Laserfiche WebLink
<br />Despite the difficulties invol....ed. some techniques are available for estimation of the <br />effects of operational sccding programs. These techniques are not as rigorous or scientifically <br />dcsirablc as is the randomization technique used in research, \\-'here roughly half the sample of <br />storm e....cnts is randomly left unseeded. The less rigorous techniqucs do. hO\\'ever. ofTcr an <br />indication of the long-ternl effects of sceding on opcrational programs. <br /> <br />A commonly cmployed technique is the "target" and "control" comparison. This <br />technique is one described by Dr. Arnett Dennis in his book entitled "Weather Modification by <br />Cloud Seeding (1980)". This tcchnique is bascd on the selection ofa variable that would be <br />affected by seeding (e.g.. liquid precipitation. snowpack or streamflow). Records orthe variable <br />to bc tested arc acquired for an historical (not seeded) period of many years duration (20 years or <br />more ifpossiblc). Thcse rccords are partitioned into those located within the designated "target" <br />area of the project and those in a ncarby "control" arca. Ideally the control sites should be <br />selected in an arca metcorologically similar to the target. but onc that would bc unaffected by the <br />seeding (or seeding from other adjaccnt projects). The historical data (e.g.. precipitation) in both <br />thc target and control areas arc taken from past years that have not bccn subjcct to cloud seeding <br />activities in eithcr area. These data are evaluated for the same seasonal period as that of the <br />proposed or previolls seeding. The targct and control sets of data for the llnseeded seasons are <br />lIsed to develop an equation (typically a linear regression) that estimates the amount of target <br />area precipitation. based on prccipitation obscrved in the control mea. This regression equation <br />is thcn applied to the seeded period to estimate what the target area prccipitation would have <br />been without sccding. bascd on that obser....ed in the control area(s). This allows a comparison <br />bctween the prcdieted target area natural precipitation and that which actually oceurrcd during <br />the scedcd pcriod to dctcrminc iftherc arc any diffcrcnces potcntially caused by cloud seeding <br />activities. This targct and control technique viorks well where a good historical correlation can <br />be found between target and control area precipitation. Generally. the c10scr the target and <br />control arcas arc in tenns of elevation and topography. thc higher the correlation will be. Control <br />sites that arc too close to the target arca. however. can be subject to contamination by the seeding <br />activities. This can rcsult in an underestimate of the seeding effect. For precipitation and <br />snowpack assessmcnts. a correlation coefficient (r) of 0.90 or better would be considered <br />excellent. A correlation eoefficicnt of 0.90 would indicate that over 80 pcrccnt ofthc variance <br />(~) in the historical data set would bc explained by the regrcssion cquation used to predict thc <br />variablc (cxpected pn:cipitation or snowpack) in the seeded ycars. An equation indicating <br />perfect correlation would havc an r value of 1.0. <br /> <br />13.2 Phnical Arlllroaches <br /> <br />Thc rcsults from a statistical cvaluation. such as a target/control analysis. can bc <br />strengthened through supporting physical studies. as recommended in a response to a National <br />Research Council Report (2003) by thc Weather ~Iodification Association (WMA. 2004). One <br />techniquc that has bccn employed by the Desert Research Institutc (DRI) in thc asscssment of the <br />eflcctiveness of at least thc targeting (ifnot the magnitude) of seeding effects ofwintcr programs <br />is that of analyzing samplcs of snow from the target area during seedcd periods to detennine <br />whether silver is present in projects that use silver iodide as the seeding agent (\Varburton ct a\. <br />1995 and 1996). The following contains a summar)' of this technique. <br />