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ProbSevere results over tidewater Virginia

 The Hazardous Weather Testbed (HWT) exercise (Click here for the HWT blog) is ongoing at the Storm Prediction Center.  One of the new products being tested by forecasters is the NOAA/CIMSS ProbSevere product. ProbSevere in the animation above highlighted a cell that produced hail. The AWIPS-2 readout suggests strong vertical growth, and strong glaciation, at... Read More

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NOAA/CIMSS ProbSevere superimposed on MRMS radar display over southeastern Virginia. Times as indicated. (Click to enlarge)

 

The Hazardous Weather Testbed (HWT) exercise (Click here for the HWT blog) is ongoing at the Storm Prediction Center.  One of the new products being tested by forecasters is the NOAA/CIMSS ProbSevere product. ProbSevere in the animation above highlighted a cell that produced hail. The AWIPS-2 readout suggests strong vertical growth, and strong glaciation, at 0215 UTC. (The HWT Blog entry on this storm is here) What did the satellite view?

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GOES-13 Visible Imagery (0.63 µm), times as indicated. (Click to enlarge)

Visible imagery, above, from just before sunset, shows nascent convective development east of Lynchburg over southeastern Virginia, and also older convection over the Chesapeake Bay and Delmarva Peninsula. The infrared imagery (10.7 µm), below, shows rapid development of convection over southeastern Virginia after 0000 UTC. The first convective cell, which cell is east of the Outer Banks of North Carolina at 0315 UTC, had cloud-tops that cooled about 12 C in 17 minutes (between 0115 and 0132 UTC); the storm that produced hail, and was warned, had cloud-tops that cooled 20 C in 13 minutes, between 0202 UTC and 0215 UTC. This strong vertical growth contributes to a big increase in the ProbSevere value.

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GOES-13 Infrared Imagery (10.7 µm), times as indicated. (Click to enlarge)

When interpreting the radar and satellite imagery, be aware of the effects of parallax on the satellite imagery. GOES-13 imagery displayed here is not corrected for parallax. GOES-13 data are parallax-corrected when used in ProbSevere computations, of course.

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von Kármán vortex street downwind of Madeira Island

McIDAS images of EUMETSAT Meteosat-10 0.75 µm visible channel data (above; click image to play animation) showed a beautiful example of a von Kármán vortex street downwind of Madeira Island on 01 May 2014. Northeasterly winds in the marine boundary layer were perturbed by... Read More

Meteosat-10 0.75 µm visible channel image (click to play animation)

Meteosat-10 0.75 µm visible channel image (click to play animation)

McIDAS images of EUMETSAT Meteosat-10 0.75 µm visible channel data (above; click image to play animation) showed a beautiful example of a von Kármán vortex street downwind of Madeira Island on 01 May 2014. Northeasterly winds in the marine boundary layer were perturbed by the topography of the island, whose highest point rises to an elevation of 1,862 m (6,109 ft) above sea level. Note how some of the downwind vortices rotate in a clockwise direction, while other rotate counterclockwise.

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Mesoscale Convective System along the Gulf Coast region

A large Mesoscale Convective System (MCS) developed ahead of a slow-moving cold front and moved over the Gulf Coast region of the US on 29 April30... Read More

Radar-estimated Storm Total Precipitation for the 24-hour period ending at 13:47 UTC on 30 April

Radar-estimated Storm Total Precipitation for the 24-hour period ending at 13:47 UTC on 30 April

A large Mesoscale Convective System (MCS) developed ahead of a slow-moving cold front and moved over the Gulf Coast region of the US on 29 April30 April 2014, producing record rainfall totals (WeatherUnderground) and creating widespread severe flooding across parts of southern Alabama and the western Florida Panhandle. The 24-hour WSR-88D Storm Total Precipitation as visualized using the SSEC RealEarth web map server (above) showed swaths of radar-estimated precipitation in excess of 10 inches (violet color enhancement) — but some locations reported actual storm total rainfall amounts exceeding 20 inches (NWS Mobile/Pensacola).

AWIPS images of the MIMIC Total Precipitable Water (TPW) product (below; click image to play animation; Atlantic sector animation) indicated that there were multiple northward surges of TPW values in the 45-50 mm or 1.78-2.0 inch range (darker orange color enhancement) during the 28-30 April time period.

