[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 …

Using nowcasting technique and data assimilation in a meteorological model to improve very short range hydrological forecasts

ML Poletti, F Silvestro, S Davolio… - Hydrology and Earth …, 2019 - hess.copernicus.org
Forecasting flash floods some hours in advance is still a challenge, especially in
environments made up of many small catchments. Hydrometeorological forecasting systems …

SWING, the score-weighted improved nowcasting algorithm: Description and application

M Lagasio, L Campo, M Milelli, V Mazzarella… - Water, 2022 - mdpi.com
Because of the ongoing climate change, the frequency of extreme rainfall events at the
global scale is expected to increase, resulting in higher social and economic impacts. Thus …

Hydrological Verification of Two Rainfall Short-Term Forecasting Methods with Floods Anticipation Perspective

ML Poletti, M Lagasio, A Parodi… - Journal of …, 2024 - journals.ametsoc.org
Flood forecasting remains a significant challenge, particularly when dealing with basins
characterized by small drainage areas (ie, 10 3 km 2 or lower with response time in the …

Experiences of dealing with flash floods using an ensemble hydrological nowcasting chain: implications of communication, accessibility and distribution of the results

F Silvestro, N Rebora, G Cummings… - Journal of Flood Risk …, 2017 - Wiley Online Library
The forecast of flash floods is sometimes impossible. In the last two decades, Numerical
Weather Prediction Systems have become increasingly reliable with significant …

PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting

J Choi, Y Kim, KH Kim, SH Jung, I Cho - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
The precipitation nowcasting methods have been elaborated over the centuries because
rain has a crucial impact on human life. Not only quantitative precipitation forecast (QPF) …

Multi-weather evaluation of nowcasting methods including a new empirical blending scheme

HH Lin, CC Tsai, JC Liou, YC Chen, CY Lin, LY Lin… - Atmosphere, 2020 - mdpi.com
This study utilized a radar echo extrapolation system, a high-resolution numerical model
with radar data assimilation, and three blending schemes including a new empirical one …

[HTML][HTML] Stochastic spectral method for radar-based probabilistic precipitation nowcasting

S Pulkkinen, V Chandrasekar… - Journal of Atmospheric …, 2019 - journals.ametsoc.org
Nowcasts (short-term forecasts) of heavy rainfall causing flash floods are highly valuable in
densely populated urban areas. In the Collaborative Adaptive Sensing of the Atmosphere …

Spatially-adaptive advection radar technique for precipitation mosaic nowcasting

M Montopoli, FS Marzano, E Picciotti… - IEEE journal of …, 2012 - ieeexplore.ieee.org
A new numerical nowcasting technique to predict the radar reflectivity field at very short term,
up to few hours, is presented. The method is based on the spatial segmentation of the …

Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection …

M Raffellini, F Martina, F Silvestro, F Giannoni… - Atmosphere, 2021 - mdpi.com
The Hydro-Meteorological Centre (CMI) of the Environmental Protection Agency of Liguria
Region, Italy, is in charge of the hydrometeorological forecast and the in-event monitoring for …