Category Archives: Winter Weather

MONDAY’S SNOW TO RAIN

Forecast Updated Sun 5:36 PM — This afternoon’s NAM has backed off on some of the precip and I think the earlier RAP model’s higher snow totals are too high. Either way, lower snow accumulations are expected on roads and dark asphalt. While the NAM still has about 0.4-0.5 water (QPF) falling, temperatures are above freezing by noon. It’s going to tough to accumulate much snow on paved surfaces.

This is a fast moving disturbance. Precip starts 9-11 AM and tapers off around 3 PM. Any snow comes as a heavy slug early.

  • NAM 11 AM showing surface freezing line (32º) white line already north of the city. Wet snow falling northwest of the city.
  • NAM 1 PM — much of the area has changed to rain

This afternoon’s (18z) HRRR is very similar to its model run earlier this morning, so here’s the same graphic posted earlier, which are the likely snow totals for Monday

High Resolution Rapid Refresh (HRRR) current likely snow totals.  (Click on image for a larger view.)

 

Just to share how crazy numerical weather prediction models can be, here’s the very latest Canadian GEM regional model—

CMC GEM Model Snow totals

 

Forecast Updated Sun 12:13 PM — This morning’s models have become available.  Here are the trends:  the QPF has increased with the NAM and RAP models have total water equivalents as high as 0.6″ water. 

The temperatures at the surface continue to be at or above freezing, but the upper atmosphere maintains its cold, allowing precip to fall as snow in areas north of the west and north.  Precip still starts 9-10 AM and tapers off around 3 PM. 

Latest RAP  (Rapid Refresh) Model—

Rapid Refresh (RAP) model snow totals by 3 PM Monday (Click on image for a larger view.)

 

Predominant Precip by 2 PM—

RAP Model 2 PM PTYPE  (green=rain) (violet=snow)  (Click on image for a larger view.)

 

from earlier Sunday morning..

Monday’s wintry weather is almost within a 24 hour range and it’s worth trying to take a stab at the snow totals.

As mentioned in my previous update, the trend has been for the precipitation to start from west to east about 9:00-11 AM Monday.   

This storm will be vastly different from the several previous  storms—

  •  The models have been consistent with total water falling (QPF) will only be 0.3″ water equivalent or less in the immediate PHL area, in  contrast to much greater amounts in previous storms.
  • The thermal structure of this storm is vastly different.   This storm will have southerly winds at the surface and surface temperatures will be at or above freezing for most of the area once things get going.   (Previous storms had northeasterly or easterly winds at the surface.)
  • In contrast, upper air temperatures will be colder northwest of the city, supporting snow formation but the surface temperatures will go against accumulation.
  • We’re into the final part of February.  The solar angle is higher and “insolation” effects through clouds are more likely to interfere with and cause melting on dark asphalt road surfaces when the precip occurs during the daytime hours.

Whatever starts as snow will mix with or change to rain,  as depicted by this graphic with snow totals, especially in the green shading and south of the magenta line—

Short Range Ensemble Forecast (SREF) precip with precip type.  Any area south of the magenta line (850-1000 mb thickness line) should have be a mix, mostly rain,  by 1 PM. The PTYPE predominant rain is shaded in green.    (Click on image for a larger view.)

 

The latest HRRR shows these snow totals before a mix and change to rain in most areas.  This only shows snow totals.   (Much of the area will eventually become mostly rain, as depicted in the SREF above) —

High Resolution Rapid Refresh (HRRR) snow totals before a change to rain.  These numbers will reduce after the change to rain where rain becomes the dominant precip type.  (Click on image for a larger view.)

 

The Model Blend (NBM) is similar to the above forecast, as is the German ICON model.

 

I’ll update this evening with the latest models.

 

 

UPDATED FORECAST- THURS

Added Thu 12:32 PM — This update falls into the category of “too much information”  but the latest RAP model shows upper temperatures  (as reflected by the 1000-500 mb “thickness” lines -yellow exceeding “540”) and the 800 mb (6000ft temperatures-orange) have exceeded freezing. 

RAP model critical temperatures and 1000-500 mb “thickness” with MRMS radar at 12 noon . (Click on image for a larger view.)

 

The 800mb (orange lines) is above freezing (0.4ºC) now in Philadelphia and just north.   Superimposed is the radar at 12:17 PM with the heaviest precip moving up towards the northeast.

With the back edge of the heavy precip in sight on radar, that should do it for this storm.

 


 

Forecast Updated Thu 11:52 AM — Latest NBM  (National Model Blend) from 10 AM  (it’s run hourly and takes about 1.5 hours to process) shows the transition to a mix occurring right now at noon—

NBM hourly model from 10 AM showing transition occurring now (earlier than RAP and HRRR). Note the position of the 32ºF  wet bulb temperature isotherm (purple line)  which continues to move northward. Wavy white line is 32º surface temperature.  (Click on image for a larger view.)

 

 

 


 

 

Forecast Updated Thu 9:03 AM — Latest HRRR expected additional snow forecast for today.  (Whatever you had at 7 AM, add this amount)—

HRRR additional snowfall through 3 PM Thursday (starting at 7 AM) (My neck of the woods has already had at least 2 inches of the ~6 inches forecast going forward as of 9 AM)   (Click on image for a larger view.)
The change to sleet will occur about 2-3 PM according to this morning's NAM model.

added 9:44 AM— While the NBM model has a precipitation statistics problem, it does have a very useful  average wet bulb temperature parameter which corresponds well to the transition to sleet at 3 PM today—

NBM (12z) “wet bulb temperature” purple line average 610 -40000 meters above ground freezing 32º isotherm at 3 PM. Areas north of the line will be snow, areas south will mix with sleet and rain.  (Click on image for a larger view.)

