are presented.
doi_str_mv 10.1109/TGRS.2015.2494866
format Article
fullrecord <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_crossref_primary_10_1109_TGRS_2015_2494866</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>7329995</ieee_id><sourcerecordid>4045663731</sourcerecordid><originalsourceid>FETCH-LOGICAL-c293t-24835982e8770033a0be4ddbcafe48e440ac60e9ccc4050265d84dc4ded2db413</originalsourceid><addsrcrecordid>eNo9kDtPwzAUhS0EEqXwAxCLJeaUa8dO7BEqWpAKlfqYLce-rVKapNjpwL8nJRXLOct5SB8h9wxGjIF-Wk0XyxEHJkdcaKGy7IIMmJQqgUyISzIAprOEK82vyU2MOwAmJMsHpJg7tHXp6MKWNZ3s7XZb1lu6jiddWG8DfbHuKzrbthiorT39bMqI9ANtPAassG4jnYSmon9L0bYJp8s-3lTY6S252th9xLuzD8l68roavyWz-fR9_DxLHNdp1xIqlVpxVHkOkKYWChTeF85uUCgUAqzLALVzToAEnkmvhHfCo-e-ECwdksd-9xCa7yPG1uyaY6i7S8NylWkBojsaEtanXGhiDLgxh1BWNvwYBuaE0pxQmhNKc0bZdR76TomI__k85Vprmf4Cnw1v-g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1786940429</pqid></control><display><type>article</type><title>Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer</title><source>IEEE Electronic Library Online</source><creator>Gohil, Bhawani Singh ; Sikhakolli, Rajesh ; Gangwar, Rishi Kumar ; Kumar, Alur Seelin Kiran</creator><creatorcontrib>Gohil, Bhawani Singh ; Sikhakolli, Rajesh ; Gangwar, Rishi Kumar ; Kumar, Alur Seelin Kiran</creatorcontrib><description>This paper deals with the method developed for rain flagging over oceans using radar backscatter and noise-equivalent brightness temperature (TB) measured by a Ku-band pencil-beam scatterometer launched onboard the Oceansat-2 (OS2) satellite. The OS2 scatterometer (OSCAT) measures radar backscatter and TB by its two pencil-beam antennas at local incidence angles of ~49° (inner) and ~57° (outer) in horizontal and vertical polarizations, respectively. These measurements are affected by rain and heavy clouds, in addition to the ocean surface winds, thus affecting retrieval of wind vectors. The characteristics of TB at OSCAT specifications have been studied based on radiative transfer simulations. The horizontally polarized TB is observed to be sensitive to both wind speed and rain, whereas the vertically polarized TB (TBV), typically at 57°, is found to be insensitive to ocean surface wind speed but is sensitive to rain, indicating its typical utility for rain flagging. As the retrievals of wind vectors are affected by rain, then so are the associated cost functions and their characteristics under rain-free and rainy situations. A combined use of TBV and retrieval cost functions has been made for rain flagging needed in wind directional-ambiguity removal, as well as tagging the retrieval quality. A data-driven dynamical method has been developed to specifically utilize TBV for supporting rain detection in view of the slow temporal drift found in the OSCAT TB data. Rain flags have been generated from OSCAT 25-km grid L2A (Version 1.4) data for the period from November 2009 to August 2010, and the results of comparison with Tropical Rainfall Measuring Mission Precipitation Radar 2A25 data are presented.</description><identifier>ISSN: 0196-2892</identifier><identifier>EISSN: 1558-0644</identifier><identifier>DOI: 10.1109/TGRS.2015.2494866</identifier><identifier>CODEN: IGRSD2</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Backscatter ; Meteorological satellites ; Ocean temperature ; ocean winds ; Oceansat-2 ; OSCAT ; radar ; radar cross-sections ; Radar measurements ; Rain ; rain-flagging ; Rainfall measurement ; scatterometer ; Sea surface ; Wind ; Wind speed</subject><ispartof>IEEE transactions on geoscience and remote sensing, 2016-04, Vol.54 (4), p.2050-2055</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-24835982e8770033a0be4ddbcafe48e440ac60e9ccc4050265d84dc4ded2db413</citedby><cites>FETCH-LOGICAL-c293t-24835982e8770033a0be4ddbcafe48e440ac60e9ccc4050265d84dc4ded2db413</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/7329995$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27903,27904,54737</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/7329995$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Gohil, Bhawani