Generic Atmospheric Correction Model for Interferometric Synthetic Aperture Radar Observations

机译：干涉合成孔径雷达观测的通用大气校正模型

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Abstract >For mapping Earth surface movements at larger scale and smaller amplitudes, many new synthetic aperture radar instruments (Sentinel‐1A/B, Gaofen‐3, ALOS‐2) have been developed and launched from 2014–2017, and this trend is set to continue with Sentinel‐1C/D, Gaofen‐3B/C, RADARSAT Constellation planned for launch during 2018–2025. This poses more challenges for correcting interferograms for atmospheric effects since the spatial‐temporal variations of tropospheric delay may dominate over large scales and completely mask the actual displacements due to tectonic or volcanic deformation. To overcome this, we have developed a generic interferometric synthetic aperture radar atmospheric correction model whose notable features comprise (i) global coverage, (ii) all‐weather, all‐time useability, (iii) correction maps available in near real time, and (iv) indicators to assess the correction performance and feasibility. The model integrates operational high‐resolution European Centre for Medium‐Range Weather Forecasts (ECMWF) data (0.125° grid, 137 vertical levels, and 6‐hr interval) and continuous GPS tropospheric delay estimates (every 5?min) using an iterative tropospheric decomposition model. The model's performance was tested using eight globally distributed Sentinel‐1 interferograms, encompassing both flat and mountainous topographies, midlatitude and near polar regions, and monsoon and oceanic climate systems, achieving a phase standard deviation and displacement root‐mean‐square (RMS) of ~1?cm against GPS over wide regions (250 by 250?km). Indicators describing the model's performance including (i) GPS network and ECMWF cross RMS, (ii) phase versus estimated atmospheric delay correlations, (iii) ECMWF time differences, and (iv) topography variations were developed to provide quality control for subsequent automatic processing and provide insights of the confidenc </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract Type =“Main”XML：Lang =“en”> <标题类型=“main”>抽象</ title> >用于在较大刻度和更小的幅度下映射地球表面移动，许多新的合成孔径雷达仪器（从2014-2017开发并启动了HanofeL-1A / B，GaoFen-3，Alos-2，并将这种趋势设置为继续与Sentinel-1C / D，GaoFen-3b / C，Radarsat Constellation计划在展开期间2018-2025。由于对流层延迟的空间时间变化可能在大尺度上占据主导地位并且完全掩盖由于构造或火山变形，因此对大气效应的干涉图带来了更多挑战。为了克服这一点，我们开发了一种通用的干涉性合成孔径雷达大气校正模型，其显着特征包括（i）全球覆盖范围，（ii）全天候，符合近实时可用的校正图（III）校正图，以及（iv）评估矫正性能和可行性的指标。该模型集成了运营高分辨率欧洲中等地区天气预报（ECMWF）数据（0.125°Grid，137垂直级别和6小时间隔），以及使用迭代的对流层（每5次）的连续GPS对流层延迟估计（每5？分钟）分解模型。该模型的性能是使用八个全球分布的哨兵-1干扰图测试的，包括平坦和山区地形，中层和靠近极地地区，以及季风和海洋气候系统，实现相位标准偏差和排量的根均线（RMS）在宽地区〜1？cm对抗GPS（250×250 km）。描述模型性能的指标包括（i）GPS网络和ECMWF交叉RMS，（II）相位与估计的大气延迟相关性，（iii）ECMWF时间差异，（IV）形貌变化是为后续自动处理的质量控制提供了质量控制。提供Concidenc的见解 </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-34677/'>《Journal of geophysical research. Solid earth: JGR》</a> <b style="margin: 0 2px;">|</b><span>2018年第10期</span><b style="margin: 0 2px;">|</b><span>共21页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Yu Chen&option=202" target="_blank" rel="nofollow">Yu Chen;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Li Zhenhong&option=202" target="_blank" rel="nofollow">Li Zhenhong;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Penna Nigel T.&option=202" target="_blank" rel="nofollow">Penna Nigel T.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Crippa Paola&option=202" target="_blank" rel="nofollow">Crippa Paola;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>School of EngineeringNewcastle UniversityNewcastle upon Tyne UK;</p> <p>School of EngineeringNewcastle UniversityNewcastle upon Tyne UK;</p> <p>School of EngineeringNewcastle UniversityNewcastle upon Tyne UK;</p> <p>School of EngineeringNewcastle UniversityNewcastle upon Tyne UK;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/163.html" title="地球物理学">地球物理学;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=InSAR&option=203" rel="nofollow">InSAR;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=atmospheric correction&option=203" rel="nofollow">atmospheric correction;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=ECMWF&option=203" rel="nofollow">ECMWF;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=GPS&option=203" rel="nofollow">GPS;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=GACOS&option=203" rel="nofollow">GACOS;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=tropospheric delay&option=203" rel="nofollow">tropospheric delay;</a> </p> <div class="translation"> 机译：insar;大气矫正;ECMWF;GPS;GACO;对流层延迟; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> <li >专利</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704025592684.html">Generic Atmospheric Correction Model for Interferometric Synthetic Aperture Radar Observations</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Yu Chen&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Yu Chen,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Li Zhenhong&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Li Zhenhong,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Penna Nigel T.