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Polar Hyperspectral data in a Numerical Model at HWT

NOAA’s Hazardous Weather Testbed is an annual evaluation (by National Weather Service forecasters) of experimental satellite-based products that provide useful information during convective weather events. One of the demonstration products this year is a model with initial conditions that have assimilated fused polar hyperspectral soundings from NOAA-20/NOAA-21 and MetOp satellites. The animations... Read More

PHSnMWnABI model output (Composite Reflectivity) from 1500-2200 UTC on 7 June 2023 over west Texas/New Mexico and LightningCast Probability fields (click to enlarge)

NOAA’s Hazardous Weather Testbed is an annual evaluation (by National Weather Service forecasters) of experimental satellite-based products that provide useful information during convective weather events. One of the demonstration products this year is a model with initial conditions that have assimilated fused polar hyperspectral soundings from NOAA-20/NOAA-21 and MetOp satellites. The animations above and below compare the simulated Composite Reflectivity (at hourly intervals from the 1500 UTC model run) with observed LightningCast probabilities (used here as a proxy for convection). In both cases, the Composite Reflectivity grossly captures the evolution and development of convection.

PHSnMWnABI model output (Composite Reflectivity) from 1800-2200 UTC on 7 June 2023 over Idaho/Wyoming and LightningCast Probability fields (click to enlarge)

PHSnMWnABI forecast Composite Reflectivity at 2300 UTC, and 8-h forecast from 1500 UTC on 8 June 2023 (Click to enlarge)

The image above shows a 7-h forecast of Composite Reflectivity over North Dakota, valid at 2300 UTC on 8 June 2023 (Note: your blogger mistakenly saved this one instead of the 6-h forecast at 2200 UTC, but the two were similar). Convection is predicted for an east-west line across the southern part of the state, with convective complexes stretching north and east of the western terminus of the line. Additional convection appears in western Montana, and over northern South Dakota. How does that compare to the observations shown below? The east-west line of observed convection is a bit farther south than predicted. The convective complexes stretching northeastward from the western terminus of that east-west line are a bit farther east than predicted. There is less convection in South Dakota than predicted. (The convection in Montana is not displayed in this particular radar sector, but it’s inferred by the satellite imagery! Overall, the predicted and observed convection match to some extent.

GOES-16 Band 2 Visible (0.64 µm) imagery and Composite Reflectivity, 2200 UTC on 8 June 2023 (Click to enlarge)

The slider below compares a 6-h forecast valid at 1100 UTC on 9 June with the infrared imagery. The PHS model accurately captured the development of the southward-propagating Mesoscale Convective System over southeast South Dakota.

PHSnMWnABI model output are available at this link.

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Eruption of Kilauea

GOES-18 (GOES-West) SO2 RGB, Shortwave Infrared (3.9 µm) and Fire Power derived product images (above) showed the SO2 plume and thermal signature of an eruption of Kilauea that began at 4:44 AM HST or 1444 UTC on 07 June 2023. As of 1451 UTC (only 7 minutes after the onset of the... Read More

GOES-18 SO2 RGB, Shortwave Infrared (3.9 µm) and Fire Power derived product images [click to play animated GIF | MP4]

GOES-18 (GOES-West) SO2 RGB, Shortwave Infrared (3.9 µm) and Fire Power derived product images (above) showed the SO2 plume and thermal signature of an eruption of Kilauea that began at 4:44 AM HST or 1444 UTC on 07 June 2023. As of 1451 UTC (only 7 minutes after the onset of the eruption), the 3.9 µm infrared brightness temperature reached 137.88ºC — which is the saturation temperature of the GOES-18 ABI and 7 detectors — and Fire Power values peaked around 2100 MW (cursor sample). The Fire Power derived product is a component of the GOES Fire Detection and Characterization Algorithm (FDCA).

The thermal signature was also evident in Nighttime Microphysics RGB imagery from the CSPP GeoSphere site — and after sunrise the hazy SO2-rich volcanic plume could be seen in True Color RGB images, drifting southwestward away from Kilauea and the Big Island of Hawai`i.

GOES-18 Nighttime Microphysics RGB and True Color RGB images [click to play MP4 animation]

GOES-18 Ash RGB images created using Geo2Grid (below) showed the SO2-rich volcanic cloud (shades of cyan) as it drifted southwest. According to the Hawaiian Volcano Observatory, a sulfur dioxide (SO2) emission rate of approximately 65,000 tonnes per day was measured between approximately 8 and 9 a.m. local time (1800-1900 UTC).

