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Atmospheric Ingredients
Ingredients necessary for tornadoes :
In general, tornadoes are spawned by thunderstorms evolving in strong wind-sheared environments (i.e. by organized convection). More specifically, tornadoes thrive in environments with strong low-level vertical speed and directional wind shear. They are most often associated with supercell thunderstorms but can also be spawned by Quasi-Linear Convective Systems (QLCSs) (i.e. dynamic squall lines) composed of hybrid supercellular structures and/or containing Line Echo Wave Patterns (LEWPs).
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For a given environment favorable for supercell thunderstorm formation or more generally favorable for organized convection, the following atmospheric ingredients or airmass characteristics are known to favor the production of tornadoes :
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Strong deep-layer shear - While not the most crucial ingredient, strong deep-layer (0-6 km) shear is nonetheless important given the fact that tornadoes are most often associated with supercell thunderstorms, which need elevated values of this ingredient (usually > 40 kts). Supercell thunderstorms are defined as storms containing a quasi-steady rotating updraft known as a mesocyclone. Mid-level mesocyclones can be the precursor to low-level mesocyclones (rotating wall clouds) and subsequent tornado formation if other atmospheric ingredients are present or come into play.
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Strong low-level shear - For a given environment favorable for organized convection, the ones containing strong low-level shear are more apt to produce tornadoes than ones with weak low-level shear. Strong low-level speed shear can help increase the inflow and convergence into a storm and aid in tornadogenesis, especially if that inflow is streamwise (oriented parallel to the environmental or baroclinically-generated horizontal vorticity vectors/tubes) relative to the storm. High values of streamwise vorticity imply important directional wind shear with height, which can be measured with parameters such as Storm Relative Helicity (SRH) on a hodograph. Past studies have found that 0-1 km shear and 0-1 km SRH are more important for tornado formation than 0-3 km shear and 0-3 km SRH. Recent studies have even shown that in some instances, an even shallower layer may be necessary to properly quantify tornadogenesis probability (i.e. over a 50 - 250 m layer close to the ground).
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A low cloud base - A low thunderstorm cloud base will usually limit the evaporation potential in the sub-cloud layer and avoid that excessively cold and dense downdraft air undercuts any low-level mesocyclonic circulation (rotating wall cloud) associated with the updraft. A low cloud base usually necessitates the presence of a warm and humid boundary layer (i.e. high dew points). If the downdraft air located under a low-level mesocyclone is too cold and dense, it will have a harder time being sucked upwards into the low-level circulation and will often prevent inflow air from feeding into the circulation which will usually limit the tornado potential. Such storms will tend to become "outflow dominated" and tend to favor "bow-echo type" thunderstorm structures. If the downdraft air is more buoyant (warmer and less dense), this will tend to favor tornadogenesis, especially if coupled with strong low-level shear.
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Rear-Flank Downdraft (RFD) air that is not too cold - This ingredient is strongly related to the last point. If the RFD of a supercell storm is too cold and dense, tornadogenesis will be hindered for the same reasons as mentioned previously. Cold and dense RFD air can be a result of a high cloud base and/or a result of the presence of dry layers at mid-levels due to the advection of an elevated mixed layer (EML) aloft, like with the Spanish Plume or Mexican Plume. This dry air will cool the downdraft via evaporation which is one reason why low-precipitation supercells are less efficient in producing tornadoes than classic and high-precipitation supercells.
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Backing of winds at the surface - Important backing of surface winds (anti-clockwise rotation) near the surface will tend to increase the streamwise vorticity and lead to higher 0-1 km SRH values. If this backing of winds is coupled to a strengthening of the thunderstorm inflow and/or a strengthening low-level jet, this can significantly increase the potential for tornadogenesis via low-level convergence, tilting and stretching of the environmental or baroclinically generated horizontal vorticity.
