Citation: | ZHANG Yun, XIE Xiangfang, MENG Wanting, et al. Bohai coastal sea ice detection using BeiDou GEO satellite reflected signals[J]. Journal of Beijing University of Aeronautics and Astronautics, 2018, 44(2): 257-263. doi: 10.13700/j.bh.1001-5965.2017.0149(in Chinese) |
With the development of global navigation satellite system reflected signals (GNSS-R), its application to sea ice detection has increased recently. The angular speed of BeiDou geostationary earth orbit (GEO) satellite is small and the angle of elevation varies for only 3-4 degrees. Therefore, the space position of the specular reflection point at the same observation site is stable. The stable elevation of BeiDou GEO satellite can increase the time resolution of sea ice detection. In this paper, two experiments were performed in Bohai Bay of China to detect coastal sea ice using BeiDou GEO satellite reflected signals on January 24, 2015 and from January 30 to February 4, 2016. This paper applies the feasibility of long time continuous detection of coastal sea ice by the Beidou GEO B1 reflection signal. The first experimental results showed that sea ice concentration is correlated with the polarization ratio of Beidou GEO satellites C01 and C03. The second experimental results show that there is a positive correlation between the sea ice polarization ratio detected by GPS GEO satellites C01 and C02 and C03, and the relative values of C01, C02 and C03 polarization ratio to atmospheric temperature are 0.61, 0.72 and 0.57, respectively.
[1] |
李剑, 黄嘉佑, 刘钦政.黄、渤海海冰长期变化特征分析[J].海洋预报, 2005, 22(2):22-32. doi: 10.11737/j.issn.1003-0239.2005.02.004
LI J, HUANG J Y, LIU Q Z.Long term variation characteristics of sea ice in Bohai and Yellow Sea[J].Ocean Forecast, 2005, 22(2):22-32(in Chinese). doi: 10.11737/j.issn.1003-0239.2005.02.004
|
[2] |
RIUS A, CARDELLACH E, MATTIN-NEIRA M.Altimetric analysis of the sea-surface GPS-reflected signals[J].IEEE Transactions on Geoscience & Remote Sensing, 2010, 48(4):2119-2127.
|
[3] |
PARK H, VALENCIA E, CAMPS A, et al.Delay tracking in spaceborne GNSS-R ocean altimetry[J].IEEE Geoscience & Remote Sensing Letters, 2013, 10(1):57-61.
|
[4] |
ZHANG Y, LI B B, TIAN L M, et al.Phase altimetry using reflected signals from BeiDou GEO satellites[J].IEEE Geoscience & Remote Sensing Letters, 2016, 13(10):1410-1414.
|
[5] |
ZAVOROTNY V U, VORONOVICH A G.Scattering of GPS signals from the ocean with wind remote sensing application[J].IEEE Transactions on Geoscience & Remote Sensing, 2000, 38(2):951-964.
|
[6] |
RODRIGUEZ-ALVAREZ N, AKOS D M, ZAVOROTNY V U, et al.Airborne GNSS-R wind retrievals using delay-Doppler maps[J].IEEE Transactions on Geoscience & Remote Sensing, 2013, 51(1):626-641.
|
[7] |
VALENCIA E, ZAVOROTNY V U, AKOS D M, et al.Using DDM asymmetry metrics for wind direction retrieval from GPS ocean-scattered signals in airborne experiments[J].IEEE Transactions on Geoscience & Remote Sensing, 2014, 52(7):3924-3936.
|
[8] |
LI C, HUANG W, GLEASON S.Dual antenna space-based GNSS-R ocean surface mapping:Oil slick and tropical cyclone sensing[J].IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2015, 8(1):425-435.
|
[9] |
VALENCIA E, CAMPS A, RODRIGUEZ-ALVAREZ N, et al.Using GNSS-R imaging of the ocean surface for oil slick detection[J].IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2013, 6(1):217-223.
|
[10] |
SOULAT F, CAPARRINI M, GERMAIN O, et al.Sea state monitoring using coastal GNSS-R[J].Geophysical Research Letters, 2004, 31(21):133-147.
|
[11] |
LARSON K M, RAY R D, NIEVINSKI F G, et al.The accidental tide gauge:A GPS reflection case study from Kachemak Bay, Alaska[J].IEEE Geoscience & Remote Sensing Letters, 2013, 10(5):1200-1204.
|
[12] |
KOMJATHY A, ZAVOROTNY V, AXELRAD P, et al. GPS signal scattering from sea surface: Comparison between experimental data and theoretical model[C]//The 5th International Conference on Remote Sensing for Marine and Coastal Environments, 1998: 1-12.
|
[13] |
YAN Q, HUANG W.Spaceborne GNSS-R sea ice detection using delay-Doppler maps:First results from the U.K.TechDemoSat-1 mission[J].IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2016, 9(10):4795-4801.
|
[14] |
WIEHL M, LEGRESY B, DIETRICH R.Potential of reflected GNSS signals for ice sheet remote sensing[J].Progress in Electromagnetics Research, 2003, 40:177-205. doi: 10.2528/PIER02102202
|
[15] |
GLEASON S, HODGART S, SUN Y, et al.Detection and processing of bistatically reflected GPS signals from low earth orbit for the purpose of ocean remote sensing[J].IEEE Transactions on Geoscience & Remote Sensing, 2005, 43(6):1229-1241.
|
[16] |
RIVAS M B, MASLANIK J A, AXELRAD P.Bistatic scattering of GPS signals off arctic sea ice[J].IEEE Transactions on Geoscience & Remote Sensing, 2010, 48(3):1548-1553.
|
[17] |
FABRA F, CARDELLACH E, NOGUES-CORREIG O, et al.Monitoring sea-ice and dry snow with GNSS reflections[J].2010, 38(5):3837-3840.
|
[18] |
CARDELLACH E, FABRA F, NOGUÉS-CORREIG O, et al.GNSS-R ground-based and airborne campaigns for ocean, land, ice, and snow techniques:Application to the GOLD-RTR data sets[J].Radio Science, 2016, 46(6):1-16.
|
[19] |
FABRA F, CARDELLACH E, RIUS A, et al.Phase altimetry with dual polarization GNSS-R over sea ice[J].IEEE Transactions on Geoscience & Remote Sensing, 2012, 50(6):2112-2121.
|
[20] |
FABRA F. GNSS-R as a source of opportunity for remote sensing of the cryosphere[D]. Barcelona: Universitat Politècnicade Catalunya(UPC), 2013.
|
[21] |
ZHANG Y, GUO J J, YUAN G L, et al.Sea ice study based on GNSS-R signal[J].Global Positioning System(China), 2013, 38(2):1-7.
|
[22] |
ZHANG Y, MENG W T, GU Q M, et al.Detection of Bohai bay sea ice using GPS-reflected signals[J].IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2015, 8(1):39-46.
|
[23] |
张阳. 基于北斗卫星反射信号的海面高度测量方法研究[D]. 北京: 北京化工大学, 2015.
ZHANG Y. Study on sea surface height measurement based on Beidou satellite reflection signal[D]. Beijing: Beijing University of Chemical Technology, 2015(in Chinese).
|
[24] |
白伟华. GNSS-R海洋遥感技术研究[D]. 北京: 中国科学院研究生院, 2008.
BAI W H. Study of the GNSS-R ocean remote sensing technique[D]. Beijing: Graduate University of Chinese Academy of Sciences, 2008(in Chinese).
|
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