GOES-18 Ash RGB images [click to play animated GIF | MP4]

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When two JPSS satellites are necessary

A recent blog post detailed a heavy rain event over the Kona section of Hawai’i, and the rain occurred several hours after NOAA-20 overpasses that included an unfortunately-placed data gap that included the Big Island of Hawai’i. Thick clouds over the region meant geostationary satellites could not provide information about the thermodynamics surrounding Hawai’i. The image below shows the early morning NOAA-20 orbits on this day. The pass just after 1100 UTC was far... Read More

NOAA-20 MIRS estimates of Total Precipitable Water (mm) at 1107 and 1249 UTC on 19 May 2023 (Click to enlarge)

A recent blog post detailed a heavy rain event over the Kona section of Hawai’i, and the rain occurred several hours after NOAA-20 overpasses that included an unfortunately-placed data gap that included the Big Island of Hawai’i. Thick clouds over the region meant geostationary satellites could not provide information about the thermodynamics surrounding Hawai’i. The image below shows the early morning NOAA-20 orbits on this day. The pass just after 1100 UTC was far to the east of Hawai’i, and the pass before 1300 UTC was too far to the west to give good coverage over Hawai’i. The toggle above shows MIRS (that is, from microwave data) TPW values from NOAA-20 at the two times, downloaded from the NODD (NOAA-20 MIRS data are here; Suomi NPP are here) and processed with Polar2Grid to create imagery. Data over Kona is from the limb view and as such will have very poor resolution. However, of note (considering the development of convection over Kona between 1500 and 1600 UTC) is the maximum in TPW — orange values in the enhancement — west of Hawai’i and south of Oahu. How might that have evolved with time?

NOAA-20 orbits near Hawai’i on 19 May 2023 (Click to enlarge)

Suomi NPP and NOAA-20 orbits are such that they are half an orbit apart, so on this date Suomi NPP overflew Kona at 1150 UTC, giving a high resolution microwave view of Kona at a time in between the two NOAA-20 overpasses.

The single image TPW field from Suomi NPP, below, from 1152 UTC, shows some interesting features that might have influenced the line of convection that developed over Kona (the western portion of the big Island of Hawai’i). Note in particular the higher TPW values with a maximum extending south of the Big Island (highlighted by the arrow below), and a general maximum in TPW exists from that line westward to the maximum that is south of Oahu and west of Hawai’i (circled in the toggle below).

MIRS Total Precipitable Water, 1152 UTC on 19 May 2023; maxima in TPW as mentioned in the text highlighted (Click to enlarge)

The three individual scenes of microwave-derived TPW are shown below. The multiple views at 1152 (Suomi NPP) and 1249 UTC (NOAA-20), in particular, allow a user to view moisture moving towards the Big Island of Hawai’i.

MIRS Total Precipitable Water (TPW) from NOAA-20 and NPP, from 1107 (left), 1152 (center) and 1249 (right) UTC (Click to enlarge)

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Canadian wildfire smoke dips into United States again

The Canadian wildfire season has been off to an early start since the beginning of May, impacting air quality in parts of the United States since mid-May. Now, smoke from Quebec fires is back and affecting areas of the U.S. again, transporting as... Read More

The Canadian wildfire season has been off to an early start since the beginning of May, impacting air quality in parts of the United States since mid-May. Now, smoke from Quebec fires is back and affecting areas of the U.S. again, transporting as far south as Tennessee and Missouri. Air quality alerts have been issued across the Great Lakes area, including most of Wisconsin northern New York, as well as parts of Minnesota and Illinois.

The Canadian Wildland Fire Information System provides maps of recent fire data, including active fires and affected area estimates.

Active Canadian fire areas in hectares (Ha) from June 5, 2023. Canada’s Natural Resources Department offers maps of recent fire data.

The CSPP Geosphere site offers quick and accessible true-color images of the wildfire smoke.

Two hours of GOES-16 ABI true color imagery, displayed using CSPP Geosphere. The animation shows data on 2023-06-05, from 10:00 to 11:50 CDT, every ten minutes.

You can also combine fire scenes and true-color imagery using RealEarth, which allows you to display more than one data product simultaneously. RealEarth also archives a few days of data (depending on the product), so users can create animations over more than one day.

Two days of GOES-16 ABI true color imagery overlayed with GOES-16 Fire Scene Detection displayed in RealEarth. The animation shows data from 2023-06-03 at 1700Z to 2023-06-05 at 1700Z, every two hours. (Note: the missing Fire Scene Detection data on 2023-06-05 from 0700Z to 1500Z is likely due to an error in the data, not the fires disappearing.)

The 2023 fire season has only just begun in North America, and dry conditions are the primary reason for these early season Canadian wildfires.

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