AN ABSTRACT OF THE THESIS OF Richard James DeRycke for the M. S. Date thesis is presented /( (Name) (Degree) in Oceanography (Major) Title AN INVESTIGATION OF EVAPORATION FROM THE OCEAN OFF TH.E OREGON COAST, AND FROM YAQUINA BAY, OREGON Abstract approved Redacted for Privacy /(Major Professor) A weather station was established on the dock of the Oregon State University Marine Science Center, Yaquina Bay, O:Legon. A total of 197 weather observations was made from 30 June ber 1966, 1966 to 23 Septem- with emphasis on the determination of the rate of evapora- tion from an evaporation pan and from atmometers. Sources of observational error were investigated and corrections applied as necessary. The daily variation in evaporation was determined. The correlation between wind, vapor pressure, and evapora- tion was found. Atmometers were used to estimate the evaporation from the surface of Yaquina Bay, and the possibility of using atmo- meters at sea was investigated. AN INVESTIGATION OF EVAPORATION FROM THE OCEAN OFF THE OREGON COAST, AND FROM YAQUINA BAY, OREGON by RICHARD JAMES DERYCKE A THESIS submitted to OREGON STATE UNIVERSITY in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE June 1967 APPROVED: Redacted for Privacy Prolèssor of Oceanography In Charge of Major Redacted for Privacy Chairman of Department of Oceanography Redacted for Privacy Date thesis is presented 1/ Typed by Marcia Ten Fyck ACKNOWLEDGEMENT I wish to thank Dr. June G. Pattullo for her help and guidance throughout this project. My appreciation also goes to Mrs. Susan J. Borden for her help with problems on some of my computer programs, and to Mr. Duane Frdman at the Marine Science Center in Newport, Oregon, for his help in running salinities and in setting up the atmometers. Special thanks goes o my wife, Dennis, for her help in data processing and in typing up the rough drafts of the thesis. TABLE OF CONTENTS Page INTRODUCTION EQUIPMENT USED OBSERVATIONAL PROCEDURE AND DATA ANALYSIS Observational Procedure Determination and Correction of Observational Error Data Analysis DISCUSSION OF RESULTS The Evaporation Day Evaporation Correlated to Wind Speed Evaporation as a Function of Height Above the Sea Surface Daily Evaporation Rate Estimation of Sea Surface Evaporation Using Atmometers Equation of Evaporation COMPARISONS WITH OTHER STUDIES Reduction of Pan Evaporation to Sea Surface Evaporation Average Daily Sea Surface Evaporation Equation of Evaporation 1 4 11 11 14 18 20 20 25 25 27 27 31 34 34 34 35 SUMMARY 36 BIBLIOGRAPHY 38 APPENDICES 40 LIST OF FIGURES Figure Page 1 Location of the weather station. 5 2 Arrangement of atmometer and burette. 8 3 Average hourly temperature of the air, bay surface water, evaporation pan water, and average incoming radiation (Q). 12a Schematic representation of the tilt of the surface water in the pan caused by a northwest wind. 16 Error produced by the wind blowing over the water surface of the evaporation pan. Some points signify more than one observation. 16 Average hourly vapor pressure of pan water, bay water and air. The average hourly relative humidity is also shown. 21 4 5 6 7 8 9 Average hourly cloud cover, pan evaporation and wind velocity. Normal surface air pressure (in mb) over the Northeast Pacific Ocean, based on U. S. Weather Bureau 22 Normal Weather Chart (August). 24 Average pan evaporation observed at various wind speeds. 24 10 Atmometer evaporation rate (E 11 Correlation between atmometer evaporation (E) and pan evaporation (E). 12 Estimated sea surface evaporation as a function of at5.5rn100%. a ) vs height. Rate the sea surface water vapor pressure (e), air vapor pressure (ea), and wind speed (kt). 26 28 32 LIST OF TABLES Page Table 1 A comparison of the constants of evaporation as determined by the author, Rohwer (1931), and Kohier (1954). 35 A1' INVESTIGATION OF EVAPORATION FROM THE OCEAN OFF THE OREGON COAST, AND FROM YAQUINA BAY, OREGON INTRODUCTION The purpose of this study has been to investigate various methods of estimating evaporation from the surface of the sea and to estimate the evaporation from the sea off the Oregon coast. It is not possible, at present, to determine directly the amount of evaporation from the sea surface, as no technique for doing this has yet been devised. Two indirect methods of determining evaporation from the sea surface have been used. One method involves the use of heat budget computations and another uses evaporation pans. The heat budget method assumes that the temperature of the ocean in the region is unchanging and that there is a balance at the sea surface between solar radiation, heat conduction, back radiation and evaporative heat transfer. Sverdrup, Johnson, and Fleming (1942) have shown how the heat budget method may be used to esti- mate evaporation from the sea surface. Because it is not possible to determine solar radiatior, back radiation, and heat conduction with a great deal of accuracy, evaporation determined using the heat budget method is considered somewhat inaccurate. Another method of determining evaporation from the sea is to measure evaporation (E) fron an evaporation pan at a known elevation (Z) above the sea surface. Sea surface evaporation is then estimated from empirical relationships. This method is used in this study. Evaporation measurements were made in an evaporation pan above the surface of Yaquina Bay, Oregon. As Yaquina Bay is