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Convection initiation (top)
Stanley Trier and Ahijevych
continued research to determine how information from the Rapid
Update Cycle-II (RUC-II) analyses and forecasts can be used
to assess the potential for development, growth or dissipation
of organized deep convection over 0-2 h. An objective algorithm
was developed that determines the depth of thermodynamically
unstable conditions over locations in the eastern two-thirds
of the United States, using a combination of 1-h RUC forecasts
and extrapolated analyses. Fuzzy logic is used to incorporate
information into the algorithm on other RUC-derived environmental
thermodynamic and kinematic parameters that are important
to convective initiation and evolution including vertical
wind shear, relative humidity, and differential advections.
In particular, these additional parameters guide the modification
of the threshold values of CAPE (convective available potential
energy) and CIN (convective inhibition) favorable to support
convection in differing meteorological situations.
Trier and Ahijevych
collaborated with Cindy Mueller, Dan Megenhardt, and Nancy
Rehak (each of NCAR/RAP) to implement the experimental algorithm
in real time (August 2002). Preliminary evaluation of algorithm
performance has indicated that the "depth of instability"
diagnostic is particularly effective in nowcasting growth
or decay of mesoscale convective systems that often occur
from after dark, until slightly after sunrise, over the central
United States. This has important practical implications for
routing of commercial air traffic.
Convective evolution in complex
mesoscale environments (top)
Related website: http://www.mmm.ucar.edu/bamex/science.html
Tuttle and Carbone
completed a study of a long-lived convective episode
(duration of 50 hours and span of over 2800 km) that occurred
over the central U.S. in mid-July 1998. The event consisted
of two mesoscale convective systems (MCSs). The initial weaker
MCS traveled eastward across the upper plains states (Fig.
2) into northern Minnesota, where it decayed. Interactions
between the cold pool of the decaying system, and a strong
moist southerly flow, led to the generation of an intense
MCS that traveled south. The investigators found that favorable
cold pool, low-level wind shear interactions were largely
responsible for the longevity of these systems. Figure 3 depicts
the radar reflectivity evolution in a time-longitude plot
(Hovmoller) where data have been averaged in the latitudinal
direction. Figures 4 and 5 repeat the contours of reflectivity
superimposed on Hovmollers of the surface moisture (mixing
ratio) and the low-level wind shear (over a 2.5 km depth).
The important thing to note is that the second MCS traveled
mostly to the east side of the moisture plume (Fig. 4), but
followed the core of strong southerly shear almost perfectly.
Even though the air was very unstable on the west side of
the moist plume (CAPE as high as 4000), the shear vector was
weak and of the wrong orientation to initiate or maintain
convection. High moisture and instability, alone, were not
enough to ensure the longevity of this system.
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| Figure 2. Swath
of radar reflectivity for July 14-15, 1998. Swath is created
by plotting reflectivity data at one-hour intervals. The
first MCS initiated over southwestern Montana around 21:00
Z on July 13 and traveled eastward across Montana, North
Dakota and into northern Minnesota. Second MCS formed
from the cold pool of the first system and traveled southward
through Minnesota, Iowa and Kansas. |
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| Figure 3. Hovmoller
depiction of radar reflectivity where data have been average
in the latitudinal direction. The first MCS enters the
domain at 0:00 Z on July 14 at -110 deg longitude and
dissipates at 2:00 Z on July 15 at -87 deg. Second MCS
can be seen forming at 18:00 Z on July 14 at -95 deg.
and decaying at 20:00 Z on July 15 at -98 deg. |
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| Figure 4. Hovmoller
depiction of reflectivity (contours) superimposed on low-level
mixing ratio taken from 3-hourly RUC analyses. Note plume
of moisture centered on -97 deg (between 12:00 July 14
and 12:00 July 15) and that the second MCS stayed mostly
on the east side of the plume. |
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| Figure 5. Hovmoller
depiction of reflectivity (color contours) superimposed
on low-level wind shear vectors (shear calculated over
the lowest 2.5 km of the RUC analyses). North is taken
toward the top of the page in the usual sense. Note that
the second MCS followed the core of strong southerly shear
almost perfectly. |
Davis continued to lead
the coordination of the Bow Echo and MCV Experiment (BAMEX),
now scheduled for May 20 - July 6, 2003. BAMEX is a collaboration
among principal investigators at NCAR, NSSL, NWS and several
universities (e.g., University of California Los Angeles,
University of Oklahoma, St. Louis University, Texas A&M
University, Pennsylvania State University, Colorado State
University and University of Alabama). The goals of this experiment
are (1) to obtain kinematic and thermodynamic documentation
of the development of system-scale circulation features behind
the leading convective line in maturing and decaying MCSs;
(2) to understand mechanisms of convective regeneration near
mesoscale convective vortices (MCVs) and the dynamics of MCV
intensification that appear critical for multi-day events;
(3) to understand the cause of damaging surface winds in bow
echoes; and, (4) to assess predictability of long-lived MCSs
and their effects on weather. The planned observing facilities
include two Doppler P-3s, a dropsonde aircraft and a movable
ground-based observing system consisting of two Doppler radars,
a wind profiler, an acoustic sounder radiometer, a mesonet,
and soundings.
