BLOG POST for Tuesday Morning Archive Case (ILN)

0119Z

The supercell cluster coming into Wayne County, Indiana, is exhibiting solid rotation on the lowest slice. NTDA from KIND/KILN are both showing values in the 80% range. Both radars are also indicating two separate mesocyclone detections, and a qualitative analysis of the storm does suggest two separate updrafts and storm cores. As one would expect, the southern core (the newer development) is driving the NTDA detection which matches with the location of the southern NMDA detection. This makes sense conceptually, as the tornado potential will be much greater with the unimpeded inflow associated with the southern core.

KIND detections of NMDA/NTDA in NW Wayne County, Indiana.
KILN detections of NMDA/NTDA in NW Wayne County, Indiana.

 


 

0157Z

A broken cluster of supercells is now entering the state of Ohio. Radar data is largely quite mottled and the majority of the NMDA detections are weak, but there are a lot of them — including in places where conceptually you would not really expect a circulation to exist. There are data artifact issues, related somewhat to the distance from the KILN radar, and also perhaps related to the complex interaction between different parts of different supercells and storm clusters. This would likely be a case where extremely weak / transient detections might be desired to be toggled off under a certain threshold. NMDA detections on the strongest circulations have not necessarily been stronger detections, but NTDA detection probabilities have been tracking fairly well with where tornadoes appear most likely to occur.

KILN detections of NMDA/NTDA at 0155Z.

 


 

0237Z

Both the NTDA and NMDA are making high-end detections in Miami County, Ohio, near West Milton. The NTDA has had values >95%, and at times >99%, with this tornado. Perhaps more interesting is that this is the first case I have yet seen in which the NMDA has shown such a consistent, high-end, well-tracked detection across a span of 10-15 minutes — with extreme (>0.03) values of AzShear. Overall, the NMDA algorithm doesn’t seem to trip into the higher values very frequently, so it really calls your attention to it when it does.

KILN detections of NMDA/NTDA at 0234Z.

 


 

0302Z

A messy storm evolution has occurred in Auglaize County, with some kind of hybrid QLCS / supercell structure based on Z/V data. Although qualitatively, the velocity data is not particularly impressive, the NTDA has done a very nice job at consistently detecting a tornadic signal from around 0241Z to 0251Z. A tornado did occur at this location, including a TDS that was apparent along the same track of the NTDA detection just a few minutes later. This is a very good detection by NTDA, correctly identifying a tornado in an area where eyeballing the velocity data would not yield as much certainty.

KILN detections of NMDA/NTDA at 0250Z.

–Insolation

Possible Gravity Wavetrain affects NTDA

Now looking at ILN radar, Here we see several detections that are associated with a complex velocity pattern. The alternating inbound/outbound velocity pattern suggests gravity waves are propagating northeastward. This is in the evening, so perhaps a nocturnal inversion is helping to duct these waves. Not surprisingly the NTDA appears to have some false detections with the 2D shear.

-marfafront

Vertical Sidelobes affect NTDA

We see a case where the TDA is inconsistent in time, likely due to noisy velocity, KIND 28May2019 at 0116Z Wayne County, likely due to vertical velocity data smearing.

Velocity data smearing on the 0.5 degree tilt (likely originating fomr the 1.8 degree slice or higher).
1.8 degree slice where data smearing is likely originating.

Here (below) we see the detection return and it’s impressive that it is assigned the same ID as before. This will help for creating time series of the features attributes. That’s good news. What’s less good news is we see a great setup for vertical data smearing as broad rotation with a 60+ dBZ core aloft is being aliased downward. There is no easy solution for this I’m afraid. Spectrum width is very high (>20 kt) and CC is ~ 0.8 or less so there is a possible flagl for degraded data quality. However, these values also could legitimately occur with a strong TDS.

0.5 degree scans
2.4 degree scans

-marfafront

Miami County, IN Tornado

NMDA algorithm performed well on developing and descending mesocyclone that moved eastward out of Darke County and into Miami County, which ended up producing a tornado that destroyed a house. The algorithm indicated medium strength on the meso some 20 minutes before the tornado struck the area NW of Milton, IN. The temporal resolution from time step to time step gave me higher confidence that a strengthening meso was in progress.

Mesocyclone strengthening across SE Darke County eventually produced a tornado in SW Miami County. Values on the NMDA were in the ‘extreme’ range just before the reported tornado.

-Bacon Wrapped Hail

Mature HP Supercell – Eastern Indiana

NTDA performs well in mature supercell over ern IN. First time of detection to current time of detection over 1 hour indicative of long track of cell. Probs were over 90% for quite a few scans. Overlaid with prob severe, it is nice to see meso environment that the cell is embedded in.

Would be good to see some environmental data embedded in the algorithm to keep the screen less cluttered. Also, a total time of detection will be a good addition to the readout table.

Tor probs quite high with vals over 90%.

– Bacon Wrapped Hail

BLOG for the afternoon session on Monday, May 3, 2021.