 


I wanted to get this update out there.  I didn’t bet on the right horse last night (the NAM).   Last night’s forecast was based mostly on the HRRR which was a middle ground between last night’s NAM and the previous afternoon GFS.   When the evening GFS came out near 11 PM with its low QPF, I kept the HRRR forecast  but suggested near PHL it might be an inch or so less.   I went towards the GFS, not the NAM.  

The NAM is run every 6 hours.  The subsequent NAM (06z) was run at 1AM, available about 3 AM.  Here’s the forecast based on that forecast. Maybe I might have used it had I been awake—

NAM (06z) water to snow conversion at 1:12 ratio (Click on image for a larger view.)

 

 

 from the earlier Thurs 7:38 AM update…

So, there’s a lot more snow out there than had been predicted.  Last night’s update at 10:55 PM indicated the forecast might be  in trouble when the  GFS water QPF was 0.4” and the NAM was over 1.0”.  

The QPF is looking closer to that predicted by last night’s  NAM and RAP models.  (I had panned the RAP forecast and when the low QPF GFS came out, I had subtracted from the HRRR instead moving towards the NAM.   “Never ignore the NAM”.).

The precipitation has started earlier than most models had predicted.  The cold temperatures has made the snow ratio closer to 1:15  instead of the usual 1:10 or so.  So we have a trifecta of issues: timing, more QPF and a snow ratio that was too low. 

The 4 AM RAP model has snow falling until 4 PM; the changeover to sleet is delayed.  The new RAP, HRRR and NAM will be available soon.    I’m going to go back and look at the 1AM models and see which, if any, got this right.

THURSDAY SNOW FORECAST

Forecast Updated Thu 7:38 AM —  So, there’s a lot more snow out there than had been predicted.  Last night’s update at 10:55 PM indicated the forecast might be  in trouble when the  GFS water QPF was 0.4” and the NAM was over 1.0”.  

The QPF is looking closer to that predicted by last night’s  NAM and RAP models.  (I had panned the RAP forecast and when the low QPF GFS came out, I had subtracted from the HRRR instead moving towards the NAM.   “Never ignore the NAM”.).

The precipitation has started earlier than most models had predicted.  The cold temperatures has made the snow ratio closer to 1:15  instead of the usual 1:10 or so.  So we have a trifecta of issues: timing, more QPF and a snow ratio that was too low. 

The 4 AM RAP model has snow falling until 4 PM; the changeover to sleet is delayed.  The new RAP, HRRR and NAM will be available soon.    I’m going to go back and look at the 1AM models and see which, if any, got this right.

 


 

Forecast Updated Wed 10:55 PM —  This is turning into a more uncertain forecast.  The GFS just became available.  Its precipitation axis is similar to the RAP below.  Its  QPF is similar to its runs from earlier today which is half of the latest NAM.  In these situations an average of the NAM and GFS sometimes works.  I’m going to continue with the HRRR forecast below but we may need to subtract an inch or so in the immediate Philadephia area. 


Forecast Updated Wed 10:27 PM — After reviewing additional models (HIRESW, SREF) I think the HRRR below is probably the best snow forecast to hang one’s hat on.  It captures many aspects of the NAM —

HRRR 24 hour snow totals  (Click on image for a larger view.)

 

Snow starts about 6-7AM and whatever is falling in the afternoon tapers off beginning 3 PM.  Additional light snow/flurries later and in the evening.

All-important is the GFS model. The GFS model becomes available about 10:43 PM.   I’ll update after reviewing it.

 


Posted earlier Wednesday evening 9:29 PM…

Despite the trend from earlier today for lower snow totals, the latest models have taken a major switch to a colder and snowier forecast.

The axis of heavier precipitation has shifted north and colder temperatures seem to assure that most areas in from around Philadelphia will have a significant snowfall.   The models all seem to have a transition to sleet and freezing rain, but some are having it occur later in the afternoon (3 PM)  instead of the previous 1PM changeover.  QPF values from the NAM model have gone into the 0.75 – 1 inch of water range.

I’ll present the HRRR model graphics, since they capture the change to more snow, similar to the new NAM—

HRRR 24 hour snow totals  (Click on image for a larger view.)

 

I’m not a big fan of the RAP (RAPid Refresh) but its physics are somewhat aligned with the GFS.     The GFS comes out later tonight. Here’s the RAP model forecast.  I think it’s forecasting too much snow.

RAP (Rapid Refresh Model) snow totals   I think these are too high.  (Click on image for a larger view.)

 

Here’s the latest Model Blend (NBM 00z) model. I like the NBM.   Yesterday, it was announced that there’s an error with some of its precipitation algorithms that will be corrected next month.   The NBM blends many models.  However, when there is a shift in the forecast, it can lag the trend.  So I’m just presenting its precipitation type forecast.

NBM Precipitation Type expected at 2 PM  Notice the freezing line is fairly far south at 2 PM. (Click on image for a larger view.)

 

Continued after 9:30 PM as updates above.