[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] Using a 10-year radar archive for nowcasting precipitation growth and decay: A probabilistic machine learning approach
Andersen, H., J. Cermak, J. Fuchs, R. Knutti, and U. Lohmann, 2017: Understanding the
drivers of marine liquid-water cloud occurrence and properties with global observations …
drivers of marine liquid-water cloud occurrence and properties with global observations …
[HTML][HTML] A reduced-space ensemble Kalman filter approach for flow-dependent integration of radar extrapolation nowcasts and NWP precipitation ensembles
A Reduced-Space Ensemble Kalman Filter Approach for Flow-Dependent Integration of Radar
Extrapolation Nowcasts and NWP Precipitation Ensembles in: Monthly Weather Review …
Extrapolation Nowcasts and NWP Precipitation Ensembles in: Monthly Weather Review …
Nationwide radar-based precipitation nowcasting—A localization filtering approach and its application for Germany
R Reinoso-Rondinel, M Rempel… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
One approach to improve advection methods is the short-term ensemble prediction system
(STEPS). STEPS decomposes precipitation fields into different spatial scales and filters …
(STEPS). STEPS decomposes precipitation fields into different spatial scales and filters …
Improved rainfall nowcasting using Burgers' equation
Nowcasting of surface precipitation from radar data typically relies on algorithms that
calculate advection, such as the McGill Algorithm for Precipitation nowcasting by Lagrangian …
calculate advection, such as the McGill Algorithm for Precipitation nowcasting by Lagrangian …
Near-Realtime Quantitative Precipitation Estimation and Prediction (RealPEP)
Flash floods in small-to medium-sized catchments and intense precipitation over cities
caused by severe local storms pose increasing threats to our society. For the timely …
caused by severe local storms pose increasing threats to our society. For the timely …
A bias correction method for rainfall forecasts using backward storm tracking
This study proposes a new method to estimate the bias correction ratio for the rainfall
forecast to be used as input for a flash flood warning system. This method requires a …
forecast to be used as input for a flash flood warning system. This method requires a …