TY - GEN
T1 - Real-Time Gridding 3D Data by Using Four Dimensional Data Assimilation Technology
T2 - 2019 International Conference on Meteorology Observations, ICMO 2019
AU - Chao, Lu
AU - Hongyan, Luo
AU - Honglong, Yang
AU - Qing, Zhang
AU - Rong, Zong
AU - Ruiquan, Gao
AU - Yuewei, Liu
AU - Yubao, Liu
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/12
Y1 - 2019/12
N2 - By using a four dimensional data assimilation technology based on the nudging method, a real-time data assimilation system with horizontal resolution of 1km was established in Shenzhen, Guangdong Province to assimilate high-density and high-frequency observation data of Shenzhen and its surrounding areas, so as to form real-time reanalysis data. The quality evaluation of real-time reanalysis data was carried out by using the ground area automatic station and vertical wind profile data, the results showed that the real-time reanalysis data obtained from the system by assimilating multi-source and high-frequency data could effectively simulated the surface and vertical temperature and wind meteorological features of Shenzhen. Based on the real-time gridded reanalysis data set, Shenzhen Meteorological Bureau (SZMB) has released the real-time data products to the public through Wechat and SZMB official website, which has played an important role in natural ventilation evaluation of urban units. The current study showed that the Shenzhen real-time grid meteorological data products could be expected to provide scientific and technological support for finer scale urban monitoring and construction.
AB - By using a four dimensional data assimilation technology based on the nudging method, a real-time data assimilation system with horizontal resolution of 1km was established in Shenzhen, Guangdong Province to assimilate high-density and high-frequency observation data of Shenzhen and its surrounding areas, so as to form real-time reanalysis data. The quality evaluation of real-time reanalysis data was carried out by using the ground area automatic station and vertical wind profile data, the results showed that the real-time reanalysis data obtained from the system by assimilating multi-source and high-frequency data could effectively simulated the surface and vertical temperature and wind meteorological features of Shenzhen. Based on the real-time gridded reanalysis data set, Shenzhen Meteorological Bureau (SZMB) has released the real-time data products to the public through Wechat and SZMB official website, which has played an important role in natural ventilation evaluation of urban units. The current study showed that the Shenzhen real-time grid meteorological data products could be expected to provide scientific and technological support for finer scale urban monitoring and construction.
KW - Contrastive analysis
KW - Real-time four dimensional data assimilation
KW - Refine meshing process of meteorological data
KW - WRF model
UR - https://www.scopus.com/pages/publications/85082926004
U2 - 10.1109/ICMO49322.2019.9026026
DO - 10.1109/ICMO49322.2019.9026026
M3 - Conference contribution
AN - SCOPUS:85082926004
T3 - Proceedings of 2019 International Conference on Meteorology Observations, ICMO 2019
BT - Proceedings of 2019 International Conference on Meteorology Observations, ICMO 2019
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 28 December 2019 through 31 December 2019
ER -