Micro-Scale Severe Weather Prediction Based on Region Trajectories Extracted from Meteorological Radar Data
- Resource Type
- Conference
- Authors
- Wang, Xingang; Qi, Suiping; Gai, Zhigang; Li, Hui; Liu, Enxiao; Xie, Weihao; Hu, Ding
- Source
- 2016 IEEE International Conference on Computer and Information Technology (CIT) CIT Computer and Information Technology (CIT), 2016 IEEE International Conference on. :335-338 Dec, 2016
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Trajectory
Meteorological radar
Market research
Data mining
Weather forecasting
Region trajectories
Linear regression
Micro-scale weather
Meteorological radar data
- Language
We present a scheme to predict micro-scale weather based on region trajectories extracted from meteorological radar data. Moving regions representing micro-scale severe weather are extracted from radar data and form into trajectories, and based on the formed trajectories, we predict where the regions will move and its future scope by the approach of linear regression, which leads to prediction of severe weather.