|
<br />---
<br />
<br />~-
<br />~
<br />
<br />- ---,.r' H..~~ '" .--,_ ,
<br />
<br />Dawkins qnd Scott: Field Experimentation in Weather Modification
<br />
<br />73
<br />
<br />E-daYs, respectively. Thus, the category W-days is ob-
<br />jectively defined by the direction' of the pibal ,winds at
<br />various levels from 10 A.M. to midnight of the experi-
<br />mental day chosen to conform with Braham's wind
<br />criterion as interpreted by us with the aid of meteorol-
<br />ogists. There was never any effort made to search out
<br />the category of days where seeding produces the most
<br />negative effects, as stated by Braham, although such an
<br />effort would not be unreasonable.
<br />We are indebted to H.C. Chin and M. Neiburger for the
<br />stratification of the experimental days into air-mass days
<br />and frontal days. Actually, all four classifications tried
<br />turned out to be very effective: the stratum of experi-
<br />mental days not conforming with Braham's winds aloft
<br />hypothesis and the stratum not conforming with air-
<br />mass days always showed highly significant or significant
<br />decreases in precipitation ascribable to cloud seeding.
<br />The stratum conforming with Braham's hypothesis
<br />showed little or no effect of seeding. The middle panel of
<br />Figure B illustrates the striking difference between the
<br />effect of seeding on Br-days and on not-Br days. The
<br />lower panels contrast lV-days and E-days. On E-days
<br />the loss in 24-hour precipitation ranges from 63 percent
<br />to 43 percent per experimental day, all losses significant
<br />or highly significant. On W-days, no ring shows a signifi-
<br />cant change. For the category air-mass days, each ring
<br />also shows a negative effect ascribable to seeding, ranging
<br />from a 61 percent decrease to a 28 percent decrease (not
<br />significant in Ring E), with the entire area showing a
<br />significant 43 percent decrease. Braham's hypotheses as
<br />to which type of days would be better for seeding appear
<br />to be correct, in the sense that Braham-days are much
<br />less worse candidates for seeding than not-Braham days.
<br />.The next question was: Where are these apparent
<br />negative effects coming from? This is a study that re-
<br />quires close cooperation between meteorologists and'
<br />statisticians. A glance at Figure A suggests that the some-
<br />what less pronounced loss due to seeding which is ap-
<br />parent in Ring E might be due to the extensive Missouri-
<br />Mississippi River systems flowing along more than half
<br />of the ring, perhaps connected with the heavy industry
<br />there and its inadvertent seeding effects. A preliminary
<br />study partially confirms this suggestion, but there are
<br />insufficient data for a complete study, and there are
<br />other possible explanations, such as downwind effects.
<br />A study of upwind-downwind, as well as sidewind,
<br />effects was undertaken using hourly precipitation data.
<br />Hourly data are available only from recording gages, but
<br />they permit a study of effects over time as well as in
<br />extent. As shown in Figure C, the entire circle was split
<br />into four sectors and two rings, each 90 miles wide. The
<br />four subareas, Downwind 90-180 miles, Downwind 0-90
<br />miles, Upwind 0-90 miles, and Upwind 90-180 miles for
<br />the two pairs.of weather types E-days and W-days, are
<br />shown in the upper panels of Figure C, and for Frontal
<br />and Air-mass days in the lower panel. The solid lines
<br />show three-hour moving average hourly precipitation
<br />plotted each hour of the experimental day until noon of
<br />
<br />
<br />"'~-_"""'~_ .,_"...L':.~;~."";";":;"'~_, :,_d....;.;..c,,-':......k:;.,:....:..,.,
<br />
<br />the next day; the dashed lines give the same information
<br />for not-seeded experimental days. On E-days, the de-
<br />crease ascribable to seeding is easy to see. It is less striking
<br />but still apparent on air-mass days. We see immediately
<br />that the late afternoon and early evening buildup in
<br />precipitation, which is the chief contributor to precipita-
<br />tion on not-seeded days, just does not materialize on
<br />seeded days of the E category, no matter which subarea
<br />is under study. Less pronounced effects are seen for air-
<br />mass days, but the decapitation of storm buildups per-
<br />sists. Why does 'Seeding do this? This is more a question
<br />for the meteorologist to study, but it does require co-
<br />operation with statisticians.
<br />
<br />C. Comparison of Average Hourly Precipitation
<br />from Midnight at Start of Experimental Day to Noon
<br />of Following Day (Three-hour Moving Averages In
<br />900 Sectors Downwind and Upwind, for E- and W-
<br />Days, and for Frontal and Air-Mass Days)
<br />
<br />.t2 l' "" :~-:::.,,----. [~. "". .^
<br />'0 -....' \
<br />aOI " OOWNWIND \
<br />~ ~ j-L-\,L 90-1_ -',
<br />a. "o<J - ~ - ...._" ..
<br />o . ., .
<br />
<br />
<br />
<br />'Oll~'/'''\ ,/'" ~::..I/t)
<br />,,-...,' \,'
<br />, "J
<br />
<br />~l . 1\ . {\, -~
<br />
<br />, \' O.90mi.
<br />~""" ! -- -\,- -~}
<br />-'0~
<br />o .
<br />
<br />
<br />.Oll 1\ /\" ,~-, lOu~I.~'
<br />I \ I ,_-"", '.. UVfRI.
<br />
<br />~
<br />00 12 24 56
<br />hours
<br />
<br />1\
<br />" \ ,..-,
<br />~V'A .
<br />"r-J;i 'V r
<br />,/ '.......",,"
<br />---'
<br />
<br />
<br />o
<br />
<br />24
<br />
<br />36
<br />hours
<br />
<br />12
<br />
<br />FRONTAL days
<br />1',
<br />l \
<br />\
<br />\
<br />\
<br />\
<br />\
<br />
<br />DOWNWIND~AIR-MASS days
<br />
<br />
<br />~-l8Omi. ,...._
<br />~,,' ~-',...)
<br />-_....-~ '--/
<br />. .
<br />
<br />.02l
<br />c
<br />.2
<br />i.~
<br />~ -
<br />Cl.
<br />
<br />o
<br />
<br />
<br />l ,"
<br />I \
<br />DI, ~/\ .
<br />"-f,F- - ~
<br />--,'
<br />o' .
<br />
<br />l ... .
<br />.llI ....../"C'\..__ ,/-'/ A'
<br />-:,~ '-~ \
<br />
<br />o . .
<br />
<br />
<br />
<br />,o'l~/\ ,,.'
<br />I '-
<br />-..J '"
<br />
<br />o . . .
<br />o 12 24 36
<br />. hours
<br />
<br />
<br />~~^\ ~ t,_
<br />0-10"",. I """'......... I
<br />
<br />~
<br />"l' .
<br />
<br />UI'WIND
<br />O.tOri
<br />
<br />
<br />UI'WIND
<br />10 - IIlOmi.
<br />
<br />o
<br />
<br />12
<br />
<br />24 36
<br />hours
<br />
|