Comparison of Figures 7, 8 and 9 show the Aircraft Observations at altitudes <300 hPa, 301 to 700 hPa and 701 hPa to the surface, respectively. These figures show that the majority of the coverage occurs during cruise flight, at altitudes <300 hPa. (Note that 700 hPa corresponds to a pressure altitude of 9,878.4 ft or 3,010.4 m, and 300 hPa corresponds to 30,052.7 ft or 9160.1 m.)
The uneven distribution of the coverage is shown clearly in the origin and destination of flights, as indicated by the observations received below 701 hPa. This is shown in Figures 9 and 10, indicating the average amount of data assimilated over a 24 hour period for altitudes between 701 hPa and the surface. These figures show that there is comparatively little vertical profile data contributed to the AMDAR system outside of Europe, North America (specifically the US), Japan and Australia. Additionally, the coverage within Europe, North America, Japan and Australia is not uniform.
The Relative Value of Enroute Data vs Vertical Profile Data
It is generally thought that enroute data provides the best information for longer term forecast products as it provides needed information on upper winds and the location and strength of the jetstreams.
Vertical profile data is thought to provide the best information for shorter term forecasts such as aviation (terminal area) or public forecasts. This data may also be useful in forecasting convective activity or wind shear phenomena.
Clearly, a mix of both would be ideal, as would more complete global coverage.
Figure 7: Aircraft observations at altitudes <300 hPa. Source: CMC
Figure 8: Aircraft observations between 300 and 700 hPa. Source: CMC
Figure 9: Aircraft observations between 701 hPa and the surface. Source: CMC
Figure 10: The average number of observations between 701 hPa and the surface over a 24 hour period. Source: CMC
Vertical profiles
Weekly sounding statistics are available on NOAA’s AMDAR website. The sounding data for the week of April 29 to May 6, 2012 was assessed here in detail. Comparison with weeks before and after showed that the numbers and locations of sounding data were typical, although some variation occurs from week to week. During this week sounding data was reported at 487 cities/airports for a total of 41046 soundings.
Data from this vertical profile data is presented in Figure 11. This data was broken out into geographic regions. Of this data, 62% was from the North American region, with 10% contributed by Europe and 10% by Japan. Over 6% was contributed by Australia and 2.4% by Korea. The rest of the world, including Africa, South America, Central American and the Caribbean, the former Soviet Republic Countries (including Eastern Europe and Russia), the Middle East and Central Asia, and Asia Pacific, considered Data Sparse Areas, contributed only 12% of the Global Sounding Data. These are considered to be target areas for future AMDAR programs.
Figure 11: Soundings by region. Percent of total sounding data by location for the week of April 29, 2012.
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