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20 th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and CIRES CDC at CU

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Page 1: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

20th Century Reanalysis Plotting and Analysis

ToolsCatherine Smith, Gary T. Bates, Gilbert P. Compo, Don

Hooper and Jeffrey S. WhitakerNOAA/ESRL PSD and CIRES CDC at CU

Page 2: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Details of 20CR Data Stored at NOAA/ESRL PSD

Info:http://www.esrl.noaa.gov/psd/data/20thC_Rean/

Links to dataset doc, news, web apps, publications…

1871-2008 currently; plans to extend to 2010.

Total Size: 4.4Tbytes.

Includes pressure level(24) and monolevel files (2x2) and monolevel gaussian gridded (192x94) files of ensemble mean and uncertainty.

4/8 times daily, daily average, monthly average.

Climatologies: 1968-1996 and 1981-2008: monthly, daily, 4-8X daily.

All files in netCDF3 format, packed into short integer.

CF/COARDS complaint.

Page 3: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Access Methods for DataAnonymous ftp at ftp.cdc.noaa.gov

openDAP at file prefixhttp://www.esrl.noaa.gov/psd/thredds/catalog/Datasets/20thC_ReanV2/

THREDDS Cataloghttp://www.esrl.noaa.gov/psd/thredds/catalog/Datasets/20thC_ReanV2/catalog.html

Webpages: See http://www.esrl.noaa.gov/psd/data/20thC_Rean/ for links

Page 4: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Basic Search/Plot and Data Subsets

Search for data at http://www.esrl.noaa.gov/psd/cgi-bin/db_search/SearchMenus.pl

Do simple plots or extract subsets. Finds all variables and statistics.

Page 5: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Sub-daily Compositeshttp://www.esrl.noaa.gov/psd/data/composites/subdaily_20thC/

Plot averages of variables over specified dates

Interface similar for other composite pages

Select date(s)

Select variables/level

Select mean, anomaly, LTM

Select map region and plotting options

Page 6: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Sub Daily Composite Page

http://www.esrl.noaa.gov/psd/data/composites/subdaily_20thC/

Page 7: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Composite Plot

http://www.esrl.noaa.gov/psd/data/composites/subdaily_20thC/

Page 8: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Monthly Compositeshttp://www.esrl.noaa.gov/cgi-bin/data/composites/plot20thc.v2.pl

Similar to sub-daily interface. Can also plot spreads (ensemble standard deviation).

Page 9: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Composite Based on Time Series: Niño 3.4 (“ENSO”)

http://www.esrl.noaa.gov/cgi-bin/data/composites/plot20thc.v2.pl

Page 10: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Google Earth OutputPlot the January Rotated NAO Pattern.

Choose SLP for Jan, all months >1.5 sigma of RNAO

Save KMZ/KML file or view in Google Earth Browser App

Page 11: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Extract Timeseries and Specified Dates

http://www.esrl.noaa.gov/psd/data/timeseries/

Extract dates matching criteria: e.g. Tmax/Amsterdam/Sep/20 hottest days 1979-2008.

http://www.esrl.noaa.gov/psd/data/timeseries/daily/Extract/Plot timeseries from monthly 1000mb Air Temperature for Sep for Amsterdam

Page 12: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Use Dates/Timeseries for Plots

2. FTP file of dates to PSDftp ftp.cdc.noaa.govcd /Public/incoming/datesput filename

Composite 1000mb Temperature Anomaly

Composite 850mb v-wind anomaly

3. Enter name of file into daily composite page. Select different variables/lags…

1. Save extracted file of dates from timeseries extraction page.

2020040906 19990910 20050909 20030906 20060916 19990909 19830901 20060912 20060922 20050906 20060915 19990912 19910902 20060914 19910903 20050905 20050908 20060913 19990911 20050901

Page 13: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Ensemble Spread Mapshttp://www.esrl.noaa.gov/psd/data/20thC_Rean/hem_images.html

Access means/spreads of SLP/z500 for any day.

SLP/z500 Means/Spread for Sep 29 1874: date of first hurricane to be shown on a weather map by the US Weather Bureau.

Page 14: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Download StatisticsSep 2010-Aug 2011

FTP Transfers:

141,329 transfer of 19.19 Tbytes

Web Transfers81K Total plots (mon,sub-hourly,daily composites)20K non-data/plot HTML pages (20thC_Rean, news, pubs,references…)

OPEnDAP Accesses3.6 million files accessed. Top variables: pressure level vars, CAPE, precip rate Tmax,tmin

Page 15: 20th Century Reanalysis · 20th Century Reanalysis Plotting and Analysis Tools Catherine Smith, Gary T. Bates, Gilbert P. Compo, Don Hooper and Jeffrey S. Whitaker NOAA/ESRL PSD and

Future Plans/PossibilitiesAdd Dataset to Monthly Correlation Webpages

Have ‘Google Earth’ format for all composite time scale webpages

Add more variables

Add spreads to plots of ensemble means on all composite pages

Plot vertical cross-sections

Add more time series features such as anomalies.

Please provide suggestions: [email protected], [email protected]