only a short distance from the Pacific Ocean (Figure 1), it is assumed that the physical factors affecting evaporation in the bay are not very different from those of the open ocean within a few miles of the bay. The physical fac:tors assumed to be nearly the same are: wind velocity, air vapor pressure, sea water vapor pressure, and air turbulence. One of the major problems in such a study is that an evaporation pan cannot be expected to evaporate at the same rate as the bay surface below it. Several attempts were made in this study to make the pan's evaporative characteristics closer approximations to the evaporative characteristics of the bay. An attempt has been made to correct pan evaporation rates for the errors introduced by having the pan above the bay surface. The possibility of using atmorneters for evaporation measurernents at sea was investigated. The atmometer evaporates water from a porous porcelain sphere and can be used to measure the evaporativity of the atmosphere. Evaporation was first determined in an evaporation pan, and, using atrnometers, sea surface evaporation was estimated. 3 Observational errors were determined as part of the study. The relationship between evaporation and environmental factors was estimated and an eqLlation was written expressing the relationship. A comparison was made between the results of this study and the results of other studies in this field. Evaporation from the sea has been studied by Jacobs (1951), Wast (as discussed by Defant, 1961), Sverdrup (1951), and many others. Most of their studies involved the use of evaporation pans or heat budget computations. Laevastu (1960) has summarized the work of many individuals on the subject of evaporation. He also developed a method for correct_ ing evaporation rates for the effect of the change of wind velocity with height above the sea surface. Rohwer (1931) and Kohier (1954) studied evaporation from evap- oration pans on land. They developed equations expressing evapor- ation as a function of wind velocity and the difference between pan water vapor pressure and air vapor pressure. They also investigated many of the problems associated with the use of evaporation pans. Lane (1965) studied the climate and heat exchange at the airsea interface off the Oregon coast. The factors affecting evaporation in the area were estimated as part of this study. 4 EQUIPMENT USED A small weather station was operated from 30 June, 1965 to 23 September, 1965 on the end of the dock at the Oregon State University Marine Science Laboratory near Newport, Oregon (Figure 1). This location was chosen to give the best available approximation to marme atmospheric conditions as they exist off the Oregon coast. It was assumed that the marine air flow was not greatly affected by the small amount of land between the weather station and the ocean. There were no significant obstructions to the air flow in the immediate vicinity of the evaporation pan. The equipment used at the weather station consisted mainly of standard U. S. Weather Bureau instruments. The following is a description of the various items of equipment. (1) Evaporation pan An evaporation pan of four foot diameter was used. It was placed on a platform 5. 5 m above mean high water. A stilling well was placed in the pan. (Because the base of the stilling well was made of steel, it tended to rust very rapidly in the salt water. The stilling well base was painted twice to prevent rusting; this effort met with a moderate degree of success. For this reason no evaporation data were gathered on the periods 7 July to 9 July and 24 July to 29 July. Even after the stilling IpA* LJ o_______ z 4 w o 0 WEATHER STATION o a naut. me NEWPORT U- 0 4 a. YAQUINA BAY TOLEDO '2 Figure 1. Locatioo of the weather station. well base had been painted some rust accrued o it and on the bottom of the evaporation pan.) A hook gage calibrated in cm was used to measure the water level in the evaporation pan. It could be read with an accuracy of 0. 002 cm. (2) Rain gage A standard eight-inch non-recording rain gage was mounted near the evaporation pan. The measuring stick was calibrated in inches, and tenths. (3) Sling psychrometer A standard sling psychrometer was used to obtain the wet and dry bulb air temperatures. These were estimated to be accurate to 0. 1°C. The relative humidity was determined from these readings. (4) Hygrothermograph A hygrothermograph was placed near the platform on which the evaporation pan was mounted to obtain continuous records of temperature and humidity. (5) Thermometer A. laboratory thermometer was used to determine the temp- erature of the bay surface water and the temperature of the water in the evaporation pan. It had been calibrated by the author and had an accuracy of 0. 