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Improving 7-Day Forecast Skill by Assimilation of Retrieved AIRS Temperature ProfilesWe conducted a new set of Data Assimilation Experiments covering the period January 1 to February 29, 2016 using the GEOS-5 DAS. Our experiments assimilate all data used operationally by GMAO (Control) with some modifications. Significant improvement in Global and Southern Hemisphere Extra-tropical 7-day forecast skill was obtained when: We assimilated AIRS Quality Controlled temperature profiles in place of observed AIRS radiances, and also did not assimilate CrISATMS radiances, nor did we assimilate radiosonde temperature profiles or aircraft temperatures. This new methodology did not improve or degrade 7-day Northern Hemispheric Extra-tropical forecast skill. We are conducting experiments aimed at further improving of Northern Hemisphere Extra-tropical forecast skill.
Document ID
20160011335
Acquisition Source
Goddard Space Flight Center
Document Type
Presentation
Authors
Susskind, Joel
(NASA Goddard Space Flight Center Greenbelt, MD United States)
Rosenberg, Bob
(Science Applications International Corp. Greenbelt, MD, United States)
Date Acquired
September 16, 2016
Publication Date
September 14, 2016
Subject Category
Earth Resources And Remote Sensing
Report/Patent Number
GSFC-E-DAA-TN35406
Meeting Information
Meeting: NASA Sounder Science Team Meeting
Location: Greenbelt, MD
Country: United States
Start Date: September 13, 2016
End Date: September 16, 2016
Sponsors: Jet Propulsion Lab., California Inst. of Tech.
Funding Number(s)
CONTRACT_GRANT: NNG12HP08C
Distribution Limits
Public
Copyright
Public Use Permitted.
Keywords
AIRS Temperature Profiles
Assimilation
7-Day Forecast Skill
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