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Atmospheric Ingredients
Ingredients necessary for flash flooding :
Flash flooding is most often caused either by intense slow moving isolated convective storms, by intense rainfall producing Mesoscale Convective Systems (MCSs) or by sustained large-scale or mesoscale lift of humid air over a given region or watershed.
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Independent of the cause, certain atmospheric ingredients need to be present in order to foster intense rainfall rates susceptible to produce flash flooding :
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Moisture - A high atmospheric water content - Warm and moist airmasses that exhibit high relative humidities throughout their tropospheric profiles are more apt to produce intense rainfall rates given the presence of sufficient lift. More specifically, elevated values of both Total Precipitable Water (TPW) and Integrated Water Vapor Transport (IVT) are often pertinent indicators that heavy rainfall is likely and that flash flooding is a possibility. Maritime tropical airmasses are most often the airmasses that exhibit these temperature and moisture characteristics. They tend to increase the probability of flash-flooding rains, especially when atmospheric rivers coupled with low-level jets within warm sectors are associated with them.
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A deep Warm Cloud Layer (WCL) - The greater the altitude/depth between the cloud base and the freezing level, the thicker the warm cloud layer. This increases precipitation efficiency since rain droplets will grow rapidly via the collision-coalescence process in warm-cloud layers. Additionally, a deep warm-cloud layer implies an elevated freezing level which often allows complete melting of hail/graupel within the downdraft which can increase precipitation rates and favor wet microbursts. Studies have shown that warm cloud layer depths between 3 to 4 km are often associated with flash flooding in the US.
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Sustained large-scale or mesoscale lift over the same region - Whether this lift is induced by large-scale processes originating from vorticity/temperature advection or forced by a low-level frontal/convergence zone or topographical feature, the moment it is sustained and operating over the same region, flash flooding can rapidly become a possibility given a sufficient moisture content of the airmass. If the precipitation is convective in nature, back-building thunderstorms creating training of storms over the same region over an extended period of time can quickly lead to flash-flooding as well.​
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Relatively weak vertical wind shear - Weak vertical wind shear tends to increase the probabilty of flash flooding with rainfall producing systems in two ways. First by favoring slow-moving storms that affect a given region during a longer period of time. Second, by limiting the mixing of dry external air into the rainfall producing system, thereby limiting dry air entrainment. This tends to shield the storms and prevents excessive evaporation of the moisture. An exception to this is when low-level jets advect atmospheric rivers within warm sectors which are then forced upwards by low-level convergence boundaries (ex: by topography, surface fronts)
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In a nowcasting environment, additional clues that can alert forecasters on the likelihood of impending heavy rainfall rates susceptible to produce flash flooding, include :
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Approach of an atmospheric river on satellite-derived TPW displays coupled with a low-level jet (LLJ) - Atmospheric rivers are low-level sub-tropical atmospheric moisture filaments that advect from sub-tropical oceanic basins into the mid-latitudes. They are most often found within warm sectors of extratropical cyclones and often accelerated northward by low-level jets associated with warm conveyor belts. You can best visualize them in real-time with satellite-derived Total Precipitable Water (TPW) imagery products such as the ones found on the MIMIC-TPW website provided by the University of Wisconsin-Madison. You can also compare this real-time satellite-derived TPW imagery with NWP forecasts of TPW to see how well any particular numerical model is forecasting the strength and position of these atmospheric rivers. A related NWP field to TPW is Integrated Water Vapor Transport (IVT) which helps better quantify how much tropical moisture is actually being transported by the forecasted atmospheric rivers. IVT is often expressed in kg m-1 s-1.
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Imminent or ongoing low-level convergence of a low-level jet containing an atmospheric river with a topographical barrier or with a low-level frontal zone (especially if within a maritime tropical (mT) airmass) - When tropical moisture-laden atmospheric rivers are accelerated by low-level jets and impinge on convergence boundaries (topography or low-level frontal/convergence zones), the resultant mesoscale lift created can rapidly induce extremely heavy rainfall rates over the same region. If the low-level jet shows spatial and temporal persistence and operates within an unstable airmass, embedded thunderstorm can rapidly aggravate an already critical situation and greatly increase the flash flooding risk.