1904Z

A tornadic QLCS is moving through South Carolina. KGSP is running in SAILS2, producing three cuts at 0.2° for every volume scan. The NTDA algorithm is running off of the 0.5° slice, which is only running once per volume scan.

When NTDA is loaded on top of the 0.5° slice, it matches perfectly. However. When NTDA is loaded on top of the 0.2° slice, there are problems that cause the NTDA to drop out (NO DETECTIONS) at certain time steps, likely due to some kind of error with time matching.

No detections noted above on the 1857Z radar time stamp.
Detections noted above on the 1859Z radar time stamp.

 


 

1936Z

A bowing segment in a QLCS is moving through western Newberry County, SC. This storm has a history of producing tornadoes, but it has not obviously done so in at least a half hour now. The NTDA algorithm is displaying relatively high values (>50%) from two different radars — KGSP (about 4000 feet AGL) and KCAE (about 2500 feet AGL). This is absolutely the type of area of the storm where you would look for tornadogenesis (north of the apex of the bow, following the three ingredients method). However, it is interesting to note that these probabilities are quite high, despite the fact that neither radar is truly depicting a tight gate-to-gate circulation. In a real time event I would likely be issuing a tornado warning for this, as tornadogenesis seems quite favored in this region of the storm, but the probabilities on the NTDA are a little higher than I would expect given that I think it’s more likely than not that the storm is not currently producing a tornado.

NTDA detection on KGSP.
NTDA detection on KCAE.

 


 

1944Z

This is an update on the area of interest mentioned in the above post. It was noted that the NTDA feature on the KCAE radar (ID: 3) has shifted somewhat southward, to a different part of the bowing segment (closer to the apex) while updating the probability to >80%. The overall shear axis remains somewhat not-tight, which at first confused me as to the high probability. However, upon a closer look, there was a very small/tight couplet that developed just on the west edge of the shear axis, tight enough that I would suggest it could indeed be tornadic. It appears that the NTDA feature was keying off of this, and not on the overall shear axis, and I think this is excellent because it brought my attention to a small, hard-to-see feature.

NTDA detection on KCAE, >80% on the very small circulation.

 


 

2000Z

A semi-discrete cell is approaching the KCAE radar site at close range. This cell has produced an intense downburst signature, characterized by inbound winds as high as 65kts at less than 1000 feet AGL. Qualitatively, I can state fairly conclusively that this signature is a severe downburst, and is thus non-tornadic. However, the NTDA algorithm is keying in on the north end of this downburst signature as a potential tornado, with probabilities as high as 49%. This seems quite high for a weather situation that appears to have almost no chance to actually be tornadic. It is possible that the algorithm is noting that you have an area where strong inbound winds are located just south of weaker inbound winds, but to my eyes it is a soft transition, not indicative of rotation.

NTDA detection on KCAE, 49% on the north end of a downburst signature.

–Insolation

Monday AM test case

A strong circulation has developed in Dallas County, with Vr values of as much as 70-75 knots. Appropriately, the NTDA algorithm has identified a 99% chance that this is a tornado.


 

0216Z UPDATE

This feature appears to be a tornado based on base velocity analysis, but NTDA is assigning a probability of only about ~20%

Just after writing this post, an LSR of damage at this location was provided.

 


 

0224Z UPDATE

A small area of bad velocity data has been occasionally (but repeatedly) tripping off low-end NTDA detections near the KFWS radar site.

The detections have generally been <20% so in theory this could be easily ignored with a probability threshold.

–Insolation

FWD Archived Case

At approx 0200Z, the NTDA depicted a 99% probability of a tornado and azimuthal shear rated as “extreme”. This was coincident with a CC drop on the 0.5 deg tilt and a BWER, which increased confidence that a tornado was occurring.

NMDA, NTDA, and tornado warning polygon for Dallas County storm

– Angelica Schuyler

No NMDA object in storm producing significant hail with TBSS.

We noted that for a storm moving through Weld County in CO there was a massive TBSS coming off the CYS radar without any NMDA associated with the storm.  In the images below, we noted that there is at least broad rotation in the storm and the hail spike is clearly visible throughout multiple vertical slices. Given the massive hail spike and the relative significant increase in SW its possible this was actually incorrectly filtered out.

– Spaceman Spiff

NTDA Algorithms Struggling in Terrain

We noticed several instances this morning in the PIH forecast area where the NTDA algorithm would detect possible TOR’s over mountain and or hill peaks.  This is common with the TVS algorithm and I wonder if there was some sort of rate of change filter that could be passed along to the RF model. It’s something that as a forecaster if you know your CWA well is easy to ignore but if there’s a way to filter those out it would be helpful.  In the two examples shown below, the ridgetops in eastern/central Bingham county are easily shown to be the source of the NTDA at least in the 0.5 degree slice.

Example: Number NTDA objects being displayed over mountain tops.
Example: Number NTDA objects being displayed over mountain tops with reflectivity. The NTDA objects in NW Bingham county appear valid however the objects to the south over central and eastern Bingham are related to terrain and not actual meteorological features.

– Spaceman Spiff