[HTML][HTML] Pysteps: An open-source Python library for probabilistic precipitation nowcasting (v1. 0)
S Pulkkinen, D Nerini, AA Pérez Hortal… - Geoscientific Model …, 2019 - gmd.copernicus.org
Pysteps is an open-source and community-driven Python library for probabilistic
precipitation nowcasting, that is, very-short-range forecasting (0–6 h). The aim of pysteps is …
precipitation nowcasting, that is, very-short-range forecasting (0–6 h). The aim of pysteps is …
[HTML][HTML] Rad-cGAN v1. 0: Radar-based precipitation nowcasting model with conditional generative adversarial networks for multiple dam domains
Numerical weather prediction models and probabilistic extrapolation methods using radar
images have been widely used for precipitation nowcasting. Recently, machine-learning …
images have been widely used for precipitation nowcasting. Recently, machine-learning …
[HTML][HTML] Precipitation nowcasting using transformer-based generative models and transfer learning for improved disaster preparedness
Due to the rapidly changing climate conditions, precipitation nowcasting poses a daunting
challenge because it is impossible to make accurate short-term forecasts due to the rapid …
challenge because it is impossible to make accurate short-term forecasts due to the rapid …