MIMIC Total Precipitable Water product (click image to play animation)

MIMIC Total Precipitable Water product (click image to play animation)

4-km resolution GOES-13 10.7 µm IR channel images (below; click image to play animation) displayed large areas of unusually cold GOES cloud-top IR brightness temperatures (colder than -80º C, violet color enhancement) — in fact, the coldest GOES-13 10.7 µm IR cloud-top brightness temperature seen was -86º C at 12:15 UTC.

GOES-13 10.7 µm IR channel images (click to play animation)

GOES-13 10.7 µm IR channel images (click to play animation)

This MCS also produced very large amounts of cloud-to-ground lightning (below; click image to play animation), with the highest number of 15-minute interval lightning strikes being 5379 negative and 697 positive at 11:15 UTC.

GOES-13 10.7 µm IR channel images with cloud-to-ground lightning strikes (click to play animation)

GOES-13 10.7 µm IR channel images with cloud-to-ground lightning strikes (click to play animation)

A 1-km resolution MODIS IR image at 04:11 UTC on 30 April (below) displayed a minimum cloud-top IR brightness temperature of -87º C (darker violet color enhancement).

MODIS 11.0 µm IR channel image

MODIS 11.0 µm IR channel image

375-meter resolution (mapped onto a 1-km AWIPS grid) Suomi NPP VIIRS 11.45 µm IR channel images (below) displayed a minimum cloud-top IR brightness temperature of -90º C (dark violet color enhancement) at 06:57 UTC on 29 April.

Suomi NPP VIIRS 11.45 µm IR channel images

Suomi NPP VIIRS 11.45 µm IR channel images

1-km resolution POES AVHRR 12.0 µm IR channel images (below) exhibited a minimum cloud-top IR brightness temperature of -93º C at 10:12 UTC and 11:07 UTC on 30 April.

POES AVHRR 12.0 µm IR channel images

POES AVHRR 12.0 µm IR channel images

Brightness temperatures seen on a single-channel IR image do not always indicate the true cloud top temperature value — but in this case, the -93º C value (which was also seen on the corresponding POES AVHRR 10.8 µm IR image) agreed with minimum value on the POES AVHRR CLAVR-x Cloud Top Temperature product. The POES AVHRR Cloud Top Height product indicated values of 15-16 km in these areas of extremely cold IR temperatures (below).

POES AVHRR 10.8 µm IR channel, Cloud Top Temperature product, and Cloud Top Height product at 11:07 UTC

POES AVHRR 10.8 µm IR channel, Cloud Top Temperature product, and Cloud Top Height product at 11:07 UTC

As we have seen with previous cases of strong convection exhibiting intense overshooting tops, nighttime Suomi NPP VIIRS 0.7 um Day/Night Band imagery (below) showed that this MCS produced a large pattern of concentric mesospheric airglow waves that could be seen traveling away from the storm for a considerable distance.

Suomi NPP VIIRS 0.7 um Day/Night Band image

Suomi NPP VIIRS 0.7 um Day/Night Band image

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NOAA/CIMSS ProbSevere Performance during Tornadic Outbreak

Severe weather occurred over the southern Plains/lower Mississippi Valley on Sunday 27 April 2014 (SPC storm reports | GOES-13 IR image animation). How did the NOAA/CIMSS ProbSevere product perform with these storms? Three examples are presented below.NOAA/CIMSS... Read More

Severe weather occurred over the southern Plains/lower Mississippi Valley on Sunday 27 April 2014 (SPC storm reports | GOES-13 IR image animation). How did the NOAA/CIMSS ProbSevere product perform with these storms? Three examples are presented below.

NOAA/CIMSS ProbSevere estimates the likelihood that a growing convective storm will first produce severe weather within the next sixty minutes. The Product uses Rapid Refresh model environmental parameters (Most Unstable CAPE, and Environmental Shear), satellite (GOES-13 only, at present) observations of cloud growth and glaciation, and MRMS radar estimates of Maximum Expected Size of Hail (MESH). A convective tower that grows rapidly (as observed by satellite), for example, will be more likely to spawn severe weather in the next 60 minutes than one that grows more slowly. Similarly, as radar intensities increase, so too do the probabilities. The goal of this product is to increase the lead time for a warning by up to several radar scans.

