A review of operational, regional-scale, chemical weather forecasting models in Europe

J Kukkonen, T Olsson, DM Schultz… - Atmospheric …, 2012 - acp.copernicus.org
Numerical models that combine weather forecasting and atmospheric chemistry are here
referred to as chemical weather forecasting models. Eighteen operational chemical weather …

Calibration and validation of rainfall thresholds for shallow landslide forecasting in Sicily, southern Italy

SL Gariano, MT Brunetti, G Iovine, M Melillo… - Geomorphology, 2015 - Elsevier
Empirical rainfall thresholds are tools to forecast the possible occurrence of rainfall-induced
shallow landslides. Accurate prediction of landslide occurrence requires reliable thresholds …

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 …

Global assessment of atmospheric river prediction skill

MJ DeFlorio, DE Waliser, B Guan… - Journal of …, 2018 - journals.ametsoc.org
Atmospheric rivers (ARs) are global phenomena that transport water vapor horizontally and
are associated with hydrological extremes. In this study, the Atmospheric River Skill …

Metrics for evaluating tropical cyclones in climate data

CM Zarzycki, PA Ullrich… - Journal of Applied …, 2021 - journals.ametsoc.org
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 …

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 …

Forecasting radiation fog at climatologically contrasting sites: Evaluation of statistical methods and WRF

C Román‐Cascón, GJ Steeneveld… - Quarterly Journal of …, 2016 - Wiley Online Library
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 …

Evaluation and error analysis of official tropical cyclone intensity forecasts during 2005–2018 for the western North Pacific

X Huang, X Peng, J Fei, X Cheng, J Ding… - Journal of the …, 2021 - jstage.jst.go.jp
This study systematically evaluates the accuracy, trends, and error sources for western North
Pacific tropical cyclone intensity forecasts between 2005 and 2018. The study uses …

Rainfall forecast based on GPS PWV together with meteorological parameters using neural network models

AS Khaniani, H Motieyan, A Mohammadi - Journal of Atmospheric and …, 2021 - Elsevier
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 …

Probabilistic rainfall thresholds for triggering debris flows in a human-modified landscape

R Giannecchini, Y Galanti, GDA Avanzi, M Barsanti - Geomorphology, 2016 - Elsevier
Abstract In the Carrara Marble Basin (CMB; Apuan Alps, Italy) quarrying has accumulated
widespread and thick quarry waste, lying on steep slopes and invading valley bottoms. The …