J. Great Lakes Res. 22(4):845-863 Internat. Assoc. Great Lakes Res., 1996 Impacts of the Great Lakes on Regional Climate Conditions Robert W. Scott and Floyd A. Huff Illinois State Water Survey 2204 Griffith Drive Champaign, Illinois 61820 ABSTRACT. Estimates of lake-induced spatial changes of six climate variables (precipitation, mean minimum and mean maximum temperatures, cloud cover, vapor pressure, and wind speed) were derived for the entire Great Lakes basin. These patterns were estimated by a comparison of maps of each weather variable using: (1) all regional climate data, and (2) regional data when observations within an 80-km zone around the lakes were removed. Results generally confirm expectations and prior findings, but point to inadequacies in data collection that limit a highly precise analysis. Lake effects are most noticeable in precipitation and temperature and vary considerably by season, time of day, and lake size. Greatest lake influences are found near Lake Superior where up to 100% more precipitation falls downwind of the lake in winter compared to that expected without its presence. During summer, all lakes cause a downwind decrease in rainfall of 10% to 20%. Mean minimum temperatures in the basin are higher in all seasons and over all lakes. Lake-induced reductions in mean maximum temperatures in the region are observed during spring and summer. Effects on cloud cover are greatest during winter and show increases of approximately 25% in areas downwind of Lakes Superior and Michigan. Conversely, the cool summertime waters of Lakes Michigan and Huron reduce cloudiness roughly 10%. Variations in vapor pressure are consistent with observed changes in temperature. Amounts in winter are estimated to be 10% to 15% higher across the center of the basin, but decrease by roughly 5% to 10% at many lake shore sites in summer. Seasonal wind speed data were considered to lack an appropriate number of quality long-term climate stations to determine spatial lake effects. Surface elevations, increasing east of the basin, complicated detection of effects due solely to the lakes. INDEX WORDS: Great Lakes, precipitation, temperature, clouds, vapor pressure, climate impacts. INTRODUCTION It is well known that the Great Lakes exert a considerable influence on the climate of their region. Much of this influence is due to differences in the heat capacities between the water and land surfaces of the area, and to the large source of moisture the lakes provide to the lower atmosphere. In addition, changes in terrain height adjacent to the lakes further alter climate variables. Physical considerations suggests that major effects of the lakes are: 1) to moderate maximum and minimum temperatures of the region in all seasons (with perhaps little net effect on mean temperatures), 2) to increase cloud cover and precipitation over and just downwind of the lakes during winter due to the relatively large heat and moisture source present, and 3) to decrease summertime convective clouds and rainfall over the lakes because of the greater atmospheric stability imparted at the surface by the relatively cooler water. Past research has confirmed these expectations for portions of several lakes or entire individual lakes. However, seasonal c1im~te effects over the Great Lakes basin as a whole are still somewhat illdefined. This is due largely to a continued lack of quality long-term climatic data surrounding all lakes obtained with a station spacing sufficient to resolve and define adequately the boundaries and extents of the effects the lakes superimpose on synoptic weather variables. Substantial climate research has been performed on portions of the Great Lakes, specifically for Lakes Michigan and Ontario. Indeed, recent work has been completed on shortrange mesoscale forecasting and monitoring of winter time variables over Lake Ontario (Reinking et ai. 1993). However, the effects displayed by the remaining lakes and that of the entire basin on local climate have received much less attention. Climate studies over parts of the Great Lakes basin are not new. Early work by Day (1926) and 845 846 Scott and Huff Horton and Grunsky (1927) documented seasonal effects by the lakes on precipitation. These effects were suspected to be due, in part, to increased snow fall downwind of the lakes in winter. Blust and DeCooke (1960) quantified higher precipitation totals over the land in summer and over the lake waters in winter. These results were echoed by others, including Hunt (1959) and Wilson (1977) in studies conducted around Lake Ontario, and by Changnon (1968) and Bolsenga (1977) in additional research on Lake Michigan. The increases in wintertime precipitation, for the most part, result from lake-effect snow events, created by the transfer of heat and moisture to cold, dry, continental polar air masses moving over the lakes. Danard and McMillan (1974) estimated that approximately 52% of the moisture that evaporates from the lakes in winter immediately precipitates downwind within the lakes' region, causing a substantial increase in the lee-side snowfall. Preferred areas for this enhanced accumulation have been well documented by Petterssen and Calabrese (1959), Changnon (1968), Strommen (1968), Eichenlaub (1970), Wilson (1977), Braham and Dungey (1984), and others. Day (1926) also suggested an enhancement of lake-generated thunderstorm activity over land areas adjacent to the lakes during warm months. Changnon (1966), Lyons (1966), and Wilson (1977) attributed these effects to shoreline low-level convergence generated locally by the lake breeze phenomenon. Conversely, Lyons (1966) provided evidence that deep convection does not often form over the lakes in summer, and existing storms substantially dissipate when moving over the lakes due to the greater stability imparted to the lower atmosphere by the cooler lake surfaces. Lake