Overview: Week 3, Day 3

Day 3 started with our debrief from Tuesday, along with a focus group activity for GeoXO lightning mapper capabilities. I showed forecasters SZA imagery near sunrise during a period of glare from the GOES-East perspective near sunset. Overall forecasters felt the cloud tops were more ‘washed out’ by the brighter visible channels, but mentioned the important feature from the Day Cloud Phase Distinction is often the cloud phase before the overspreading anvil cloud begins.

Traditional Day Cloud Phase Distinction RGB

SZA Day Cloud Phase Distinction RGB

Wednesday targeted the Northern Plains again, with the cold front being are only source of lift and deep layer shear that we can pull from this week. We decided to localize the forecasters to NWS Grand Forks, ND (FGF) and Aberdeen, SD (ABR), and each had two DSS events so they could leverage the LightningCast SuperDashboards.

1PM

Storms were slow to develop early in the forecaster period with a bit of cloud cover making the Synthetic GXI imagery less usable, so the product developers took both offices on a ‘tour of Europe’ showing off the Water Vapor Transmittance product from the Meteosat-12 FCI. This led us back to the states where we talked more about colormaps for WVT and what forecasters preferred. I made a display as part of that discussion. Upper left is WVT with ‘flipped’ colormap, upper right is WVT with the origional colormap, lower left is WVT with a red-green colormap made by a forecaster in the previous week, and the lower right is PWATs from the most recent HRRR run (18Z).

2 PM

Forecasters in both offices focused mostly on DSS tasks early in the forecast period, along with comparing OCTANE’s CONUS and MESO products. Additional discussion centered around the Lightning Stoplight tool and debating the ‘optimal’ color table to convey the intended actions from those viewing the product.
As thunderstorms approached the mock-IDSS events forecasters interrogated LightningCast data and discussed its applications, along with the desire to have variable ranges for the dashboard web display. We did run into an interesting case where a thunderstorm initiated over a narrow band of cirrus clouds, which may have impacted signals from OCTANE and LightningCast.

To end the day, I spammed AWIPS looking for sunrise imagery to show off SZA (thanks Justin for turning on the feed so early!)

Fog and low clouds from the marine layer along the California coast from the Day Cloud Phase Distinction RGB (SZA left/traditional right)

Valley fog over the Appalachian Mountains in the morning from the Day Snow Fog RGB (SZA left/traditional right).

Kevin
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Applications of OCTANE in Disorganized Convection

I had the privilege of serving as the initial warning operator for WFO Rapid City as we began operations during ongoing convection over the Black Hills. This activity remained very junky and disorganized throughout the morning, as evident on various satellite imagery and radar. I found OCTANE products to be very useful as a situational awareness tool throughout the day, and it also showed to be a great indicator of when the convection began to transition from junk to slightly more organized severe.

There were signals in the CONUS CTC product that more vigorous convection was beginning to develop underneath the broader anvil (not shown). Then the combined CONUS/mesoscale tracking, speed and direction products highlighted the transition to more intense convection starting roughly with the 1941Z image in the loop below. Increasing speeds at anvil top (yellow color) followed by the appearance of a strengthening color gradient from light blue to yellow denoted the transition in storm intensity. This prompted me to begin finer scale interrogation on radar for severe warnings. I issued the first severe thunderstorm warning at 2004Z for large hail and damaging wind potential, feeling pretty confident that these storms were tapping into a lot of available instability after observing the evolution of cloud top signatures.

 

Figure 1.  OCTANE Mesoscale Speed Product merged with CONUS Tracker Imagery 1857-2017Z.

As the event unfolded, I was pleasantly surprised at how helpful the CTC product was in highlighting additional intensifying storms underneath the ever-expanding anvil. The “stop light colors” of the CTC product contrasted nicely amongst the cooler Ch-13 colorscale as seen in the loop below, really catching the eye for which storms as viewed on radar should be further interrogated next. I can see this being a very valuable tool in warning operations, especially as mesoanalyst but warning meteorologist too.

 

Figure 2.  OCTANE Cloud Top Cooling (CTC) Speed Product merged with CONUS Tracker Imagery 2026-2146Z

Astrophage

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Octane CONUS vs MESO

I focused pretty closely on the comparison of the CONUS Octane Speed vs the Meso Octane Speed product.

