5B.2 North
American regional climate simulations with WRF/Noah-MP: Validation and the effect of groundwater
interaction
Barlage, Michael, Mukul Tewari, Fei Chen, Kevin Manning, National Center for Atmospheric Research, and Gonzalo Miguez-Macho, University
of Santiago de Compostela, Spain
Six-month
regional climate simulations are conducted for two March – August periods
2002 (a dry year) and 2010 (a wet year) using the WRF model coupled to the Noah
and Noah-MP land surface models. Within Noah-MP, three groundwater options are
used to simulate the effects of aquifer interactions with WRFÕs two-meter soil:
free drainage (similar to Noah), groundwater scheme with default settings, and
groundwater with equilibrium water table. Model results are verified against
approximately 2000 surface stations (temperature, dewpoint,
wind) and CPC gauge-based precipitation analysis. In general, using Noah-MP
improves the warm and dry bias simulated when using Noah, especially in spring,
though Noah-MP temperatures (dewpoint) tended to be
too high(low) during summer daytime. All models have
regional wind bias of less than 1 m/s. Precipitation results are mixed. All
models perform similarly during the first three months, while the Noah-MP
models had less precipitation in the summer months. This improved the Noah
model wet bias in 2002, but exacerbated the dry bias in 2010. Regional analyses
are conducted to determine the effect of groundwater interaction on the
simulations. Five regions in the central part of the domain show significant
upward transport of water from the aquifer in summer months. Simulations with
interactive groundwater reduce the daytime summer warm/dry bias found in the
Noah-MP simulations without groundwater access. Precipitation with Noah-MP over
regions with groundwater interaction was generally lower, especially in the
central US. Reduction in convective available potential energy in these regions
contributes to a reduction in model-produced convective precipitation with
Noah-MP.