effects on temperature have been quantified as well. Kopec (1967) found substantially higher air temperatures along the northern shores of Lake Superior in January and lower values in July compared to areas well away from the lake at the same latitude. Danard and Rao (1972), Boudra (1981), and Sousounis and Fritch (1994) found similar results for winter based on modeling efforts of cyclones over the Great Lakes. Similarly, Dare (1981) showed a large negative departure of heating degree day accumulations near the shores of Lake Michigan during the early part of winter due to the lag in the cooling of lake waters compared to land surfaces. Phillips (1972) statistically examined factors controlling temperature modification over Lake On- tario and explained 86% of the variance by: the surface temperature of the upwind air mass, the surface water temperature, and the length of time air was in contact with the lake. He concluded that temperature modification happened quite rapidly as air moved over the lake with more than half of the change occurring within the first 10 minutes of airnake contact and within about 3 km of the windward coastline. Wylie and Young (1979) found similar results over Lake Michigan, indicating that surface-based temperature inversions in wintertime rose to their maximum heights after only 50 km of travel from the windward shoreline. Examination of other climate variables has revealed measurable lake influences as well. Danard and McMillan (1974) estimated that 48% of the moisture evaporated from the Great Lakes remains in the atmosphere as increased water vapor and clouds well downwind of the lakes. Cox (1917), Petterssen and Calabrese (1959), Eichenlaub (1970), Danard and Rao (1972), Colucci (1976), and Hjelmfelt (1988) are among many noting changes in atmospheric pressure due to both lake temperature and lake shape. All cited the Great Lakes as a preferred region for wintertime cyclogenesis. Similarly, Strong (1972) documented anticyclonic development over the lakes in summer due to cooler lake waters. Changes in wind speed and direction and cloud cover have been reported by Lyons (1966), Weber (1978), Scott and Grosh (1979), and Comer and McKendry (1993). All describe the effects of summertime lake-land contrasts and lake breezes on ambient conditions. Similarly, Passarelli and Braham (1981) have pointed to a link between land breezes and parallel shoreline snow bands in winter. More recently, Kristovich and Steve (1995) documented wintertime lake-effect cloud frequencies over the lakes using satellite data. Sousounis and Fritsch (1994) show evidence that the lakes not only alter the speed and direction of the surface wind fields but also alter the structures and paths of weather systems moving through the region on a lake aggregate scale. Interests in the impacts of the Great Lakes extend far beyond their initial meteorological effects. Those involved in lake hydrology and lake management are interested in the long-term weather features and feedback mechanisms in place within the basin. What is not available for hydrologic research is detailed information on the average spatial patterns of lake effects by all lakes on seasonal precipitation, temperatures, winds, clouds, and vapor pressure. Climatic Impacts of the Great Lakes The primary objective of this research was to estimate, in as much detail as possible, the magnitude of lake effects imposed by each of the Great Lakes on the above climate variables. It was our intent to remove substantial lake influences from the climate data. In this created scenario, downwind climate conditions likely are dominated to a much greater extent by the large-scale synoptic weather patterns moving across the area. All aggregate lake effects may not be addressed adequately by this work, and may remain in some analyses at a noticeable level. Thus, reference in this paper to a "lake-effect" or "no-lake-effect" area may not always encompass the total of these larger scale lake influences. DATA AND METHOD OF ANALYSIS The climate of the Great Lakes basin was analyzed for lake effects on six climate variables. These included: precipitation, mean minimum temperature, mean maximum temperature, cloud cover, wind speed, and water vapor pressure. Although each parameter is recorded within standard meteorological observations, all data were not obtained from a single source. Temperature and precipitation data were extracted from the archives of daily data of the National Climate Data Center (NCDC) or Canada's Atmospheric Environment Service. Cloud cover, vapor pressure, and wind speed data in the United States were averaged from hourly surface airways observations at selected first-order stations, obtained from NCDC, and described by Petersen (1991). In Canada, these data were taken from averages listed in several data publications (Canada Department of Transportation 1968; Environment Canada 1982, 1984). Data for each element were averaged by season (winter = December, January, and February, etc.) for the period 1951-1980. This was the last 30-year interval for which all data elements were available (except for cloud cover data in Canada that were from 1941-1960). Only sites with less than 10 percent missing data were included in the temperature and precipitation analyses. Some of the hourly data for the United States were of a lesser temporal quality as were some of the Canadian published data. No attempt was made to adjust for missing values. An analytical technique was devised to extract lake effects from the full analysis of climate data encompassing the basin. Past research at the Illinois State Water Survey on the Lake Michigan basin provided climatological techniques for defining the extent of lake effects on monthly, seasonal, and an- 847 nual precipitation, temperature, and other weather conditions (Changnon 1968). Inspection of these results