MRMS Radar and ProbSevere readouts, 21:10, 21:22 and 22:08 UTC on 27 April 2014 [Click to enlarge]

MRMS Radar and ProbSevere readouts, 21:10, 21:22 and 22:08 UTC on 27 April 2014 [Click to enlarge]

The image above shows the radar at 21:10, 21:22 and 22:08 UTC, and also values used in the computation of the ProbSevere product, for a hail-producing storm just south of Dallas. The readout shows the most unstable CAPE and Environment Shear (averaged within the radar object that is outlined), the maximum satellite growth and the maximum glaciation rate that the radar object experienced, and also the MESH. In this case, MUCAPE is 4300-4400 J/kg and Environmental Shear is around 50 kts. The maximum satellite growth for the object being tracked is 1%/minute (% meaning percent of the depth of the troposphere) measured at 20:15 UTC (a time when the radar may or may not have been detecting the developing storm). This moderate growth rate stays attached to this growing convective feature at later times. The ProbSevere exceeded 50% at 21:10 UTC, the first warning was issued at 21:22 UTC and the first report of 1″ hail was at 21:45 UTC. (This storm later produced baseball-sized hail). The storm had moderate growth rates, but very large values of MUCAPE and Shear enhanced the probabilities. Glaciation Rate is reported as N/A, which typically means development under a pre-existing cirrus shield.  That was the case over Dallas, as shown in this animation of visible imagery from GOES-13.

As above, but at 21:20, 21:30 and 22:14 UTC 27 April 2014 [Click to enlarge]

As above, but at 21:20, 21:30 and 22:14 UTC 27 April 2014 [Click to enlarge]

The storm above, over northwestern Mississippi, showed strong satellite growth rates (2.4% per minute) and strong glaciation rates. Probabilities exceeded 50% at 21:14 UTC (just before the 21:20 UTC image shown above) and the first warning was issued at 21:30 UTC, with the first report at 22:31 UTC. This storm produced hail, wind and a tornado.

As above, but at 23:00, 23:08, 23:20 and 23:26 UTC 27 April 2014 [Click to enlarge]

As above, but at 23:00, 23:08, 23:20 and 23:26 UTC 27 April 2014 [Click to enlarge]

A third storm that affected the Kansas City metropolitan area is shown above. ProbSevere exceeded 50% at 23:00 UTC, the first warning was issued at 23:26 UTC and the first hail report occurred 23:31 UTC. Satellite growth for this storm is initially strong (1.5% per minute at 21:25 UTC), but the tracked object linked to that strong growth eventually were lost (Satellite Growth values were lost at 23:20 UTC) and probabilities decrease slightly; they remain relatively high because of the favorable environment and radar observations.

For all three examples above, the probabilities were highest with the convective system that produced the severe weather. The combination of the three components (Rapid Refresh, Radar, and Satellite) is key to the probability. Each individual component has strengths but the combination of predictors is what yields a skillful model with meaningful lead-time.



Severe weather continued on April 28th, including fatal storms in Mississippi.  The image below, however, is for a thunderstorm that formed in Missouri outside the region of SPC’s Slight Risk issued at 1300 UTC, and near the edge of the Slight Risk issued at 1630 UTC.

As above, but at 17:20, 17:22, 17:26 and 17:38 UTC 28 April 2014 [Click to enlarge]

As above, but at 17:20, 17:22, 17:26 and 17:38 UTC 28 April 2014 [Click to enlarge]

The ProbSevere for the developing cell is 24% at 17:20 UTC, with Strong Normalized Vertical Growth Rate (2.3%/min) and weak glaciation (0.01/min) observed at 1655 UTC. At 17:22 UTC, new satellite observations have been incorporated (from the 17:15 UTC scan): the Normalized Vertical Growth Rate is now 3.4%/min; in addition, Glaciation (0.17/Min) is also now strong. As a result, ProbSevere increases to 73%. The Severe Thunderstorm Warning was issued 15 minutes later, at 17:37 UTC, 2 minutes after the first report of severe hail with this storm (in Holts Summit MO, in Callaway County).

 

The ProbSevere product will be evaluated at the Hazardous Weather Testbed to be held in Norman OK in May.

 

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