INTRODUCTION
The representation of clouds and their interactions with the
Earth's radiation field are a major source of uncertainty in
efforts to predict climate change through General Circulation
Models (GCMs). Since oceans occupy roughly 70% of the surface of
the earth, marine clouds are dominant contributors to the global
radiation balance. However, marine clouds are dynamically,
structurally, and microphysically distinct from continental
clouds; thus, they present a host of new scientific problems.
Radiative surface cooling associated with subtropical
stratocumulus clouds and turbulent interfacial fluxes associated
with stratocumulus boundary-layer dynamics are primary factors in
producing the observed sea surface temperature structure of the
Eastern Pacific. However, these cloud systems are notoriously
difficult to properly simulate in GCMs. Boundary-layer structure,
cloud optical properties, surface radiative fluxes, and cloudtop
height are all directly dependent on the balance of fluxes at the
bottom (surface) and top (entrainment) of the boundary layer.
Whilst marine stratocumulus clouds have been heavily studied in
the past, almost no data exists on clouds or air-sea fluxes in the
PACS region. NOAA has recently initiated a program of study called
EPIC that includes investigations of stratocumulus clouds in the
PACS region. The EPIC science team is now developing plans for an
intensive field program (called EPIC2001) for the fall of 2001.
BACKGROUND ON EPIC
The EPIC (Eastern Pacific Investigation of Climate Processes in
the Coupled Ocean-Atmosphere System) program was born out of the
inability of coupled ocean-atmosphere models to adequately predict
the behavior of the atmosphere and ocean in the east Pacific
region. EPIC [Weller, R., B. Albrecht, S. Esbensen, C. Eriksen, A.
Kumar, R. Mechoso, D. Raymond, D. Rogers, and D. Rudnick, 1999: A
science and implementation plan for EPIC: An eastern Pacific
investigation of climate processes in the coupled ocean-atmosphere
system. See http://www.atmos.washington.edu/gcg/EPIC/]
is a part of the U. S. CLIVAR (Climate Variability and
Predictability) program and consists of a combination of long term
monitoring, intensive process studies, and modeling designed to
increase our understanding of the east Pacific system and its
interactions with its surroundings. EPIC has thus articulated an
observational strategy for a PACS stratocumulus study based on
three simple hypotheses:
1. High-resolutions MBL models developed on California/Azorian
stratocumulus are equally usable on equatorial and Peruvian
stratocumulus.
2. Bulk parameterizations of radiative transfer properties
(i.e., solar optical thickness, *, and longwave emissivity, ,
versus integrated liquid water content, W, and droplet or CCN
number density, N) that have been developed on NE Pacific and NE
Atlantic stratocumulus are applicable to equatorial and Peruvian
stratocumulus.
3. The stratocumulus cloud deck and cool SST underneath
mutually reinforce each other through coupled fluxes.
The EPIC observational strategy involves a combination of
limited and comprehensive process studies, coupled with other
oceanographic and meteorological studies of the equatorial region.
Important information relevant to all three hypotheses can be
obtained with modest, but spatially and temporally extensive,
monitoring studies.
PROJECT GOALS
In this project we plan for a modest ship-based stratocumulus
measurement program to obtain statistics on key surface, MBL, and
low-cloud macrophysical, microphysical, and radiative properties
relevant to the three EPIC stratocumulus hypotheses. There are two
stages to typical cloud radiative transfer parameterizations used
in GCMs: (1) representation of * given a value for W, (2) input *
for computation of cloud optical properties (albedo, transmission,
absorption) using a parameterized form of a radiative transfer
code. One objective of our project is to determine the
relationship of integrated cloud liquid water to cloud albedo and
solar flux at the earth's surface in the broken cloud regime of
the equatorial Pacific. The optical thickness of the cloud is a
function of W and various microphysical processes often
characterized through the size (or effective radius, re)
of the cloud droplets. Through simple scaling arguments,
* = 3 W/(2 re) (1)
Effective radius profiles in stratocumulus clouds can be
measured from the ship using a Doppler radar with sufficiently
short wavelength.
Radiative effects are only a part of the coupled nature of this
system. The SST is partly driven by the net radiative flux input
to the ocean which is coupled to MBL turbulent and drizzle
properties that influence cloud optical properties; the turbulent
properties themselves are influenced by the MBL surface fluxes
which link back to SST. Thus, we must consider MBL dynamics
to get the correct value for W, cloud microphysics to get
the correct value for *, and radiative transfer to get the
correct values of cloud albedo, transmission, and absorption.
Furthermore, from a GCM point of view, it is necessary to MBL
cloud state correct to get the correct values for the surface
fluxes. Thus, a second objective involves the characterization
of surface forcing and MBL structure in the stratocumulus regions.
