An Ensemble Approach to Simulating Surface Fluxes at the Norman Mesonet Site

Computer Science – Sound

Scientific paper

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

0315 Biosphere/Atmosphere Interactions, 0399 General Or Miscellaneous, 1866 Soil Moisture, 1878 Water/Energy Interactions, 1899 General Or Miscellaneous

Scientific paper

In April 1999, the Norman Mesonet site (NORM) was upgraded to include sensors to measure latent, sensible, and ground heat fluxes, as well as net radiation. In addition, over 2,000 discrete soil samples were collected within a 20 X 20 m enclosure encompassing the Norman Mesonet site between 1 June 1999 and 15 August 1999. These samples were collected to provide point-scale observations of soil-water content for field validation of in situ soil moisture sensors installed at NORM (the Campbell Scientific model 229-L). The field samples were also used to determine the spatial and temporal variability of soil moisture conditions at the Norman site. Using the Oregon State University (OSU) one-dimensional, coupled atmospheric-plant-soil model, in situ and field observations of soil moisture, atmospheric soundings from the National Weather Service Weather Forecast Office (NWS WFO) in Norman, and atmospheric observations collected at the NORM site, planetary boundary layer conditions were examined at NORM during July 1999. Results indicate that latent and sensible heat fluxes in the model simulations varied by as much as 300 W m-2 due to natural variability of soil-water content determined from field samples and biases occurring in the in situ measurements. Furthermore, ground heat flux values derived by the model varied as much as 50 W m-2. Because soil characteristics are fractal, an ensemble approach was used to simulate parameters in the planetary boundary layer (PBL). The ensemble simulations reduced the root mean squared error (RMSE) with the observed values by nearly 40% for latent heat flux and PBL depth when compared with non-ensemble simulations. Furthermore RMSE values decreased nearly 50% for sensible heat flux and the evaporative fraction when ensemble simulations were used.

No associations

LandOfFree

Say what you really think

Search LandOfFree.com for scientists and scientific papers. Rate them and share your experience with other people.

Rating

An Ensemble Approach to Simulating Surface Fluxes at the Norman Mesonet Site does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with An Ensemble Approach to Simulating Surface Fluxes at the Norman Mesonet Site, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and An Ensemble Approach to Simulating Surface Fluxes at the Norman Mesonet Site will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFWR-SCP-O-1238518

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.