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FIG. 2. Locations of sources of historical drought data for the Great Plains, <br />1795 -1895. Green shaded areas represent climate regions based on cluster analysis <br />from Mock's (1991) analysis of nineteenth - century climate records. The dates <br />(dark green) represent years in which droughts were reported in more than one <br />region for two or more consecutive seasons. Brown areas are regions of sand dunes <br />and eolian activity, accompanied by the years (in red) in which active sand move- <br />ment was reported (Muhs and Holliday 1995). The gray region represents the gen- <br />eral region of early meteorological stations from which Ludlum (197 1) derived <br />drought years (in blue). Newspaper accounts are from a variety of newspapers in <br />eastern and central Kansas (Bark 1978). <br />eolian activity, and on the time line in Fig. 3. Several <br />periods of eolian activity were reported in many ar- <br />eas between 1840 and 1865, with other intervals in the <br />late 1700s and early 1800s, as well as at the end of <br />the nineteenth century (Muhs and Holliday 1995). <br />Interestingly, although some eolian activity was re- <br />ported in the 1930s and 1950s, these twentieth -cen- <br />tury droughts were not severe or long enough to cause <br />regional mobilization of dunes (Muhs and Maat 1993; <br />Madole 1994; Muhs and Holliday 1995). <br />Numerous reconstructions of precipitation and <br />summer drought have been generated for the Great <br />Plains from tree -ring chronologies located in regions <br />proximal to the Great Plains, shown on the map in <br />Fig. 4a (Table 2 contains the key for the <br />symbols in this figure). Regression - <br />based tree -ring reconstructions of cli- <br />mate tend to underestimate extreme <br />values, a consequence of the regression <br />techniques used in producing the recon- <br />structions. However, dry extremes are <br />better replicated than wet extremes, and <br />reconstructions of drought extent and <br />duration are reasonably accurate. For <br />example, in Fig. 5, a comparison of ob- <br />served and reconstructed mapped Palmer <br />Drought Severity Index (PDSI) (Palmer <br />1965) values for the severe drought years <br />of 1934 and 1956 shows that drought <br />severity is generally about one PDSI <br />value lower (less severe) for the recon- <br />structed values than for the observed val- <br />ues (Cook et al. 1998). However, the <br />spatial extents of the droughts are well <br />replicated by the reconstructed values, as <br />are drought durations of the 1930s and <br />1950s events. Although the absolute <br />severity is not duplicated in the tree - <br />ring reconstructions, assessments of the <br />relative severity of twentieth - century <br />droughts compared to droughts in previ- <br />ous centuries can still be made. The <br />amount of variance in the observed <br />drought and precipitation series ex- <br />plained by tree -ring chronologies varies, <br />with average values of about 55 %, rang- <br />ing up to 67% (Table 3). These values are <br />good compared to those obtained in <br />dendroclimatic studies in the semiarid to <br />aria western United States, where trees <br />are notably sensitive to climate. The tree - <br />ring records, of course, are unable to explain all of the <br />drought or precipitation variability because tree <br />growth is usually not solely affected by precipitation <br />or drought conditions (Douglass 1914, 1929). <br />Many of the tree -ring reconstructions suggest that <br />the droughts of the 1930s and 1950s have been <br />equaled or, in some regions, surpassed by droughts in <br />the past several centuries. This is illustrated in the <br />graphs of PDSI reconstructions from Cook et al. <br />(1996) and Cook et al. (1998) for grid points in east - <br />em Montana, central Kansas, and north - central Texas <br />in Fig. 6. Other studies support this finding. Stockton <br />and Meko (1983) reconstructed annual precipitation <br />for four regions flanking the Great Plains (centered in <br />2696 Vol. 79, No. 12, December 1998 <br />