A study of the sensitivity of SAR ocean backscatter to oil slick properties using an electromagnetic scattering model
In this study, we model electromagnetic scattering from a realistic ocean surface to assess through simulation the effect of varying key slick properties on backscatter at microwave frequencies of L-, C-, and X-band for both thin and emulsified mineral oil. An ocean surface model is implemented by g...
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Veröffentlicht in: | IEEE transactions on geoscience and remote sensing 2023-01, Vol.61, p.1-1 |
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creator | Jaruwatanadilok, Sermsak Duan, Xueyang Holt, Benjamin Jones, Cathleen E. |
description | In this study, we model electromagnetic scattering from a realistic ocean surface to assess through simulation the effect of varying key slick properties on backscatter at microwave frequencies of L-, C-, and X-band for both thin and emulsified mineral oil. An ocean surface model is implemented by generating randomly rough ocean surface instances from ocean wave spectra corresponding to a variety of slick properties and different wind speeds. The finite difference time domain method (FDTD), based on Maxwell's equations, is used to calculate the normalized radar cross section (NRCS) from the ocean surfaces, which we validate with radar observations. Results show that the effect on the NRCS does not scale linearly with the spectral damping caused by the oil layer. By changing various layer properties, we determine that the surface elasticity and oil kinematic viscosity most strongly impact the NRCS. The model is run with different oil layer thicknesses to evaluate the capability of SAR to determine absolute or relative slick thickness. We find that the thickness cannot be accurately determined from SAR backscatter alone in the absence of information about the key slick properties or calibration against known thicknesses in the given environmental conditions. The simulations indicate that ocean wave spectral components outside the expected Bragg scattering regime contribute significantly to the backscatter in some cases. Furthermore, the presence of an emulsion layer under certain conditions and for certain radar frequencies creates constructive interference that causes the NRCS to be enhanced rather than reduced when the layer thickness increases. |
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An ocean surface model is implemented by generating randomly rough ocean surface instances from ocean wave spectra corresponding to a variety of slick properties and different wind speeds. The finite difference time domain method (FDTD), based on Maxwell's equations, is used to calculate the normalized radar cross section (NRCS) from the ocean surfaces, which we validate with radar observations. Results show that the effect on the NRCS does not scale linearly with the spectral damping caused by the oil layer. By changing various layer properties, we determine that the surface elasticity and oil kinematic viscosity most strongly impact the NRCS. The model is run with different oil layer thicknesses to evaluate the capability of SAR to determine absolute or relative slick thickness. We find that the thickness cannot be accurately determined from SAR backscatter alone in the absence of information about the key slick properties or calibration against known thicknesses in the given environmental conditions. The simulations indicate that ocean wave spectral components outside the expected Bragg scattering regime contribute significantly to the backscatter in some cases. Furthermore, the presence of an emulsion layer under certain conditions and for certain radar frequencies creates constructive interference that causes the NRCS to be enhanced rather than reduced when the layer thickness increases.</description><identifier>ISSN: 0196-2892</identifier><identifier>EISSN: 1558-0644</identifier><identifier>DOI: 10.1109/TGRS.2023.3308010</identifier><identifier>CODEN: IGRSD2</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Backscatter ; Backscattering ; Damping ; Elasticity ; Electromagnetic scattering ; Emulsions ; Environmental conditions ; finite difference time domain method ; Kinematic viscosity ; Kinematics ; Microwave frequencies ; Mineral oils ; Ocean surface ; Ocean waves ; oil dielectric effect on radar cross section ; oil slick ; oil slick characterization ; Oil slicks ; Oils ; Petroleum ; Properties ; Radar ; radar cross section ; Radar cross sections ; SAR (radar) ; scattering from ocean surface ; Sea surface ; Surface cleaning ; Surface waves ; Synthetic aperture radar ; Thickness ; Time domain analysis ; Viscosity ; Wave spectra ; Wind speed</subject><ispartof>IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c294t-1d685186d8a89e34c46db918b4d00ff18ac14fcf7a5c8000c70f8f9e15f2d6eb3</citedby><cites>FETCH-LOGICAL-c294t-1d685186d8a89e34c46db918b4d00ff18ac14fcf7a5c8000c70f8f9e15f2d6eb3</cites><orcidid>0000-0003-4065-3076 ; 0000-0003-1200-9435 ; 0000-0002-2739-1545 ; 0000-0002-0716-5233</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10227298$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27923,27924,54757</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10227298$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Jaruwatanadilok, Sermsak</creatorcontrib><creatorcontrib>Duan, Xueyang</creatorcontrib><creatorcontrib>Holt, Benjamin</creatorcontrib><creatorcontrib>Jones, Cathleen E.