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