Orographic effects
(top)
Rotunno and Rosella Ferretti
(University of L'Aquila, Italy) analyzed data from the Mesoscale
Alpine Programme (MAP) and conducted companion numerical simulations
of two MAP cases that behaved very differently, in spite of
the fact that their respective forecasts were similar. Their
analysis suggests that the most important difference between
the two cases was the presence of a cold stable air mass in
the Po Valley in Intensive Observation Period 8 (IOP8). This
persisted through the period in which the large-scale moist
tongue was progressing eastward and prevented the most humid
air from reaching the Lago Maggiore-Toce Area (LMTA). They
also found that the greater rainfall in the LMTA in IOP2B
was augmented by the development of conditional instability
(with associated convective rain), due to the effect of the
Alps on the eastward passage of the moist tongue; in IOP8
the atmosphere remained locally stable throughout the period.
Long time scale dynamics of
mesoscale convective systems
(top)
Powers and Davis
completed a publication summarizing the analysis of a cloud-resolving,
large-domain simulation of the development of Tropical Storm
Diana (1984), given only synoptic-scale features in the initial
condition. The simulation was performed using the MM5 model
on a single domain of 1.2-km grid spacing, and dimensions
of 1000x1060x37, run on 552 processors of SCD's IBM SP. The
simulation revealed that the mesoscale vortex responsible
for the incipient tropical storm formed within a large MCS
that developed where synoptic-scale ascent in the lower troposphere
maximally destabilized the thermodynamic environment. The
remnant vortex organized convection on a time-scale fast enough
to compensate for the deleterious effects of the vertical
wind shear in which it was embedded. As the convection became
more widespread, the shear over the center weakened. As the
tropospheric shear decreased to only 2-3 m s-1, a period of
rapid intensification and scale contraction ensued as the
simulated vortex became a strong tropical storm.
Davis and Lance Bosart
(State University of New York, Albany) examined the formation
of several tropical cyclones during the 2000 and 2001 Atlantic
hurricane seasons, concentrating on late season storms forming
poleward of 20oN. All ten such storms featured a baroclinic
precursor, generally a sub-synoptic-scale trough that had
extruded deep into the subtropics and initiated cyclogenesis,
albeit very weak in some cases, along a remnant frontal boundary.
In all developing cases, the vertical shear was initially
near, or larger than, the empirical threshold for tropical
cyclogenesis; in all cases, the shear decreased markedly prior
to the formation of a tropical storm. Davis
and Bosart hypothesized that in weakly baroclinic cases, the
pre-existing disturbance focused convection that subsequently
produced a mesoscale vortex capable of self-amplification,
similar to Diana (1984). In stronger cases, frontal cyclogenesis
provided the initial disturbance capable of self-amplification,
through air-sea interaction. Through a detailed modeling study
of Hurricane Michael (2000), it was concluded that diabatic
transport and redistribution of potential vorticity in the
early convection was responsible for the rapid decrease of
vertical wind shear over the nascent storm center (Fig. 6).
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| Figure 6. Infra-red
satellite images of the frontal cyclone preceding Michael
(left, 1200 UTC 15 October, 2000) and Michael itself (1200
UTC 17 October, 2000). |
During the past year, Melvyn
Shapiro, long-term visitor from NOAA/Environmental
Technology Laboratory, studied initial condition sensitivity
and error growth in forecasts of the 25 January 2000 East
Coast snowstorm. This is one of the first studies to demonstrate
that regions of forecast sensitivity to initial- condition
(analysis) errors propagate with the group velocity of expanding
Rossby-wave packets. Work also included the assimilation of
Total Ozone Mapping Spectrometer (TOMS) total ozone for improved
prediction of extratropical weather systems. This collaborative
effort with Kun-il Jang, Xiaolei Zou and Qiang Zhao (all Florida
State University) and Arlin Kruger (NOAA/Goddard Space Flight
Center) presents a method and results of incorporating TOMS
satellite observations of total columnar ozone into the data
assimilation and prediction of extratropical cyclones. Results
suggest that the assimilation of satellite measurements of
ozone can improve the skill of operational weather forecasts.