1°C. 7 (6) Anemometer Wind speed and direction were determined by the use of a hand-held anemometer and a wind vane located on the dock. The velocity was read in knots and direction in points. The instru- ment was calibrated against velocities indicated by two other anemometers and found to be accurate within approximately 1 kt. (7) .Atmometers The atrnometers used on this study each consisted of a porous porcelain sphere 5 cm in diameter, on a lacquered stem (Figure 2). In use, a hose was connected to a 50 ml burette and to the neck of the atrnometer. The volume of water evaporated was measured (in ml) directly on the burette. It should be noted that the atmometer gives a volumetric measure of evaporation while evaporation pan measurements yield a linear amount of evaporation. The atmometers were intercalibrated three times during the project to see if they all operated at the same rate, They were operated at the same elevation during intercalibration. The difference of evaporation rate was insignificant when all atmometers were operated under exactly the same conditions. It was thought that the height of the water column in the burette would affect the rate of evaporation from the atmometer. Tests were run to see if the idea was true. The results showed that - ATMOMETER BURETTE LACQUERED STEM RUBBER HOSE Figure 2. Arrangement of atmometer and burette. the height of the water column exerted an insignificant effect upon the evaporation rate for those heights of the water column used in this study. The atmometer must only be handled by holding the laquered neck (Livingston, 1935). Dust, or possibly in this case salt, can decrease its efficiency and accuracy. For this reason the atmo- meters were washed after each exposure to the air. Only distilled water can be used in them as dissolved solids in the water will clog the pores. They also required several hours of soaking and opera- tion before they were operating efficiently and accurately, as evidenced by comparison of the evaporation rates between atmometers and by the repeatability of the readings. After intercalibration, the atrnometers were operated simultaneously at several different levels above the water surface to determine the change of evaporation rate as a function of height above the sea surface. At least one atmometer was always operated adjacent to the evaporation pan in order to correlate pan evaporation rate with atmometer evaporation. The lowest atmometer was placed ç'n a small raft and was about one meter above the water surface. The others were placed at 1. 5, 3. 0, and 5. 5 m above mean high water. The atrnon-ieters were changed to a new position (e. g. the highest was moved to the lowest position and the lowest to the second highest position, etc. ) for each new time series. The rotation of 10 the atmometers was done to decrease any errors arising from minor differences in evaporation rates between atmorrieters. 11 OBSERVATIONAL PROCEDURE AND DATA ANALYSIS Observational Procedure The weather observations were taken by the author in accordance with the U. S. Weather Bureau manual, !nlnstructions for Clirna- tological Observers (U. S. Weather Bureau, 1962). The observations were taken on three or four days each week during the summer months of 1965. Weather observations were generally taken at two to four hour intervals between 0800 and 2400 (Pacific Daylight Time). Atmometer observations were taken at more frequent intervals be-. cause they appeared to be much more sensitive to atmospheric changes than the evaporation pan. However, an atmometer observa- tion was usually made each time a weather observation was made. As a rule, atmometer observations were not made more than a few hours after dark as they became quite erratic as soon as a small amount of dew appeared on the spherical surface. Each observation consisted of the following: The height of the water in the pan was measured five times and the mean of the five measurements was determined. The type of clouds and the amount of cloud cover (in tenths) were recorded, The wet and dry bulb temperature of the air was taken 5. 0 m above mean high water. The temperature of the water in the 12 evaporation pan and the temperature of the surface water of the bay was also determined. The level of the water in the atmometer burettes was determined during those times that the atmometers were operating. Observations were made of the present weather conditions, e. g. raining, cloudy, clearing, fog. Usually the evaporatLon pan was emptied and refilled at least once a day. This served several purposes. As the evaporation pan was intended to serve as a simulation of bay surface conditions, it was necessary to maintain in the pan as nearly as possible, the temperature and salinity of the bay. An increase of salinity was ex- pected, and this was observed. As a rule, the salinity never increased more than four parts per thousand above the bay salinity. Although this is a large change in salinity by oceanographic standards, such a rise in salinity has an insignificant effect upon evaporation rates The temperature of the pan water always tended to be higher than the bay water (Figure 3). This was due almost entirely to the effects of solar heating of the water. Thus the temperature of the pan water tended to rise and fall each day due to the sunlight mci- dent upon the pan. The average incoming radiation (Q) as deter- mined by Maughan (1965) during June and July (1965), is shown in Figure 3 and its relationship to pan temperature is apparent. It is N U) I- pan (Q5). radiation incoming average and water, evaporation water, surface bay air, the of temperature hourly Average s) (hour 2324 22 2021 19 18 I? 16 15 14 13 12 3. Figure time ii 10 0809 07 040506 0203 0001 'I TT 0.2 S 0.4 12 '3 'C 14 0 I5 0.8 1 ' 16 1.0 3 0 7 LC 18 1.4 19 13 interesting to note that the average temperature of the bay surface water did rise slightly each day, but not nearly as much as did the pan water temperatqre. Three attempts were made to control the pan temperature. A