• Journal of Infrared and Millimeter Waves
  • Vol. 39, Issue 2, 251 (2020)
Gen WANG1、2, Dong-Yong WANG1、*, and Rong WU3
Author Affiliations
  • 1Anhui Meteorological Observatory, Key Lab. of Strong Weather Analysis and Forecast, Hefei 23003, China
  • 2Anhui Institute of Meteorological ,Anhui Key Lab. of Atmospheric Science and Satellite Remote Sensing, Hefei30031, China
  • 3Anhui Climate Center, Hefei 2001, China
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    DOI: 10.11972/j.issn.1001-9014.2020.02.013 Cite this Article
    Gen WANG, Dong-Yong WANG, Rong WU. Application study of Himawari-8/AHI infrared spectral data on precipitation signal recognition and retrieval[J]. Journal of Infrared and Millimeter Waves, 2020, 39(2): 251 Copy Citation Text show less
    References

    [3] B Y Kim, K T Lee. Using the Himawari-8 AHI multi-channel to improve the calculation accuracy of outgoing longwave radiation at the top of the atmosphere. Remote Sensing, 11, 589(2019).

    [4] J Yang, Z Zhang, C Wei. Introducing the new generation of Chinese geostationary weather satellites-FengYun 4 (FY-4), 98, 1637-1658(2017).

    [15] M Min, C Bai, J P Guo. Estimating summertime precipitation from Himawari-8 and global forecast system based on machine learning. IEEE Transactions on geoscience and remote sensing, 57, 2557-2570(2018).

    [16] R R Ferraro, G F Marks. The development of SSM/I rain rate retrieval algorithms using ground based radar measurements. Journal of Atmospheric and Oceanic Technology, 12, 755-770(1995).

    [18] A M Ebtehaj, R L Bras, E Foufoula-Georgiou. Shrunken Locally Linear Embedding for Passive Microwave Retrieval of Precipitation. IEEE Transactions on Geoscience and remote sensing, 53, 3720-3736(2015).

    [19] A Behrangi, K L Hsu, B Lmam. PERSIANNMSA: a precipitation estimation method from satellite based multispectral analysis. Journal of Hydrometeorology, 10, 1414-1429(2009).

    [20] Y Tao, K Hsu, X Gao. A two-stage deep neural network framework for precipitation estimation from bispectral satellite information. Journal of Hydrometeorology, 19, 393-408(2018).

    [21] Gen Wang, Conghui Ding, Huilan Liu. Precipitation retrieval from Himawari-8 satellite infrared data based on dictionary learning method and regular term constraint. Meteorological and Environmental Research, 10, 61-65,68(2019).

    [23] A E Raftery, T Gneiting, F Balabdaoui. Using Bayesian model averaging to calibrate forecast ensembles. Monthly Weather Review, 133, 1155-1174(2005).

    [24] Gen Wang, Dongyong Wang, Wei Han. ID 5890794. Advances in Meteorology(2019).

    [25] J A Vrugt, CJF Braak, GGH Diks. Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling. International Journal of Nonlinear Sciences and Numerical Simulation, 10, 271-288(2009).

    [26] J Hocking, P Rayer, D Rundle. NWPSAF-MO-UD-(2015).

    [28] K B Sounak, V Chandrasekar. Cross-Validation of Observations between the GPM Dual- Frequency Precipitation Radar and Ground Based Dual-Polarization Radars. Remote Sensing, 10, 1773(2018).

    [29] Yumeng Tao, Qingyun Duan, Aizhong Ye. An evaluation of post-processed TIGGE multimodel ensemble precipitation forecast in the Huai river basin. Journal of Hydrology, 519, 2890-2905(2014).

    [31] Z J Liu, M Min, Jun Li. Local severe storm tracking and warning in pre-convection stage from the new generation geostationary weather satellite measurements. Remote Sensing, 11, 383(2019).

    [32] G J Husak, J Michaelsem, C Funk. Use of the gamma distribution to represent monthly rainfall in Africa for drought monitoring applications. International Journal of Climatology, 27, 935-944(2007).

    CLP Journals

    [1] WANG Gen, LU Ya-jun, WANG Yue, WU Rui-jiao, DING Cong-hui. Research on Influence of Different Distance Measurements of KNN on Precipitation Retrieval by AGRI Infrared Bright Temperatures of FY-4A[J]. INFRARED, 2020, 41(4): 41

    Gen WANG, Dong-Yong WANG, Rong WU. Application study of Himawari-8/AHI infrared spectral data on precipitation signal recognition and retrieval[J]. Journal of Infrared and Millimeter Waves, 2020, 39(2): 251
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