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Some amount of surface layer based instability - While a certain amount of airmass instability is necessary for tornado development, large values are not needed. Tornadoes can be spawned with as little as 500-1000 J/kg of CAPE with low-topped supercells during the cool season or even during the summer months (ex: CDF case with 600-1200 J/kg CAPE). When consulting CAPE values, it is better to use surface-based CAPE (SBCAPE) or mixed-layer CAPE (MLCAPE) rather than most-unstable CAPE (MUCAPE) since you want to estimate tornado potential with surface-based storms and not elevated storms that don't generate inflow close to the ground or that are de-coupled from the boundary layer. It is also a good idea to consult 0-3 km CAPE since large values of low-level CAPE can help tilt and stretch the low-level streamwise vorticity shear into the vertical under the updraft.
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The presence of a surface convergence boundary - The presence of a surface convergence boundary on which a thunderstorm cell can initiate and/or remain anchored to, provides the storm with a vorticity rich environment (ex: baroclinally-generated horizontal vorticity streamers that can be tilted into the vertical). This surface convergence boundary can be a front, a dryline, an outflow boundary or any other type of mesoscale/storm-scale feature (ex: sea-breeze front). If the convergence boundary is the storm's own outflow boundary (ex: a supercell's RFD gust front), tornadogenesis will usually only be favored if the outflow boundary does not undercut and outrun the storm and its updraft. If the convergence boundary remains anchored to the storm, the associated horizontal vorticity generated has a better chance of being tilted into the vertical beneath the updraft/mesocyclone. For this to happen, the storm's inflow usually has to be of a certain strength in order to push back or resist the outflow boundary. Storm inflow can be increased by the presence of a low-level jet for example or by strong pressure perturbations induced by the storm itself, especially when strong vertical wind shear is present (ex: with supercells) or when large airmass instability is present (ex: Jarrell. TX storm 1997).
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In a nowcasting environment, additional clues via radar that can alert forecasters on the imminence of tornadogenesis or that a tornado is on the ground in on-going convection :
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- The presence of a well-developped hook-echo with a supercell : this is a visual indication of the presence of a mesocyclone which is wrapping the precipitation around it's western and southern flank. When coupled with the development of a clear slot in the field directly behind the mesocyclonic updraft, this can be an indication of RFD strengthening and of an increased or immiment risk of tornadogenesis.
- The presence of a strong radial velocity couplet : this indicates the presence of a strong mesocyclone with the supercell. The stronger the gate to gate shear, the stronger the mesocyclone which tends to increase the tornado risk underneath it if storm-scale factors allow it.
- The presence of a tornado vortex signature (TVS) within the velocity couplet : this is usually a strong signal that a tornado is on the ground. TVSs are usually only visible rather close to the radar and with radars that sample the low-levels of the storm. They are apparent as a folded intense smaller velocity couplet within the broader mesocyclonic velocity couplet circulation.
- The trigger of a radar-based Mesocyclone Detection Algorithm : if it identifies a strong rotation with the storm, this provides additional support that the mesocyclonic circulation has vertical and temporal continuity and should be taken seriously/monitored.
- Low correlation coefficient (CC) values within the hook echo : low values hint at tornadic debris being lofted into the air and is a good indication that a tornado is on the ground and inflicting material damage. This is because tornadic debris is very heterogeneous in size and shape and therefore appears as a very de-correlated hydrometeor mass.
- The identification of a Descending Reflectivity Core (DRC) on radar reflectivity or velocity vertical cross-sections - When visible, this can be an indication that the precipitation cascade of a thunderstorm cell is in the process of collapsing to the ground. If this DRC collapses/descends around a supercell's mesocyclone and into the hook echo area of the storm, it can signify an imminent strengthening of the storm's Rear-Flank Downdraft (RFD) and lead to an RFD surge. This is usually observable in the field as a "clear slot formation" immediately behind the storm's mesocyclone and can aid in the tornadogenesis process via the tilting and stretching of baroclinic vorticity streamers along the RFD gustfront.
