Results 131 to 140 of about 1,490 (205)

On the challenge of precipitation nowcasting in the Canary Islands

, 2022
Presentación realizada en: 4th European Nowcasting Conference, celebrada del 21 al 25 de marzo de 2022.
openaire   +1 more source

Nowcasting of precipitation

, 2020
openaire   +1 more source

Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture

This paper presents a deep learning architecture for nowcasting of precipitation almost globally every 30 min with a 4-hour lead time. The architecture fuses a U-Net and a convolutional long short-term memory (LSTM) neural network and is trained using ...
Ebtehaj, Ardeshir, Behrangi, Ali, Rahimi, Reyhaneh, Ravirathinam, Praveen, Kumar, Vipin, Tan, Jackson   +5 more
core  

Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting. [PDF]

NPJ Clim Atmos Sci
Das P, Posch A, Barber N, Hicks M, Duffy K, Vandal T, Singh D, Werkhoven KV, Ganguly AR.   +8 more
europepmc   +1 more source

Retraction: Effects of the Forecasting Methods, Precipitation Character, and Satellite Resolution on the Predictability of Short-Term Quantitative Precipitation Nowcasting (QPN) from a Geostationary Satellite. [PDF]

PLoS One, 2018
PLOS ONE Editors.
europepmc   +1 more source

Experiences in using INCA-CH precipitation nowcasting for Urban Flood Nowcasting

, 2019
Presentación realizada en la 3rd European Nowcasting Conference, celebrada en la sede central de AEMET en Madrid del 24 al 26 de abril de 2019.
Jordan, Frédéric, Buzzi, Matteo, Gianoni, Lorenza, Mutzner, Raphaël   +3 more
openaire   +1 more source

Enhancing Radar Echo Extrapolation by ConvLSTM2D for Precipitation Nowcasting. [PDF]

Sensors (Basel)
Naz F, She L, Sinan M, Shao J.
europepmc   +1 more source

trajPredRNN+: A new approach for precipitation nowcasting with weather radar echo images based on deep learning. [PDF]

Heliyon
Ji C, Xu Y.
europepmc   +1 more source

Multi-Source Temporal Attention Network for Precipitation Nowcasting

Precipitation nowcasting is crucial across various industries and plays a significant role in mitigating and adapting to climate change. We introduce an efficient deep learning model for precipitation nowcasting, capable of predicting rainfall up to 8 ...
Sjørup, Jeppe Liborius, Nyborg, Joachim, Assent, Ira, Birk, Morten, Sarabia, Rafael Pablos, Vesterholt, Anders Lillevang   +5 more
core  

Precipitation-aware sensor ecosystem modelling for performance-driven autonomous vehicle navigation. [PDF]

Sci Rep
Kalra S, Beniwal R, Beniwal NS, Singh M.
europepmc   +1 more source