Wednesday Afternoon Blog (DMX Case)

2055Z

In southern Jasper County, IA, a supercell is moving ESE. A small/tight circulation developed, associated with a tornado that was moving at a bit of a deviant motion (more like SE or even SSE).

NTDA correctly identified this tornado at first with ID 20, which had previously been used spuriously to identify some transient rotational features in the same general area. NTDA continued to briefly track this tornado as it moved toward the Marion County line, but suddenly, at 2049Z, ID 20 was erroneously re-assigned to another (weaker) circulation a few miles to the north. In fact, no NTDA detection continued for the tornadic circulation entering Marion County at all.

Ideally, you would want to continue to use the same ID to track the tornado until it dissipated, and perhaps assign a new NTDA element to the other circulation further north. I might speculate that the tornado’s deviant motion, compared to the overall storm-scale motion, might have had something to do with this issue.

KDMX 0.5° V and NTDA detections at 2046Z. Note that NTDA ID 20 is correctly located with an obvious tornadic circulation.
KDMX 0.5° V and NTDA detections at 2049Z. Note that NTDA ID 20 has suddenly re-located further north (with an erroneous speed/direction) and the tornadic circulation is no longer covered by any NTDA detections.

–Insolation

 


 

2136Z

A tornadic supercell in Marshall County IA has developed a tight, intense couplet on KDMX radar. The NTDA algorithm has performed fairly well from a qualitative sense, but some of the underlying numbers are not exactly as expected for such an obvious tornadic signature. The first image is from the 2132Z scan, which was the first scan to show a tight gate-to-gate tornadic couplet.

KDMX 0.5° V and NTDA detections at 2132Z.

It is notable that despite high/extreme categorizations on several variables, the probability is only about 35%.

This changes significantly just one minute later.

KDMX 0.5° V and NTDA detections at 2133Z.

At 2133Z, the probability has increased to about 95%. In the opinion of our group, this storm absolutely warrants very high probabilities, so the 2133Z NTDA detection appears to be the better of the two.

The big question here is why the NTDA changed so much from 2132Z to 2133Z, because the underlying statistics (as displayed in the sampled readout) do not change significantly from one minute to the next. We were very curious as to why small changes in these calculations led to such a big change (yet a very good change) in the tornado probability.

Another item of note from this example is that the Abs Vel Max and Max-Min Vel Diff statistics do not seem to be capturing the highest values of velocity when sampled by hand bin-by-bin. Using the 2133Z time step as an example, there is a 69.0 knot outbound velocity, but the Abs Vel Max only lists a maximum value of 47.6 knots. The Max-Min Vel Diff (Vr) calculations are similarly affected.

–Insolation

Early Detection of Marshall County Tornado

Early on in convection, funnel clouds and tornadoes were being reported in small storms with virtually no rotation on radar. Once there was sufficient rotation on radar, it appeared that funnels/tornadoes were being reported with NTDA probabilities as little as 30%. Normally I would take notice, but not warn, on such low numbers. Given the earlier storm reports, when an NTDA marker first appeared for the Marshall County cell I had a feeling that it would eventually produce a funnel or tornado. The first detections were very low, only about 20%, first around 2059Z and then again around 2109Z. By 2110Z it had jumped to 30% with a hook evident on radar and rotation on the few lowest tilts. It was at this point that I would have warned on this storm. The radar data may have been enough alone at this point, but the first detection at 2059Z definitely drew my eye to this area and I knew it was something I needed to keep an eye on, despite being distracted by the much larger supercell in Marion County.

By 2113Z the NTDA probability had increased again to almost 44%, and at 2116Z it was up to 56%. A funnel cloud was ported at 2117Z, with tornado reports following around 2122 and 2130Z.

– Angelica Schuyler

A few thoughts from the DMX archived case

-At the beginning of the event, while the TDA didn’t trigger high values (as tornadoes were being observed), it still ultimately added a lot of value. As a forecaster walking into that event, I probably would’ve thought that the chance for tornadoes as the cells were initially going up was around zero, so having guidance that showed that “hey look, something’s here” provided a lot of value added. So while the verification stats might not look great for this phase of the event, it potentially added more value than during sure-fire high end tornado warning scenarios. In those scenarios, the post-processed stats for the algorithms would look great, but they might not add as much value, since you’d have warnings out either way.

