Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model
In this paper, the first-order small slope approximation is applied to a rough sea surface with non-Gaussian statistics, for which the third- and the fourth-order statistics are taken into account in the calculation of the radar cross section. From the Cox and Munk slope distribution, the higher ord...
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Veröffentlicht in: | IEEE transactions on geoscience and remote sensing 2004-11, Vol.42 (11), p.2600-2611 |
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description | In this paper, the first-order small slope approximation is applied to a rough sea surface with non-Gaussian statistics, for which the third- and the fourth-order statistics are taken into account in the calculation of the radar cross section. From the Cox and Munk slope distribution, the higher order statistic moments are derived, and behaviors of the corresponding correlation functions are assumed. We show that the fourth order (related to the peakedness or kurtosis) is isotropic, whereas the third order (related to the skewness) has a behavior as cos(/spl psi/), where /spl psi/ is the wave direction along the wind direction. Thus, using the Elfouhaily et al. sea height spectrum, related to the second-order statistics, we show that the normalized radar backscattering cross section (NRBCS) can be expanded as an even Fourier series in cos(n/spl phi/) (where n is a positive integer), for which the harmonic coefficients require only a single integration over the radial distance. This result is consistent with experimental data done for microwave frequencies. In addition, we show for microwave frequencies (like C- and Ku-bands) that the Fourier series can be truncated up to the second order, since the higher order harmonic coefficients vanish. The NRBCS is also compared with empirical backscattering models CMOD2-I3 and SASS-II, valid in C- and Ku-bands, according to the scattering angle and the wind direction. The first-order harmonic coefficient predicts the surface asymmetry along the upwind and downwind directions, whereas the second-order harmonic coefficient describes the surface asymmetry along the upwind and crosswind directions. |
doi_str_mv | 10.1109/TGRS.2004.836874 |
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From the Cox and Munk slope distribution, the higher order statistic moments are derived, and behaviors of the corresponding correlation functions are assumed. We show that the fourth order (related to the peakedness or kurtosis) is isotropic, whereas the third order (related to the skewness) has a behavior as cos(/spl psi/), where /spl psi/ is the wave direction along the wind direction. Thus, using the Elfouhaily et al. sea height spectrum, related to the second-order statistics, we show that the normalized radar backscattering cross section (NRBCS) can be expanded as an even Fourier series in cos(n/spl phi/) (where n is a positive integer), for which the harmonic coefficients require only a single integration over the radial distance. This result is consistent with experimental data done for microwave frequencies. In addition, we show for microwave frequencies (like C- and Ku-bands) that the Fourier series can be truncated up to the second order, since the higher order harmonic coefficients vanish. The NRBCS is also compared with empirical backscattering models CMOD2-I3 and SASS-II, valid in C- and Ku-bands, according to the scattering angle and the wind direction. The first-order harmonic coefficient predicts the surface asymmetry along the upwind and downwind directions, whereas the second-order harmonic coefficient describes the surface asymmetry along the upwind and crosswind directions.</description><identifier>ISSN: 0196-2892</identifier><identifier>EISSN: 1558-0644</identifier><identifier>DOI: 10.1109/TGRS.2004.836874</identifier><identifier>CODEN: IGRSD2</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Applied geophysics ; Azimuthal harmonics ; Backscatter ; Behavior ; Earth sciences ; Earth, ocean, space ; Exact sciences and technology ; Fourier series ; Higher order statistics ; Internal geophysics ; Marine geology ; Non-Gaussian statistics ; ocean remote sensing ; Oceans ; Radar cross section ; radar scattering ; Rough surfaces ; scattering from rough surfaces ; Sea surface ; Statistical distributions ; Statistics ; Studies ; Surface roughness</subject><ispartof>IEEE transactions on geoscience and remote sensing, 2004-11, Vol.42 (11), p.2600-2611</ispartof><rights>2005 INIST-CNRS</rights><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2004</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c312t-bea74c34b4db5326177e8e94ccc4dcf27c26003dd243ce0e25859862cfa412c23</citedby><cites>FETCH-LOGICAL-c312t-bea74c34b4db5326177e8e94ccc4dcf27c26003dd243ce0e25859862cfa412c23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1356073$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1356073$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=16288981$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Bourlier, C.</creatorcontrib><title>Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>In this paper, the first-order small slope approximation is applied to a rough sea surface with non-Gaussian statistics, for which the third- and the fourth-order statistics are taken into account in the calculation of the radar cross section. From the Cox and Munk slope distribution, the higher order statistic moments are derived, and behaviors of the corresponding correlation functions are assumed. We show that the fourth order (related to the peakedness or kurtosis) is isotropic, whereas the third order (related to the skewness) has a behavior as cos(/spl psi/), where /spl psi/ is the wave direction along the wind direction. Thus, using the Elfouhaily et al. sea height spectrum, related to the second-order statistics, we show that the normalized radar backscattering cross section (NRBCS) can be expanded as an even Fourier series in cos(n/spl phi/) (where n is a positive integer), for which the harmonic coefficients require only a single integration over the radial distance. This result is consistent with experimental data done for microwave frequencies. In addition, we show for microwave frequencies (like C- and Ku-bands) that the Fourier series can be truncated up to the second order, since the higher order harmonic coefficients vanish. The NRBCS is also compared with empirical backscattering models CMOD2-I3 and SASS-II, valid in C- and Ku-bands, according to the scattering angle and the wind direction. The first-order harmonic coefficient predicts the surface asymmetry along the upwind and downwind directions, whereas the second-order harmonic coefficient describes the surface asymmetry along the upwind and crosswind directions.