Singh</creatorcontrib><creatorcontrib>Sikhakolli, Rajesh</creatorcontrib><creatorcontrib>Gangwar, Rishi Kumar</creatorcontrib><creatorcontrib>Kumar, Alur Seelin Kiran</creatorcontrib><title>Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>This paper deals with the method developed for rain flagging over oceans using radar backscatter and noise-equivalent brightness temperature (TB) measured by a Ku-band pencil-beam scatterometer launched onboard the Oceansat-2 (OS2) satellite. The OS2 scatterometer (OSCAT) measures radar backscatter and TB by its two pencil-beam antennas at local incidence angles of ~49° (inner) and ~57° (outer) in horizontal and vertical polarizations, respectively. These measurements are affected by rain and heavy clouds, in addition to the ocean surface winds, thus affecting retrieval of wind vectors. The characteristics of TB at OSCAT specifications have been studied based on radiative transfer simulations. The horizontally polarized TB is observed to be sensitive to both wind speed and rain, whereas the vertically polarized TB (TBV), typically at 57°, is found to be insensitive to ocean surface wind speed but is sensitive to rain, indicating its typical utility for rain flagging. As the retrievals of wind vectors are affected by rain, then so are the associated cost functions and their characteristics under rain-free and rainy situations. A combined use of TBV and retrieval cost functions has been made for rain flagging needed in wind directional-ambiguity removal, as well as tagging the retrieval quality. A data-driven dynamical method has been developed to specifically utilize TBV for supporting rain detection in view of the slow temporal drift found in the OSCAT TB data. Rain flags have been generated from OSCAT 25-km grid L2A (Version 1.4) data for the period from November 2009 to August 2010, and the results of comparison with Tropical Rainfall Measuring Mission Precipitation Radar 2A25 data are presented.</description><subject>Backscatter</subject><subject>Meteorological satellites</subject><subject>Ocean temperature</subject><subject>ocean winds</subject><subject>Oceansat-2</subject><subject>OSCAT</subject><subject>radar</subject><subject>radar cross-sections</subject><subject>Radar measurements</subject><subject>Rain</subject><subject>rain-flagging</subject><subject>Rainfall measurement</subject><subject>scatterometer</subject><subject>Sea surface</subject><subject>Wind</subject><subject>Wind speed</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kDtPwzAUhS0EEqXwAxCLJeaUa8dO7BEqWpAKlfqYLce-rVKapNjpwL8nJRXLOct5SB8h9wxGjIF-Wk0XyxEHJkdcaKGy7IIMmJQqgUyISzIAprOEK82vyU2MOwAmJMsHpJg7tHXp6MKWNZ3s7XZb1lu6jiddWG8DfbHuKzrbthiorT39bMqI9ANtPAassG4jnYSmon9L0bYJp8s-3lTY6S252th9xLuzD8l68roavyWz-fR9_DxLHNdp1xIqlVpxVHkOkKYWChTeF85uUCgUAqzLALVzToAEnkmvhHfCo-e-ECwdksd-9xCa7yPG1uyaY6i7S8NylWkBojsaEtanXGhiDLgxh1BWNvwYBuaE0pxQmhNKc0bZdR76TomI__k85Vprmf4Cnw1v-g</recordid><startdate>201604</startdate><enddate>201604</enddate><creator>Gohil, Bhawani Singh</creator><creator>Sikhakolli, Rajesh</creator><creator>Gangwar, Rishi Kumar</creator><creator>Kumar, Alur Seelin Kiran</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope></search><sort><creationdate>201604</creationdate><title>Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer</title><author>Gohil, Bhawani Singh ; Sikhakolli, Rajesh ; Gangwar, Rishi Kumar ; Kumar, Alur Seelin Kiran</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-24835982e8770033a0be4ddbcafe48e440ac60e9ccc4050265d84dc4ded2db413</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Backscatter</topic><topic>Meteorological satellites</topic><topic>Ocean temperature</topic><topic>ocean winds</topic><topic>Oceansat-2</topic><topic>OSCAT</topic><topic>radar</topic><topic>radar cross-sections</topic><topic>Radar measurements</topic><topic>Rain</topic><topic>rain-flagging</topic><topic>Rainfall measurement</topic><topic>scatterometer</topic><topic>Sea