Overall I found that the CONUS product was a bit too coarse to really pick up on the main features of interest.

CONUS

MESO

The example above really highlights the yellow and dark blue hues making it easier to ID the rapid changing environment as opposed to the CONUS which you can kind of see with the green. But you completely miss the dark blue speed minima found in the MESO

Couple more examples below showing the stark difference between the two.

IsthataTOR

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CYS Lightning DSS

For context, there ended up being no lightning within 15 miles of the DSS event. With storms developing on the Laramie Range and the event in Fort Laramie, this case was excellent given developing convection upstream. The LightningCastV1 and V2 looked different despite having no radar data from KCYS. Near the beginning, LightningCastV1 appears more bullish on the 10% and 30% contour nearly over the event range ring while the V2 is closer to the western edge of the 15 mile range ring.

Figure 1: LightningCast-ECONUS-compare panel.

LCv1 vs LCv2 probabilities for GOES-East and GOES-West were the most interesting results of this case. Objectively, the GOES-East V2 chances for lightning ended up performing the best with no strikes. The environment supported dominant left splits which ended up happening with 2 storms. The southwestern storm ultimately decayed but the lingering weak right mover was slightly problematic for chances of lightning near the end of the event with cloud flashes near Bordeaux, WY. The northwestern storm initiated near Laramie peak and ultimately threw a dominant left split away from the DSS event. The most interesting part was the chance of lightning from the 4 options ranged from nearly 20% to nearly 75% around 2120 UTC. What was notable at that time on the radar was the dying right split SW of Bordeaux, WY, and the dominant left split was moving away from the DSS radar just west of Sibley peak, WY which would make me think of lightning potential being very low. This is not to diminish the potential of the product but to raise awareness that different data sources resulted in a 65% difference in chances for lightning.

Figure 2: LCv1 vs LCv2 probabilities for GOES-East and West.

Dry Thunderstorms

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The Think Pony Club: Providing Decision Support Using New-Age Satellite Products

Picture this: you’re out on the open prairie of Wyoming. The wind is whistling through the grass. The late-afternoon sun shines against the towering clouds that have made the Great Plains famous. Spread out in front of you along the hallowed and historic grounds of Fort Laramie, dozens of people wait in folding lawn chairs. There are picnics and music and the shouts of children playing in the warm June evening. Finally, as the sun starts to set, a shape appears along the horizon. Soon, everyone is pointing and squinting as the figure – a man on horseback – comes galloping onto the fort’s parade ground. Slung over his shoulder is a large bag full to the brim with letters.

It is 2026, and the Pony Express rides once again.

For this romantic and nostalgic scene to take place, the patrons of the event need to be kept safe from any sort of adverse weather. Fort Laramie is tremendously exposed to frequent summertime convection, and the National Park Service requested DSS for the great ride this evening. With good reason: by the time shift change occurred at noon MDT, storms were already beginning to develop along the Laramie Range 50 miles to the southwest.

This turned out to be a fascinating case throughout the afternoon – a real “will it or won’t it” as thunderstorms developed and pulsed multiple times over that 50 mile range. The forecasters at Simulated WFO Cheyenne noted increasing lightning potential as early as 1:30 MDT with a much stronger updraft moving off of the terrain. It was initially thought that by 2:30-3:30 MDT, the Fort Laramie area would likely see lightning. However, the storm weakened – a process captured much better by OCTANE Cloud Tops on the Meso band than the CONUS sector.

Figure 1a: Cloud tops from OCTANE over the CONUS sector, showing deepening purples in far southwest Platte County associated with the storm moving toward Fort Laramie.

Figure 1b: Cloud tops from OCTANE over the Mesoscale sector, showing a decrease in the area of purples as the primary thunderstorm collapsed.

Eventually, convection did begin to approach the DSS location. Using a 15-mile range ring, it was unclear whether or not we would breach the event trigger. Two storms developed west of Fort Laramie by about 30 miles and were moving east. The southern storm would undoubtedly track through that 15-mile range ring, but it decayed before arriving. The storm’s final cloud flash occurred about 17 miles away from Fort Laramie proper.