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Penna Nigel T.,</a> <a href="/journal-foreign-34677/" target="_blank" rel="nofollow" class="tuijian_authcolor">Journal of geophysical research. Solid earth: JGR .</a> <span>2018</span><span>,第10期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：干涉合成孔径雷达观测的通用大气校正模型</span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704024045451.html">Interferometric synthetic aperture radar atmospheric correction using a GPS-based iterative tropospheric decomposition model</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Chen Yu&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Chen Yu,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Zhenhong Li&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Zhenhong Li,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Nigel T. 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Onn&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">F. Onn,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=H. A. Zebker&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">H. A. Zebker </a> <span>2006</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：使用GPS网络的Zenith湿延迟观测的时间序列对干涉性合成孔径雷达大气相伪影的校正</span> </p> </li> <li> <div> <b>8. </b><a class="enjiyixqcontent" href="/ntis-science-report_de_thesis/02071899792.html">Interferometric synthetic aperture radar terrain elevation mapping from multiple observations</a> <b>[R] </b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ghiglia, D. C.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Ghiglia, D. 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E. </a> <span>1994</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：来自多个观测的干涉合成孔径雷达地形高程映射</span> </p> </li> </ul> <ul style="display: none;"> <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/academic-journal-cn_journal-radars_thesis/0201277954017.html">地基干涉合成孔径雷达图像非线性大气相位补偿方法</a> <b>[J]</b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=胡程&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . 胡程</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=邓云开&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,邓云开</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=田卫明&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,田卫明</a> <span> <a href="/journal-cn-8760/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . 雷达学报 </a> </span> <span> . 2019</span><span>,第006期</span> </span> </div> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/academic-journal-cn_china-sciencepaper_thesis/0201255833927.html">大气效应对合成孔径雷达干涉测量的影响</a> <b>[J]</b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=崔喜爱&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . 崔喜爱</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=曾琪明&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,曾琪明</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=焦健&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,焦健</a> <span> <a href="/journal-cn-16500/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . 中国科技论文 </a> </span> <span> . 2013</span><span>,第004期</span> </span> </div> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/academic-journal-cn_china-sciencepaper_thesis/0201255833991.html">大气效应对合成孔径雷达干涉测量的影响</a> <b>[J]</b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=崔喜爱&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . 崔喜爱</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=曾琪明&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,曾琪明</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=焦健&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,焦健</a> <span> <a href="/journal-cn-16500/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . 中国科技论文 </a> </span> <span> . 2013</span><span>,第004期</span> </span> </div> </li> <li> <div> <b>4. </b><a class="enjiyixqcontent" href="/academic-journal-cn_remote-sensing-information_thesis/0201254403972.html">合成孔径雷达干涉测量大气改正研究综述</a> <b>[J]</b> <span> <a 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