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The Storm Prediction Center Sounding Climatology page now contains much of the real-time point sounding information that was previously included on this page.

The current climatology includes:  (1) surface–300-mb precipitable water and (2) 850-mb temperature.

The top 50 and low 50 PDFs available below were created using data from the (1) NCDC Radiosonde Database of North America CD-ROMs, 1948–1996/97 and (2) NOAA/ESRL on-line radiosonde archive, 1996/97–present ( The climatology for some of these sites includes two or more stations in order to get a lengthy time series for calculating statistics. For example, the climatology for ABR (Aberdeen, SD) was derived from upper-air observations using ABR and HON (Huron, SD), because from 1953 to 1995 the upper-air site was at HON and from 1995 to present the site has been at ABR. For all but 16 (7) cases, differences in station locations do not exceed 60 (80) miles for these “combined” climatologies. In general, the combining of sites is not expected to be problematic since these plots represent a synoptic signal and not a mesoscale signal.

Updated PDFs for the prior year are expected each January (last update, 1/4/2017).

Monthly Top 50 PW values (1.53 MB) (109 sites).

Monthly Top 50 850-mb temperatures and Lowest 50 850-mb temperatures (100 sites).

Monthly Top 50 700-mb temperatures and Lowest 50 700-mb temperatures (for 9 sites with 850 mb near or below the surface).

CONUS PW Plots: Latest0000 UTC1200 UTC

Alaska PW Plots: Latest,  0000 UTC1200 UTC

NAM Forecasts of Precipitable Water (1st row) and PW % of Normal (2nd row) – updated twice daily

PW → F00 F06 F12 F18 F24 F30 F36 F42 F48 F54 F60 F66 F72 F78 F84
%norm → F00 F06 F12 F18 F24 F30 F36 F42 F48 F54 F60 F66 F72 F78 F84

Gridded Precipitable Water Plots (click)

Courtesy: Scott Lincoln, from the LMRFC

The data were processed as follows: (1) questionable soundings were thrown out based on gross (objective and subjective) quality control measures*; (2) precipitable water values were calculated for all available soundings for the period of record, including 00z, 03z, 12z, 15z, and special observations; (3) the data were put into monthly bins; (4) the maximum, minimum, 99th percentile, 75th percentile, 50th percentile (median), and 25th percentile values were obtained for each month; and (5) the mean and standard deviation (SD) also were calculated. Note that for normal (or Gaussian) distributions, 95% of the values lie within ± two standard deviations of the mean/average value, so when you reach +2SD, you have a fairly rare event. Since the sample size is quite large (i.e., ~1000 per month), the Gaussian assumption is reasonable. Nevertheless, there are sites as well as times when the PW distribution is less Guassian than others, and indeed is positively skewed. Hence, at times it may be just as likely to observe +3SD as it is to observe –2SD.

*Caveat:  There are some soundings with bad and/or questionable data in the sounding archive. The automated QC algorithms did not catch all of them, and in fact, may have mistakenly removed some good soundings. This does not adversely affect the climatology, but has implications for extreme values.

The equations that were used for calculating precipitable water (units of cm) are as follows:

   a)  e = 6.112 * exp [ (17.67 * Td) / (Td + 243.5) ]  -- where e is vapor pressure in mb (or hPa) and Td is dewpoint in °C [refer to Bolton (1980) for details]

   b)  vapor density = [ (e / (Rv * T)] * [10^5 g Pa / kg hPa] -- where e is from above, Rv = 461.5 J/K/kg is the gas constant for water vapor, T is the temperature in K, and the vapor density is in g/m^3. The conversion factor, 10^5 g Pa / kg hPa, is needed to convert from (hPa kg / J) to (g / m^3). Recall that J = Pa m^3.

   c)  pw (layer) = [mean vapor density over layer (g/m^3)] * [layer thickness (m)] * [1 / 1,000,000 g/m^3] * [100 cm / 1 m] -- where the layer thickness is simply the distance between two adjacent sounding levels, the 3rd term is the density of liquid water, and the 4th term converts the pw (layer) from m to cm

   d)  pw (sfc to 300 mb) = summation of pw (layer) from the sfc to 300 mb for any given sounding -- again, these equations return the pw in cm

If you have any questions or comments regarding the raw precipitable water data, please send them to Thanks!