Shapiro also conducted
studies on large-amplitude gravity-waves breaking over the
Greenland lee, and the subsequent formation of downstream
synoptic-scale tropopause folding and stratospheric-tropospheric
exchange. The most important findings in this study are: 1)
the major influence of large-amplitude topographic gravity
waves in the development of downstream tropopause basal jet
streams and subsequent explosive lee cyclone development;
2) the topographic excitation of Rossby-wave packets by Greenland
and their effect on forecast skill over Europe and North Africa
on 24-72-h time scales; and, 3) the role of topographic gravity
waves in the exchange of air and trace constituents between
the stratosphere and troposphere.
Cloud microphysics and precipitation
(top)
Some of the most severe weather events nationwide are commonly
associated with individual storms, whether isolated or within
much larger convective systems. The incomplete representation
of precipitation physics, especially the ice phase, remains
a significant impediment to improving the quantitative forecast
of warm-season precipitation. Critical components of these
forecast problems include a limited understanding of the many
processes that control the precipitation output, as well as
the inability of current microphysical parameterization schemes
used in numerical models to reproduce the observed range of
precipitation characteristics and important details about
the lifecycles of convection.
Morris Weisman and Jay
Miller continued their comparison of WRF model simulations
of storms with those observed during the Severe Thunderstorm
Electrification and Precipitation Study (STEPS) field campaign,
conducted near Goodland Kansas in May-July 2000. Two storms
in particular, July 5 (Fig. 7) and June 29 (Fig. 8), cover
the broad spectrum of Low-Classic-High Precipitation supercell
storms and present the opportunity to improve the understanding
of precipitation processes and their impact on storm lifecycle.
The most basic observed features such as overall storm orientation
and movement, as well as rotating updrafts, are reasonably
well modeled. However, there are deficiencies apparent in
the WRF model representation of precipitation processes that
prevent it from replicating the simplest of observed features,
such as bounded weak echo regions (BWERs).
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| Figure 7. Horizontal
sections of (top) radar reflectivity in dBZ, (bottom)
updraft in m/s with overlaid horizontal wind vectors at
mid-levels for the STEPS-2000, June 29 case. The observed
and WRF-simulated structures are shown on the left and
right sides, respectively. |
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| Figure 8. As
Fig. 7, except June 29, STEPS-2000 case. |
Charles Knight
commenced a systematic analysis of the STEPS radar data, examining
the first echo development in the cumulus clouds with the
special purpose of finding what the multiparameter data from
S-band Dual Polarization Doppler Radar (S-Pol) might reveal
about the first formation of precipitation in this continental
area. (This kind of investigation had only previously been
conducted in Florida, with a much more prominent warm rain
process.) The analysis is not yet complete, but several instances
of positive ZDR columns have been found, briefly accompanying
the very first development of radar echo from precipitation.
These exist only briefly, presumably because they are composed
of supercooled raindrops in very low concentrations, that
freeze soon and cease producing the positive ZDR signal.
Knight is analyzing the
case of 23 June, 2000 from STEPS with William Hall, Miller,
and Andy Detwiler (South Dakota School of Mines and Technology).
Penetrative convection develops within preexisting anvil precipitation
(which might also be described as a stratiform region of cloud
that starts as anvils). The two interests are the unusual
microphysics of precipitation growth (within a convective
cloud that develops within a preexisting field of ice crystals),
and the origin of the instability. One hypothesis for the
instability is mid-level cooling caused by evaporation of
the anvil precipitation. The multi-parameter radar data clearly
show that most of the precipitation growth in the new convective
elements is by riming, presumably of the preexisting ice crystals;
but the ZDR data also suggest that water drops are raised
from below the melting level and grow by coalescence, while
ascending. Figure 9 shows dBZ, radial velocity, ZDR, and LDR
in a vertical slice, through a very early stage of one of
the convective elements.
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| Figure 9. A
vertical slice, from SPol radar data, of reflectivity
factor (dBZ, upper left), radial velocity (m s-1, upper
right), ZDR (dB, lower left) and LDR (dB, lower right)
through a convective element in an early stage, forming
within anvil precipitation. The crosses show a 5 km grid,
with the origin at the SPol radar (1.1km MSL). The melting
level is at about 3km MSL but is not uniform, responding
to the convective motions, also shown in the radial velocity
field. Note the enhanced radar echo at 20-25 km range,
about 4-6 km height: and the slightly negative ZDR associated
with it, both of which are interpreted as a result of
riming, probably on preexisting ice in the anvil precipitation.
