Goal: To advance basic knowledge of precipitating convective systems, with emphasis on up- and down-scale interactions between convection and other modes of atmospheric motion, for improving weather prediction and climate models.
Quantifying precipitating convective systems and their underlying scale interactions
is a multi-faceted problem, one which provides exciting research challenges
with a need for integration across a range of disciplines and other programs.
We define the phrase “precipitating convective systems” as referring
to the coupled physics of precipitating convection, boundary layer turbulence,
surface exchange, cloud-microphysics and cloud-radiative interaction, all
of which are interacting with large-scale dynamics. MMM’s traditional
strengths are in these physical and dynamical disciplines. Better knowledge
of such coupled physics will enable us to better tackle important characteristics
of the atmospheric water cycle, the atmospheric convective-radiative-dynamical
equilibrium, and the optimal ways of improving 2-way coupling between regional
and global weather and climate models.
A unifying concept, to which MMM is well poised to contribute, involves the
scale interaction between organized precipitating convection and the large-scale
environment. Our planned activities include representing convection explicitly
using numerical cloud-system models run at adequately fine resolution over
large domains, observational analysis, theory, and other modeling/analysis
frameworks. This is well suited for collaboration with other divisions and
laboratories. For example, the general theme of convection and scale interactions
with an emphasis on tropical convection, and the subsequent downstream generation
of high impact weather events through Rossby wave trains and other disturbances,
has been proposed as an area of scientific focus for NCAR’s involvement
in the THORPEX program. In addition, aspects of this work are well suited
for collaborations with NOAA and the university community and with existing
efforts with the Water-cycle Across Scales Program in TIMES (The Institute
for Multidisciplinary Earth Studies).
Observed and numerically simulated Hovmoller diagrams of tropical superclusters
(left), together with the vertical structure in the simulated system and
the schematic of the dynamical model from Moncrieff.
Click for larger image. Observed and numerically simulated Hovmoller diagrams of tropical superclusters (left), together with the vertical structure in the simulated system and the schematic of the dynamical model from Moncrieff.
Our research in precipitating convective cloud systems and scale interaction will thus focus on four major strategic efforts:
Much of this work has been defined as a priority by the GEWEX Cloud Systems
Study (GCSS) under the Global Energy and Water cycle Experiment (GEWEX)
of the World Meteorological Organization (WMO). MMM scientists maintain
leading
roles in this major international effort.
Inadequate knowledge of tropical intraseasonal variability is recognized
as a major impediment to skillful seasonal prediction. For example the
lack of skill in forecasting the Madden Julian Oscillation (MJO) and other
sources
of persistent convection in the tropics is a major impediment to medium
range forecasting over much of the globe. Our large-scale tropical convection
research
will focus on tropical intraseasonal variability, as an extension to ongoing
work on the MJO. Of particular interest is the role of the MJO in monsoon
breaks and the related high impact on precipitation in the deep tropics.
Understanding tropical cyclone formation is of importance for both medium
and seasonal forecasting and for improved assessment of potential climatic
changes to tropical cyclone occurrence. Current work on tropical cyclogenesis
indicates a substantial role for interaction across all scales. Of particular
interest is the manner in which Rossby waves in the equatorial duct, such
as the ubiquitous easterly waves of the North Atlantic, may respond to
varying larger-scale atmospheric flow to produce a downscale focus of cyclonic
vorticity,
which, in turn, supports the organization of moist convection and associated
mesoscale interactions that have been observed to lead to cyclogenesis.
Other areas of interest include the manner in which impinging mid-latitude
systems
can enhance or reduce cyclogenesis potential and the role of the dry Saharan
air in effecting hurricane genesis, intensity and structure. Our tropical
cyclogenesis research will be addressed through high-resolution numerical
modeling and field programs. Attention will be given to the genesis of
Atlantic hurricanes, which may include a field and research campaign in
association
with the African Monsoon Multi-disciplinary Analysis (AMMA) program, called
ASHE (AMMA Seedling Hurricane Experiment).
Our third strategic effort addresses the need for improved prediction of
warm-season precipitation over mid-latitude continents, where models have
vexingly poor skill. Although in some aspects mid-latitude convection is
similar to tropical convection, differences arise through the degree to
which the convection can directly change the balanced flow and the nature
of surface
forcing. Focal areas of research are to quantify the role of upper-tropospheric
disturbances, diurnal phasing and the interaction among convective systems.
We will interact with investigators from the outside community and other
NCAR divisions and laboratories in this strategic effort, particularly
through the Water-cycle Across Scales Program in TIMES.
Click for larger image. Comparison of normalized diurnal frequency diagrams of hourly, latitudinally averaged (30-48 N) precipitation greater than 0.1 mm/h during 3-10 July 2003 derived from (a) stage IV rainfall observations, (b) the 4-km WRF simulation that used explicit deep convection, and (c) the 22-km WRF simulation that used a cumulus parameterization.
Our fourth effort on the ways in which tropical convection affects mid-latitude
weather through planetary wave teleconnection and wave-mean flow interaction
interlinks the first and third efforts above. Research will focus on the
genesis and life-cycle of the MJO (winter and summer), the related generation
of planetary waves and gravity waves by large-scale tropical convection,
and planetary wave teleconnection and shortwave excitation in the context
of warm-season convection over North America and eastern Asia. The global
modeling and analysis expertise of CGD will be an important contribution
to furthering this research area.
Our research into the scale interactions accompanying precipitating convective
systems is an integrating factor for other research relevant to this area,
including: cloud microphysics, planetary boundary layers, and numerical
weather prediction in the 0-48 hr timeframe. The cloud system science we
address
is relevant to current regional scale models of weather and climate, and
especially to the manner in which 2-way scale interactions must be incorporated
across the nesting boundaries to adequately represent the full physical
processes. In this context, the research will contribute to the development
of the WRF
and nested climate models in MMM. Our work is also relevant to next-generation
global numerical prediction models where the grid resolution will be approaching
10 km over the next five years.
Potential collaborations across NCAR include: improved understanding of
vertically propagating gravity waves, which is of considerable importance
to the general
circulation of the upper stratosphere and mesosphere (HAO); and the explicit
approach to scale interactions and convection opening up new avenues for
convective parameterization and nested climate modeling (CGD).
Outside of NCAR, our tropical convection research provides opportunity
for interaction with universities and other research institutions. For
example
in this area, MMM leads work undertaken under the Memorandum of Understanding
between NCAR and the National Centre for Medium Range Weather Forecasting,
New Delhi, India.
The wide dynamic range of scale interactions associated with precipitating
convective systems simulation puts new demands on model development and
validation. Data sets from field campaigns are necessary to this effort,
but not sufficient.
We shall need, in particular to call on increased use of satellite data.
Because of our limited expertise in satellite analysis and assimilation,
we shall seek collaborations with universities and other research institutions
that have such expertise.
Next section: Understanding the Dynamics and Predictability of Weather Systems on Time Scales of 0-48 h