and those of other studies found significant lake effects within a variety of distances from the lake shores. Gatz and Changnon (1976) considered lake-induced visibility restrictions due to enhanced condensation on hygroscopic nuclei to be confined to within 10 km of the lake. Scott and Grosh (1979) studied infrared satellite imagery to investigate summertime cloud cover over southern Lake Michigan and found a tendency for pre-existing afternoon cloud cover (cloudy or clear) to be advected over the land-lake boundaries for distances up to 40 km. Braham and Dungey (1984) used a 40-km wide band to estimate the effects of Lake Michigan on winter snowfall. Lyons (1966) reported on a case study of the effects a lake breeze imposed on a transient squall line 80 km inland from Lake Michigan. Strommen and Harman (1978) tracked lake-effect snow over the Michigan shore from 65 km to as far as 105 km inland (although the latter distance likely was enhanced by topography). Considering these and other studies and analyses of air mass and storm characteristics, an 80-km wide band around the lakes was selected that it was thought would likely include most of the area with detectable lake effects. Surrounding this band, a relatively large area was chosen within which a full regional analysis was conducted of each climate parameter to define the spatial characteristics of the elements well beyond the lake-effect region. This latter region extended for approximately 300 km beyond the lake-effect areas, except for only about 100 km in Pennsylvania and New York where large topographic effects complicate the analysis. In this manner, we attempted to exclude from our analysis as much of the terrain influences on climate as possible in order to investigate those effects derived solely from the lakes. Averaged data were plotted and manually analyzed to establish a seasonal pattern of each element over the entire Great Lakes basin and the surrounding areas. Then, a second map was constructed ignoring all data within the 80-km lake-effect band, and thereby, defining a "no-lake-effect" pattern across the basin, derived only from regions presumably unaffected by the lakes. These two maps were compared, and the measured differences were attributed to the "lake-effect" within the basin. The variability of the above parameters across the Great Lakes basin due solely to lake effects is complex. That is, much of the basin is devoid of observational data due to the lakes themselves; ap- 848 Scott and Huff proximately 35% of the region is covered by water. Unfortunately, much of the land area also has a lack of quality, high resolution, long-term climate data. Substantially fewer precipitation sites exist to the north of Lake Huron and around nearly all of Lake Superior compared to the remainder of the lake shores and surrounding land areas of the United States and southern Ontario (Fig. la). These are critical locations to establish the magnitude and extent of lake influences. The concern is heightened with temperature which is observed at fewer sites (Fig. 3a), and even more so with the remaining parameters (Fig. 7b) that are observed largely from first-order stations only. Thus, isopleth construction over water and over land areas in data poor regions, are subject to some analytical uncertainty. Prior research has provided some useful guidance in pattern estimation in data void areas. As stated earlier, Phillips (1972) and Wylie and Young (1979) reported rapid modification of surface air flowing out over Lake Ontario. Thus, considering that the prevailing wind in winter, for example, has a strong westerly or northwesterly component, spatial patterns in the current research are drawn to reflect a relatively rapid change in weather conditions on the predominant windward side of the lakes. Analytical difficulties are not limited to poor data coverage. The substantial change in orography around the basin can complicate detection of lake influences. Air masses that approaches the Great Lakes from the west are continental in nature. These air masses are seasonally homogeneous because they move off the vast, relatively flat farmlands of the North American prairies. To the east of the Great Lakes, however, the general terrain rises abruptly into the rolling hills of the Appalachian Mountains. Petterssen and Calabrese (1959), Wilson (1977), and Strommen and Harman (1978) have documented the strong terrain effects in the climate record around the Great Lakes, especially east of Lake Ontario. Estoque and Gross (1981) and Hjelmfelt (1988) have shown similar results from numerical simulation. Beyond this, another complication exists within the data themselves. Along the common border between Canada and the United States, it became apparent that wintertime precipitation totals at Canadian sites were 25% to 40% higher than totals in adjacent areas of the United States. Other seasons displayed no such discrepancy. It is likely that this difference results from contrasting methods of quantifying melted precipitation from snow fall. Most stations in the United States measure precipi- tation during snow events by melting the amount of snow collected in a standard 8-inch rain gage. In Canada, however, the method employed is to estimate precipitation from a straight 1O-to-l ratio between snow depths and liquid precipitation. The quality of snowfall measurements is poor due to the fact that as wind speeds increase, gages become less able to catch and retain fallen snow for observation. This has been well reported in the literature, most recently by Groisman and Legates (1994). Warnick (1956) and Larson (1971), among many others, documented observation deficiencies as high as 80% and 67%, respectively. Groisman and Legates (1994) extend the problem to wind-driven rainfall as well. Bolsenga (1977) summarized that these deficiencies substantially obscure