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author:

Li, J. (Li, J..) [1] | Zheng, J. (Zheng, J..) [2] | Li, B. (Li, B..) [3] | Min, M. (Min, M..) [4] | Liu, Y. (Liu, Y..) [5] | Liu, C.-Y. (Liu, C.-Y..) [6] | Li, Z. (Li, Z..) [7] | Menzel, W.P. (Menzel, W.P..) [8] | Schmit, T.J. (Schmit, T.J..) [9] | Cintineo, J.L. (Cintineo, J.L..) [10] | Lindstrom, S. (Lindstrom, S..) [11] | Bachmeier, S. (Bachmeier, S..) [12] | Xue, Y. (Xue, Y..) [13] | Ma, Y. (Ma, Y..) [14] | Di, D. (Di, D..) [15] | Lin, H. (Lin, H..) [16]

Indexed by:

Scopus CSCD

Abstract:

Monitoring and predicting highly localized weather events over a very short-term period, typically ranging from minutes to a few hours, are very important for decision makers and public action. Nowcasting these events usually relies on radar observations through monitoring and extrapolation. With advanced high-resolution imaging and sounding observations from weather satellites, nowcasting can be enhanced by combining radar, satellite, and other data, while quantitative applications of those data for nowcasting are advanced through using machine learning techniques. Those applications include monitoring the location, impact area, intensity, water vapor, atmospheric instability, precipitation, physical properties, and optical properties of the severe storm at different stages (pre-convection, initiation, development, and decaying), identification of storm types (wind, snow, hail, etc.), and predicting the occurrence and evolution of the storm. Satellite observations can provide information on the environmental characteristics in the preconvection stage and are very useful for situational awareness and storm warning. This paper provides an overview of recent progress on quantitative applications of satellite data in nowcasting and its challenges, and future perspectives are also addressed and discussed. © The Chinese Meteorological Society and Springer-Verlag Berlin Heidelberg 2024.

Keyword:

nowcasting pre-convection quantitative applications weather satellite

Community:

  • [ 1 ] [Li J.]Innovation Centre for Fengyun Meteorological Satellite (FYSIC), National Satellite Meteorological Centre, China Meteorological Administration, Beijing, 100081, China
  • [ 2 ] [Zheng J.]Innovation Centre for Fengyun Meteorological Satellite (FYSIC), National Satellite Meteorological Centre, China Meteorological Administration, Beijing, 100081, China
  • [ 3 ] [Li B.]Innovation Centre for Fengyun Meteorological Satellite (FYSIC), National Satellite Meteorological Centre, China Meteorological Administration, Beijing, 100081, China
  • [ 4 ] [Min M.]School of Atmospheric Sciences and Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Sun Yat-sen University and Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519082, China
  • [ 5 ] [Liu Y.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, China
  • [ 6 ] [Liu C.-Y.]Research Center for Environmental Changes, Academia Sinica, Taipei, 11529, China
  • [ 7 ] [Li Z.]Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, 53706, WI, United States
  • [ 8 ] [Menzel W.P.]Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, 53706, WI, United States
  • [ 9 ] [Schmit T.J.]Sensors and Calibration Branch, STAR/NESDIS, Madison, 53706, WI, United States
  • [ 10 ] [Cintineo J.L.]Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, 53706, WI, United States
  • [ 11 ] [Lindstrom S.]Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, 53706, WI, United States
  • [ 12 ] [Bachmeier S.]Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, 53706, WI, United States
  • [ 13 ] [Xue Y.]Wuxi University, Wuxi, 214105, China
  • [ 14 ] [Ma Y.]School of Computer Science, Chengdu University of Information Technology, Chengdu, 610225, China
  • [ 15 ] [Di D.]Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science & amp
  • [ 16 ] Technology, Nanjing, 210044, China
  • [ 17 ] [Lin H.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National and Local Joint Engineering Research Center of Satellite Geospatial Information Technology, Fuzhou University, Fuzhou, 350108, China

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Source :

Journal of Meteorological Research

ISSN: 2095-6037

Year: 2024

Issue: 3

Volume: 38

Page: 399-413

2 . 8 0 0

JCR@2023

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 0

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