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Slow-moving convection within a very moist tropospheric profile When slow-moving radar thunderstorm echoes are active over a given region in a weakly sheared environment, these pulse storms will have more time to dump important amounts of rain over a localized area. This is especially the case if TPW values are particularly high and if warm-cloud layers are particularly deep, which tends to increase the occurrence of wet microbursts capable of producing extreme rainfall rates. In these circumstances, the underlying watersheds will typically funnel extreme water loads into the main river channel increasing the flash flooding risk.
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Training of convective radar echoes over the same region during a prolonged period of time When radar echoes are observed to transit or "train" over the same regions repeatedly, this usually has a similar effect as what a stationnary radar echo can produce in terms of rainfall rates. This is particularly true if the radar echoes are convective in nature. This "training of echoes" should be closely monitored for possible flash flood warning issuance.
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Back-building of thunderstorms favoring training of radar echoes When thunderstorm radar echoes tend to "back-build" with regards to their original location, this can amplify the training of thunderstorm cells over the same regions. Back-building can be amplified if facilated by a topographical feature, in which case a V-shaped thunderstorm cluster can appear on satellite imagery. These back-building thunderstorm clusters can be very persistant if the mesoscale lift generating them is long-lasting, as is the case when stationnary low-level jets impinge perpendicularly on a topographical barrier in an unstable airmass.
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Forecast Parameters
Forecast parameters per ingredient useful in determining whether pre-convective environments are favorable for flash flooding :
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For Deep Moisture :
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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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Relative Humidity [%] :
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925 hPa relative humidity (Pivotal Weather - ICON)
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850 hPa relative humidity (Pivotal Weather - ICON)​
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700 hPa relative humidity (Pivotal Weather - ICON)
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500 hPa relative humidity (Pivotal Weather - ICON)
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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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Total Precipitable Water (TPW) [mm, inches] : (useful in detecting atmospheric rivers)
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​Precipitable water (Pivotal Weather - ICON)​ ; (Météociel - ICON D2) ; (WXCharts - GFS) ; CWWW - GFS)
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Satellite-derived TPW (MIMIC-TPW version 2 - University of Wisconsin)
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Integrated Water Vapor Transport (IVT) [ kg m-1 s-1] : (useful in detecting atmospheric rivers)
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IVT (Center for Western Weather and Water Extremes - GFS)​
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For Deep Warm Cloud Layers :
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0° C isotherm​ height [m] :
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0°C isotherm height (Météociel - WRF-NMM ; Météociel - ICON-CH1 )
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Check point soundings for freezing level (click on map) (Pivotal Weather - GFS)
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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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For Sustained Large-Scale or Mesoscale Lift :
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Level of Free Convection (LFC) [m] :
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​​LFC (ESSL Weather Data Displayer - C-LAEF)
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Convective Inhibition (CIN) [ J/kg ] :
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MLCIN (ESSL Weather Data Displayer - ICON-D2)​
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Low-Level Lift :
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850 hPa Frontogenesis (Pivotal Weather - GFS)​
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850 hPa Temperature Advection (Pivotal Weather - GFS)
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850 hPa temperatures (Pivotal Weather - ICON)
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For Convective Condensation Level (CCL) and Convective Temperatures (Tc) -> check soundings
