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IHOP Workshop – Toulouse – June 2004
Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP
Edward I. Tollerud1, Brian D. Jamison2, Fernando Caracena1, Steven E. Koch1, Diana L. Bartels1,Randall S. Collander2
1NOAA Research - Forecast Systems Laboratory, Boulder, CO 2Cooperative Institute for Research in the Atmosphere – Colorado State University, Fort
Collins, CO
LIDAR DATA
R. Michael Hardesty3, Brandi J. McCarty4, Christoph Kiemle5, and Gerhard Ehret5
3NOAA Research - Environmental Technology Laboratory, Boulder, CO
4Cooperative Institute for Research in Environmental Sciences – University of Colorado, Boulder, CO
5German Aerospace Center (DLR), Germany
IHOP Workshop – Toulouse – June 2004
FSL/FRD IHOP Science Objectives
QPF Assessment
Design and Compare model runs for sensitivity to input data
LLJ Moisture Budget
Computations with LLJ research flight data
Scales of Moisture Transport by LLJ
Qualitative Comparison of Data Analyses
IHOP Workshop – Toulouse – June 2004
Flight Plans and Data Platforms
IHOP Workshop – Toulouse – June 2004
“Perfect storm” scenario
2004
(What we wanted…)
IHOP Workshop – Toulouse – June 2004
“Perfect storm” scenario(What we wanted…)
IHOP Workshop – Toulouse – June 2004
“Perfect storm” scenario(What we wanted…)
IHOP Workshop – Toulouse – June 2004
(What we got…)
LAPS Research Analysis
Isotachs (kt), 825 hpa
1300 UTC 9 June 2002
IHOP Workshop – Toulouse – June 2004
(What we got…)
IHOP Workshop – Toulouse – June 2004
Scales of Moisture Transport
Lidar-Scale
Dropsonde-Scale
Radiosonde-Scale
IHOP Workshop – Toulouse – June 2004
Scales of Moisture Transport
Lear Drop Times and Locations, Circuits 1 and 2
IHOP Workshop – Toulouse – June 2004
Scales of Moisture Transport
June 9 1200 UTC Radiosonde analysis along North Flight Leg – v x q, theta
IHOP Workshop – Toulouse – June 2004
Scales of Moisture Transport
June 9 1200 UTC Radiosonde analysis along South Flight Leg – v x q, theta
IHOP Workshop – Toulouse – June 2004
Falcon drops Circuit one North Leg v x q, theta
Scales of Moisture Transport
IHOP Workshop – Toulouse – June 2004
Lear drops Circuit two North Leg v x q, theta
Scales of Moisture Transport
IHOP Workshop – Toulouse – June 2004
X
IHOP Workshop – Toulouse – June 2004
Flux Comparison - J une 9, 12:51 UTC
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Flux
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igh
t (m
asl
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Dropsonde V Dropsonde U HRDL & DIAL Radiosonde
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Platform Intercomparison: Meridional Moisture Flux
IHOP Workshop – Toulouse – June 2004
X
IHOP Workshop – Toulouse – June 2004
X
Platform Intercomparison: Meridional Moisture Flux
Flux Comparison - J une 9, 14:14 UTC
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Flux
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igh
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asl
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Dropsonde V Dropsonde U HRDL & DIAL Radiosonde
IHOP Workshop – Toulouse – June 2004
X
IHOP Workshop – Toulouse – June 2004
Flux Comparison - J une 9 - Falcon 14:08, Lear 13:04
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Flux
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ht
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sl)
Falc V flux Falc U flux Lear V Flux Lear U Flux
XX
Interplatform comparison: Co-located Falcon and Lear Profiles
dt ~ 1h
IHOP Workshop – Toulouse – June 2004
V x q profile comparison, circuit 1 to circuit 2
dt ~ 4h
Flux Comparison - J une 9 - Lear 13:17, Lear 17:22
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Flux
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ht
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L1 V flux L1 U flux L2 V Flux L2 U Flux
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IHOP Workshop – Toulouse – June 2004
Average V Flux Differences, J une 9
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
Drop Point (Falcon)
Falcon vs Lear Avg V flux difference
Lear 1st vs Lear 2nd Avg V fluxdifference
Temporal Vs. Interplatform Differences: Meridional Moisture Flux during Circuit 1
IHOP Workshop – Toulouse – June 2004
Average U Flux Differences, J une 9
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
Drop Point (Falcon)
Falcon vs Lear Avg U flux difference
Lear 1st vs Lear 2nd Avg U fluxdifference
Temporal Vs. Interplatform Differences: Zonal Moisture Flux during Circuit 1
IHOP Workshop – Toulouse – June 2004
Moisture Budget for IHOP Domain
Objectives
•Determination of significant contributing mechanisms•Assessment of unresolved transports: comparison of LIDAR covariances and budget residuals
Issues
•Stationarity Assumption•Off-perimeter Budget Terms•Surface Fluxes
IHOP Workshop – Toulouse – June 2004
Moisture Budget for IHOP Domain
At a point:q/t + vq (q)/p R where R=(errors, P, surface flux,etc.)