lakeland differences in precipitation, especially differences that are small. Snowfall measurements in the United States inevitably underestimate actual wintertime precipitation. However, the 10-to-l ratio of depth measurement in Canada may frequently result in observations that are too moist during events of even moderately dry snow. Therefore, the analyses of wintertime precipitation between the two countries were kept separate, but with isohyets in the United States being matched roughly with values 25% higher on the Canadian side. Regardless, since this research considered only the changes in precipitation induced by the Great Lakes, the lake-effect charts should be relatively unaffected by this procedure. SELECTED ANALYSIS AND RESULTS The full compliment of charts concomitant with this report is quite large. Only a select sample of results will be presented here. These include the "all data" and "lake-effect" charts for: precipitation, component temperature, cloud cover, and vapor pressure during winter and summer. Charts delineating climate as it may appear with the lakes removed and all spring and autumn charts can be found in Scott and Huff (1996). Winter Precipitation Figure la shows the total precipitation pattern for winter (which includes lake-induced effects) for the Great Lakes basin and the surrounding region. Precipitation site locations are indicated by dots. Isohyets on precipitation maps are drawn for every 25 mm. Dashed lines are used over the lakes, indicating that the analyses in these areas represent only a Climatic Impacts of the Great Lakes a. All data (100) o , .. (150) '200 ,', b. Lake-effect FIG. I. Average precipitation (mm) over the Great Lakes basin in winter: a) using all data and b) showing lake-induced changes. Heavy line on b) represents the 80-km lake-effect boundary. Dots indicate locations ofprecipitation sites. Values in parentheses are for Canada. 849 850 Scott and Huff best approximation. As stated in the previous section, data across Canada and the United States are analyzed separately for this season only; isohyet labels in Canada are shown in parentheses. A general increase in precipitation is observed from northwest to southeast across the entire area. Superimposed on this overall pattern are large maxima in precipitation over the eastern portion of all lakes and adjacent land areas. Highest magnitudes are associated with Lakes Superior, Huron, and Ontario. Maxima found inland over central and western New York and northern lower Michigan likely are enhanced by terrain effects (Strommen and Harman 1978). Unlike many previous studies, isohyets in the current investigation are not analyzed in a tight pattern along the eastern lake shore. Instead, they are spread further to the west, reflecting the results of Phillips (1972), Wylie and Young (1979), and Braham and Dungey (1995), all of whom suggested rapid modification of air masses flowing over the lakes. Results here compare reasonably well with those from prior climatological studies. Gatz and Changnon (1976) show similar locations of most maxima and minima centers over Lake Michigan, but with magnitudes that differed by ±1O%. A primary difference is the precipitation maximum in northern lower Michigan. Eichenlaub (1970) placed a similar feature further to the west while Gatz and Changnon (1976) placed the feature even further west. Strommen and Harman (1978) matched the location given by the present work, but then presented evidence that the center moves from west to east, and then back west throughout the late autumn to early spring period. All of these differences likely can be attributed to natural variability caused by different temporal domains and the stations used. In addition, broad pattern agreement is found between this study and Wilson's (1977) I-year investigation over Lake Ontario. Both studies show higher precipitation over the southwestern and eastern parts of the area, and the enhanced influence from the rise in terrain well to the east. A comparison of the analysis in Figure la to the no-lake-effect chart for winter (not shown) reveals the location and magnitude of lake effects on wintertime precipitation (Fig. 1b). (The location of the 80-km boundary is superimposed.) Precipitation maxima attributed to lake influences are observed to the east of all lakes. Greatest effects are found over eastern Lake Superior and over the land just east of the lake. Here, the increase reaches 125 mm, corresponding to a percentage increase slightly greater than 100% of the no-lake-effect estimate. The maximum is exceptionally high due likely to the lake's large surface area, great depth, and westeast orientation which aligns the lake approximately parallel to the prevailing wintertime wind direction. The lake seldom freezes over a substantial portion of its surface. Thus, this allows for a long fetch of airflow over open water, and conditions develop that promote a strong influence by its warm moist surface to the air mass above it. Lake-effect precipitation increases of 90% and 50% are observed downwind of Lakes Huron and Ontario, respectively. East of Lake Huron, an area of enhanced precipitation extends past the 80-km boundary to about 100 km from the lake. These occurrences were uncommon throughout our analyses. The high precipitation totals east of Lake Erie and well east of Lake Ontario are influenced also by the local topography, and thus are difficult to separate by cause. Wilson (1977) found precipitation increases of approximately 25% near Lake Ontario, and over 50% in regions of higher terrain just to the east. The current study shows a 50-mm increase in southwestern lower Michigan that represents a departure of about 35%. Changnon (1968) calculated a 30% increase for this area, but a much higher increase in extreme northwestern Michigan of about 50% compared to just 20% for the current study. It