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Combining GOES-R and NUCAPS TPW fields in AWIPS

Total Precipitable Water is a Level 2 Derived Product created from ABI (and ancillary) data (link to information on this product) The image above shows the product at 1900 UTC on 24 February 2022. It is immediately apparent that cloudy regions have no data! There are ways to fill in those gaps at different times... Read More

GOES-16 Total Precipitable Water, 1900 UTC on 24 February 2022 (Click to enlarge)

Total Precipitable Water is a Level 2 Derived Product created from ABI (and ancillary) data (link to information on this product) The image above shows the product at 1900 UTC on 24 February 2022. It is immediately apparent that cloudy regions have no data! There are ways to fill in those gaps at different times of day.

NUCAPS thermodynamic profiles in AWIPS are derived from data from the CrIS (Cross-track Infrared Sounder) and ATMS (Advanced Technology Microwave Sounder) instruments on board NOAA-20. That thermodynamic data can be used to create fields of Total Precipitable Water, as shown below. Of course, the NUCAPS swath is limited geographically to the width of the CrIS and ATMS swaths, but values are created in clear and cloudy regions. Note that in AWIPS (which display system was used to create the imagery in this blog post) the gridded NUCAPS field has a different default color enhancement than what is shown below; create an AWIPS Procedure to load and enhance the swath with the same GOES-R enhancement used as a default in the image above.

Gridded NUCAPS estimates of Total Precipitable Water, 1900 UTC on 24 February 2022 (click to enlarge)

If you combine both the GOES-R TPW estimates with NUCAPS estimates at the same time, you will get enhanced coverage in regions where interesting weather might be happening (near gradients in TPW, for example) beneath cloud cover. NOAA-20 NUCAPS swaths occur every 90 minutes in the afternoon. moving east to west across the CONUS. Thus, at 1730 UTC, a NUCAPS TPW swath was available over the eastern part of the United States, and it could be combined with GOES-R values at that time, as shown at bottom. At 2030 UTC, a swath along the west coast (not showed) occurred. A similar set of swaths will occur east-to-west between about 0530 UTC and 1000 UTC in the morning.

GOES-16 and NUCAPS Total Precipitable Water, 1900 UTC 24 February 2022 (click to enlarge)
GOES-16 and NUCAPS Total Precipitable Water, 1730 UTC 24 February 2022 (click to enlarge)

AWIPS users can create a procedure to load gridded TPW fields in conjunction with GOES-R TPW fields, and use them as needed. AWIPS imagery in this blog post was created using the NOAA/NESDIS TOWR-S AWIPS Cloud Instance.

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True- and False-color imagery over the Great Lakes

VIIRS True-Color (above) and False-Color (below) imagery (available as an LDM pull from CIMSS) over the western Great Lakes at 1753 UTC (NOAA-20), 1844 UTC (Suomi-NPP) and 1937 UTC (NOAA-20, again) show the recent expansion of late-winter snowcover into southern Wisconsin and northern Iowa. Additionally, ice over the lake (more... Read More

VIIRS True-Color imagery over the western Great Lakes, 1753, 1844 and 1937 UTC on 23 February (Click to enlarge)

VIIRS True-Color (above) and False-Color (below) imagery (available as an LDM pull from CIMSS) over the western Great Lakes at 1753 UTC (NOAA-20), 1844 UTC (Suomi-NPP) and 1937 UTC (NOAA-20, again) show the recent expansion of late-winter snowcover into southern Wisconsin and northern Iowa. Additionally, ice over the lake (more easily differentiated from clouds in False-Color imagery because the use of the 2.25 µm band in the ‘red’ component of that RGB means that ice/snow acquire a cyan or blue coloring, whereas non-glaciated clouds are white) is apparent, especially near the shoreline.

VIIRS False-Color imagery over the western Great Lakes, 1753, 1844 and 1937 UTC on 23 February (Click to enlarge)

True Color imagery exploits the presence of the 0.55 µm band (A true ‘green’ band) on VIIRS. Thus, relationships between red, blue and ‘veggie’ bands are not needed for the creation of a simulated green band to make a true color imagery.


VIIRS True- and False-color imagery is also available at the VIIRS Today website.

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Lake effect snow in Kansas

VIIRS True Color and False Color RGB images from Suomi-NPP and NOAA-20 (above) revealed narrow swaths of lake effect snow cover — which appeared as shades of cyan in the False Color images — downwind of Milford Lake (located NW of Junction City) and Turtle Creek Lake (located NNW of... Read More

VIIRS True Color and False Color RGB images from Suomi-NPP and NOAA-20 [click to enlarge]

VIIRS True Color and False Color RGB images from Suomi-NPP and NOAA-20 (above) revealed narrow swaths of lake effect snow cover — which appeared as shades of cyan in the False Color images — downwind of Milford Lake (located NW of Junction City) and Turtle Creek Lake (located NNW of Manhattan) in northeastern Kansas on 22 February 2022.

