A Method of Weather Radar Echo Extrapolation Based on Convolutional Neural Networks

Author:

Shi En,Li Qian,Gu Daquan,Zhao Zhangming

Publisher

Springer International Publishing

Reference22 articles.

1. Doviak, R.J.: Doppler Radar and Weather Observations. Courier Corporation, Chelmsford (1993)

2. Sun, J., Xue, M., Wilson, J.W., Zawadzki, I., et al.: Use of NWP for nowcasting convective precipitation: recent progress and challenges. Bull. Am. Meteorol. Soc. 95(3), 409–426 (2014)

3. Reyniers, M.: Quantitative Precipitation Forecasts Based on Radar Observations: Principles, Algorithms and Operational Systems. Institut Royal Météorologique de Belgique, Uccle (2008)

4. Cheung, P., Yeung, H. Y.: Application of optical-flow technique to significant convection nowcast for terminal areas in Hong Kong. In: The 3rd WMO International Symposium on Nowcasting and Very Short-Range Forecasting, pp. 6–10 (2012)

5. Otsuka, S., Tuerhong, G., Kikuchi, R., et al.: Precipitation nowcasting with threedimensional space–time extrapolation of dense and frequent phased-array weather radar observations. Weather Forecast. 31(1), 329–340 (2016)

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