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Website Links for Tornado Forecasting
Where to find the NWP ingredient forecast fields important for tornadoes :
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For strong Deep-Layer Shear (important for supercell formation : look for strong DLS )
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Deep-Layer 0-6 km Shear [kts, m/s]​
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0-6 km bulk shear (Pivotal Weather - ICON ; ESSL model maps - GFS ; Météociel - WRF-NMM)
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Wind barb crossovers (500 hPa / 850 hPa / 10 m) ( Pivotal Weather - ICON )
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Updraft Helicity tracks (2-5 km mid-level meso ; 2-8 km deep meso) (ESSL Weather Data Displayer - ICON-RUC)
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Supercell Detection Index (SDI) - (Météociel - ICON D2 )
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Supercell Composite Parameter (SCP) - (Pivotal Weather - GFS ; WXCharts - GFS )
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For strong Low-Level Shear (important for tornadogenesis : look for strong low-level speed and directional shear, especially 0-1 km shear) ​
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Low-level 0-3 km Shear [m/s]
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0-3 km bulk shear ( ESSL model maps - GFS)​ ; ESSL Weather Data Displayer - ICON-RUC)
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0-3 km Storm-Relative Helicity [m2 / s2] (Pivotal Weather - GFS ; Météociel - WRF-NMM ; Meteoblue - NEMS ; ESSL Weather Data Displayer - ICON-RUC )
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Mean storm motion - (Météociel - GFS)
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Updraft Helicity tracks (0-3 km low-level meso) (ESSL Weather Data Displayer - ICON-RUC)
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Hodograph maps - (Pivotal Weather - GFS ; ESSL Weather Data Displayer - ICON-RUC)
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Check point soundings for hodographs & 0-3 km shear/SRH values -> ( Pivotal Weather - GFS ; ESSL Weather Data Displayer - ICON-RUC ; NinJo )
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Low-level 0-1 km Shear
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0-1 km bulk shear​ ( Météociel - WRF-NMM ; ESSL Weather Data Displayer - ICON-RUC)
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0-1 km Storm-Relative Helicity ( Météociel - WRF-NMM ; ESSL model maps - GFS ; ESSL Weather Data Displayer - ICON-RUC)
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Hodograph maps - (Pivotal Weather - GFS ; ESSL Weather Data Displayer - ICON-RUC)
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Check point soundings for hodographs & 0-1 km shear/SRH values -> ( Pivotal Weather - GFS ; ESSL Weather Data Displayer - ICON-RUC ; NinJo )
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Wind 925 hPa ( Pivotal Weather - ICON ; Météociel - AROME )
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Wind 950 hPa ( Météociel - ICON-EU ; Météociel - ICON D2 )
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Wind 975 hPa ( Météociel - ICON D2 )
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For a low cloud base : (look for a low LCL in a moist boundary layer)
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Lifting Condensation Level (LCL) [m] :
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LCL height (Pivotal Weather - ICON ; ​ESSL Weather Data Displayer - C-LAEF )
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​Mixing ratio [g/kg] / Specific Humidity [g/kg] :
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0-500 m mixing ratio (ESSL Model Maps - GFS)
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0-1 km mixing ratio (Lightning Wizard - GFS)
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500 m specific humidity (ESSL Weather Data Displayer - ICON-EU)
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Dew points [°C] :
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2m AGL dew points (Pivotal Weather​ - ICON) , 2m AGL dew points (Météociel - WRF-NMM)
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925 hPa dew points (Pivotal Weather - ICON)
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850 hPa dew points (Pivotal Weather - ICON)
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For downdraft air that is not too cold (look for low DCAPE and/or moist mid-levels) :
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Downdraft CAPE [J/kg] :​​​
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​Check point soundings for DCAPE (click on the map) (Pivotal Weather - GFS)
