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Improving forecast skill by assimilation of quality controlled AIRS Version 5 temperature soundings
| Content Provider | Semantic Scholar |
|---|---|
| Author | Susskind, Joel Reale, Oreste |
| Copyright Year | 2009 |
| Abstract | The AIRS Science Team Version 5 retrieval algorithm has been finalized and is now operational at the Goddard DAAC in the processing (and reprocessing) of all AIRS data. The AIRS Science Team Version 5 retrieval algorithm contains two significant improvements over Version 4: 1) Improved physics allows for use of AIRS observations in the entire 4.3 μm CO2 absorption band in the retrieval of temperature profile T(p) during both day and night. Tropospheric sounding 15 μm CO2 observations are now used primarily in the generation of cloud cleared radiances Ri. This approach allows for the generation of accurate values of Ri and T(p) under most cloud conditions. 2) Another very significant improvement in Version 5 is the ability to generate accurate case-by-case, level-by-level error estimates for the atmospheric temperature profile, as well as for channel-by-channel error estimates for Ri. These error estimates are used for Quality Control of the retrieved products. We have conducted forecast impact experiments assimilating AIRS temperature profiles with different levels of Quality Control using the NASA GEOS-5 data assimilation system. Assimilation of Quality Controlled T(p) resulted in significantly improved forecast skill compared to that obtained from analyses obtained when all data used operationally by NCEP, except for AIRS data, is assimilated. We also conducted an experiment assimilating AIRS radiances uncontaminated by clouds, as done operationally by ECMWF and NCEP. Forecast resulting from assimilated AIRS radiances were of poorer quality than those obtained assimilating AIRS temperatures. |
| File Format | PDF HTM / HTML |
| DOI | 10.1117/12.831215 |
| Volume Number | 7453 |
| Alternate Webpage(s) | https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20090027713.pdf |
| Alternate Webpage(s) | https://doi.org/10.1117/12.831215 |
| Journal | Optical Engineering + Applications |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