A sequence of Tulsa radar 0.5-degree base reflectivity images at 30-minute intervals (from 0700-1800 UTC) showed the lake effect bands streaming southeastward from those 2 lakes — followed by a toggle between Suomi-NPP VIIRS True Color and False Color RGB images at 1903 UTC (below). A northwesterly flow of cold arctic air (in the teens to single digits F) across the still-unfrozen water of the lakes picked up enough moisture to create narrow cloud bands that produced the accumulating snowfall.

Radar reflectivity (0700-1800 UTC) + Suomi-NPP VIIRS True Color and False Color RGB images at 1903 UTC [click to play animated GIF | MP4]

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Using NUCAPS data to anticipate freezing rain/ice pellets

NUCAPS profiles from NOAA-20 provide a widespread swath of thermodynamic information that occurs (over CONUS) when normal radiosondes are not available (for example, around 1800 UTC as above). In addition, NUCAPS provides information in regions away from the sparse radiosonde network. The image above shows NUCAPS sounding availability points over... Read More

GOES-16 Day Cloud Phase Distinction RGB, 1816 UTC on 21 February 2022, and NUCAPS Sounding Availability points at the same nominal time (Click to enlarge)

NUCAPS profiles from NOAA-20 provide a widespread swath of thermodynamic information that occurs (over CONUS) when normal radiosondes are not available (for example, around 1800 UTC as above). In addition, NUCAPS provides information in regions away from the sparse radiosonde network. The image above shows NUCAPS sounding availability points over Wisconsin; southern Wisconsin is forecast to receive freezing rain and ice pellets overnight. What do NUCAPS soundings, and gridded NUCAPS fields show?

Gridded NUCAPS temperature fields (at 850 mb and 925 mb) are shown below. The color enhancement has been altered so that values around the melting point (0o C) are black. The NUCAPS fields are capably capturing the strength and location of the low-level inversion: note how much farther north the warm air is at 850 mb compared to 925 mb! This information might be useful is diagnosing regions most at risk to accumulating freezing rain. (One might look at gridded dewpoint depressions fields as well to determine where evaporative cooling might occur).

Gridded NUCAPS Temperature fields, 850 and 925 mb, 1830 UTC on 21 February, along with surface METARs. (Click to enlarge)

And individual NUCAPS profile near 43 N, 89 W, shown below, shows a very strong surface inversion.

NUCAPS profiles at 43.28o N, 89.23o W (i.e., over northeastern Dane County in Wisconsin) at 1839 UTC (Click to enlarge)

How does the NUCAPS profiles compare with a forecast profile? The GFS 6-h forecast profile, taken from the tropicaltidbits website, shows that NUCAPS is viewing a somewhat dryer airmass than is present within the model. NUCAPS profiles give information about moisture that might be missing (or mis-timed) in numerical model output. The horizontal extent of the dry air in NUCAPS is large, as shown in the gridded NUCAPS 850-500 mb layer relative humidity analysis shown at bottom.

GFS vertical profile at 1800 UTC 21 February 2022 (6-h forecast) at 43.2 N, 89.2 W (Click to enlarge)
Gridded NUCAPS Relative Humidity, 850-500 mb layer, 1830 UTC on 21 February 2022 (Click to enlarge)

Added, 22 February 2022, 2:22 PM: NUCAPS provided another view of the thermodynamics over southern Wisconsin after noon, as shown below. Thick clouds over eastern Wisconsin prevented the retrieval from converging to a solution there (hence the red points), but three green points near/over eastern Dane County provided useful information. The sounding on the Dane County/Jefferson County border at 43o N, 89o W (shown here) continued to show warm air aloft that would allow for continued freezing rain/drizzle.

Day Cloud Phase Distinction and NUCAPS Sounding Availability Plots, 1757 UTC on 22 February 2022 (Click to enlarge)

What did the gridded NUCAPS Temperature field at 850 mb look like? As shown below, it continues to show a warm tongue into southern Wisconsin; however, caution in interpreting this field is warranted. Many of the points that were used to create the field were from ‘yellow’ retrievals (i.e., microwave retrievals that might be unable to resolve a low-level inversion) and ‘red’ retrievals. Thus the gridded field might not represent the true values there.

Gridded 850-mb NUCAPS Temperature field, 1800 UTC on 22 February 2022 (Click to enlarge). The color table as been altered so values around the melting point of ice (0o C) are in black.

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