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DOI: 10.3390/rs11141682
WOS记录号: WOS:000480527800052
论文题名:
Wind Speed Retrieval from Simulated RADARSAT Constellation Mission Compact Polarimetry SAR Data for Marine Application
作者: Geldsetzer, Torsten; Khurshid, Shahid K.; Warner, Kerri; Botelho, Filipe; Flett, Dean
通讯作者: Khurshid, Shahid K.
刊名: REMOTE SENSING
ISSN: 2072-4292
出版年: 2019
卷: 11, 期:14
语种: 英语
英文关键词: compact polarimetry ; synthetic aperture RADAR (SAR) ; RADARSAT Constellation Mission (RCM) ; wind speed retrieval models ; C-band model (CMOD) ; National SAR Winds
WOS关键词: MODEL ; WAVES
WOS学科分类: Remote Sensing
WOS研究方向: Remote Sensing
英文摘要:

RADARSAT Constellation Mission (RCM) compact polarimetry (CP) data were simulated using 504 RADARSAT-2 quad-pol SAR images. These images were used to samples CP data in three RCM modes to build a data set with co-located ocean wind vector observations from in situ buoys on the West and East coasts of Canada. Wind speeds up to 18 m/s were included. CP and linear polarization parameters were related to the C-band model (CMOD) geophysical model functions CMOD-IFR2 and CMOD5n. These were evaluated for their wind retrieval potential in each RCM mode. The CP parameter Conformity was investigated to establish a data-quality threshold (>0.2), to ensure high-quality data for model validation. An accuracy analysis shows that the first Stokes vector (SV0) and the right-transmit vertical-receive backscatter (RV) parameters were as good as the VV backscatter with CMOD inversion. SV0 produced wind speed retrieval accuracies between 2.13 m/s and 2.22 m/s, depending on the RCM mode. The RCM Medium Resolution 50 m mode produced the best results. The Low Resolution 100 m and Low Noise modes provided similar results. The efficacy of SV0 and RV imparts confidence in the continuity of robust wind speed retrieval with RCM CP data. Three image-based case studies illustrate the potential for the application of CP parameters and RCM modes in operational wind retrieval systems. The results of this study provide guidance to direct research objectives once RCM is launched. The results also provide guidance for operational RCM data implementation in Canada's National SAR winds system, which provides near-real-time wind speed estimates to operational marine forecasters and meteorologists within Environment and Climate Change Canada.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/143008
Appears in Collections:全球变化的国际研究计划

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作者单位: Environm & Climate Change Canada, Meteorol Serv Canada, Appl Sci, Canadian Ice Serv, 719 Heron Rd, Ottawa, ON K1A 0H3, Canada

Recommended Citation:
Geldsetzer, Torsten,Khurshid, Shahid K.,Warner, Kerri,et al. Wind Speed Retrieval from Simulated RADARSAT Constellation Mission Compact Polarimetry SAR Data for Marine Application[J]. REMOTE SENSING,2019-01-01,11(14)
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