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CI
Nowcasting Products
Click product
headers below for detailed descriptions.
Note: Products are experimental and are not to be used
for public research.
Contact us for
further details
Visible
Imagery
IR
Imagery and Band Differencing
Temporal
Trends
(click
image for detail)
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Current
CI Nowcast |
Nowcast
Product Description |
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Red:
Likely Locations for Future CI
Grey: Cirrus |
In order
to provide nowcasts of CI using IR satellite indicators, a scoring
system is developed that incorporates the interest fields described
above as a simple sum of positive indicators for the occurrence of
CI. It is important to restate that each IR-based CI interest field
used in the scoring is related to the physics of cloud growth and glaciation
related to precipitation formation in cumuliform clouds, and thus describes
the time-evolution of the CI process from an IR perspective. A summary
of the criteria incorporated into this scoring system is presented
in the table above, which justifies why eight of the possible 14 IR
information pieces from GOES are used; in essence, redundant information
exists across several of the IR interest fields. For the CI nowcasting
assessments, one point (score) is assigned to each pixel when a CI
interest field criterion is met. Satellite pixels that meet at least
7 of 8 CI criteria have been determined to represent rapidly growing,
immature (non-precipitating) cumulus in a pre-CI state. The underlying
assumption in this nowcasting system is that immature cumulus exhibiting
recent signs of rapid development will continue to evolve into precipitating
convective storms, provided that the cloud has access to sufficient
ABL/elevated moisture source.
A nowcast map of future CI can be produced by combining the eight
CI interest fields from the table above. Pixels that meet at
least seven of the eight criteria as outlined in the table have
been highlighted in red, and provide a forecast of CI over the
following 30-45 mins. A red pixel represents a vertically developing,
newly glaciated cumulus with a cloud-top TB within the 0 to -20º C range (from Roberts and
Rutledge 2003) that meets seven CI criteria. Pixels highlighted in grey
represent mature cumulus that are likely precipitating (cumulonimbus)
or cirrus clouds, and have been omitted from processing. A comparison
of the red pixels to future radar imagery at 2030 and 2100 UTC demonstrates
the algorithm's skill. The CI nowcast product shown above identifies
future development of the primary convective line in region 1. Pixels
identified in western Missouri also evolved into precipitating convective
storms (not shown in radar imagery). Within region 2, the nowcast identifies
future CI in north-central Kansas, as well as weaker convective growth
in southeast Kansas. For this particular case, the nowcast has demonstrated
predictive skill in identifying future CI associated with moving convective
storms at 30-45 min lead times. Accuracies of approximately 70% are obtained
when pixel-by-pixel comparisons are made between the CI nowcast pixels
and radar echoes
>= 30 dBZ in subsequent imagery. It needs to be stated that the underlying
premise of the CI nowcast product is the assumption that linear trends
in cumulus development will continue in the future. As important, the
algorithm identifies locations where the mesoscale convergent forcing
is supporting organized updrafts of sufficient scale to produce precipitation,
and the upscale growth of cumulus clouds.
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