A review of machine learning for convective weather
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 …
(ML) techniques for forecasting convective weather and its associated hazards, including …
[HTML][HTML] Thunderstorm straight line winds intensify with climate change
AF Prein - Nature Climate Change, 2023 - nature.com
Straight line winds (SLWs), or non-tornadic thunderstorm winds, are causing widespread
damage in many regions around the world. These powerful gusts are associated with strong …
damage in many regions around the world. These powerful gusts are associated with strong …
Anthropogenic warming had a crucial role in triggering the historic and destructive Mediterranean derecho in summer 2022
JJ González-Alemán, D Insua-Costa… - Bulletin of the …, 2023 - journals.ametsoc.org
Anthropogenic Warming Had a Crucial Role in Triggering the Historic and Destructive
Mediterranean Derecho in Summer 2022 in: Bulletin of the American Meteorological Society …
Mediterranean Derecho in Summer 2022 in: Bulletin of the American Meteorological Society …
The ratio of mesoscale convective system precipitation to total precipitation increases in future climate change scenarios
Mesoscale convective systems (MCSs) are a substantial source of precipitation in the
eastern US and may be sensitive to regional climatic change. We use a suite of convection …
eastern US and may be sensitive to regional climatic change. We use a suite of convection …
Investigating a derecho in a future warmer climate
S Lasher-Trapp, SA Orendorf… - Bulletin of the American …, 2023 - journals.ametsoc.org
Derechos are extensive swaths of damaging winds produced by some long-lived,
widespread mesoscale convective systems. Little research has been conducted concerning …
widespread mesoscale convective systems. Little research has been conducted concerning …
Major role of marine heatwave and anthropogenic climate change on a Giant hail Event in Spain
A severe hailstorm that occurred in Spain on 30 August 2022, caused material and human
damage, including one fatality due to giant hailstones up to 12 cm in diameter. By applying a …
damage, including one fatality due to giant hailstones up to 12 cm in diameter. By applying a …
Upstream surface roughness and terrain are strong drivers of contrast in tornado potential between North and South America
Central North America is the global hotspot for tornadoes, fueled by elevated terrain of the
Rockies to the west and a source of warm, moist air from equatorward oceans. This …
Rockies to the west and a source of warm, moist air from equatorward oceans. This …
On the physics of high CAPE
K Emanuel - Journal of the Atmospheric Sciences, 2023 - journals.ametsoc.org
Large values of convective available potential energy (CAPE) are an important ingredient for
many severe convective storms, yet there has been comparatively little research on how …
many severe convective storms, yet there has been comparatively little research on how …
Future changes in the vertical structure of severe convective storm environments over the US central Great Plains
The effect of warming on severe convective storm potential is commonly explained in terms
of changes in vertically integrated (“bulk”) environmental parameters, such as CAPE and 0 …
of changes in vertically integrated (“bulk”) environmental parameters, such as CAPE and 0 …
[PDF][PDF] Supercell precipitation contribution to the United States hydroclimate
AW Zeeb, WS Ashley, AM Haberlie… - International Journal …, 2024 - chubasco.niu.edu
This research seeks to understand simulated supercell precipitation characteristics across
the conterminous United States (CONUS) using high-resolution, convection-permitting …
the conterminous United States (CONUS) using high-resolution, convection-permitting …