</description><subject>Applied geophysics</subject><subject>Azimuthal harmonics</subject><subject>Backscatter</subject><subject>Behavior</subject><subject>Earth sciences</subject><subject>Earth, ocean, space</subject><subject>Exact sciences and technology</subject><subject>Fourier series</subject><subject>Higher order statistics</subject><subject>Internal geophysics</subject><subject>Marine geology</subject><subject>Non-Gaussian statistics</subject><subject>ocean remote sensing</subject><subject>Oceans</subject><subject>Radar cross section</subject><subject>radar scattering</subject><subject>Rough surfaces</subject><subject>scattering from rough surfaces</subject><subject>Sea surface</subject><subject>Statistical distributions</subject><subject>Statistics</subject><subject>Studies</subject><subject>Surface roughness</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNqFkc1rFEEQxRtRcI3eBS-NoLdZ-7t7jkvQVQgIbjwPvTXVbseZ7tg9k6Cn_OmZdQMBL16qDvV7D-o9Ql5ztuactR8ut992a8GYWjtpnFVPyIpr7RpmlHpKVoy3phGuFc_Ji1qvGONKc7sid5s_cZyngx_owZcxpwgUMoYQIWKaKs2BTgekY4SSb_0N0r2HnxX8NGGJ6QcNJY_U05RTs_VzrdEnmgGXWecSPCC9jdPhr0eIpU5NLj0Wuttt6Jh7HF6SZ8EPFV897DPy_dPHy_PPzcXX7ZfzzUUDkoup2aO3CqTaq36vpTDcWnTYKgBQPQRhQRjGZN8LJQEZCu1064yA4BUXIOQZeX_yvS7514x16sZYAYfBJ8xz7UTLXKu1_T_ojOWCswV8-w94leeSlic651onnFR6gdgJWuKrtWDorkscffndcdYdi-uOxXXH4rpTcYvk3YOvX3IeQvEJYn3UGXG05wv35sRFRHw8S22YlfIeKJWimw</recordid><startdate>20041101</startdate><enddate>20041101</enddate><creator>Bourlier, C.</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>RIA</scope><scope>RIE</scope><scope>IQODW</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>20041101</creationdate><title>Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model</title><author>Bourlier, C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c312t-bea74c34b4db5326177e8e94ccc4dcf27c26003dd243ce0e25859862cfa412c23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Applied geophysics</topic><topic>Azimuthal harmonics</topic><topic>Backscatter</topic><topic>Behavior</topic><topic>Earth sciences</topic><topic>Earth, ocean, space</topic><topic>Exact sciences and technology</topic><topic>Fourier series</topic><topic>Higher order statistics</topic><topic>Internal geophysics</topic><topic>Marine geology</topic><topic>Non-Gaussian statistics</topic><topic>ocean remote sensing</topic><topic>Oceans</topic><topic>Radar cross section</topic><topic>radar scattering</topic><topic>Rough surfaces</topic><topic>scattering from rough surfaces</topic><topic>Sea surface</topic><topic>Statistical distributions</topic><topic>Statistics</topic><topic>Studies</topic><topic>Surface roughness</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bourlier, C.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>Pascal-Francis</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>Bourlier, C.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2004-11-01</date><risdate>2004</risdate><volume>42</volume><issue>11</issue><spage>2600</spage><epage>2611</epage><pages>2600-2611</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>In this paper, the first-order small slope approximation is applied to a rough sea surface with non-Gaussian statistics, for which the third- and the fourth-order statistics are taken into account in the calculation of the radar cross section. From the Cox and Munk slope distribution, the higher order statistic moments are derived, and behaviors of the corresponding correlation functions are assumed. We show that the fourth order (related to the peakedness or kurtosis) is isotropic, whereas the third order (related to the skewness) has a behavior as cos(/spl psi/), where /spl psi/ is the wave direction along the wind direction. Thus, using the Elfouhaily et al. sea height spectrum, related to the second-order statistics, we show that the normalized radar backscattering cross section (NRBCS) can be expanded as an even Fourier series in cos(n/spl phi/) (where n is a positive integer), for which the harmonic coefficients require only a single integration over the radial distance. This result is consistent with experimental data done for microwave frequencies. In addition, we show for microwave frequencies (like C- and Ku-bands) that the Fourier series can be truncated up to the second order, since the higher order harmonic coefficients vanish. The NRBCS is also compared with empirical backscattering models CMOD2-I3 and SASS-II, valid in C- and Ku-bands, according to the scattering angle and the wind direction. The first-order harmonic coefficient predicts the surface asymmetry along the upwind and downwind directions, whereas the second-order harmonic coefficient describes the surface asymmetry along the upwind and crosswind directions.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TGRS.2004.836874</doi><tpages>12</tpages></addata></record> |
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subjects | Applied geophysics Azimuthal harmonics Backscatter Behavior Earth sciences Earth, ocean, space Exact sciences and technology Fourier series Higher order statistics Internal geophysics Marine geology Non-Gaussian statistics ocean remote sensing Oceans Radar cross section radar scattering Rough surfaces scattering from rough surfaces Sea surface Statistical distributions Statistics Studies Surface roughness |
title | Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model |
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