is likely that differences in precipitation patterns and amounts between the current work and prior studies are due mostly to natural temporal variability and variances in the number and location of stations used. Aggregate lake effects on wintertime precipitation appear to be contained within the 80km boundary. Summer Precipitation Long-term summer precipitation patterns (Fig. 2a) reveal a general trend of higher precipitation in all directions away from the Great Lakes basin. Distinct minima of precipitation are seen over each lake. The cooler lake waters help stabilize the surface boundary layer above them and inhibit surface-based convection that commonly accompanies summertime precipitation. The patterns over Lake Michigan closely parallel those of Gatz and Changnon (1976), although rainfall amounts in the current study are about 10% higher. Similarly, Wilson (1977) also indicated lower precipitation over Lake Ontario, and showed higher precipitation to the south and north of the lake as is revealed here. Rainfall near Lake Erie shows a less well defined rainfall minimum. Climatic Impacts of the Great Lakes a. All data 250 275 b. Lake-effect FIG. 2. Similar to Figure 1, except for average precipitation (mm) in summer. 851 852 Scott and Huff Since it is the shallowest of the Great Lakes, it warms faster seasonally. Therefore, its water surface temperature more quickly approximates the air temperature of adjacent land areas, and thus, reduces the negative effect of a cooler lake surface on convective precipitation. The summer no-lake-effect chart (not shown) suggests that some influence due to the lakes' presence may remain in the analysis. The rainfall pattern for the region outside the basin was quite variable and created a minimum within the basin with higher rainfall towards the southwest, southeast, and northeast. The cooling effect of the lakes likely generates a concomitant large scale subsidence in the summer season (Strong 1972) that may extend beyond the 80-km boundary set by this study. A much larger region of extended analysis than is used here would be needed to test for this effect. The resulting lake-effect analysis (Fig. 2b) indicates less rainfall across most lakes during the summer due to the inhibiting influence of the lakes. Maximum departures exceed the no-lake-effect estimates by 50 mm over north central Lake Huron, eastern Lake Ontario, and south central Lake Superior, corresponding to a change of about 20%. Elsewhere, decreases were about 25 mm (10%). Increases found well to the southeast of Lake Erie are likely terrain enhanced. The general summertime lake-effect pattern has similar attributes to those of Changnon (1968) and Lyons (1966), both showing decreases in rainfall over Lake Michigan. In addition, results here are comparable to work by Augustine et al. (1994) who used a satellite-based rainfall estimation technique and found mean summer decreases on precipitation of 18%, 14%, and 32% over Lakes Michigan, Superior, and Huron, respectively. Changnon (1968) shows a 20% increase in rainfall over northern lower Michigan (perhaps terrain enhanced) and a 10% increase in its Upper Peninsula (likely convergence of lake breezes). Only the latter of these is weakly detected here. Part of the region in northern lower Michigan is outside the 80-km zone and, therefore by definition, is not affected by the lakes in the present study. Over-lake precipitation, expressed as a percentage of change attributed to lake effects, are summarized in Table 1. In general, lake-induced precipitation is highest during winter and autumn when lake waters are typically much warmer than the air flowing over them. This scenario provides moisture for enhancing clouds and precipitation. TABLE 1. Approximate seasonal change in precipitation (in percent) from the no-lake-effect analysis for each of the Great Lakes by season. Lake Superior Michigan Huron Ontario Erie Winter Spring Summer Autumn 100 40 60 15 15 40 -25 0 -20 10 -20 -10 -20 -20 -10 50 20 20 20 20 Conversely, beginning in spring over Lakes Michigan and Ontario and spreading to all lakes in summer, the lakes act as a stabilizing force on the lower atmosphere, decreasing convective rainfall. In all seasons, effects are greatest over Lake Superior, a result of its large size, and east-west orientation (being approximately parallel to the prevailing westerlies). These factors maximize the time available for air to move over the lake and be modified. Conversely, being the smallest water body, Lake Erie, as would be expected, creates the least influence. In addition, it must be pointed out that air masses reaching Lakes Erie and Ontario typically have been modified by first passing over the larger lakes to the north. This would tend to decrease the intensity of lake influences here compared with that measured near the larger lakes. Departures east of Lakes Erie and Ontario are also substantially influenced by the rapid increase in elevation of the adjacent terrain, masking the effects due solely to the lakes. Temperature Lake effects on mean seasonal temperatures are very evident due to differences in the heat capacities of land and water. The Great Lakes provide a significant source of warmth to the atmosphere during colder seasons, but conversely, they generally cool the region in summer. Seasonal analyses indicate that the greatest lake influence occurs on mean minimum temperatures in winter and on mean maximum temperatures in summer. Wintertime mean minimum temperatures increase substantially from north to south across the Great Lakes region (Fig. 3a). Superimposed on this pattern are relatively high values over and south of each lake. Temperature contours are drawn tightly on the northern shores of most lakes, based on the Climatic Impacts of the Great Lakes a. All data -24 b. Lake-effect FIG. 3. Similar to Figure I, except for mean minimum temperature CC) in winter. Dots indicate locations of temperature sites. 