</creatorcontrib><title>A study of the sensitivity of SAR ocean backscatter to oil slick properties using an electromagnetic scattering model</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>In this study, we model electromagnetic scattering from a realistic ocean surface to assess through simulation the effect of varying key slick properties on backscatter at microwave frequencies of L-, C-, and X-band for both thin and emulsified mineral oil. An ocean surface model is implemented by generating randomly rough ocean surface instances from ocean wave spectra corresponding to a variety of slick properties and different wind speeds. The finite difference time domain method (FDTD), based on Maxwell's equations, is used to calculate the normalized radar cross section (NRCS) from the ocean surfaces, which we validate with radar observations. Results show that the effect on the NRCS does not scale linearly with the spectral damping caused by the oil layer. By changing various layer properties, we determine that the surface elasticity and oil kinematic viscosity most strongly impact the NRCS. The model is run with different oil layer thicknesses to evaluate the capability of SAR to determine absolute or relative slick thickness. We find that the thickness cannot be accurately determined from SAR backscatter alone in the absence of information about the key slick properties or calibration against known thicknesses in the given environmental conditions. The simulations indicate that ocean wave spectral components outside the expected Bragg scattering regime contribute significantly to the backscatter in some cases. Furthermore, the presence of an emulsion layer under certain conditions and for certain radar frequencies creates constructive interference that causes the NRCS to be enhanced rather than reduced when the layer thickness increases.</description><subject>Backscatter</subject><subject>Backscattering</subject><subject>Damping</subject><subject>Elasticity</subject><subject>Electromagnetic scattering</subject><subject>Emulsions</subject><subject>Environmental conditions</subject><subject>finite difference time domain method</subject><subject>Kinematic viscosity</subject><subject>Kinematics</subject><subject>Microwave frequencies</subject><subject>Mineral oils</subject><subject>Ocean surface</subject><subject>Ocean waves</subject><subject>oil dielectric effect on radar cross section</subject><subject>oil slick</subject><subject>oil slick characterization</subject><subject>Oil slicks</subject><subject>Oils</subject><subject>Petroleum</subject><subject>Properties</subject><subject>Radar</subject><subject>radar cross section</subject><subject>Radar cross sections</subject><subject>SAR (radar)</subject><subject>scattering from ocean surface</subject><subject>Sea surface</subject><subject>Surface cleaning</subject><subject>Surface waves</subject><subject>Synthetic aperture radar</subject><subject>Thickness</subject><subject>Time domain analysis</subject><subject>Viscosity</subject><subject>Wave spectra</subject><subject>Wind speed</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkFFLwzAQx4MoOKcfQPAh4HPnJU3b9HEMnYIgbPO5pOllZuuamaTCvr2d24NPB3e__93xI-SewYQxKJ9W88VywoGnkzQFCQwuyIhlmUwgF-KSjICVecJlya_JTQgbACYyVoxIP6Uh9s2BOkPjF9KAXbDR_tj411pOF9RpVB2tld4GrWJET6OjzrY0tFZv6d67PfpoMdA-2G5NBxhb1NG7nVp3GK2m5-BxunMNtrfkyqg24N25jsnny_Nq9pq8f8zfZtP3RPNSxIQ1ucyYzBupZImp0CJv6pLJWjQAxjCpNBNGm0JlWgKALsBIUyLLDG9yrNMxeTztHZ787jHEauN63w0nKy7zXEgOMhsodqK0dyF4NNXe253yh4pBdbRbHe1WR7vV2e6QeThlLCL-4zkveCnTXxsbeBk</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Jaruwatanadilok, Sermsak</creator><creator>Duan, Xueyang</creator><creator>Holt, Benjamin</creator><creator>Jones, Cathleen E.