The bigger question, of course, was the updraft on the northwestern flank. If it followed an easterly track, then lightning would assuredly get into the 15-mile range ring. However, a complicated storm splitting process occurred, and regional radar observations (primarily Rapid City radar, scanning at 20,000 feet – the Cheyenne radar is out of commission) suggested that the left split took most of the updraft mass due northward with it. This led to a fascinating case study for LightningCast, where the two MRMS-based V2 products predicted much lower lightning probabilities than the V1 purely satellite-based products, likely due to obfuscation of updraft movement under all of the anvils.

Figure 2: GOES-East (left) and GOES-West (right) LightningCast probabilities at Fort Laramie using the legacy (red) method and the MRMS-included (green) method.

Something to really keep an eye out for when using LightningCast in future IDSS deployments: depending on which product you hitched your wagon to, you could have predicted lightning probabilities of anywhere between 20 and 75% simultaneously. Be careful to use the best data available and blend when possible!

The storms did eventually decay and move off to the north, leaving our hypothetical crowd with a lovely afternoon to enjoy some classic prairie fare, and to prepare for the noble steeds of the Pony Express to ride again.

Sabrina Carpenter

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Severe Thunderstorm Divergence

Multiple severe warned supercells were visible today over southwest South Dakota. These were producing impressive updrafts as indicated by the green cooling cloud tops in the overshooting tops of the anvils. The direction of the cloud top flow in the anvils is clearly split along the line of development with both the speed, cooling cloud tops, and divergence providing a defined location for the center of each supercell. This location is particularly evident in the cooling cloud tops which provided a lead time of 5 to 15 minutes ahead of the divergence and potentially a couple of minutes before the strengthening of the radar reflectivity signal. I was also surprised by how much of a difference the parallax makes in this region. Overlaying these satellite images with radar, there was a noticeable difference in location of the supercells. This was visible in both the GOES-18 and GOES-19 images, with an offset of roughly 10 miles to the northeast and northwest respectively. With such a large gap, I am curious if this was accounted for when issuing severe thunderstorm and especially tornado warnings for the Cheyenne region that had little radar to go off of.

Figure 1: GOES-18 WMESO Octane speed, direction, cloud top divergence, and cloud top cooling.

Cloudius

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Overview: Week 3, Day 2

10 AM

Tuesday began with our morning discussion from Monday’s operation/orientation day. Forecasters had plenty of storms to observe yesterday, which allowed everyone to get acquainted with OCTANE. Forecasters talked about the applications of OCTANE data, and one said it can be a ‘super tool’ for mesoanalysis but also needs ‘super users’. For the Synthetic GXI WVT product, forecasters also showed early support for the ‘flipped’ color table but wanted to see it in action more this week before deciding. First impressions of the Lightning Stoplight and SZA Imagery were also positive, with forecasters finding the Stoplight tool easy to understand and message to partners.

I showed an example of some SZA imagery on CIRA-SLIDER from this morning of river valley fog in the Northeast US. When comparing with traditional imagery and the Nighttime Microphysics RGB, forecasters reacted positively to the ‘brighter’ SZA imagery and expressed the difficulties of transitioning from day to night when observing fog from their respective home CWAs.

SZA Day Cloud Phase Distinction RGB

 

Regular Day Cloud Phase Distinction RGB

Nighttime Microphysics RGB

After talking about the GeoXO GXI in our focus group, our forecast discussion for the day sent us back to the Cheyenne, WY (CYS) and Rapid City, SD (UNR) NWS offices to monitor developing storms along a cold front. Forecasters were also assigned mock-IDSS events in Fort Laramie, WY and Sturgis, SD.

1 PM

Similar to Monday, shortly after operations began SPC issued an MD for our area followed by a Severe Thunderstorm Watch.

 

In the CYS office (still without a radar), discussion focused on their mock-IDSS event and the timing of lightning activity within the event’s range ring. With thunderstorms developing upstream of the site, timing dominated the conversation and the forecasters talked about how the LightningCast dashboard helped identify trends, especially if the partner needed more time to execute their safety plans.

The forecasters also looked at OCTANE, and noted that the the MESO Cloud-Top Cooling products showed a decreasing intensity trend while the CONUS CTC product appeared relatively steady.

3PM

The UNR office frequently viewed OCTANE products today, with several severe thunderstorm warnings issued today. Their mock-IDSS site appeared to ‘miss’ the storms today, but we’ll see what they say tomorrow!

