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Chris A. MattmannSenior Computer ScientistJet Propulsion Laboratory
D. Waliser (JPL)C. Goodale (JPL)
J. Kim (UCLA/JIFRESSE
Many others
ADSIMNOR-CORDEX workshop on Arctic climate modeling results and needs, March 20-21, 2012
Using Satellite & Other Observations For Regional Model Evaluation
We started with MySQL…and then broke it at 6B data points…and then federated it, and broke it
again
Then we experimented with Hadoop/HIVE
Query times scaledwith the amount of nodes weadded
Currently evaluating
The RCMED API:- Search the entire database
- Space/Time box- Simple RESTful URL- Simple ASCII result format
• Use web service from RCMED
• Regrid onto obs or model grid
• Seasonal, monthly or annual temporal compositing
• Perform metric (bias, RMSE, etc.)
• Output plot using NCAR NCL
• Bottle Python web services• PHP Wizard Front End
• Config ACentralized RCMEDVM-based RCMET
• Config BCentralized RCMET and RCMED
ftp://ftp.cccma.ec.gc.ca/pub/yjiao/CanRCM4/
Worked with Melanie Cookie/Paul Kushner
Compared Near-Surface Air Temperature with ERA 2 Metre Temp
Selected time range: 2008/01/01 00:00 2008/02/01 00:00•Use Model grid•Calculate time mean for full period.•Bias: mean bias across full time range
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Thank you!
Contact information:Chris A. Mattmann – [email protected]
Duane Waliser – [email protected]
Jinwon Kim – [email protected]