Global Forecast Impact of Low Data Latency Infrared and Microwave Sounders Observations from Polar Orbiting Satellites

被引:6
|
作者
Noh, Young-Chan [1 ]
Lim, Agnes H. N. [1 ]
Huang, Hung-Lung [1 ]
Goldberg, Mitchell D. [2 ]
机构
[1] Univ Wisconsin, Cooperat Inst Meteorol Satellite Studies, 1225 West Dayton St, Madison, WI 53706 USA
[2] NOAA, JPSS Program Sci Off, Greenbelt, MD 20771 USA
关键词
data latency; low-earth-orbit satellite; data assimilation; numerical weather prediction; DATA ASSIMILATION; SYSTEM;
D O I
10.3390/rs12142193
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Direct Broadcast Network (DBNet) provides near-real-time delivery of low-earth-orbiting (LEO) meteorological satellites to operational numerical weather prediction (NWP) systems that need short data cut-off times to allow for the assimilation of the most recent satellite measurements. The NWP model requires timely delivery of observations including atmospheric temperature, humidity, and surface wind vectors. The World Meteorological Organization (WMO) Space Program (WSP) recommends the data latency of no more than 20 min for the satellite measurements. Currently, not all DBNet stations are delivering satellite data within the 20-min time frame. In this study, the forecast impact of the observations of LEO satellite sounders with data latency of 20 min or less was evaluated using the National Centers for Environmental Prediction (NCEP) Global Forecast System (GFS). Reducing the data latency up to 5 min increases the number of LEO infrared (IR) and microwave (MW) sounder observations delivered to the NCEP GFS data assimilation system by more than 20%. Overall, this study demonstrates a positive impact on the global weather forecasts when the IR and MW sounder data are delivered by 20 min anywhere in the world. Additional forecast benefits are not obvious for shorter data latency. Results from this study support the WSP recommendation of 20-minute data latency.
引用
收藏
页数:20
相关论文
共 5 条
  • [1] Assessing forecast benefits of future constellations of microwave sounders on small satellites using an ensemble of data assimilations
    Lean, Katie
    Bormann, Niels
    Healy, Sean
    English, Stephen
    Schuettemeyer, Dirk
    Drusch, Matthias
    QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2025,
  • [2] Impact of AMDAR observations from Lufthansa aircraft on Global Analysis - Forecast System
    Dutta, Surya K.
    Das Gupta, Munmun
    Prasad, V. S.
    MAUSAM, 2010, 61 (02): : 213 - 220
  • [3] Global Characterization of CO2 Column Retrievals from Shortwave-Infrared Satellite Observations of the Orbiting Carbon Observatory-2 Mission
    Boesch, Hartmut
    Baker, David
    Connor, Brian
    Crisp, David
    Miller, Charles
    REMOTE SENSING, 2011, 3 (02) : 270 - 304
  • [4] Global hourly, 5 km, all-sky land surface temperature data from 2011 to 2021 based on integrating geostationary and polar-orbiting satellite data
    Jia, Aolin
    Liang, Shunlin
    Wang, Dongdong
    Ma, Lei
    Wang, Zhihao
    Xu, Shuo
    EARTH SYSTEM SCIENCE DATA, 2023, 15 (02) : 869 - 895
  • [5] A Kalman Filter Approach to the Global Satellite Mapping of Precipitation (GSMaP) from Combined Passive Microwave and Infrared Radiometric Data
    Ushio, Tomoo
    Sasashige, Kazushi
    Kubota, Takuji
    Shige, Shoichi
    Okamoto, Ken'ichi
    Aonashi, Kazumasa
    Inoue, Toshiro
    Takahashi, Nobuhiro
    Iguchi, Toshio
    Kachi, Misako
    Oki, Riko
    Morimoto, Takeshi
    Kawasaki, Zen-Ichiro
    JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN, 2009, 87A : 137 - 151