Comparing Quality Control Procedures Based on Minimum Covariance Determinant and One-Class Support Vector Machine Methods of Aircraft Meteorological Data Relay Data Assimilation in a Binary Typhoon Forecasting Case

Comparing Quality Control Procedures Based on Minimum Covariance Determinant and One-Class Support Vector Machine Methods of Aircraft Meteorological Data Relay Data Assimilation in a Binary Typhoon Forecasting Case

This study investigates the impact of assimilating Aircraft Meteorological Data Relay (AMDAR) observations on the prediction of two typhoons, Nesat and Haitang (2017), using the Gridpoint Statistical Interpolation (GSI) assimilation system and the Weather Research and Forecasting (WRF) model. Two qu...

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Bibliographic Details
Main Authors: Jiajing Li, Yu Zhang, Siqi Chen, Duanzhou Shao, Jiazheng Hu, Junjie Feng, Qichang Tan, Deping Wu, Jiaqi Kang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Atmosphere
Subjects:
NWP
data assimilation
typhoon forecasting
Minimum Covariance Determinant
one-class Support Vector Machine
Online Access:https://www.mdpi.com/2073-4433/14/9/1341

Internet

https://www.mdpi.com/2073-4433/14/9/1341

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