surface</topic><topic>Wind</topic><topic>Wind speed</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gohil, Bhawani Singh</creatorcontrib><creatorcontrib>Sikhakolli, Rajesh</creatorcontrib><creatorcontrib>Gangwar, Rishi Kumar</creatorcontrib><creatorcontrib>Kumar, Alur Seelin Kiran</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998–Present</collection><collection>IEEE Electronic Library Online</collection><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on geoscience and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gohil, Bhawani Singh</au><au>Sikhakolli, Rajesh</au><au>Gangwar, Rishi Kumar</au><au>Kumar, Alur Seelin Kiran</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2016-04</date><risdate>2016</risdate><volume>54</volume><issue>4</issue><spage>2050</spage><epage>2055</epage><pages>2050-2055</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>This paper deals with the method developed for rain flagging over oceans using radar backscatter and noise-equivalent brightness temperature (TB) measured by a Ku-band pencil-beam scatterometer launched onboard the Oceansat-2 (OS2) satellite. The OS2 scatterometer (OSCAT) measures radar backscatter and TB by its two pencil-beam antennas at local incidence angles of ~49° (inner) and ~57° (outer) in horizontal and vertical polarizations, respectively. These measurements are affected by rain and heavy clouds, in addition to the ocean surface winds, thus affecting retrieval of wind vectors. The characteristics of TB at OSCAT specifications have been studied based on radiative transfer simulations. The horizontally polarized TB is observed to be sensitive to both wind speed and rain, whereas the vertically polarized TB (TBV), typically at 57°, is found to be insensitive to ocean surface wind speed but is sensitive to rain, indicating its typical utility for rain flagging. As the retrievals of wind vectors are affected by rain, then so are the associated cost functions and their characteristics under rain-free and rainy situations. A combined use of TBV and retrieval cost functions has been made for rain flagging needed in wind directional-ambiguity removal, as well as tagging the retrieval quality. A data-driven dynamical method has been developed to specifically utilize TBV for supporting rain detection in view of the slow temporal drift found in the OSCAT TB data. Rain flags have been generated from OSCAT 25-km grid L2A (Version 1.4) data for the period from November 2009 to August 2010, and the results of comparison with Tropical Rainfall Measuring Mission Precipitation Radar 2A25 data are presented.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TGRS.2015.2494866</doi><tpages>6</tpages></addata></record>
fulltext fulltext_linktorsrc
identifier ISSN: 0196-2892
ispartof IEEE transactions on geoscience and remote sensing, 2016-04, Vol.54 (4), p.2050-2055
issn 0196-2892
1558-0644
language eng
recordid cdi_crossref_primary_10_1109_TGRS_2015_2494866
source IEEE Electronic Library Online
subjects Backscatter
Meteorological satellites
Ocean temperature
ocean winds
Oceansat-2
OSCAT
radar
radar cross-sections
Radar measurements
Rain
rain-flagging
Rainfall measurement
scatterometer
Sea surface
Wind
Wind speed
title Oceanic Rain Flagging Using Radar Backscatter and Noise Measurements From Oceansat-2 Scatterometer
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T15%3A39%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Oceanic%20Rain%20Flagging%20Using%20Radar%20Backscatter%20and%20Noise%20Measurements%20From%20Oceansat-2%20Scatterometer&rft.jtitle=IEEE%20transactions%20on%20geoscience%20and%20remote%20sensing&rft.au=Gohil,%20Bhawani%20Singh&rft.date=2016-04&rft.volume=54&rft.issue=4&rft.spage=2050&rft.epage=2055&rft.pages=2050-2055&rft.issn=0196-2892&rft.eissn=1558-0644&rft.coden=IGRSD2&rft_id=info:doi/10.1109/TGRS.2015.2494866&rft_dat=%3Cproquest_RIE%3E4045663731%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1786940429&rft_id=info:pmid/&rft_ieee_id=7329995&rfr_iscdi=true