Dept. of Earth and Atmospheric Sciences

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Presentation transcript:

Dept. of Earth and Atmospheric Sciences Examining the Influence of Antecedent Soil Moisture in Numerical Simulations of the 27-28 July 2007 Rainfall Event in Pennsylvania and New York Stephen Jessup Stephen Colucci Dept. of Earth and Atmospheric Sciences Cornell University

Presentation Overview Synoptic conditions Model validation Altered initial soil moisture experiments Boundary layer effects Precipitation results Summary

Project Objectives Simulate a precipitation event with reasonable accuracy using WRF Run simulations with altered initial soil moisture Better understand role of surface-atmospheric coupling and resulting influence on precipitation

Synoptic Conditions on 27-28 July 2007

HPC Surface Analysis 12Z 27 July

Surface Analysis 00Z 27 July

850 mb Analysis 00Z 28 July

700 mb Analysis 00Z 28 July

500 mb Analysis 00Z 28 July

300 mb Analysis 00Z 28 July

HPC Surface Analysis 12Z 28 July

Radar-estimated Storm Total Precipitation

Rain Gauge Totals

Comparison of Rain Gauge and Radar Estimated Precipitation

Simulations of 27-28 July Rainfall Event

27-28 July 07 Model Results

Model Storm Total Precipitation

Radar-estimated Storm Total Precipitation

Altered Initial Soil Moisture Experiments

Simple Hypothesis 1 Altering soil moisture affects evaporation, which in turn affects atmospheric boundary layer moisture Increased soil moisture → increased lower atmospheric moisture Decreased soil moisture → decreased lower atmospheric moisture

Differences in total surface moisture flux

Differences in specific humidity, 3 hours into model run (925 mb)‏ July07qdiff00Z925mb.gif

Differences in specific humidity, 9 hours into model run July07qdiff00Z925mb.gif

Simple Hypothesis 2 Changing soil moisture affects the Bowen ratio, which modifies boundary layer heating processes In runs with altered initial soil moisture, boundary layer temperature differences between runs should be negative for increased soil moisture and positive for decreased soil moisture

Differences in T, 3 hours into model run July07qdiff00Z925mb.gif

Differences in T, 6 hours into model run July07Tdiff21Z925mb.gif

Differences in T, 9 hours into model run July07Tdiff00Z925mb.gif

Simple Hypothesis 3 Altering soil moisture alters atmospheric conditions from the lower boundary In model runs with altered initial soil moisture, atmospheric moisture and temperature differences between runs should be greatest in lower atmosphere and decrease with height

Profile of differences in q, 00Z SoilM 1.5 -1.0 July07qdiff00ZSoilM1.5profile.gif

Profile of T difference between 1.5 and 1.0 Soil Moisture runs at 03Z July07tempdiffprofile03Z

Influence of Altered Initial Soil Moisture on Precipitation

Radar Estimated Precipitation 06Z

Model Simulated Precipitation 06Z July07Run9precip.gif

Precipitation from Altered Initial Soil Moisture Runs 06Z July0706ZPrecipSoilM.gif July07PrecipSoilM.gif

Precipitation Differences Compared to 1.0 Soil Moisture Run

Summary WRF simulates precipitation field from 27-28 July 2007 rainfall event reasonably well Boundary layer effects of modeled changes in initial soil moisture match simple predictions Changes in initial soil moisture modify the mesoscale environment, which in turn affects precipitation generation Earlier initiation of heavy precipitation with enhanced soil moisture More widespread region of moderate to heavy precipitation with enhanced soil moisture

Future Work Observational study (using NARR) to examine flash flood events in Northeast U.S. 2003-2007 Do synoptic/mesoscale conditions differ from those of Central U.S. heavy precipitation events? Analysis of basin-averaged rainfall estimates using AMBER