</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><orcidid>https://orcid.org/0000-0003-4065-3076</orcidid><orcidid>https://orcid.org/0000-0003-1200-9435</orcidid><orcidid>https://orcid.org/0000-0002-2739-1545</orcidid><orcidid>https://orcid.org/0000-0002-0716-5233</orcidid></search><sort><creationdate>20230101</creationdate><title>A study of the sensitivity of SAR ocean backscatter to oil slick properties using an electromagnetic scattering model</title><author>Jaruwatanadilok, Sermsak ; Duan, Xueyang ; Holt, Benjamin ; Jones, Cathleen E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c294t-1d685186d8a89e34c46db918b4d00ff18ac14fcf7a5c8000c70f8f9e15f2d6eb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Backscatter</topic><topic>Backscattering</topic><topic>Damping</topic><topic>Elasticity</topic><topic>Electromagnetic scattering</topic><topic>Emulsions</topic><topic>Environmental conditions</topic><topic>finite difference time domain method</topic><topic>Kinematic viscosity</topic><topic>Kinematics</topic><topic>Microwave frequencies</topic><topic>Mineral oils</topic><topic>Ocean surface</topic><topic>Ocean waves</topic><topic>oil dielectric effect on radar cross section</topic><topic>oil slick</topic><topic>oil slick characterization</topic><topic>Oil slicks</topic><topic>Oils</topic><topic>Petroleum</topic><topic>Properties</topic><topic>Radar</topic><topic>radar cross section</topic><topic>Radar cross sections</topic><topic>SAR (radar)</topic><topic>scattering from ocean surface</topic><topic>Sea surface</topic><topic>Surface cleaning</topic><topic>Surface waves</topic><topic>Synthetic aperture radar</topic><topic>Thickness</topic><topic>Time domain analysis</topic><topic>Viscosity</topic><topic>Wave spectra</topic><topic>Wind speed</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jaruwatanadilok, Sermsak</creatorcontrib><creatorcontrib>Duan, Xueyang</creatorcontrib><creatorcontrib>Holt, Benjamin</creatorcontrib><creatorcontrib>Jones, Cathleen E.</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 (IEL)</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 & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & 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>Jaruwatanadilok, Sermsak</au><au>Duan, Xueyang</au><au>Holt, Benjamin</au><au>Jones, Cathleen E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A study of the sensitivity of SAR ocean backscatter to oil slick properties using an electromagnetic scattering model</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2023-01-01</date><risdate>2023</risdate><volume>61</volume><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>In this study, we model electromagnetic scattering from a realistic ocean surface to assess through simulation the effect of varying key slick properties on backscatter at microwave frequencies of L-, C-, and X-band for both thin and emulsified mineral oil. An ocean surface model is implemented by generating randomly rough ocean surface instances from ocean wave spectra corresponding to a variety of slick properties and different wind speeds. The finite difference time domain method (FDTD), based on Maxwell's equations, is used to calculate the normalized radar cross section (NRCS) from the ocean surfaces, which we validate with radar observations. Results show that the effect on the NRCS does not scale linearly with the spectral damping caused by the oil layer. By changing various layer properties, we determine that the surface elasticity and oil kinematic viscosity most strongly impact the NRCS. The model is run with different oil layer thicknesses to evaluate the capability of SAR to determine absolute or relative slick thickness. We find that the thickness cannot be accurately determined from SAR backscatter alone in the absence of information about the key slick properties or calibration against known thicknesses in the given environmental conditions. The simulations indicate that ocean wave spectral components outside the expected Bragg scattering regime contribute significantly to the backscatter in some cases. Furthermore, the presence of an emulsion layer under certain conditions and for certain radar frequencies creates constructive interference that causes the NRCS to be enhanced rather than reduced when the layer thickness increases.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TGRS.2023.3308010</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-4065-3076</orcidid><orcidid>https://orcid.org/0000-0003-1200-9435</orcidid><orcidid>https://orcid.org/0000-0002-2739-1545</orcidid><orcidid>https://orcid.org/0000-0002-0716-5233</orcidid></addata></record> |
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subjects | Backscatter Backscattering Damping Elasticity Electromagnetic scattering Emulsions Environmental conditions finite difference time domain method Kinematic viscosity Kinematics Microwave frequencies Mineral oils Ocean surface Ocean waves oil dielectric effect on radar cross section oil slick oil slick characterization Oil slicks Oils Petroleum Properties Radar radar cross section Radar cross sections SAR (radar) scattering from ocean surface Sea surface Surface cleaning Surface waves Synthetic aperture radar Thickness Time domain analysis Viscosity Wave spectra Wind speed |
title | A study of the sensitivity of SAR ocean backscatter to oil slick properties using an electromagnetic scattering model |
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