Obviously, we cannot completely elucidate such a spectrum of
complicated processes with our modest monitoring effort. Rather,
our goal is to acquire a good sample of most of the relevant bulk
variables that are commonly used in GCM parameterizations dealing
with these problems. These will then be compared to known
relationships in other well-studied regimes. While not
comprehensive, this data will still be useful for MBL/cloud
modelers (both statistically and for specific simulations) and to
improve satellite retrieval methods for deducing MBL and cloud
properties on larger spatial and temporal scales.
To summarize, our objectives are to
*Obtain new measurements of surface, cloud, and MBL statistics
for simple comparison to existing data on northern hemisphere
stratocumulus systems.
*Obtain quantitative information on cloud droplet sizes plus
properties and probability of occurrence of drizzle and possible
links to deviations from adiabatic values for W.
*Examine applicability of existing bulk parameterizations of
stratocumulus radiative properties for the Peruvian/Equatorial
regime.
*Obtain basic data characterization of surface cloud forcing
and possible ocean-atmosphere coupling through stratocumulus-SST
interactions.
*Provide periodic higher quality, more accurate near-surface
data for intercomparison with ship- based IMET and buoy-based
meteorological measurements.
*Provide high quality measurements of basic surface, MBL and
cloud parameters for ‘calibration’ of satellite retrieval
techniques.
METHODOLOGY
We are conducting an enhanced monitoring cloud and MBL
measurement program to supplement the measurements made on the
NOAA ships (R/V’s Ka’imi Moana and Ronald H. Brown)
servicing the TAO buoys in the PACS region. The field program is
built around regularly scheduled service visits to the 95 W and
the 110 W buoy lines. The 95W line is in the main stratocumulus
belt and the 110W line as at the western edge. An instrument
package has been developed that can be installed on either ship.
The instruments (see Table 1) consist of a cloud ceilometer, an
S-band cloud/precipitation Doppler radar, a water vapor/liquid
microwave radiometer, and an automated air-sea flux package
including a sonic anemometer, a pair of pyranometers, a pair of
pyrgeometers, slow air temperature and humidity sensors, and a
ship- motion package for direct turbulent flux corrections. This
set of instruments will allow computation of low cloud statistics
(integrated liquid water content, cloud base height, and fraction)
and the complete surface energy budget of the oceanic and
atmospheric boundary layers. The cloud statistics by themselves
will be of interest to cloud modelers and for improving satellite
retrieval methods. When combined with measurements of downward
longwave and shortwave radiative fluxes, they will allow
computation of cloud IR and visible optical thicknesses plus the
surface cloud radiative forcing, a key diagnostic variable in
climate models. We plan an initial 3-year study and we anticipate
two one-month deployments per year.
Interpretation of the link between cloud physical thickness and
cloud radiative forcing requires information on the cloud
microphysics (droplet size, number, total liquid water content).
This link can be approximated from boundary layer thermodynamics
properties using the adiabatic assumption. However, an unambiguous
determination can be made using the ETL K-band mm- wave Doppler
cloud radar in combination with the microwave radiometer using
techniques developed in the ASTEX program. Thus, we will deploy
the mm-wave cloud radar package on one cruise (Fall 2000) in the
3-year monitoring study. Specifically, we propose to make
measurements to yield the following information:.
*Cloud macrophysical statistics: cloud fraction, base height,
top height, physical thickness
*Radiative statistics: cloud transmission coefficient, cloud
optical thickness, surface cloud radiative forcing (solar and IR)
*MBL statistics: surface fluxes (turbulent, radiative),
inversion height, mixed-layer properties
*Simple MBL, cloud/radiative parameterizations: integrated
liquid water path (W) vs the theoretical adiabatic value for a
well mixed MBL (Wadiabat), cloud optical thickness vs
f, W, cloud transmission coefficient and inferred albedo
*Cloud effective radius vs W
Details on the instruments to be used are given in Table 1;
items 9-11 will be deployed only once.
|
Table 1. Instruments and measurements for proposed
ship-based cloud/MBL monitoring. |
|
Item |
System |
Measurement |
|
1 |
Motion/navigation package |
Motion correction for turbulence |
|
2 |
Sonic anemometer/thermometer |
Direct covariance turbulent fluxes |
|
3 |
Mean SST, air temperature/RH |
Bulk turbulent fluxes |
|
4 |
Pyranometer |
Downward solar radiative flux |
|
5 |
Pyrgeometer |
Downward IR radiative flux |
|
6 |
Ceilometer |
Cloud-base height |
|
7 |
0.92 or 3 GHz Doppler radar profiler |
Cloud-top height, MBL microturbulence |
|
8 |
Rawinsonde |
MBL wind, temperature, humidity prof. |
|
9 |
35 GHz Doppler cloud radar |
Cloud microphysical properties |
|
10 |
20, 31, 90 GHz wave radiometer |
Integrated cloud liquid water |
|
11 |
Upward pointed IR thermometer |
Cloud-base radiative temperature |
RESULTS AND ACCOMPLISHMENTS
The first monitoring mission was completed in the fall of
1999. After loading the equipment in Seattle, the ship departed on
Nov. 2 and, after a brief stop in San Diego, arrived in the PACS
observing region on Nov. 11 (see Fig. 1). The ship transited the
110 W buoy line between Nov. 11 and Nov. 20, crossed to the 95 W
line at 8 S, and transited the 95 W line from Nov. 23 to Dec. 2.
