Results 21 to 30 of about 6,728 (212)

Nowcasting networks

open access: yesThe Journal of Computational Finance, 2021
his article has been accepted for publication in Journal of Computational Finance, publishedby Incisive Media ...
Chataigner, Marc   +2 more
openaire   +3 more sources

Nowcasting of rainfall based on extrapolation and evolution algorithms. Preliminary results [PDF]

open access: yesActa Scientiarum Polonorum. Formatio Circumiectus, 2018
Forecasts from nowcasting models are increasingly becoming a crucial input to the rainfall-runoff models. A basic approach to the nowcast generation is based on extrapolation (advection) of current precipitation field.
Mateusz Giszterowicz   +2 more
doaj   +1 more source

A non-stationary stochastic ensemble generator for radar rainfall fields based on the short-space Fourier transform [PDF]

open access: yesHydrology and Earth System Sciences, 2017
In this paper we present a non-stationary stochastic generator for radar rainfall fields based on the short-space Fourier transform (SSFT). The statistical properties of rainfall fields often exhibit significant spatial heterogeneity due to ...
D. Nerini   +6 more
doaj   +1 more source

Hailstorms and rainstorms versus supercells—a regional analysis of convective storm types in the Alpine region

open access: yesnpj Climate and Atmospheric Science, 2023
The behaviour of severe thunderstorms, particularly supercells, in complex terrain is still poorly understood. Utilising 6 years of radar-, lightning- and radiosounding-based thunderstorm data in the domain of the Swiss radar network, we study different ...
Monika Feldmann   +3 more
doaj   +1 more source

Nowcasting Norway [PDF]

open access: yesSSRN Electronic Journal, 2013
info:eu-repo/semantics ...
Luciani, Matteo, Ricci, Lorenzo
openaire   +3 more sources

A Spatio-Temporal Neural Network for Fine-Scale Wind Field Nowcasting Based on Lidar Observation

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Fine-scale wind field nowcasting is of great significance in air traffic management, power grid operation, and so on. In this article, an indirect wind field nowcasting scheme based on lidar observation is presented, which contains an encoder-forecaster ...
Hang Gao   +7 more
doaj   +1 more source

Unraveling hydrometeor mixtures in polarimetric radar measurements [PDF]

open access: yesAtmospheric Measurement Techniques, 2018
Radar-based hydrometeor classification typically comes down to determining the dominant type of hydrometeor populating a given radar sampling volume. In this paper we address the subsequent problem of inferring the secondary hydrometeor types present ...
N. Besic   +8 more
doaj   +1 more source

Hydrometeor classification through statistical clustering of polarimetric radar measurements: a semi-supervised approach [PDF]

open access: yesAtmospheric Measurement Techniques, 2016
Polarimetric radar-based hydrometeor classification is the procedure of identifying different types of hydrometeors by exploiting polarimetric radar observations.
N. Besic   +5 more
doaj   +1 more source

A Novel Multi-Input Multi-Output Recurrent Neural Network Based on Multimodal Fusion and Spatiotemporal Prediction for 0–4 Hour Precipitation Nowcasting

open access: yesAtmosphere, 2021
Multi-source meteorological data can reflect the development process of single meteorological elements from different angles. Making full use of multi-source meteorological data is an effective method to improve the performance of weather nowcasting. For
Fuhan Zhang, Xiaodong Wang, Jiping Guan
doaj   +1 more source

Estimating underdiagnosis of COVID-19 with nowcasting and machine learning

open access: yesRevista Brasileira de Epidemiologia, 2021
: Objective: To analyze the underdiagnosis of COVID-19 through nowcasting with machine learning in a Southern Brazilian capital city. Methods: Observational ecological design and data from 3916 notified cases of COVID-19 from April 14th to June 2nd ...
Leandro Pereira Garcia   +10 more
doaj   +1 more source

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