853 854 Scott and Huff findings of Phillips (1972) and others, with the strongest gradient found over Lake Superior. A 6°C change in air temperature occurs in a distance of about 50 km into the lake from the northwestern shore, with a total increase of goC across the lake. Similar increases of 4°C to 5°C are found along northern shores of Lakes Huron and Ontario. Conditions over Lake Michigan display a latitudinal component due to the north-south orientation of the lake with a 3°C to 4°C increase along its eastern shore. The effect over Lake Erie is minimal, again due to the lake's smaller volume and likely more rapid temperature moderation, concomitant with adjacent land surfaces. The rather zonal appearance in the isotherms west of the lakes was extended across the region to create the no-lake-effect chart with little assistance from isotherms east of Lakes Ontario and Erie. Values at stations in the east were highly variable due to the topographical influences that complicated the analysis. Regardless, the resulting lake-effect chart shows positive departures of mean minimum temperatures near each lake (Fig. 3b). A warmer over-lake air mass in excess of goC is seen over south central Lake Superior. Northern Lake Michigan and central Lake Huron generated a 4°C increase. The smaller and more southerly lakes (Ontario and Erie) created a +1°C to +2°C departure. Wintertime mean maximum temperatures likewise increase from north to south across the domain (Fig. 4a) but with less range than was observed nocturnally. The pattern across the region is again strongly zonal. Warmer latitudinal conditions are observed again over the basin and are quantified in the temperature anomalies of the lake-effect chart (Fig. 4b). Differences are much smaller than were observed in mean minimum temperatures. A 2°C temperature increase attributed to lake-effect exists over parts of extreme western and southeastern Lake Superior and northern Lake Michigan. A 1°C increase is observed over most larger lakes and south central Lake Ontario. Once again, effects attributable to Lake Erie are negligible. This research included analyses on the components of daily temperature. A comparison of Figures 3b and 4b describe lake effects on mean temperature. Maximum departures in winter approach 5°C over southern Lake Superior and 2°C to 3°C over the northern portions of Lakes Huron and Michigan. Lake Ontario shows departures of 1°C to 2°e. Lake Erie indicates a positive 1°C change in mean temperature that maximizes in the eastern part of the lake. These seasonal data (December - February) are in reasonable agreement with findings of Kopec (1967) who showed higher mean temperatures for January alone of 7°C over Lake Superior, 2°C to 3°C over Lakes Michigan, Huron, and Ontario, and 1°C to 2°C over eastern Lake Erie. Gatz and Changnon (1976) revealed a 3°C lake-effect warming over northern Lake Michigan for January. Mean minimum temperatures in summer (Fig. 5a) continue the pattern found for nocturnal conditions during winter. That is, the substantial effect of the Great Lakes on nighttime temperatures in summer is to warm the overlying air. The effect is most evident around the more southerly lakes. Maximum temperature gradients of about 2°C to 3°C are found around Lakes Erie and Ontario. These smaller lakes likely warm faster seasonally, and thus, at night will be warmer than adjacent land surfaces. Lake Superior stands out as an exception with essentially no shoreline temperature differences, except for one small region adjacent to the Keweenaw Peninsula. The warmer conditions in extreme southwestern Lake Michigan may be enhanced by an urban effect of Chicago. In quantifying these effects, the extent of warmer conditions is greatest (in excess of 3°C) over northern Lake Huron and on the western sides of Lakes Ontario and Erie (Fig. 5b). Temperatures at least 2°C higher are found over the balance of these lakes, and also in smaller areas of eastern Lake Michigan and extreme south-central Lake Superior. Thus, diurnal warming of the smaller and more southerly lakes in summer raises over-lake temperatures to values higher than the temperatures that occur over the land due to nocturnal cooling. A near neutral influence on temperature is shown over Lake Superior. Due to its size (hence, slower warming) and more northerly location (i.e., less insolation), temperatures over Lake Superior more closely parallel nocturnal land temperatures. Only near the Keweenaw Peninsula, which may trap water to its east and allow it to warm more, do effects on mean temperature occur at levels similar than that observed near other lakes. Typical diurnal heating increases summertime mean maximum temperatures over land to values well above those observed near the lake shore (Fig. 6a). Substantially cooler conditions are indicated over all of the Great Lakes, but not outside the 80km buffer region. Temperature anomalies of 3°C to 4°C are found over the larger lakes, and maximize at 5°C over Lake Superior. The coolest air mass within the domain is actually found in this area rather than far north of the basin. Climatic Impacts of the Great Lakes a. All data 855 -10 ------ -10 -9 -ll ___________ -7 --~-~: ~~~ ~-3 b. Lake-effect FIG. 4. Similar to Figure 1, except for mean maximum temperature eC) in winter. Scott and Huff 856 a. All data 8 ~7 8 8 b. Lake-effect FIG. 5. Similar to Figure 1, except for mean minimum temperature (0C) in summer. Climatic Impacts of the Great Lakes 857 21 a. All data ----- 21 ~22 22_______ 23 24 ( 27 ----¥---3O 29 28 b. Lake-effect FIG. 6. d ~\~ Similar to Figure 1, exceptfor mean maximum temperature (OC) in summer. 