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Charles Doswell and others at the National Severe Storms Laboratory (NSSL), have published many references on thunderstorms, in which the concept of the supercell thunderstorm is described in more detail. A supercell thunderstorm, in brief, is a thunderstorm with a persistent rotating updraft. This rotation maintains the energy release of the thunderstorm over a much longer time than typical, pulse-type thunderstorms which occur in the summer months in the U.S (Lilly, 1986). A 3-D visualization of a simulated supercell thunderstorm is shown below. Notice the rotating streamlines around the orange, carrot-shaped object which indicates the location of the rotating updraft.
(Click on the image for a clearer view)

A diagram of a "classic" supercell is shown below.
Notice the wall cloud indicated above, which is often associated with supercell thunderstorms, and can possibly lead to the formation of a tornado.
Photo courtesy of Alan Moller
Rain-free base - A dark, horizontal cloud base with no visible precipitation beneath it. It typically marks the location of the thunderstorm updraft. Tornadoes may develop from wall clouds attached to the rain-free base, or from the rain-free base itself - especially when the rain-free base is on the south or southwest side of the main precipitation area. Note that the rain-free base may not actually be rain free; hail or large rain drops may be falling. For this reason, updraft base is more accurate.
Photos courtesy of Steve Tegtmeier
Wall cloud - A wall cloud, according to the storm spotters glossary, is a local, often abrupt lowering from a rain-free base. Wall clouds can range from a fraction of a mile up to nearly five miles in diameter, and normally are found on the south or southwest (inflow) side of the thunderstorm. When seen from within several miles, many wall clouds exhibit rapid upward motion and cyclonic rotation. Rotating wall clouds usually develop before strong or violent tornadoes, by anywhere from a few minutes up to nearly an hour. Wall clouds should be monitored visually for signs of persistent, sustained rotation.

Tornado - A violently rotating column of air in contact with the ground. A condensation funnel does not need to reach to the ground for a tornado to be present; a debris cloud beneath a thunderstorm is all that is needed to confirm the presence of a tornado, even in the total absence of a condensation funnel. A description of tornado intensity classification is shown below.
LP storm (or LP supercell) - Low-Precipitation storm (or Low-Precipitation supercell). A supercell thunderstorm characterized by a relative lack of visible precipitation. Visually similar to a classic supercell, except without the heavy precipitation core. LP storms often exhibit a striking visual appearance; the main tower often is bell-shaped, with a corkscrew appearance suggesting rotation. They are capable of producing tornadoes and very large hail. Radar identification often is difficult, so visual reports are very important. LP storms almost always occur on or near the dry line, and therefore are sometimes referred to as dry line storms.
Photo courtesy of NOAA (photographer unknown)

HP storm or HP supercell - High-Precipitation storm (or High-Precipitation supercell). A supercell thunderstorm in which heavy precipitation (often including hail) falls on the trailing side of the mesocyclone. Precipitation often totally envelops the region of rotation, making visual identification of any embedded tornadoes very difficult and very dangerous. Unlike most classic supercells, the region of rotation in many HP storms develops in the front-flank region of the storm (i.e. usually in the eastern portion). HP storms often produce extreme and prolonged downburst events, serious flash flooding, and very large damaging hail events. Mobile storm spotters are strongly advised to maintain a safe distance from any storm that has been identified as an HP storm; close observations (e.g., core punching) can be extremely dangerous.
Photos courtesy of Tim Marshall, George Kuikendall, and NSSL, respectively
weak strong violent
F-Scale Winds Character of Damage Relative Freq.
----------------------------------------------------------------------
F0 (weak) 40-72 mph light damage 29%
F1 (weak) 73-112 mph moderate damage 40%
F2 (strong) 113-157 mph considerable damage 24%
F3 (strong) 158-206 mph severe damage 6%
F4 (violent) 207-260 mph devastating damage 2%
F5 (violent) 261-318 mph (rare) incredible damage < 1%
Photo courtesy of the Institute of Disaster Research
Notice the relative frequency of each category tornado, less than 3% of all
tornadoes become violent, with winds that can level brick homes. The image
below shows what a violent tornado can do to a car, dramatically illustrating
why so many who remain in their vehicles when a tornado approaches ... lose
their lives.
Photo courtesy of NOAA (photographer unknown)
Downburst - A strong downdraft resulting in an outward burst of
damaging winds on or near the ground. Downburst winds can produce damage similar to a strong
tornado. Although usually associated with thunderstorms, downbursts can occur with showers too weak
to produce thunder.
Photo courtesy of NOAA (photographer unknown)
Flash Floods - Heavy thunderstorms which move very slowly or thunderstorms
which move quickly but redevelop over the same area can produce flash flooding.
If you are storm spotting and encounter water running over a roadway, report it immediately. DO NOT
TRY AND DRIVE THROUGH THE WATER! Roadways underneath may not always be intact
as the image below shows.
Photo courtesy of NOAA (photographer unknown)
Another well-designed and thorough spotter guide
is located
on the University of Illinois Daily Planet page and can
be found here.
For a more thorough listing of terms used by
meteorologists and storm spotters, try looking through the on-line
spotter glossary.
An
illustrated severe weather safety guide is also
available on this home page.
The
Federal Emergency Management Agency (FEMA) Home Page
has many links useful to local and state emergency management agencies.