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<br />Neyman: Field Experimentation in Weather Modification
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<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
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<br />91
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<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,
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