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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. Tollerud 1 , Brian D. Jamison 2 , Fernando Caracena 1 , Steven E. Koch 1 , Diana L. Bartels 1 ,Randall S. Collander 2 1 NOAA Research - Forecast Systems Laboratory, Boulder, CO 2 Cooperative Institute for Research in the Atmosphere – Colorado State University, Fort Collins, CO LIDAR DATA R. Michael Hardesty 3 , Brandi J. McCarty 4 , Christoph Kiemle 5 , and Gerhard Ehret 5 3 NOAA Research - Environmental Technology Laboratory, Boulder, CO 4 Cooperative Institute for Research in Environmental Sciences – University of Colorado, Boulder, CO 5 German Aerospace Center (DLR), Germany

IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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Page 1: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 2: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 3: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Flight Plans and Data Platforms

Page 4: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

“Perfect storm” scenario

2004

(What we wanted…)

Page 5: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

“Perfect storm” scenario(What we wanted…)

Page 6: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

“Perfect storm” scenario(What we wanted…)

Page 7: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

(What we got…)

LAPS Research Analysis

Isotachs (kt), 825 hpa

1300 UTC 9 June 2002

Page 8: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

(What we got…)

Page 9: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Scales of Moisture Transport

Lidar-Scale

Dropsonde-Scale

Radiosonde-Scale

Page 10: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Scales of Moisture Transport

Lear Drop Times and Locations, Circuits 1 and 2

Page 11: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Scales of Moisture Transport

June 9 1200 UTC Radiosonde analysis along North Flight Leg – v x q, theta

Page 12: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Scales of Moisture Transport

June 9 1200 UTC Radiosonde analysis along South Flight Leg – v x q, theta

Page 13: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Falcon drops Circuit one North Leg v x q, theta

Scales of Moisture Transport

Page 14: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Lear drops Circuit two North Leg v x q, theta

Scales of Moisture Transport

Page 15: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

X

Page 16: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Flux Comparison - J une 9, 12:51 UTC

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Platform Intercomparison: Meridional Moisture Flux

Page 17: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

X

Page 18: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

X

Platform Intercomparison: Meridional Moisture Flux

Flux Comparison - J une 9, 14:14 UTC

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Page 19: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

X

Page 20: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Flux Comparison - J une 9 - Falcon 14:08, Lear 13:04

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Interplatform comparison: Co-located Falcon and Lear Profiles

dt ~ 1h

Page 21: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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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Page 22: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Average V Flux Differences, J une 9

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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

Page 23: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Average U Flux Differences, J une 9

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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

Page 24: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 25: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 26: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Figure: v and q Lear second circuit!

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Page 27: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Impact of Vertical Correlations

Circuit 2, South Leg, 17:56 UTC, 9 J une

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v X q 50mv X q 800m

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Page 28: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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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vq 800mv x q 800m

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Page 29: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Impact of Horizontal Correlations on Layer-averaged Moisture Flux

Circuit 1

Circuit 1, v q vs vq

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Layer Flux (m/ s) (g/ kg)

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vqv q

Page 30: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Change of Flux With Time

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Layer Flux (m/ s) (g/ kg)

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Temporal Change of Layer Averaged Horizontal Moisture Flux

Page 31: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Computations from Falcon Dropsondes, Circuit 1

Vertically Integrated Moisture Fluxes on Budget Domain

Boundary

South

North

Page 32: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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?

Page 33: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 34: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 35: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Operational LAPS Research LAPS (w/dropsondes)

Isotachs, north leg, 1700 UTC

Page 36: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

RH, 825 hpa, 1700 UTC

Research LAPS (w/dropsondes) Research WRF (w/dropsondes)

Page 37: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 38: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

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

Page 39: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Lear, Falcon Drop Times and Locations, Circuit 1

Page 40: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

4h forecast

1700 UTC

9 June 2002

Page 41: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Analysis

1700 UTC

9 June 2002

Page 42: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Circuit 2, v q vs vq

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Layer Flux (m/ s) (g/ kg)

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vqv q

Impact of Horizontal Correlations on Layer-averaged Moisture Flux

Circuit 2

Page 43: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Circuit 3, v q vs vq

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Layer Flux (m/ s) (g/ kg)

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Impact of Horizontal Correlations on Layer-averaged Moisture Flux

Circuit 3

Page 44: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Page 45: IHOP Workshop – Toulouse – June 2004 Multiscale Analyses of Moisture Transport by the Central Plains Low-Level Jet during IHOP Edward I. Tollerud 1, Brian

IHOP Workshop – Toulouse – June 2004

Data and observations