The ZDR within the anvil precipitation is about 0 dB (equidimensional
ice) above the melting level and about 0.5 dB (drizzle
with drops a little less than 1 mm in diameter) below. |
NCAR investigators Andrew
Heymsfield and Aaron Bansemer
worked together with investigators Michael Poellot (University
of North Dakota), Cynthia Twohy (Oregon State University),
and Hermann Gerber (Gerber Scientific Corp.) in the Cirrus
Regional Study of Tropical Anvils and Cirrus Layers Florida
Area Cirrus Experiment (CRYSTAL FACE) project during July
2002. Their goal was to study the properties of ice cloud
layers in Florida using aircraft measurements. Direct measurements
of the condensed (liquid + ice) water content and extinction
by instruments developed by these investigators represent
some of the first direct measurements of these properties
in clouds formed in association with deep convection.
On July 26, the UND Citation aircraft spiraled downwards
from above to below the melting layer of a deep cloud layer,
measuring the condensed water content directly (Fig. 10).
These observations will be used to develop more reliable models
of the complex microphysical processes operative within the
melting layer, to evaluate how passive microwave remote sensors
are influenced by the ice particle melting, and to develop
algorithms to retrieve microphysical properties in the melting
layer from radars. It will also be possible, for the first
time, to directly calculate ice particle melting rates and
the associated cooling of the air within the melting layer.
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| Figure 10.
On July 26, the UND Citation aircraft spiraled downwards
from above to below the melting layer of a deep cloud
layer, measuring the condensed water content directly. |
Heymsfield and Bansemer,
together with Twohy (Oregon State University) and Kevin Noone
(Stockholm University, Sweden) have been investigating cloud
particle data collected by airborne probes during the 4th
Convection and Moisture Experiment (CAMEX-4) during the summer
of 2001. Their research focused on a 3-day series of flights
through Hurricane Humberto, one of the very few times that
microphysical data has been collected in the upper regions
of a hurricane. Horizontal flights through the center of the
hurricane (Fig. 11) reveal many small particles (high concentrations
in red, sizes along y axis) in the eyewalls, and larger, lower
concentrations of particles farther from the storm center.
They also show regions of enhanced ice particle aggregation
in the outer rainbands. Heymsfield and collaborators are using
this data to better understand the aggregation process at
colder temperatures, and to document the microphysical characteristics
of such storms in order to increase the use of detailed microphysics
in hurricane models.
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| Figure 11.
Andy Heymsfield and Aaron Bansemer, together with Cynthia
Twohy of Oregon State University and Kevin Noone of Stockholm
University have been investigating cloud particle data
collected by airborne probes during the 4th Convection
and Moisture Experiment (CAMEX-4) in the summer of 2001.
Their research focuses on a 3-day series of flights through
Hurricane Humberto, one of the very few times that microphysical
data has been collected in the upper regions of a hurricane.
Horizontal flights through the center of the hurricane
(see figure) reveal many small particles (high concentrations
in red, sizes along y axis) in the eyewalls, larger, lower
concentrations of particles farther from the storm center,
and regions of enhanced ice particle aggregation in the
outer rainbands. They are using this data to better understand
the aggregation process at colder temperatures and to
document the microphysical characteristics of such storms
to increase the use of detailed microphysics in hurricane
models. |
Knight analyzed
data on the time-dependence of nucleation of ice from water
by AgI as a function of supercooling, published by Vonnegut
and Baldwin (1984, J. Climate and App. Met. 486-490) in terms
of the classical theory of heterogeneous nucleation. The dependence
of nucleation rate upon supercooling appears to be much too
small to be explained by the theory, however, further examination
of the possibilities will be carried out.
Knight has constructed
a new ice single-crystal hemisphere-growing device, to be
used in the laboratory for studies of ice growth from pure
water and from solutions, particularly of the biological antifreezes.
The ice is grown from a single-crystal seed at the end of
a cold finger, from water or solution, at a controlled temperature.
With the solution temperature controlled at a few tenths of
a degree C above freezing, and the cold finger a few tenths
below, the ice hemisphere (several cm in diameter) grows with
a very shallow temperature gradient across its interface,
and its shape is very sensitive to differences in interfacial
structure and growth mechanism. Large basal facets have been
produced from pure water in this way, but the technique has
yet to be applied to the effect of solutes on ice growth.
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