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7/28/2009 2:40:04 PM
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4/23/2008 1:56:49 PM
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Weather Modification
Title
Evaluation of Bridger Range Winter Cloud Seeding Experiment Using Control Gages
Date
12/12/1983
Weather Modification - Doc Type
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<br />2000 <br /> <br />JOURNAL OF CLIMATE AND APPLIED METEOROLOGY <br /> <br />VOLUME 22 <br /> <br />TABLE 4. Ridge temperature partitions: Wilcoxon (W) and MRPP probabilities for each winter tested separately. <br /> <br /> Experimental days Zone I Zone 2 Zone 3 <br />Range <br />(oC) All sins W MRPP W MRPP W MRPP <br />Part A 1970-71 data <br />~ -7.0 61 27/34 0.10 0.05 0.47 0.46 0.20 0.09 <br />~ -9.0 46 18/28 0.06 0.05 0.31 0.46 0.16 0.12 <br />~ -11.0 30 12/18 0.03 0.02 0.05 0.06 0.004 0.003 <br />~ -13.0 25 9/16 0.04 0.04 0.03 0.05 0.004 0.003 <br />Part B 1971-72 data <br />~ -7.0 70 38/32 0.21 0.29 0.33 0.46 0.35 0.40 <br />~ -9.0 54 26/28 0.07 0.12 0.17 0.28 0.20 0.26 <br />~ -11.0 38 19/19 0.08 O.ll 0.28 0.34 0.24 0.34 <br />~ -13.0 24 13/11 0.04 0.05 0.05 0.08 0.16 0.22 <br /> <br />probability values are not as low as those of the former <br />winter, the important point is that similar results were <br />achieved in each of two separate winters. <br />The 100 days with mean Ridge temperatures of <br />-90C and below yielded low probability values in Zone <br />1, the intended target, while the partition of -130C <br />and below yielded low values by both tests in all three <br />zones. These two subpopulations have consequently <br />been chosen for more detailed illustration of results. <br />Table 5 shows various statistics for the seeded and <br />nonseeded populations for the three zones. <br />It can be seen that correlation coefficients are highest <br />between the control gages and those of Zone 1, ranging <br />from 0.75-0.85. Precipitation amounts are highest, and <br />days with zero precipitation least frequent, at the con- <br />trol and Zone 1 gages-as would be expected with <br />higher elevation sites. The frequency of precipitation, <br />mean and median precipitation amounts and corre- <br />lation coefficients generally decrease with the lower <br />elevation sites further downwind in Zones 2 and 3. <br />Therefore, the results there should be interpreted with <br />more caution. <br />The mean and median precipitation amounts at the <br />control gages are seen to be less for the seeded days <br />than for the nonseeded. This difference is in the di- <br />rection of the type I statistical error suggested in pre- <br />vious analysis of the BRE as discussed in Section 1. <br />In contrast, mean and median precipitation amounts <br />are similar for seeded and nonseeded days in Zone 1. <br />It is interesting to examine the spatial variation of <br />the differences associated with seeding. This has been. <br />done by calculation of the Wilcoxon probability and <br />mean double ratio for each gage and plotting of the <br />results in Fig. 3. It should be expected that calculation <br />of these statistics for individual gages will yield more <br />"noise" in the results than use of the mean of all gages <br />in a zone as done previously. Local topography and <br />forest cover would be expected to increase the variance <br />in single site measurements. . <br /> <br />Figure 3 shows the spatial pattern for the 100 days <br />with Ridge temperatures ~ -9.0oC. It indicates that <br />the lowest probability values and highest double ratios <br />tend to be in the northern portion of Zone 1, the <br />intended target. However, three additional gages have <br />probabilities less than 0.05 along the southern edge of <br />Zones 1 and 2 and one gage has a value of 0.05 far <br />downwind in the foothills of the next mountain range. <br />The highest probabilities and lowest double ratios tend <br />to be in the central and northern portions of Zones 2 <br />and 3, or east of the low probability gages in the north- <br />ern portion of Zone 1. Thus, there does seem to be a <br />general pattern in probability values with either high <br />or low numbers usually grouped together. It would be <br />disquieting to observe alternating high and low values <br />in close proximity in a random fashion. <br />The AgI plume tracing results and generator cali- <br />brations previously cited suggest that mean ice particle <br />concentrations should have ranged from about ten to <br />. several hundred per liter in the AgI plumes for the <br />partitions ~ -90C. Concentrations at warmer tem- <br />peratures would be expected to be much lower. Thi~ <br />offers a'plausible phy~ical explanation for the statistical <br />suggestions. <br /> <br />b. Partitioning by 700 mb temperature <br /> <br />As discussed in Section 4, the 700 mb temperature <br />(hereafter noted by T7(0) is believed to approximate <br />the AgI plume-top temperature above the Main Ridge. <br />The mean height of the 700 mb surface was 2950 m, <br />so T700 was closely assoCiated with the Main Ridge <br />temperature measured at 2595 m. The reasoning for <br />using T700 in addition to Ridge temperature to partition <br />the experimental days is as follows. The Ridge tem- <br />peratures are averages for the entire 24 h day. They <br />indicate nothing regarding the presence of clouds suit~ <br />able for snowfall formation. Often, however, storms <br />lasted for only some fraction of the day. Therefore, <br /> <br />I'. <br />'1 <br />" <br /> <br />
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