Thursday, May 31, 2012

Starting with NCDC cases

Using the NCDC storm events database, reports were sorted for "high wind" in the "Anchorage Muni to Bird Creek, Alaska" area. The time period was very limited; only including October 2006 through December 2011. However this still returned 41 events with wind reports of at least 50kts in the area. These 41 events were then sorted by magnitude, and split into strong (20) and weak (21) cases. The median was 72.5 which was used as the benchmark for evenly splitting the cases. From this point, the date and time of each report was rounded to the nearest 6-hour increment.

Date         Time     Wind   Class
--------------------------------------
20061003 1200 65 Weak
20061008 1800 71 Weak
20061208 1200 89 Strong
20070125 1800 83 Strong
20070129 1800 73 Strong
20070201 1200 76 Strong
20070407 0600 61 Weak
20070907 0600 67 Weak
20071025 1800 73 Strong
20071108 1800 74 Strong
20071122 1200 67 Weak
20071125 0600 64 Weak
20071208 0000 77 Strong
20080120 0600 65 Weak
20080121 1800 74 Strong
20080219 1800 74 Strong
20080305 1200 71 Weak
20080401 0600 63 Weak
20081009 1800 87 Strong
20090113 1800 91 Strong
20090115 1800 65 Weak
20090329 0600 64 Weak
20091111 1200 71 Weak
20091130 1800 72 Weak
20100305 0600 69 Weak
20100510 1800 71 Weak
20100816 1800 63 Weak
20100924 1200 51 Weak
20101203 1200 72 Weak
20110101 0600 75 Strong
20110407 0000 87 Strong
20111014 0600 68 Weak
20111024 1800 68 Weak
20111025 0600 62 Weak
20111103 1200 77 Strong
20111203 1200 103 Strong
20111207 1200 75 Strong
20111210 1200 78 Strong
20111211 1800 84 Strong
20111217 1800 90 Strong
20111220 1200 73 Strong

Two files containing the date and time of the cases were created for the strong set and the weak set. 6-hour composites were then created from the NCEP/NCAR reanalysis using ESRL. The following variables were examined at both the report time and 24 hours prior:
  • 850hPa wind 
  • Sea level pressure 
  • 500hPa heights 
  • SB Lifted index 


850hPa wind 0hr

850hPa wind -24hr

Sea level pressure 0hr

Sea level pressure -24hr

500hPa height 0hr

500hPa height -24hr

SB Lifted index 0hr



With regards to the time shift concern:
Averaging the difference between the actual time of the wind report and the rounded time yielded an average of a 29 minute lag for the strong class, and a 33 minute lead for the weak class. In the composites above, the strong class does appear to lag the weak class in a number of features, however the 62-minute difference is too small of a magnitude to consider the differences on a synoptic scale. Therefore, analysis of the results will assume that all of the cases are perfectly synchronized by the time of the wind event, and that any differences in the composites are significant to the differences between strong and weak events.

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