LAND-SURFACE MODELING AND LAND DATA
ASSIMILATION IN THE NCEP MESOSCALE ETA MODEL
Ken
Mitchell, Ying Lin, Curtis Marshall, Mike Ek,
Dag
Lohmann, Pablo Grunmann, Geoff Manikin, Eric Rogers
Over
the past several years, EMC has joined with NWS hydrologists in the Office of
Hydrology (OH), land-surface remote sensing experts in NESDIS, and numerous
GCIP and GEWEX investigators to develop, test, and operationally implement a
series of advancements to the land-surface and hydrology physics of the NCEP
mesoscale Eta model and its associated Eta-based 4-D Data Assimilation System
(EDAS).
On 03
June 98, NCEP operationally implemented continuous cycling of soil moisture and
temperature in the coupled EDAS. To date (Nov 99), this continuous land-surface
cycling employs no nudging of soil moisture, as no strong signals of undue soil
moisture drift have yet emerged. This
year we focused on expanding our capabilities to use GCIP-sponsored GOES-based
satellite retrievals of land-surface skin temperature and traditional shelter
observations of 2-m air temperature and humidity to monitor drift, which we now
do on a systematic monthly basis over 6-13 sub-regions of the U.S.
The
continuously cycled soil moisture in the coupled Eta/EDAS is obviously
sensitive to whatever systematic biases exist in the coupled EDAS accumulated
precipitation patterns. To eliminate
any such biases, we finished the final testing stages of our prototype EDAS
hourly precipitation assimilation system, which uses our GCIP-supported, realtime,
hourly, 4-km Stage IV radar/gauge analyses of precipitation.
Important
companion research and development was carried out in our complimentary
initiatives in UNCOUPLED land-surface modeling. These included
a) physical
refinements in the areas of frozen soil, snowpack, ground heat flux, canopy and
atmospheric resistance,
b) a major
new collaborative initiative (with OH, NASA/GSFC, NESDIS, and several
universities) in a national domain, realtime, hourly, 15-km uncoupled Land Data
Assimilation System (LDAS), and
c) c)
public availability of a "community" version of the NCEP land-surface
model, now formally called the "NOAH LSM".