[HTML][HTML] A review of machine learning for convective weather

A McGovern, RJ Chase, M Flora… - … Intelligence for the …, 2023 - journals.ametsoc.org
We present an overview of recent work on using artificial intelligence (AI)/machine learning
(ML) techniques for forecasting convective weather and its associated hazards, including …

[HTML][HTML] The future of supercells in the United States

WS Ashley, AM Haberlie… - Bulletin of the American …, 2023 - journals.ametsoc.org
The Future of Supercells in the United States in: Bulletin of the American Meteorological
Society Volume 104 Issue 1 (2023) Jump to Content Logo Logo Logo Logo Logo Logo …

[HTML][HTML] Object-based verification of a prototype Warn-on-Forecast system

PS Skinner, DM Wheatley… - Weather and …, 2018 - journals.ametsoc.org
Object-Based Verification of a Prototype Warn-on-Forecast System in: Weather and Forecasting
Volume 33 Issue 5 (2018) Jump to Content Jump to Main Navigation Logo Logo Logo Logo …

[HTML][HTML] The role of vertical wind shear in modulating maximum supercell updraft velocities

JM Peters, CJ Nowotarski… - Journal of the …, 2019 - journals.ametsoc.org
The Role of Vertical Wind Shear in Modulating Maximum Supercell Updraft Velocities in:
Journal of the Atmospheric Sciences Volume 76 Issue 10 (2019) Jump to Content Jump to Main …

[HTML][HTML] Using machine learning to generate storm-scale probabilistic guidance of severe weather hazards in the Warn-on-Forecast system

ML Flora, CK Potvin, PS Skinner… - Monthly Weather …, 2021 - journals.ametsoc.org
A primary goal of the National Oceanic and Atmospheric Administration Warn-on-Forecast
(WoF) project is to provide rapidly updating probabilistic guidance to human forecasters for …

[HTML][HTML] A case study of terrain influences on upscale convective growth of a supercell

JP Mulholland, SW Nesbitt… - Monthly Weather …, 2019 - journals.ametsoc.org
A Case Study of Terrain Influences on Upscale Convective Growth of a Supercell in:
Monthly Weather Review Volume 147 Issue 12 (2019) Jump to Content Jump to Main …

[HTML][HTML] Exploring the usefulness of downscaling free forecasts from the Warn-on-Forecast System

WJS Miller, CK Potvin, ML Flora… - Weather and …, 2022 - journals.ametsoc.org
Abstract The National Severe Storms Laboratory (NSSL) Warn-on-Forecast System (WoFS)
is an experimental real-time rapidly updating convection-allowing ensemble that provides …

Prediction of heavy rainfall over Chennai Metropolitan City, Tamil Nadu, India: Impact of microphysical parameterization schemes

KS Singh, S Bonthu, R Purvaja, RS Robin… - Atmospheric …, 2018 - Elsevier
This study attempts to investigate the real-time prediction of a heavy rainfall event over the
Chennai Metropolitan City, Tamil Nadu, India that occurred on 01 December 2015 using …

Uncertainty from the choice of microphysics scheme in convection-permitting models significantly exceeds aerosol effects

B White, E Gryspeerdt, P Stier… - Atmospheric …, 2017 - acp.copernicus.org
This study investigates the hydrometeor development and response to cloud droplet number
concentration (CDNC) perturbations in convection-permitting model configurations. We …

[HTML][HTML] Toward 1-km ensemble forecasts over large domains

CS Schwartz, GS Romine, KR Fossell… - Monthly Weather …, 2017 - journals.ametsoc.org
Precipitation forecasts from convection-allowing ensembles with 3-and 1-km horizontal grid
spacing were evaluated between 15 May and 15 June 2013 over central and eastern …