Some preliminary analysis of the data is now available. The 110
W and 95 W lines are fairly similar. The sea-surface temperature
is minimum (about 21 C) just south of the Equator (Fig.
2). Air
temperature is about 1 - 2 C cooler, with a minimum sea-air
difference also just south of the Equator. The surface winds show
the typical structure in this region with a minimum over the cold
tongue and a maximum well south of the ITCZ. The wind direction (Fig.
3) shows easterly flow at about 8 S turning to south
easterly north of the Equator and then swinging to northerly on
the north side of the ITCZ. We have computed the various
components of the surface heat and moisture budgets (see Fig.
4).
Except for a narrow region at about 3 N, the total heat input to
the ocean is positive (i.e., warming the sea surface) with values
at 1 S reaching an astounding 170 W/m2. Latent heat
(evaporation) is a maximum of 130 W/m2 at the inflow to
the ITCZ at 3 S (primarily associated with the wind speed maximum
there).
Preliminary analysis of the cloud data has produced some
surprises. The following remarks apply to the transect at 95 W.
Stratocumulus clouds were encountered just south and north of the
equator, but they were rather optically thin. The lowest clouds
(perhaps even fog) were actually south of the Equator on Nov. 26.
The heaviest clouds were shallow (tops at 2.5 to 5 km)
precipitating systems (as diagnosed with the S-band radar) found
around 3 N at the end of Nov. 28 and early Nov. 29. These clouds
caused the minimum in net radiation seen in Fig. 4. An example of
the ceilometer output with low level stratocumulus clouds is shown
for Nov. 27, just north of the Equator (Fig.
5). Complete
ceilometer data (also flux data and various figures) can be
obtained from the ETL ftp site (see below). Another way to
highlight the effects of clouds is through their effects on the
radiative surface fluxes (both IR and solar). In Fig. 6 we show
average differences between the measured downward IR irradiance
and a value computed for clear sky (i.e., what the flux would be
in the absence of clouds). Clouds tend to enhance the downward IR,
so regions with substantial low cloudiness are indicated by
positive values in this graph. This data also shows the maximum in
radiatively relevant clouds at 3 N. At this writing the S-band
radar data processing is being completed and model calculations of
clear sky solar radiative flux are being developed.
FUTURE WORK
At this writing, plans are underway for the spring 2000 cruise
on the R/V Ka’imi Moana. The cruise track will be similar
to the fall 1999 cruise conducted on the R/V Ronald H. Brown
(as described above). Plans are also under development for the
fall 2000 cruise on the Ron Brown. This cruise is the
present target for the enhanced observations with the mm-wave
cloud radar.
This group has combined with the lidar group at ETL and Ken
Gage at the NOAA Aeronomy Laboratory to propose participation in
the EPIC2001 intensive field program. EPIC2001 is a particular set
of closely related process studies which are planned for a 6 week
period between 15 July and 15 September of 2001 under the aegis of
the overall EPIC program. These studies are focused on the
dynamics of the cross-equatorial Hadley circulation along 95W,
during the period in which it is strongest, and on associated
processes which govern the SST and upper ocean structure. The
National Science Foundation (NSF) and NOAA/PACS are cooperating in
the funding of this project. This study be partitioned into ‘bundles’',
each dealing with a particular aspect of the problem. The four
bundles respectively address (1) the east Pacific ITCZ, (2) the
cross-equatorial ITCZ inflow, (3) ocean processes, particularly in
the east Pacific warm pool, and (4) the southern hemisphere
stratus region. The scientific background for this project is
given in the EPIC plan and in the EPIC2001 Overview and
Implementation Plan (Raymond, D., S. Esbensen, M. Gregg, and N.
Shay, 1999: EPIC2001: Overview and implementation plan. See ftp://kestrel.nmt.edu/pub/raymond/epic2001/overview.pdf).
CONTACTS
Principal Investigators:
C. W. Fairall
cfairall@etl.noaa.gov
phone: 303-497-3253
fax: 303-497-6101
A. S. Frisch
afrisch@etl.noaa.gov
phone: 303-497-6201
fax: 303-497-6181
LINKS
Background on ETL group: http://www7.etl.noaa.gov/air-sea-ice/index.html
ETL PACS/EPIC data site: ftp://ftp.etl.noaa.gov/pub/et7/users/cwf/EPIC/epicmonitor
PACS Site: http://tao.atmos.washington.edu/PACS/
EPIC Science Plan: http://www.atmos.washington.edu/gcg/EPIC/
EPIC2001 Science Plan: ftp://kestrel.nmt.edu/pub/raymond/epic2001/overview.pdf
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