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Last modified
7/28/2009 2:27:39 PM
Creation date
10/1/2006 2:12:02 PM
Metadata
Fields
Template:
Weather Modification
Applicant
Steven M. Hunter
Sponsor Name
California Energy Commission
Project Name
Optimizing Cloud Seeding for Water and Energy in California
Title
Optimizing Cloud Seeding for Water and Energy in California
Prepared For
California Energy Commission
Prepared By
Steven M. Hunter
Date
3/31/2006
State
CA
Country
United States
Weather Modification - Doc Type
Report
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<br />Thc result of the cumulative year statistical evaluation of the operational seeding <br />programs in Group 2 is shown in Figs, 3b. The decrease in seeding effectiveness for all of these <br />seeding programs starting in about 1990, givc or take a year or two, is quite evident. Whereas <br />these secding programs indicated weak seeding effccts when evaluated aOer seeding year 2003 <br />(see Table 3), they indicatcd very strong seeding effects whcn evaluated after seL'ding year 1990 <br />(see Table 4). It can bc seen from Figure 3b that the decrease in seeding effectiveness was quite <br />sharp for the Kern River, Kaweah River and Eastern Sierra seeding programs. The decrease was <br />less sharp but no Icss signilicant than the decrcase found for the Kings River seeding program. <br />Noting the gencral decrease in seeding effcctiveness that started in about 1990, give or <br />take a year or two, an evaluation was donc on the Tuolumnc River operational seeding program <br />using the only potential target with suitable FNF data, TLG, the Tuolumne River-La Grange <br />Dam. This was done because seeding in that program first began in 1991. The evaluation of the <br />Tuolumne River seeding program at TLG showed no definitive evidence ofa seeding efTect. The <br />cumulativc year secding elTect varied between -2 and +2 percent throughout thcir pcriod of <br />operations with very weak statistical support for the results. Without additional information, it is <br />not known whethcr the lack of a seeding efTect is due to the fact that TLG is not a good seeding <br />target or that the efl'cct of seeding in the Tuolumne River watershed was severely limited by <br />whatever caused the general decrease in seeding elTectiveness in all the other operational sceding <br />programs. <br />The decay in sceding etTectiveness that started about 1990 needs extensivc study to <br />explain. Apparent in Figs, 3a and 3b are othcr shorter-term trend changcs bcfore and aftcr 1990 <br />that are interesting and worthy of study; however, this paper will focus on the decay in seeding <br />effectiveness starting in 1990 in the discussions to come and then in only a preliminary way. <br /> <br />6. Pooled estimates ofseedill~ <br />To undcrscore the significance of the decrease in secding efTectiveness that started in <br />about 1990, the estimates of seeding efTectiveness for the 7 openuional seeding programs <br />evaluated aftcr water year f990 (see Table 4) will be pooled and compared with the pooled <br />estimate of seeding for the 5 targct watersheds evaluated aftcr watcr year 2003 (see Table 3). <br />Pooling of the estimates was donc according to the method of Gabriel (2002), The weight <br />assigned to the statistical result for each of target \...'atershed was dircctly proportional to the <br />number of years that target was secded and indirectly proportional to that target's standard error <br />of estimate. It was found (see Tablc 5) that the common etTect of seeding on all 7 target <br />watersheds after water year 1990 could be said \...,ith 90% conlidence to be between +6.0% and <br />+ 13.0%. The point valuc pooled estimate of seeding is +9.4% and thc probability that the <br />seeding elTcct is grcatcr than 0% is 100%. For the cvaluation of the 5 larget watcrsheds aftcr <br />water year 2003. it was lQlInd that the common effect of secding on all 5 target watershcds could <br />be said with 90% confidence to be between -D. 1% and +6.8%, The point value pooled cstimate <br />of seeding is +3,]% and the probability that the sceding elTect is greater than 0% is 94.4%. <br />Although a positive elTect of sccding is suggcsted either way. the motivation to explain and <br />compcnsate. if possible, for the decay in seeding cffectiveness is ob\'ious and compelling, <br /> <br />TaMe 5. Pooled opcrational program results for the 7 operational programs aOer water year 1990 <br />and the 5 operational programs aOer water year 2003. <br /> <br />43 <br />
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