858 Scott and Huff Isotherms away from the basin again suggest that a rather zonal pattern would exist across the region without the presence of the lakes, and thus, the lake-effect chart (Fig. 6b) displays substantially cooler conditions due to the lakes. Greatest departures in mean maximum temperatures (-6°C) are observed over northern Lake Superior. Temperature changes of at least -3°C are present over much of the three largest lakes. Lakes Erie and Ontario show changes of -2°C. Lake effects on summertime mean temperatures (combining Figs. 3b and 4b), suggest a net cooling effect imposed by the lakes over Lake Superior (about -3°C) and Lake Michigan (-1°C). Conversely, the western ends of Lakes Erie and Ontario show slightly warmer conditions, while the effects of Lake Huron on temperature at night are largely canceled by opposite effects generated during the day. Results over Lake Superior are comparable with July mean temperatures analyzed by Kopec (1967) where departures of -4°C to -5°C were indicated. He likewise found only small lake effects elsewhere, about _1°C. Gatz and Changnon (1976) show a _1°C departure in July mean temperatures over most of Lake Michigan and _2°C in the extreme southern portion of the lake. Once again, departures there may have an urban effect superimposed. Besides natural variability, differences between these past studies and the present investigation were influenced from the inclusion of June and August data in the current work only. Magnitudes of lake effects on temperature during other seasons are not as great (Table 2). Mean minimum temperatures increase as a result of the lakes' presence during all seasons and over all lakes. Conversely, the influence of the lakes on mean maximum temperatures results in a cooler nearby air mass during spring and summer, but with slightly warmer conditions over some lakes in autumn and winter. Overall, effects on component temperatures TABLE 2. season. are smallest during spring with mean minimum temperatures and in autumn with mean maximum temperatures, both transitional periods. Not unexpectedly, largest and smallest absolute changes in temperature are found over Lakes Superior and Erie, respectively, largely a function of their respective sizes and, thus, the amount of water mass avail~ able for air temperature modification. Once again, air masses passing over the southeasterly most lakes typically have been influenced by first passing over the larger lakes to the north. That is, the temperature differences between these air masses and the lake water surface is not the same as that observed over the larger lakes. This suggests the tendency for a smaller lake effect on temperature over the smaller lakes. Summary of Other Climate Conditions The seasonal values of cloud cover, vapor pressure, and wind speed were computed from surface airways hourly data provided by NCDC (1986) and prepared by Petersen (1991). These data possess a much reduced station density compared with precipitation and temperature (shown in Fig. 7). Nevertheless, lake influences on some of these variables are detectable and are displayed in Figures 7 and 8 and summarized in Table 3. Cloud cover parallels the results observed with precipitation. That is, cloud frequency is most affected by the lakes during winter due to the vast heat and moisture source the lakes provide to the lower atmosphere into the cold, dry, continental polar air masses moving over them (Fig. 7a). Maximum effects occur over the larger lakes and tend to reach greatest magnitudes on their eastern sides. Conversely, summertime cloudiness is reduced due to the increased stability imparted to the lower atmosphere from the relatively cooler lake waters (Fig. 7b). As might be expected, lake-influences in Maximum temperature departures (0C) attributed to lake-effect for each of the Great Lakes by Mean minimum temperature Lake Superior Michigan Huron Ontario Erie Winter 8 4 4 2 1 Spring 3 1 1 1 1 Summer 0 2 3 3 3 Mean maximum temperature Autumn 3 3 4 3 2 Lake Superior Michigan Huron Ontario Erie Winter Spring Summer Autumn 2 2 -3 -6 ~ ~ 1 1 0 -3 -3 -1 -2 -2 -2 0 0 1 1 0 Climatic Impacts ofthe Great.Lakes a. Winter lake-effect b. Summer lake-effect FIG. 7. Lake-induced changes in cloud cover (tenths of sky covered) over the Great Lakes basin in a) winter and b) summer. Dots indicate locations of hourly data sites. 859 Scott and Huff 860 a. Winter lake-effect b. Summer lake-effect FIG. 8. Similar to Figure 7, except for average water vapor pressure (mb). Climatic Impacts ofthe Great Lakes 861 TABLE 3. Maximum departures (0C) in cloud cover and vapor pressure attributed to lake-effects for the Great Lakes by season. Vapor pressure Cloud cover Lake Superior Michigan Huron Ontario Erie Winter Spring 25 25 15 7 7 0 0 0 0 0 Summer 0 Autumn -9 -12 0 11 0 0 0 5 5 summer are smaller in magnitude than those during winter. Summertime cloud reductions are related strongly to daytime heating over the adjacent land while the relatively warmer lake water conditions influencing wintertime cloud cover occur nocturnally, as well. Even so, it is likely that the extent of summertime reductions in cloud cover are greater than what is shown here. In general, cloud reductions in summer are limited predominantly to the skies directly over the lakes. However, due to the lake breeze phenomenon, clouds frequently form just inland from the lake shore and offset cloud reductions as viewed from lake shore sites. Cloud data from over-lake regions would be required to document the full extent of lake-induced summertime cloud reductions. Values of average water vapor pressure parallel those of temperature and show strongest lake influences (increasing values) across the central part of the basin during winter and autumn (Table 3). These are seasons when the relatively warmer lake waters provide a high moisture source to the surface boundary layer above the lakes and a direct effect on vapor pressure. Wintertime increases appear most associated with Lakes Huron, Michigan and Ontario (Fig. 