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<br />~'~~ "~l-\'~ A" <br /> <br />Neyman: Field Experimentation in Weather Modification <br /> <br />affirmative case, (iii) to guess and to verify the governing <br />chance mechanism. <br />Our several publications on the Whitetop experiment <br />represent the confirmatory phase of research, intended <br />to verify the generality of a certain phenomenon we <br />noticed when studying the Swiss experiment Gross- <br />versuch III. Regretfully, instead of confirming or denying <br />the generality of this phenomenon (far-away effects of <br />local cloud seeding), our studies of Whitetop brought <br />evidence that there must have been some difficulty with <br />randomization, and that, therefore, "any conclusions <br />about the effectiveness of seeding, one way or the other, <br />that are based on the Whitetop experiment must be made <br />with extreme caution" (Lovasich et 801. 1971b). <br />With reference to the clo.ud seeding literature, and this <br />includes Professor Braham's present article, I have regrets <br />about the incompleteness of reports on the experiments, <br />about occasional discrepancies with facts, and about in- <br />adequacy of statistical evaluations. Following are two <br />examples: I <br /> <br />(1) In Section 3, when describing the Whitetop experi- <br />ment, Braham asserts: "This experiment was designed to <br />test the hypotheses that ... seeding of summer cumulus <br />clouds. . . would (a) alter the likelihood of precipitation, <br />or (b) alter the amount of rain reaching the ground." <br />This description, in terms of testing the two hypotheses, <br />is not quite consistent with Professor Braham's testimony <br />before the U.S. Senate Committee on Commerce on <br />March 8, 1966, as follows: "We felt that our major <br />problem, scientific problem, was to determine the condi- <br />tions under which the modest increases in precipitation <br />might occur ..." (emphasis added). This is what in- <br />terested Braham in 1966. The awareness of hypotheses <br />(a) and (b) came later. This awareness is relevant to the <br />question of adequacy of statistical methodology used by <br />Braham. Some details are discussed below. <br /> <br />(2) Braham's description of Whitetop gives the im- <br />pression of smoothness in the implementation of a care- <br />fully designed plan. However, he warns the reader that <br />his report is brief and refers to his own detailed "Final <br />Report" (Braham 1966). Being interested in the details, <br />we examined this report, and what we found determined <br />the direction of our several published studies. The follow- <br />ing numbered passages are taken from Braham's "Final <br />Report," where they are somewhat dispersed. For this <br />reason, each quoted passage is followed by the page <br />number. <br /> <br />(i) Poem oj efforts: "Project Whitetop efforts were con- <br />centrated upon afternoon convective clouds, sometimes <br />called air mass convective clouds" (p. 25). <br />When I read this, I did not know the meaning of the <br />term "air mass." Consultations with Dr. Morris <br />Neiburger, Professor of Meteorology at UCLA, revealed <br />that meteorologists distinguish two categories of summer <br />convective clouds, the "air mass" and the "frontal" <br />categories. This dictated that our studies of Whitetop <br /> <br />c;, J~.:,..._-;;_! ..._ <br /> <br />.,,~~-" <br /> <br />91 <br /> <br />be stratified accordingly (Lovasich et 801. 197180). The <br />actual stratification was performed by Dr. H.C. Chin, <br />working under the supervision of Professor Neiburger, to <br />whom I am very grateful. It was found that the Whitetop <br />seeding on the "air mass" days was marked by un- <br />beHevably widee.pread (up to the distance of ISO miles), <br />large deficiencies of precipitation on days with seeding <br />compared to controls. On the other hand, some marks of <br />"modest increases" of rainfall ascribable to seeding were <br />found for the "frontal days." <br />Curiously, the distinction between "air mass" and <br />"frontal" summer convective clouds does not appear to <br />be mentioned in Braham's article now discussed. There- <br />fore, on a recent. occasion, I took the liberty of checking <br />the opinion of Professor Neiburger. I asked two meteorol- <br />ogi.sts the question, is there just one type of summer con- <br />vective clouds or are there more? The meteorologists' <br />res.dy replies were identical. They mentioned the "air <br />ms.ss" and the "frontal" categories. <br />While ignoring the two categories, one of which was to <br />be the central effort of the Whitetop project, Braham <br />discusses a number of "post-factum partitions based upon <br />meteorological factors and on distance downwind from <br />the seeding line." His comments vary considerably: (a) <br />"Statistical support for decreases in rain was very weak <br />. ..." (b) "On days when ... the target-control differ- <br />en<:es indicate positive treatment effects of ... +68 to <br />+llOO in rain, with strong support." (c) "Since days with <br />these very tall echoes dominate the rainfall pattern in <br />so\llthern Missouri in summer, they over-balanced the <br />poElitive effects indicated for days with medium-height <br />echoes." <br />The definitive tone of Braham's assertions' on the <br />strength of statistical support attracts my attention: <br /> <br />One aspect of Whitetop which has received considerable atten- <br />tion is the fact that both target and control areas received sub- <br />stantially less rain on days we seeded than on days we did not <br />seed. .. The 'tatiltimlauppurt for tAil being due to anythifl{/ but <br />chance iI very tDtak. (Emphasis added.) <br /> <br />(ii) Plan oj Whitetop and its impl.ementation: The plan <br />of the experiment involved the following definition of <br />opE:rational days: . <br /> <br />"The defining ...riteria for operational days" were (a) certain <br />requirements about "precipitable water," and (b) "the wind <br />direction at 4,000 ft. msl over West Plains, Missouri, mUlt be <br />between 1700 and 3400 inclusive on the morning of interest." <br />(p. 12, emphasis added.) <br /> <br />However, the actual practice involved deviations: <br /> <br />(a) "There wenl days on which the criteria said 'go' but on which <br />the seeder airplanes were unable to leave the ground..." <br />etc. (p. 14). Also, (b) "Several days were included in the <br />experiment even though the criteria were just below mini- <br />mum standards because other available information indi- <br />dicated that the day would be suitable" ,(po 130). Finally, <br />(c) "in all of the situations we fell back upon the best judg- <br />ment of the meteorologist in charge. .." (p. 15). <br /> <br />The combination of the outspoken "must" referring to <br />the 4,000 ft. level wind directions and of deviations from <br />this "must" made it imperative for us to investigate the <br />relevance of the directions of winds aloft. Here, however, <br />