-It was also encouraging to see the high probs from both algorithms later in the event with the strongest supercell. As was brought up in discussions in our group, in that case those super high probs in both algorithms might have given you confidence to consider a higher tag on the warning (potentially the considerable tag).

-Squally McGusty

Aiding Situational Awareness

At this time, the northern supercell (moving through northern Marshall County) is beginning to rapidly strengthen.  At the same time,  the storm near Pella is extremely strong and likely doing significant damage, and could be taking the bulk of the attention of the forecasters.  Here, both the NMDA and NTDA have correctly identified the strengthening of the northern storm.  I think the algorithms could have been helpful in bringing attention back to the Marshall County supercell before it became any stronger.  This situation (two storms, one very strong and damaging while the other is rapidly strengthening) could be a “high risk” situation for loss of SA. This is especially the case on a day like this, when the overall situation was not well anticipated, and officing staffing is likely not at the level it would ideally be for such a set up.

– Rabbit

NMDA and NTDA Could Aid in Impact Based Warning Decisions

At this point the tornado is moving through the Pella area. There’s not much of a yes/no warning decision to be made here…it’s obvious that a tornado is ongoing.  However, I think it’s noteworthy to see both algorithms outputting extreme values.  This could aid forecaster confidence in “upgrading” a warning to the “Considerable” threat tag, or, depending on reports, a “Tornado Emergency”.  While we have several ways to ascertain tornado strength in real-time (rotational velocity, TDS height, etc.), having an extra nudger is very useful.  It can also be challenging to know when to discontinue the higher end wording in the warning; seeing the trends from these algorithms will be valuable data points.

– Rabbit

NMDA and NTDA Correctly Focusing on Area of Tornadic Circulation

In this case, the tornado circulation was well displaced to the west of the main body of the supercell.  Based on video and spotter reports, it’s likely associated with the very weak reflectivities west-southwest of the heavier reflectivity.  The NMDA and NTDA both correctly honed in on this area, despite little in the way of an obvious velocity signature.  One of the facilitators was able to share their screen and show the AzShear and DivShear outputs for this time frame, and the correct identification of the tornado location matches well with those fields.

– Rabbit

Marshalltown Tornado

This is 2133 UTC when the NMDA was maxed out with 8 tilts (0.5 – 5.1) being incorporated into the detection. Rotation track at the upper left shows how quickly this escalated.

Below is a jump ahead to 2146 UTC. Through this time, the NTDA was very consistent with tracking the circulation even as depicted in leftward curving rotation track.

-marfafront

NTDA detections with reported tornado

This seems to be an issue with undershoot. The NTDA uses only 0.5 degree elevation and at this range this corresponds to about 1600 ft AGL. That is likely well below cloud base. The upper right panel is mid-level rotation tracks and the panel immediately to the left of that is low-level rotation tracks. Note how rotation is more evident in the “mid” levels, which again underscores the disadvantage the NTDA has with just looking at 0.5. Side note: The NTDA and ProbTor (lower right) probabilities

Below is 2018 UTC:

The 2018 UTC screen shot shows a persistent and strong mid-level rotation track with good consistency on the ProbTor object. The NTDA has been jumping around a bit, again because it’s at a disadvantage because it’s still sampling below 3000 ft even at this range.

Below is another example of NTDA detections jumping around. In this case, perhaps it has more to do with the confusing velocity associated with merging cells.

-marfafront

UDCZ and beam blockage example

Below is a snippet of NMDA and NTDA detections. This area corresponds to the white rectangles in the upper left panels of the figure above.  The columns are labelled by elevation slice. There’s a lot going on here: unambiguous range issues, beam blockage at lower elevations, and a very strong Updraft/Downdraft Convergence Zone (UDCZ) that is also producing noisy velocity data at the UDCZ interface (ref. Spectrum Width in bottom row).

 

 

 

 

-marfafront

More Velocity Data Smearing

Here I’ve attempted to show how both the NTDA and NMDA are susceptible to vertical data smearing of velocity data. Cursor square locations refer to the position of the overlapping NTDA/NMDA detections. The 0.5 cut is to the left and the 2.4 degree cut is on the right. This is a tough problem, with perhaps Spectrum width providing a sanity check for the NMDA at least

-marfafront