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<br />First, long-period climatic data outside the seeding <br />area, yet relatively close to it, are very scarce <br />in the San Juan area. Second, the partial correlation <br />coefficients in any regression equation have standard <br />errors of varying magnitudes. In the case of <br />variables giving high explanation, the standard error <br />is relatively low. However, as new variables are <br />added, the overall explanation may go up but the <br />standard error on each partial correlation coefficient <br />in the regression equation also increases until it <br />is generally larger than the coefficient itself. <br />In other words, trying to explain tree growth by a <br />~arge number of variables is questionable for the <br />error margin is too large. On the other hand, to <br />use fewer variables with lower standard errors <br />reduces the overall percentage explanation so <br />prediction becomes similarly restricted. <br /> <br />Finally, we return to our original comments that, <br />given a correlation of tree growth and climatic data <br />for a set period, any extrapolation either backwards <br />or forwards in time assumes a constant relationship <br />between the controlling factors and the tree's <br />response; as has been pointed out, this is not <br />necessarily the case. <br /> <br />ANALYSIS OF SYNOPTIC TYPES <br /> <br />A classification of weather types for the western <br />U.S., developed by members of the California <br />Institute of Technology in the early 1940's, <br />was obtained from North American Weather Consul- <br />tants, Santa Barbara. The classification is of <br />3 day weather types and covers the period 1928-1958. <br />The classification was developed to aid forecasting <br />procedures and recognizes approximately 16 character- <br />istic sequences of synoptic events which form the <br />basis of particular weather types. Each type is <br />identified principally by the positions of the semi- <br />permanent .elements of circulation, such as the Pacific <br />Anticyclone, the Aieutian cyclone, and the trajec- <br />tories of polar outbreaks and cyclone paths, and <br />produces characteristic surface conditions over the <br />western U.S. (Figure 27). As an example, Elliott <br />(1951) notes for type Bn-c "the meridional character- <br />istic of the flow becomes quite mar~ed with a well <br />developed trough aloft at about 100 W. Frequently, <br />a strong dynamic cyclone remains trapped for <br />several days in the southern Great Basin. The polar <br />outbreak...flows westward through mountain passes as <br />well as southward along the eastern front of the <br />Rockies and produces much-bel ow-normal temperatures <br />throughout most of the western U.S....Precipitation <br />is likely to be excessive near the mean trough." <br /> <br />Initially, the weather types were grouped into two <br />major units: zonal types (i.e. those in which the <br />principal component of the circulation is W - E); <br />and meridional types (i.e. those in which the <br />principal component of the circulation is N - S). <br />The percentage frequency of these two groups on an <br />annual basis, 1928-1958, is shown in Figure 28 . <br />There is clearly a decrease in zonal types and an <br />increase in meridional types up to approximately <br />1951 when a reversal of the two trends occurs. <br /> <br />The frequencies of meridional and zonal types have <br />been further investigated on a seasonal basis. <br />Only the winter months will be discussed here <br />(Figure 29). A more detailed analysis is pre- <br />sented by Bradley (1976). <br /> <br />300 <br /> <br />'0100 <br />.; <br />z <br /> <br />MERIDIONA~S ______ /'\ /\ <br /> <br />/ -" V \ A <br /> <br />'\ ZONA~TYP;.S ^ ^*I \.~ <br />~ '-' ""J V \/"'-* <br /> <br /> <br />50 <br /> <br />o <br />1928 30 32 34 36 38 40 42 44 46 48 50 52 54 56 1958 <br /> <br />Figure 28. Synoptic Weather Types of North America; <br />frequency of zonal and meridional types. <br />Starred line indicates the minimum esti- <br />mates due to absence of data. <br /> <br />120 <br /> <br /> <br />100 <br /> <br />'040 <br />.; <br />z <br />20 <br /> <br />..........\ <br />I \ I <br />\ I \ I <br />\1 \ I <br />\ I " \I <br />'. I ZONAL TYPES <br />V <br /> <br />o <br />1928 30 32 34 36 38 40 42 44 46 48 50 52 54 1956 <br /> <br />Figure 29. Synoptic Weather Types of North America; <br />winter frequencies of zonal types <br />(dashed line) and meridional types <br />(solid line). Years indicate beginning <br />of winter seasons. <br /> <br />Zonal types show a marked fall in frequency at <br />approximately 1941-1942. The mean seasonal fre- <br />quency from 1928-1929 to 1941-1942 is 72 days out of <br />151. For the period 1942-1943 to 1957-1958 the mean <br />is 61 days. Further, the variability of the <br />occurrence increases markedly in the latter period. <br /> <br />For meridional types, the analysis shows the <br />complementary discontinuity in the frequency of <br />types around 1941-1942, the mean for the earlier <br />period being 79 days and for the latter period being <br />90 days. Thus, the ratio of zonal types to <br />meridional types during winter months is generally <br />about 1:1 in the earlier period and 1.1.5 in the <br />late period. In anyone season, marked deviations <br />from these values will result in extreme weather <br />situations. <br /> <br />Further work using the California Institute of <br />Technology classification was undertaken in relation <br />to daily climatic data for Durango and Silverton. <br />Average climatic characteristics associated with each <br />type on a monthly and seasonal basis were computed <br />for each station for the period 1928-58. On this <br />basis it was hoped that observed fluctuations in the <br />climate of southwestern Colorado could be accounted <br />for synoptically. <br /> <br />Precipitation <br /> <br />-Winter: Fifteen types occurred during the 30 <br />winters examined; four of these types accounted for <br />approximately 60 percent of precipitation at Durango <br />and Silverton, though they occurred on only 47 per- <br />cent of days (Table 7). Types EL and E occur when <br />an extensive ridge of high pressure fro~ the north <br />causes a southerly shift in storm tracks and hence <br />precipitation. Type A occurs when a strong ridge <br /> <br />59 <br />