Journal of Atmospheric and Environmental Optics, Volume. 13, Issue 6, 453(2018)

Research on Cloud Derived Wind Algorithm of Himawari-8 Based on Modified TV Norm Optical Flow Method

Jingrong JIA1、*, Fenglin SUN2, Qirong QIU1, Min MIN2, and Kaixi HU3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(29)

    [1] [1] Peng Xiayun, Min Jinzhong, Zhou Zhenbo,et al. Quality control of wind field retrieved by single Doppler radar[J]. Journal of Nanjing Institute of Meteorology, 2007, 30(1): 79-85(in Chinese).

    [2] [2] Zhu Lin, Shou Shaowen, Peng Jiayi,et al. Numerical experiments on the assimilation of sounding data by Calman wave[J]. Journal of Nanjing Institute of Meteorology, 2008, 31(2): 264-271(in Chinese).

    [3] [3] Zhang Shaobo, Lu Hancheng, Kang Jianwei. The lower level wind retrieval applied to a super cell storm using Doppler radar[J].Scientia Meteorologica Sinica, 27(2): 147-154(in Chinese).

    [4] [4] Xu Fen, Xia Wenmei, Hu Zhiqun,et al. Application of Doppler weather radar wind products in helicity computation[J]. Scientia Meteorologica Sinica, 2007, 27(5): 495-501(in Chinese).

    [5] [5] Hou Qing, Xu Jianmin. The relationship between the upper troposphere and the main rain belts in summer revealed by the satellite guidance data[J].Journal of Applied Meteorological Science, 2006, 17(2): 138-144(in Chinese).

    [6] [6] Li Huahong, Wang Man, Xue Jishan,et al. FY-2C trace wind data in mesoscale numerical model[J]. Acta Meteorologica Sinica, 2008, 6(1): 50-58(in Chinese).

    [7] [7] Zhou Y S, Cao J, Gao S T. The method of decomposing wind field in a limited area and its application to typhoon SAOMEI[J].Acta Physica Sinica, 2008, 57(10): 6654-6665.

    [8] [8] Zhuang Zhaorong, Xue Jishan. Assimilation of coud-derived winds and its impact on typhoon forecast[J].Journal of Tropical Meteorology, 2004, 20(3): 225-23(in Chinese).

    [9] [9] Zhan Yizhe, Wang Zhenhui, Guan Li,et al. A summary of the application of cloud motion wind datato typhoon track prediction[J]. Advances in Earth Science, 2011, 2(4): 386-393(in Chinese).

    [10] [10] Xu Jianmin, Zhang Qisang. Status review on atmospheric motion vectors-derivation and application[J].Journal of Applied Meteorology, 2006, 17(5): 574-582(in Chinese).

    [11] [11] Schmetz J, Holmlund K, Hoffman J,et al. Operational cloud-motion winds from meteosat infrared images[J]. Journal of Applied Meteorology, 1993, 32(7): 1206-1225.

    [12] [12] Leese J A, Novak C S, Clark B B. An automated technique for obtaining cloud motion from geosynchronous satellite data using cross correlation[J].Journal of Applied Meteorology, 1971, 10(1): 118-132.

    [13] [13] Xu J, Holmlund K, Zhang Q,et al. Comparison of two schemes for derivation of atmospheric motion vectors[J]. Journal of Geophysical Research Atmospheres, 2002, 107(D14): ACL 4-1-ACL 4-15.

    [14] [14] Wang Changshuai.Research on Cloud Guided Wind Algorithm of Parallel Satellite[D]. Changchun: Master’s Thesis of Jilin University, 201(in Chinese).

    [15] [15] Purdom J F W. Detailed cloud motions from satellite imagery taken at thirty second, one and three minute intervals[C].Proceeding to the 3rd international wind workshop in Ascona, Switzerland, 1996: 10-12.

    [16] [16] Xu Jianming, Wang Zhenhui. The application condition of Fourier analysis technique and the analysis of phrase overlap[J].Scientia Meteorologica Sinica, 2004, 24(3): 309-313(in Chinese).

    [17] [17] Long Zhiyong, Shi Hanqing, Huang Sixun. A new idea of cloud motion wind derived from satellite images[J].Acta Physica Sinica, 2011, 60(5): 059202(in Chinese).

    [18] [18] Ma Xialin, Luo Peng, Chen Zhibin,et al. A method for cloud motion wind vector prediction based on scale-invariant feature transform[J]. Meteorological Science and Technology, 2014, 42(3): 391-39(in Chinese).

    [19] [19] Xiao Wuping. Japanese first next-generation weather satellite Himawari-8 enters geostationary orbit[J].Space International, 2015(2): 87-91(in Chinese).

    [20] [20] Horn B K P, Schunck B G. Determining optical flow[J].Artificial Intelligence, 1981, 17(1-3): 185-203.

    [21] [21] Wedel A, Pock T, Zach C,et al. An Improved Algorithm for TV-L1 Optical Flow[M]// Statistical and Geometrical Approaches to Visual Motion Analysis. Heidelberg: Springer, 2009: 23-45.

    [22] [22] Shou Yixuan.Pattern Recognition Technology and Its Application in Meteorological Research[D]. Nanjing: Master’s Thesis of Nanjing University of Information Science and Technology, 2004(in Chinese).

    [23] [23] Tan Jun.Research on Optical Flow Estimation Method Based on Variational Principle[D]. Beijing: Master’s Thesis of Beijing University of Technology, 2015(in Chinese).

    [24] [24] Rudin L I, Osher S, Fatemi E. Nonlinear total variation based noise removal algorithms[J].Physica D: Nonlinear Phenomena, 1992, 60(1-4):259-268.

    [25] [25] Sun D, Roth S, Black M J. Secrets of optical flow estimation and their principles[J].IEEE Conference on Computer Vision and Pattern Recognition, 2010, 119(5): 2432-2439.

    [26] [26] Dong W, Shi G, Hu X,et al. Nonlocal sparse and low-rank regularization for optical flow estimation[J]. IEEE Transactions on Image Processing, 2014, 23(10): 4527-4538.

    [27] [27] Liu Min.The Tracking and Prediction of Multiple Clouds in a Mesoscale Convective System[D]. Nanjing: Master’s Thesis ofNanjing University of Science and Technology, 2013(in Chinese).

    [28] [28] Xue Chenbin, Gong Jiandong, He Caifu,et al. Quality control of cloud derived wind vectors from geostationary meteorological satellites with its application to data assimilation system[J]. Journal of Applied Meteorological Science, 2013, 24(3): 356-364(in Chinese).

    [29] [29] Wei Qingyu. FY-2C.The Design and Development of a Half Time Cloud Profile Wind Service System for Meteorological Satellite[D]. Nanjing: Master’s Thesis of Nanjing University of Information Science and Technology, 200(in Chinese).

    Tools

    Get Citation

    Copy Citation Text

    JIA Jingrong, SUN Fenglin, QIU Qirong, MIN Min, HU Kaixi. Research on Cloud Derived Wind Algorithm of Himawari-8 Based on Modified TV Norm Optical Flow Method[J]. Journal of Atmospheric and Environmental Optics, 2018, 13(6): 453

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Sep. 21, 2017

    Accepted: --

    Published Online: Dec. 25, 2018

    The Author Email: Jingrong JIA (jiajingrong0324@163.com)

    DOI:

    Topics