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Check point soundings for rather moist mid-levels (leads to lower DCAPE) (click on the map) (Pivotal Weather - GFS)
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Equivalent Potential Temperature [°C] :
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850 hPa Theta-e (Météociel - GFS) , 850 hPa Theta-e (Wetter Online - ECMWF)​
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700 hPa Theta-e (Wetter Online - ECMWF)
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For backing of surface winds at the surface : (look for strong directional veering between 0-3 km)
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Directional Shear :
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Wind barb crossovers (500 hPa / 850 hPa / 10 m) ( Pivotal Weather - ICON )​​
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Backing of surface winds :
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Current surface observations​ - (Météocentre ; SwissMetNet )
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For some amount of surface layer based instability : (look for high 3kmCAPE and consult SBCAPE or MLCAPE not MUCAPE)
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Mixed-Layer CAPE (MLCAPE) [J/kg] :
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MLCAPE (​Pivotal Weather - ICON ; Météociel - ICON-CH1 )
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Surface-Based CAPE (SBCAPE) [J/kg] :
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SBCAPE (Pivotal Weather - GFS ; Météociel - WRF-NMM )​
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Low-Level CAPE [J/kg] :​
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0-3 km CAPE (let me know if someone finds this NWP field for Europe on the internet ??? )
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0-2 km CAPE (LightningWizard - GFS )
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For the presence of surface convergence boundaries : (look for fronts, drylines, outflow boundaries)
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​Model forecasted surface streamlines [kts] :
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streamlines 10 m (weatheronline.co.uk)​
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Surface map analysis :
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Analyse surface map station plots (Meteocentre.com, Real Time Weather UCAR )​
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850 hPa frontogenesis [°C 100km-1 3h-1] :
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850 hPa frontogenesis (Pivotal Weather)​
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Satellite/Radar analysis :
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Satellite (​Sat24.com , GOES Image Viewer, EUMETView)
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Radar ( Windy.com , NOAA NWS Radar , Radareu.cz )
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For direct tornado probability estimation :
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Significant Tornado Parameter (STP) ​
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STP - ( Météociel - AROME-PI )​
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Check point soundings for STP values by clicking on map (STP value: bottom left in brown) -> (Pivotal Weather - GFS)
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Forecast Parameter Thresholds
Deep-Layer Shear
0-6 km Bulk Shear
< 30 kts : non-supercell convection (favors ordinary or multicellular convection not very conducive for tornadoes)
30 - 40 kts : sufficient speed shear for supercells (favors multicellular/supercellular convection increasing tornado risk somewhat)
40 - 50 kts : favorable shear space for supercells (favors organized convection including supercells increasing tornado risk )
> 50 kts : very favorable shear space for supercells (favors severe organized convection - if isolated supercells is the dominant convective mode this can increase tornado risk some more)
Supercell Composite Parameter (SCP)
< 0.5 : low values (favors non-supercellular convection)
0.5 - 2.0 : moderate values (favors surface-based or elevated hybrid multicellular/supercellular convection)
2.0 - 6.0 : high values (favors a moderate risk of surface-based or elevated supercell thunderstorms)
> 6.0 : very high values (favors a high risk of surface-based supercell thunderstorms)
Supercell Detection Index (SDI) [ x10E-3 /s ]
< 1.0 : weak NWP-detected storm-scale rotation (non or weakly-supercellular modeled convection)
1.0 - 3.0 : moderate NWP-detected storm-scale rotation (moderately intense modeled supercell mesocyclone)
3.0 - 10.0 : strong NWP-detected storm-scale rotation (intense modeled supercell mesocyclone)
> 10.0 : very strong NWP-detected storm-scale rotation (very intense modeled supercell mesocyclone)
