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A review of operational, regional-scale, chemical weather forecasting models in Europe
Numerical models that combine weather forecasting and atmospheric chemistry are here
referred to as chemical weather forecasting models. Eighteen operational chemical weather …
referred to as chemical weather forecasting models. Eighteen operational chemical weather …
Deep flare net (DeFN) model for solar flare prediction
N Nishizuka, K Sugiura, Y Kubo, M Den… - The Astrophysical …, 2018 - iopscience.iop.org
We developed a solar flare prediction model using a deep neural network (DNN) named
Deep Flare Net (DeFN). This model can calculate the probability of flares occurring in the …
Deep Flare Net (DeFN). This model can calculate the probability of flares occurring in the …
Calibration and validation of rainfall thresholds for shallow landslide forecasting in Sicily, southern Italy
Empirical rainfall thresholds are tools to forecast the possible occurrence of rainfall-induced
shallow landslides. Accurate prediction of landslide occurrence requires reliable thresholds …
shallow landslides. Accurate prediction of landslide occurrence requires reliable thresholds …
Metrics for evaluating tropical cyclones in climate data
This article describes a software suite that can be used for objective evaluation of tropical
cyclones (TCs) in gridded climate data. Using cyclone trajectories derived from 6-hourly …
cyclones (TCs) in gridded climate data. Using cyclone trajectories derived from 6-hourly …
Global assessment of atmospheric river prediction skill
Atmospheric rivers (ARs) are global phenomena that transport water vapor horizontally and
are associated with hydrological extremes. In this study, the Atmospheric River Skill …
are associated with hydrological extremes. In this study, the Atmospheric River Skill …
Forecasting radiation fog at climatologically contrasting sites: Evaluation of statistical methods and WRF
A six‐year climatology of radiation fog has been compiled at two sites: the Research Centre
for the Lower Atmosphere (CIBA, Spain) and the Cabauw Experimental Site for Atmospheric …
for the Lower Atmosphere (CIBA, Spain) and the Cabauw Experimental Site for Atmospheric …
Performance evaluation of satellite-based rainfall estimation across climatic zones in Burkina Faso
JN Garba, UJ Diasso, M Waongo, W Sawadogo… - Theoretical and Applied …, 2023 - Springer
Satellite-based rainfall estimates are a good and cost-effective alternative to low-density rain
gauges because they provide information for these areas. In this study, the accuracy of …
gauges because they provide information for these areas. In this study, the accuracy of …
Operational solar flare prediction model using Deep Flare Net
N Nishizuka, Y Kubo, K Sugiura, M Den… - Earth, Planets and Space, 2021 - Springer
We developed an operational solar flare prediction model using deep neural networks,
named Deep Flare Net (DeFN). DeFN can issue probabilistic forecasts of solar flares in two …
named Deep Flare Net (DeFN). DeFN can issue probabilistic forecasts of solar flares in two …
Prediction challenges from errors in tropical Pacific sea surface temperature trends
Models in the North American Multi-Model Ensemble (NMME) predict sea surface
temperature (SST) trends in the central and eastern equatorial Pacific Ocean which are …
temperature (SST) trends in the central and eastern equatorial Pacific Ocean which are …
Rainfall forecast based on GPS PWV together with meteorological parameters using neural network models
In recent years, it has been found that the Precipitable Water Vapor (PWV) time series
derived from ground-based GPS measurements can be used in to forecast precipitation in …
derived from ground-based GPS measurements can be used in to forecast precipitation in …