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Last modified
7/28/2009 2:39:19 PM
Creation date
4/18/2008 10:02:39 AM
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Template:
Weather Modification
Title
Evaluation of Idaho's 1992-1993 Winter Cloud Seeding Program
Date
10/1/1993
Weather Modification - Doc Type
Report
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<br />An attempt was made to use the differences between April 1 and February 1 SWE <br />measurements because the entire seeding generator network in the upper Snake was not <br />operational until about February 1, 1993. Only four ofthe target sites and five ofthe control <br />sites shown on figure 8 had the necessary observations. The resulting R-value was a low <br />0.798. The results indicated that the 1993 data point was 11 percent below the regression <br />line, but the departure had much less than 1 standard error of estimate. Consequently, this <br />attempt produced nothing significant. <br /> <br />One additional analysis was done with this data set to illustrate a point. A search was made <br />for a combination of target and control sites that would make the 1993 seeded winter "look <br />good," regardless of how high or low the degree of association might be or how physically <br />reasonable it was to exclude particular sites. This analysis is not valid, but shows that <br />indiscriminate searching for "good" statistical results sometimes can produce apparently <br />impressive outcomes. Figure 11 shows the highest positive departure obtained for the 1993 <br />data point from many (but not all possible) attempts ,'lith various combinations of target and <br />control sites. The 1993 value lies beyond 2 standard errors of estimate; only 1989 has a <br />greater positive departure. One might suggest that the 1993 point is significant at about the <br />2-percent level, although that suggestion would also be misleading because no randomization <br />was involved. <br /> <br />The target sites used to produce figure 11 are 28, 56, and 60, clustered at the extreme east <br />end of the target area. The control sites are 40, 63, 66, and 67, clustered on the northwest <br />end of the control zone. The target and control sites are about as distant as possible from <br />the selection in table 2. This particular combination of target and control sites probably <br />would not be chosen on any physical basis. <br /> <br />Figure 11 demonstrates that misused statistics can produce misleading results from cloud <br />seeding programs. It would be prudent for cloud seeding sponsors to request the details of <br />any evaluation scheme before a seeding program is initiated. These details should include <br />the specific analysis approaches and the specific data to be used in later statistical analysis. <br /> <br />In summary, the analysis presented provides no evidence that the 1993 cloud seeding in the <br />northern upper Snake target had any significant effect on snowfall. The best target-control <br />relationship that was found, shown as figure 10, suggested no more than a 5-percent <br />increase. However, many nonseeded years had equal and greater departures from the <br />regression equation, and the suggested increase has no statistical significance. <br /> <br />25 <br />
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