Over a volume:q/t + vq (q)/p R
Term by term: vq = v q + v’q’
• Budget domain is 3D box enclosed by data “curtains” beneath flight track• Compute layer average horizontal flux as vq dl• Domain size and flight patterns are compromise chosen to legitimize assumption of stationarity
IHOP Workshop – Toulouse – June 2004
Figure: v and q Lear second circuit!
X
IHOP Workshop – Toulouse – June 2004
Impact of Vertical Correlations
Circuit 2, South Leg, 17:56 UTC, 9 J une
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vq (m/ s)(g/ kg)
He
igh
t (m
)
v X q 50mv X q 800m
X
IHOP Workshop – Toulouse – June 2004
Impact of Within-layer Vertical Correlations
Circuit 2, South Leg, 17:56 UTC, 9 J une
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Height (m)
vq
(m
/s)(
g/
kg
)
vq 800mv x q 800m
X
IHOP Workshop – Toulouse – June 2004
Impact of Horizontal Correlations on Layer-averaged Moisture Flux
Circuit 1
Circuit 1, v q vs vq
400
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-20 -10 0 10 20 30 40 50
Layer Flux (m/ s) (g/ kg)
Pre
ssu
re (
mb
)
vqv q
IHOP Workshop – Toulouse – June 2004
Change of Flux With Time
400
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-100 -80 -60 -40 -20 0 20 40 60
Layer Flux (m/ s) (g/ kg)
Pre
ssu
re (
mb
)
vq circuit 1vq circuit 2vq circuit 3
Temporal Change of Layer Averaged Horizontal Moisture Flux
IHOP Workshop – Toulouse – June 2004
Computations from Falcon Dropsondes, Circuit 1
Vertically Integrated Moisture Fluxes on Budget Domain
Boundary
South
North
IHOP Workshop – Toulouse – June 2004
Full 3D Domain Net Moisture Flux, First Falcon Circuit
The answer is: -3.3 mm/day
What was the question?
IHOP Workshop – Toulouse – June 2004
QPF Sensitivity to High-Density Initialization Data
Objective 1: Determine impact of IHOP research data (primarily dropsondes) in initialization dataset on LLJ forecast intensity and placement
Procedure: Compare two WRF forecasts (with /IHOP research data in LAPS initialization, and without) for 3 June and 9 June LLJ cases)
LIDAR usage: Qualitative forecast assessment
Status: Operational runs in process; re-acquisition of LAPS initialization datasets required for research runs in process (eg., revised dropsonde data)
Objective 2: Assess importance of surface fluxes to LLJ development
LIDAR usage: Initialization dataset
Status: Questionable
IHOP Workshop – Toulouse – June 2004
Operational WRF Research WRF (w/dropsondes)
12 h Precipitation, 13:00 UTC 9 June - 01:00 UTC 10 June 2002
IHOP Workshop – Toulouse – June 2004
Operational LAPS Research LAPS (w/dropsondes)
Isotachs, north leg, 1700 UTC
IHOP Workshop – Toulouse – June 2004
RH, 825 hpa, 1700 UTC
Research LAPS (w/dropsondes) Research WRF (w/dropsondes)
IHOP Workshop – Toulouse – June 2004
Conclusions and Future Efforts
Multiscale Structure of the LLJ
1) Several Platforms provide similar picture of LLJ
2) Examine pervasiveness of laminar structures
3) Estimate effects of small (LIDAR-scale) horizontal correlations
4) More detailed determination of temporal development of LLJ
IHOP Workshop – Toulouse – June 2004
Conclusions and Future Efforts
1) Influence of drops on analyses and forecasts small
2) Confirm with June 3 case
3) Compute model-predicted fluxes, compare research to baseline
4) Compute fluxes through model-domain top
5) Examine model-generated precipitation fields
QPF Implications
IHOP Workshop – Toulouse – June 2004
Lear, Falcon Drop Times and Locations, Circuit 1
IHOP Workshop – Toulouse – June 2004
4h forecast
1700 UTC
9 June 2002
IHOP Workshop – Toulouse – June 2004
Analysis
1700 UTC
9 June 2002
IHOP Workshop – Toulouse – June 2004
Circuit 2, v q vs vq
400
450
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550
600
650
700
750
800
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-100 -80 -60 -40 -20 0 20
Layer Flux (m/ s) (g/ kg)
Pre
ssu
re (
mb
)
vqv q
Impact of Horizontal Correlations on Layer-averaged Moisture Flux
Circuit 2
IHOP Workshop – Toulouse – June 2004
Circuit 3, v q vs vq
400
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850
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-50 -40 -30 -20 -10 0 10 20
Layer Flux (m/ s) (g/ kg)
Pre
ssu
re (
mb
)
vqv q
Impact of Horizontal Correlations on Layer-averaged Moisture Flux
Circuit 3
IHOP Workshop – Toulouse – June 2004
IHOP Workshop – Toulouse – June 2004
Data and observations