wesley berg, tristan l’ecuyer, and sue van den heever department of atmospheric science colorado...

16
Wesley Berg, Tristan L’Ecuyer, and Sue van Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever den Heever Department of Atmospheric Science Department of Atmospheric Science Colorado State University Colorado State University Evaluating the impact of aerosols on the onset and microphysical properties of rainfall off the coast of China

Upload: pierce-wilcox

Post on 17-Dec-2015

215 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Wesley Berg, Tristan L’Ecuyer, and Sue van den HeeverWesley Berg, Tristan L’Ecuyer, and Sue van den Heever

Department of Atmospheric ScienceDepartment of Atmospheric ScienceColorado State UniversityColorado State University

Evaluating the impact of aerosols on the onset and microphysical properties of rainfall off the coast of China

Page 2: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Differences in TRMM Rainfall DetectionFebruary 1, 2000

Page 3: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Impact of Aerosols on Rainfall Detection?

TMI-PR Rain Detection Differences SPRINTARS Sulfate AOD

Page 4: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Calipso 532 nm Attenuated Backscatter

Aerosol Layer(~3-5 km)

Coincident TRMM/CloudSat Case3 April 2007

Page 5: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Coincident TRMM/CloudSat Case3 April 2007

Page 6: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Rain Rate Histograms3 April 2007

Page 7: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Differences in Radar SensitivityTRMM PR (13.8 GHz) vs. CloudSat (94 GHz)

Simulated Near-Surface ZCloud

Refl

ecti

vit

y (

dB

Z)

Drizzle Cloud

LWC (gm-3) Rainrate (mm h-1)

MDS = 18 dBZ

MDS = -28 dBZ

PR

CPR

1 6 10 15 0.1 1 10 100

Page 8: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Coincident TRMM/CloudSat Case3 April 2007

Page 9: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Cloud Resolving Model SimulationsCSU RAMS

3-D Cloud Structure Transect of Cloud Liquid Water

Page 10: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Cloud Resolving Model SimulationsEffect of Variations in Sulfate Aerosol Optical Depth

Cloud Water Path Rain Water Path

Total Water Path

Page 11: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Cloud Resolving Model SimulationsEffect of Variations in Sulfate Aerosol Optical Depth

Accumulated Precipitation

Ratio of Cloud Water Path to Total Water Path

Page 12: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Probability of Precipitation versus Liquid Water Path

Page 13: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on
Page 14: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Summary

• Differences in rain fraction between PR and TMI off the coast of China point to a modification of cloud microphysical properties by aerosols.

– Magnitude is substantial (i.e. the frequency of occurrence leads to large differences in the total rain (up to ~50% or 2 mm/day) locally.

• Results from 3 April 2007 Case and “Idealized” CRM Simulations– Consistency in rain area between TMI and CloudSat indicate the presence of large-

scale light rain and/or drizzle below the PR detection threshold (~17 dBZ)

– High AOD CRM simulation has substantially more cloud water and the onset of rain is delayed.

– This is consistent with the observations as higher cloud water paths may lead to an overestimate of the rain rate by TMI/CloudSat and possible underestimate by the PR as a result of smaller drops initially. In addition, the delay in the development of rain drops may be a factor leading to the underestimate of the rain area by PR.

• Results from Statistical Analysis (Global ocean analysis from 2007)– Probability of precipitation decreases significantly in high sulfate aerosol environment.

– Aerosol effect is evident in both stable and unstable environments.

– Results are consistent using either SPRINTARS sulfate AOD or MODIS aerosol index.

Page 15: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

Primary Objective: To provide, from space, the first global survey of cloud profiles and cloud physical properties, with seasonal and geographical variations needed to evaluate the way clouds are parameterized in global models, thereby contributing to weather predictions, climate and the cloud-climate feedback problem.

The CloudSat Mission

• Nadir pointing, 94 GHz radar

• 3.3s pulse 500m vertical res.• 1.4 km horizontal res.• Sensitivity ~ -28 dBZ• Dynamic Range: 80 dB• Antenna Diameter: 1.85 m• Mass: 250 kg• Power: 322 W

500m

~1.4 km

The Cloud Profiling Radar

Page 16: Wesley Berg, Tristan L’Ecuyer, and Sue van den Heever Department of Atmospheric Science Colorado State University Evaluating the impact of aerosols on

TRMM SensorsPrecipitation radar (PR):

13.8 GHz

4.3 km footprint

0.25 km vertical res.

215 km swath

Microwave radiometer (TMI):

10.7, 19.3, 21.3, 37.0

85.5 GHz (dual polarized

except for 21.3 V-only)

10x7 km FOV at 37 GHz

760 km swath

Visible/infrared radiometer (VIRS):

0.63, 1.61, 3.75, 10.8, and 12 :

at 2.2 km resolution

Lightning Imaging Sensor (LIS )

Cloud & Earth Radiant Energy System (CERES)

Nov. 1997 launch, 35° inclination; 402 kmNov. 1997 launch, 35° inclination; 402 km

Tropical Rainfall Measuring Mission Tropical Rainfall Measuring Mission (TRMM)(TRMM)