I plan to show this to the forecasters tomorrow to get their thoughts. Sorry for spamming the blog with SZA imagery.

-Kevin

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A High-OCTANE Way to Start the HWT

The first day of our Satellite HWT threw us up against the ultimate satellite forecasting challenge – how to analyze severe convection while the local radar is out of service. Specifically, KCYS is out of commission this afternoon while convection is developing off of the Laramie Range.

This presents an interesting challenge for the newest version of LightningCast. LightningCast V1 is a purely satellite-based product that uses four different satellite channels to determine the likelihood of an updraft producing lightning in the next 60 minutes. We’re here this week in part to test Version 2, which uses those same methods but is also trained on several years worth of MRMS isothermal reflectivity at the -10C level. Here’s the issue, though: if KCYS is out of commission, then the closest radar (KFTG) is shooting at 21,000 feet for the 0.5 degree reflectivity scan over Wheatland, Wyoming!

With that in mind, here’s the legacy LightningCast (left panel) vs LightningCast V2 (right panel) as an updraft developed off of the Laramie Range today.

Figure 1: LightningCast probabilities valid at 18:16 UTC on June 1, 2026

Notably, the first lightning strikes came in about 15-20 minutes after the above screenshot. The MRMS-based LightningCast was, if anything, a little more conservative than its no-radar ancestor. It also was struggling to display any reflectivity. You never want to infer a causal relationship based off of one case, but it wouldn’t surprise me if the two are connected.
In another exciting introduction to satellite-based mesoanalysis tools, we got a good look at OCTANE speed/direction tools, which allow us to directly measure the motion of cloud layers that may not be accessible to satellite (eg, the anvil). Below, we are looking at a cluster of severe thunderstorms near Chugwater, Wyoming.
Figure 2: OCTANE Direction product on June 1, 2026
The sharp gradient in greens and oranges is suggestive of divergence within the thunderstorm anvil region – which we would expect to see in an updraft that is evacuating mass toward the tropopause. Even more interestingly, one can see the arced band of inflow clouds/HCRs extending well back into western Nebraska, not just as they feed into the storms, but also as they are literally bent inward by the pressure perturbations. The red hues to the feeder clouds in Nebraska is suggestive of a motion from the southeast, while closer to Chugwater those feeder clouds moved more from the south. We thus know that the thunderstorms are exhibiting a mesoscale influence on their environment.
-Sabrina Carpenter
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Rapid cooling visible with developing supercells.

Scattered to widespread severe thunderstorms were shown to be developing from Fort Collins south and through the Denver metropolitan area. When overlaid with other products, I noticed how LightningCast v2 was able to catch on to some of these rapidly cooling cloud tops faster than v1. The contrast of the strong convection vs weak was very helpful in determining which cells were going to become severe or not as well as which mature supercells were maintaining strength or weakening.

Fig 1. Rapidly cooling cloud tops and several mature supercells shown developing across the Denver metro.

Cloudius

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BOU Octane Cloud Top Cooling Observations

Day 1: GOES-19 CONUS Octane Cloud Top Cooling proved itself to be a very helpful tool for diagnosing deep CI attempts along the front range of the Colorado Rockies. It was interesting to see several failed attempts at CI when the colors turned from green back to cyan. I found it to be an excellent RGB for situational awareness in the pre-storm environment. It was nice to quickly diagnose updraft strength as well. Pairing it with the 5 minute CG Flash ENTLN 1 minute update lightning plot helped me quickly visualize the parallax effect on GOES-19 where you have to mentally adjust where the actual storm to the southeast. Using just those 2 datasets alone, I tried to draw a couple of severe thunderstorm warnings. The boxes were most likely bigger than what was actually issued since I was playing it safe including most of the lightning within the back end of the box. I liked how the CTC product did not show any colors above 0C to tease out surface level features. It looks like there was some sort of mesoscale boundary that moved into the southern part of the Denver metro that led to additional CI. I would not have picked out that boundary as easily if the CTC product had colors through 30C for example.

Figure 1: Convection initiation and intensification over the Denver metropolitan area using GOES 19 ECONUS Octane Cloud Top Cooling imagery.

WXMANDAN

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