Low-Level Shear
0-3 km Bulk Shear
< 20 kts : weak shear (favors gust fronts clearly outrunning the convection - outflow dominant, short-lived pulse storms not conducive for tornadoes)
20 - 30 kts : moderate shear (favors gust-fronts closer to the convection - less outflow dominant storms with some inflow penetration)
30 - 40 kts : strong shear (favors deep cold pools with strong gust fronts on leading edge of convection - can lead to a more balanced outflow/inflow structure to storm which is more favorable for tornadoes if directional veering is present between 0-3 km with a low-level jet)
> 40 kts : very strong shear (favors very deep cold pools with very strong gust fronts on leading edge of convection - if directional veering is present between 0-3 km, these low-level jet values can strongly increase storm inflow and favor tornadoes)
0-1 km Bulk Shear
< 15 kts : weak shear (given backed surface winds, inflow speed for storm rather weak which is not conducive for tornadoes)
15 - 25 kts : moderate shear (given backed surface winds, these values allow for a stronger inflow more conducive for tornadoes)
25 - 35 kts : strong shear (given backed surface winds, these values allow for a strong inflow rather conducive for tornadoes)
> 35 kts : very strong shear (given backed surface winds, these values allow for a very strong low-level jet inflow very conducive for tornadoes)
0-3 km Storm Relative Helicity (SRH)
< 150 m2/s2 : low values (allows for limited streamwise vorticity generation)
150 - 300 m2/s2 : moderate values (allows for moderate streamwise vorticity generation)
300 - 450 m2/s2 : high values (allows for important streamwise vorticity generation)
> 450 s2/s2 : very high values (allows for very large steamwise vorticity generation)
0-1 km Storm Relative Helicity (SRH)
< 50 m2/s2 : low values (allows for limited streamwise vorticity generation)
50 - 100 m2/s2 : moderate values (allows for moderate streamwise vorticity generation)
100 - 200 m2/s2 : high values (allows for important streamwise vorticity generation)
> 200 s2/s2 : very high values (allows for very large steamwise vorticity generation)
Cloud Base
Backing of Surface Winds
Lifting Condensation Level (LCL)
​< 500 m : very low (very low cloud base conducive for tornadoes)
500 - 1000 m : moderately low (conducive for tornadoes)
1000 - 1500 m : average height (somewhat conducive for tornadoes)
1500-2000 m : moderately high (not particularly conducive for tornadoes)
> 2000 m : very high (high-based thunderstorm not conducive for tornadoes)
Degrees of backing at surface wrt 850 hPa
< 25° : weak backing (limits streamwise inflow)
​25 - 45° : moderate backing
45 - 60° : strong backing
> 60° : very strong backing (strengthens streamwise inflow)
Downdraft Air Temperature / Moisture
Downdraft CAPE (DCAPE)
< 600 J/kg : weak evaporational downdraft potential (allows for a warmer/more buoyant RFD conducive for tornadoes)​
600 - 1000 J/kg : moderate evaporational downdraft potential (allows for a cooler/less buoyant RFD not as conducive for tornadoes)
1000 - 1400 J/kg : strong evaporational downdraft potential (creates a cold/dense RFD rather unfavorable for tornadoes)
> 1400 J/kg : very strong evaporational downdraft potential (creates a very cold/very dense RFD quite unfavorable for tornadoes)
Dew Points (@ surface 2m)
< -3 °C : very dry
​-3 to +5 °C : dry
5 to 10 °C : slightly humid/moist
10 to 17 °C : moderately humid/moist
17 to 20 °C : very humid/moist
> 20 °C : extremely humid/moist (buoyant RFD)
Mixing Ratios (@ surface 2m)
< 3 g/kg : very dry
​3 - 5 g/kg : dry
5-7 g/kg : slightly humid/moist
7-12 g/kg : moderately humid/moist
12-15 g/kg : very humid/moist
> 15 g/kg : extremely humid/moist (creates buoyant RFD)
Relative Humidity (mid-levels)
< 40% : quite dry (creates cold/dense RFD)
​40-60% : somewhat dry
60-80% : somewhat humid/moist
80% : very humid/moist (creates buoyant RFD)
Surface-Based Instability
SBCAPE/MLCAPE
​0 : stable
0-700 J/kg : weakly unstable
700-1500 J/kg : moderately unstable
1500-3000 J/kg : very unstable
> 3000 J/kg : extremely unstable
0-3 km low-level CAPE
​0 : no low-level CAPE present
0-100 J/kg : weak low-level CAPE present
100-200 J/kg : moderate low-level CAPE present
200-300 J/kg : large low-level CAPE present
> 300 J/kg : very large low-level CAPE present (helps tilt and stretch streamwise vorticity)
Direct tornado probability estimation
Significant Tornado Parameter (STP)
< 0.5 : low values (favors non-tornadic supercells)
0.5 - 2.0 : moderate values (favors non-tornadic supercells or weak tornadoes possible (F0-F1))
3.0 - 5.0 : high values (favors supercells with strong tornadoes possible (F2-F3))
> 5.0 : very high values (favors supercells with violent tornadoes possible (F4-F5))
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