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author:

Li, Jun (Li, Jun.) [1] | Zheng, Jing (Zheng, Jing.) [2] | Li, Bo (Li, Bo.) [3] | Min, Min (Min, Min.) [4] | Liu, Yanan (Liu, Yanan.) [5] | Liu, Chian-Yi (Liu, Chian-Yi.) [6] | Li, Zhenglong (Li, Zhenglong.) [7] | Menzel, W. Paul (Menzel, W. Paul.) [8] | Schmit, Timothy J. (Schmit, Timothy J..) [9] | Cintineo, John L. (Cintineo, John L..) [10] | Lindstrom, Scott (Lindstrom, Scott.) [11] | Bachmeier, Scott (Bachmeier, Scott.) [12] | Xue, Yunheng (Xue, Yunheng.) [13] | Ma, Yayu (Ma, Yayu.) [14] | Di, Di (Di, Di.) [15] | Lin, Han (Lin, Han.) [16] (Scholars:林瀚)

Indexed by:

Scopus SCIE 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.

Keyword:

nowcasting pre-convection quantitative applications weather satellite

Community:

  • [ 1 ] [Li, Jun]China Meteorol Adm, Innovat Ctr Fengyun Meteorol Satellite FYSIC, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
  • [ 2 ] [Zheng, Jing]China Meteorol Adm, Innovat Ctr Fengyun Meteorol Satellite FYSIC, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
  • [ 3 ] [Li, Bo]China Meteorol Adm, Innovat Ctr Fengyun Meteorol Satellite FYSIC, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
  • [ 4 ] [Min, Min]Sun Yat Sen Univ, Sch Atmospher Sci, Zhuhai 519082, Peoples R China
  • [ 5 ] [Min, Min]Sun Yat Sen Univ, Guangdong Prov Key Lab Climate Change & Nat Disast, Zhuhai 519082, Peoples R China
  • [ 6 ] [Min, Min]Southern Lab Ocean Sci & Engn, Zhuhai 519082, Peoples R China
  • [ 7 ] [Liu, Yanan]East China Normal Univ, Key Lab Geog Informat Sci, Minist Educ, Shanghai 200241, Peoples R China
  • [ 8 ] [Liu, Chian-Yi]Acad Sinica, Res Ctr Environm Changes, Taipei 11529, Peoples R China
  • [ 9 ] [Li, Zhenglong]Univ Wisconsin Madison, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
  • [ 10 ] [Menzel, W. Paul]Univ Wisconsin Madison, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
  • [ 11 ] [Cintineo, John L.]Univ Wisconsin Madison, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
  • [ 12 ] [Lindstrom, Scott]Univ Wisconsin Madison, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
  • [ 13 ] [Bachmeier, Scott]Univ Wisconsin Madison, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
  • [ 14 ] [Schmit, Timothy J.]NESDIS, STAR, Sensors & Calibrat Branch, Madison, WI 53706 USA
  • [ 15 ] [Xue, Yunheng]Wuxi Univ, Wuxi 214105, Peoples R China
  • [ 16 ] [Ma, Yayu]Chengdu Univ Informat Technol, Sch Comp Sci, Chengdu 610225, Peoples R China
  • [ 17 ] [Di, Di]Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing 210044, Peoples R China
  • [ 18 ] [Lin, Han]Fuzhou Univ, Natl & Local Joint Engn Res Ctr Satellite Geospati, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Min, Min]Sun Yat Sen Univ, Sch Atmospher Sci, Zhuhai 519082, Peoples R China;;[Min, Min]Sun Yat Sen Univ, Guangdong Prov Key Lab Climate Change & Nat Disas, Zhuhai 519082, Peoples R 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

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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