8a). However, the lack of sufficient lake shore sites, especially east of Lake Superior, was a large limiting factor in the analysis. Although actual vapor pressure is higher in summer than in winter, substantial sources of moisture exist over the land in the warmer seasons (evaporation and transpiration) that are not present in the cooler seasons. Therefore, variations across the lake-land boundaries are reduced. Due to the relatively cooler water temperatures, lake effects in summer generally decrease water vapor pressure, but in reality, changes are small. Maximum effects that straddle southern Lake Superior and Michigan's Upper Peninsula do not exceed 8%. Lake effects on wind speed, generated by differ- Lake Superior Michigan Huron Ontario Erie Winter Spring Summer Autumn 0 -8 -6 0 3 6 14 4 0 0 0 0 0 -2 15 17 -4 12 3 3 ences in land-lake surface roughness and land and lake breeze thermal circulations, are well-documented in the literature. Nevertheless, data from the sparse number of long-term climate stations presented here do not reveal detectable lake influences. Averaging of hourly reports greatly smooth short term diurnal wind speed anomalies generated by the lakes. In addition, wind speed measurements are influenced strongly by local topography and instrument exposure. All of these factors may have masked lake influences beyond the point of detection. SUMMARY AND CONCLUSIONS This paper summarizes the results of an effort to incorporate the findings of previous investigators, along with those generated by our recent research, into a ready reference on much of the quantitative impacts of the Great Lakes on regional climate conditions within the entire basin of the five lakes. Such information is not presently available, but represents a pertinent need to hydrologists, meteorologists, climatologists, and others concerned with the problems generated by this huge inland water body. Average spatial distributions of seasonal climate conditions over the entire Great Lakes basin were investigated to derive estimates of lake-induced influences on six weather parameters: precipitation, mean maximum and mean minimum temperatures, cloud cover, vapor pressure, and wind speed. Effects were estimated by first analyzing each variable using all data within the basin, and then performing a second analysis which eliminated data within an 80-km buffer zone around the lakes. A quantitative measure of lake-effects was obtained by a comparison of these two analyses. The analytical intent was to remove as much lake effects as possible from the climatic record, leaving primarily the synopticly-derived influences on each parame- 862 Scott and Huff ter. Aggregate lake effects likely were not resolved adequately by this research as was indicated in some analyses. However, the substantial local effects observed just downwind of each lake appears to have been documented well in most cases for the parameters investigated. Lake effects are observed most clearly in precipitation and temperature with considerable variation between seasons. However, lake influences are found also in other weather variables examined. Results generally confirm theory and analyses from previous research. Analyses indicate that the greatest modification occurs over and just downwind (to the east and southeast) of all lake shores while upwind regions are only minimally affected. Observed differences between this study and those in the past are likely due to natural temporal and spatial variability across the basin. Due to the strong subjective nature of this and many prior works, it would be difficult to suggest anyone study as presenting a more accurate analysis. Nevertheless, this is the first work to specify the local seasonal influences by all lakes on these variables. The use of an 80-km band around the Great Lakes in order to encompass all lake effects appeared to be adequate for this study. Discrimination between lake effects and topographical influences on climate conditions, especially large just to the east of the basin, was not undertaken. Although, only partial results are presented here, a full report is available (Scott and Huff 1996). In conclusion, our work has provided new quantitative evidence of the magnitude of lake effects on several climate variables. Nevertheless, the lack of a good quality, high density, long-term climate data network across the entire basin is a limiting factor in any future effort to define lake effects more precisely. This is especially true in the documentation of cloud cover, vapor pressure, and wind speed, but also to a lesser degree in quantification of precipitation and temperature variations within sub-basins around the lakes. One suggested improvement would be a cloud climate study using infrared satellite imagery over the region as the period-of-record of these data increase towards an acceptable climate norm. Improved sensors within current and future satellite imagery and NEXRAD radar facilities, combined with surface measurements, should assist in quantifying conditions in data void areas. Finally, development of an alternative technique to incorporate greater resolution of aggregate lake effects would be beneficial. ACKNOWLEDGMENTS The authors wish to thank Stanley A. Changnon and Kenneth E. Kunkel of the Illinois State Water Survey for their review and comments on the manuscript. We extend thanks to Linda Mortsch of Environment Canada for arranging access to the Canadian data. In addition, we sincerely appreciate the work of Water Survey staff members, Dave Cox, for his assistance in preparation of the illustrations, and Jean Dennison for her professional word processing support. This work is supported under NOAA Grants COM NA16WN0351-01 and COM NA27RA0173-0l. REFERENCES Augustine, LA., Woodley, W.L., Scott, R.W., and Changnon, S.A. 1994. 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