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Mid/Upper-Level Lift :
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500 hPa relative vorticity (Pivotal Weather - ICON)​ , 500 hPa relative vorticity (WXCharts - GFS)
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Q-Vectors : 700 hPa , 500 hPa , 300 hPa (ESSL Weather Data Displayer - ICON-EU)
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700 hPa Temperature Advection (Pivotal Weather - GFS)
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Potential Vorticity on 320K isentropic surface (ESSL Model Maps - GFS)
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Dynamic Tropopause : 2 PVU Theta , 2 PVU Pressure (Pivotal Weather - GFS)
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For Vertical Wind Shear :
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Deep-Layer Shear (0-6 km) [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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Low-level Shear (0-3 km) [m/s]
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0-3 km bulk shear ( ESSL model maps - GFS)​
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Forecast Parameter Thresholds
Moisture
Mixing Ratios
< 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
Dew Points
< -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
Equivalent Potential Temperatures (850 hPa)
< 5 °C : very dry
​5 - 18 °C : dry
18 - 30 °C : slightly humid/moist
30 - 45 °C : moderately humid/moist
45 - 60 °C : very hot & humid (très lourd)
> 60 °C : extremely hot & humid (ext. lourd)
Instability
CAPE
​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
Lifted Indices
>+2°C : stable
​+2 to 0 °C : stable/neutral
0 to -2 °C : weakly unstable
-2 to -4 °C : moderately unstable
-4 to -6 °C : very unstable
< -6 °C : extremely unstable
Temperature Lapse Rates
​< 5.5 - 6.0 °C/km : stable
6.0 - 7.0 °C/km : slightly unstable/steep
7.0 - 8.0 °C/km : moderately unstable/steep
8.0 - 9.0 °C/km : very unstable/steep
> 9.0 °C/km : extremely unstable/steep
Lift
Level of Free Convection (LFC)
​< 1000 m : very low (convective initiation very easy)
1000 - 1500 m : moderately low (conv. initiation easy)
1500 - 2000 m : average height (conv. initiation probable if low-level lift or convective temperature reached)
2000-3000 m : moderately high (conv. initiation more difficult and isolated unless strong lift)
> 3000 m : very high (conv. initiation very difficult and unlikely unless strong lift)
Convective Inhibition (CIN)
​0 to -50 J/kg : weak CIN (cap easily broken)
-50 to - 100 J/kg : moderate CIN (cap regionally broken if moderate lift)
-100 to -150 J/kg : strong CIN (cap locally broken if moderate lift)
< -150 J/kg : very strong CIN (strong large-scale lift needed to erode cap)
Temperature Advection (850 & 700 hPa)
​> -5 °C/hr : strong CAA / strong subsidence
-5 to -2 °C/hr : moderate CAA / moderate subsidence
-2 to 0 °C/hr : weak CAA / weak subsidence
0 to +2 °C/hr : weak WAA / weak ascent
+2 to +5 °C/hr : moderate WAA / moderate ascent
> +5 °C/hr : strong WAA / strong ascent
CAA = Cold Air Advection
WAA = Warm Air Advection
Also use square method : the smaller the geopotential/isotherm square, the stronger the temperature advection.
Vorticity Advection (500 hPa)
​> -30 x10-5/s : strong NVA / strong subsidence
-30 to -15 x10-5/s : moderate NVA / moderate subsidence
-15 to 0 x10-5/s : weak NVA / weak subsidence
0 to 15 x10-5/s : weak PVA / weak ascent
15 to 30 x10-5/s : moderate PVA / moderate ascent
> 30 x10-5/s : strong PVA / strong ascent
NVA = Negative Vorticity Advection
PVA = Positive Vorticity Advection
Also use square method : the smaller the geopotential/vorticity isopleth square, the stronger the vorticity advection.
Q-Vectors
Divergence of Q-vectors : sinking motion (the stronger the Q-vector divergence (blue contours) , the stronger the sinking motion)​
Convergence of Q-vectors : rising motion (the stronger the Q-vector convergence (red contours) , the stronger the rising motion)
Potential Vorticity (PV)
Advection of High PV : airmass ascent along isentropes
Advection of Low PV : airmass subsidence along isentropes
Convection can produce high PV areas due to diabatic heating
Dynamic Tropopause
Advection of low tropopause Theta air : airmass ascent
Advection of high tropopause Theta air : airmass subsidence
Advection of low tropopause pressure : airmass ascent
Advection of high tropopause pressure : airmass subsidence
Vertical Wind Shear
0-6 km Bulk Shear
0 - 15 kts : weak shear (favors ordinary convection - airmass/pulse thunderstorms)
15 - 35 kts : moderate shear (favors multicellular convection - multicell clusters/squall lines)
> 35 kts : strong shear (favors organized convection - isolated supercells, supercells embedded in lines, bow-echoes)
0-3 km Bulk Shear
0 - 10 kts : weak shear (favors gust fronts clearly outrunning the convection)
10 - 30 kts : moderate shear (favors gust-fronts closer to the convection)
> 30 kts : strong shear (favors deep cold pools with gust fronts on leading edge of convection)
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