shallow aluminum pan was fabricated and the evaporation pan was placed in it. The evaporation pan was held about Z. 5 cm above the bottom of the outer pan by thin boards which allowed a free passage of water over most of the bottom surface of the evaporation pan. Ice was then placed in the outer pan. It was hoped that the ice would at least lower the pan water temperature a few degrees. Unfortunately, the solar radiation was great enough to overshadow any significant cooling effects of the ice. Another attempt was made to lower the evaporation pan water temperature by adding ice within the water in the evaporation pan. This was done by freezing water in tin cans and then placing the "ice cubes' in the pan. This method also failed to lower the pan water temperature significantly as a temporary drop of only about 0. 50 was noted The evaporation pan was emptied and refilled on many days in the afternoon. The water with which the pan was refilled was taken out of the bay and had the same temperature as the bay. However, the temperature of the recently refilled evaporation pan water immediately began to rise and had a temperature of well above bay water temperature abotit an hour after refilling. This attempt to 14 control the temperature of the pan water was also unsuccessful. None of the attempts to lower the water temperature of the evaporation pan was successful. However, it is thought that the effect of this temperature diference can be reduced appreciably through the use of an empirically determined equation. It was necessary to refill the atmometer burettes periodically, usually once a day. On some days with high evaporation rates it was necessary to refill the burettes as often as every four hours. Determination and Correction of Observational Error Early in the study it became evident that the water level as measured in the pan was changing elevation more erratically than should be expected from evaporation alone. It was found that occasionally the water level rose even on days when there was no precipitation. This suggested that the wind stress and the thermal expansion of the water might be causing the rises in the water elevation as determined on the hook gage. Investigation showed that the amount of thermal expansion of the water could lead to measurable changes in level when there was a change of 2° to 30 in the water temperature between observations. Therefore it was decided to apply a correction, using coefficients of thermal expansion of sea water as given by Sverdrup, Johnson, and Fleming (1942). This correction was made in the computer 15 program using the equation: zH= cxDxT (1) Where H is the change In water elevation, C is the coefficient of thermal expansion, D is the water depth in the pan, and T is the difference in temperature between successive observations. The correction normally was not more than 0. 1 mm for about a 1. 0° temperature change and about 0. 2 mm for a 3. 00 temperature change. Variations in wind speed seemed to have a greater effect than those of thermal expansion. Apparently the lip of the pan acted in such face. a way as to cause a pressure differential across the water surThis caused the water on the windward side to rise and that on the leeward side to fall (Figure 4). The effect was measured by placing an obstacle in the path of the wind so that there was no wind over the pan surface. A water height observation was made with the obstruction in place and then another was immediately made with the wind blowing freely over the surface. The difference between the two revealed the "error" for that wind velocity. Thirty-five such observations were made for a northwest wind at various wind veloci- ties (Figure 5). A southwest wind had no observable effect. Winds from other directions were very unusual and were not used to deter- mine error. An equation expressing the effect was derived using two linear regression equations. One straight line was assumed from 5 kt to 17 kt and another from 17. 1 to 35 kt. This was done by visual 16 wind direction i1e11 Figure 4. Schematic representation of the tilt of the surface water in the pan caused by a northwest wind. 2.0 I 5 E ! i.o I.. 0 0.5 0.0 ! 0 L.' 5 I tO I IS I 20 25 wind velocity (kt.) I I 30 Figure 5. Error produced by the wind blowing over the water surface of the evaporation pan. Some points signify more than one observation. 17 estimate of the break in slope and the correlation coefficients obtamed indicated that it was a good estimate. Van Dorn (1954) found a similar increase in slope of the surface water of a small pond due to an increase in wind speed. The loss of accuracy at higher wind velocities is obvious from the figure, but few wind velocities of these magnitudes were observed during this study. The equation for the 5 to 17 kt range was: B 0. 059W - 0.279, (2) with a correlation coefficient of 0. 80 and an estimated variance of 0. 024. For wind velocities above 17 kt the equation was: B = 0. 113W - 0.274, (3) with a correlation coefficient of 0. 76 and an estimated variance of 0. 025. B is the correction in cm (always positive), and W is the wind speed in knots. No corrections were applied for wind speed less than 5 knots. The method of determination of the linear regression equations is given by Li (1964, p. 306). It should be noted that the wind was from the northwest quadrant on 55% of the observations. This wind direction introduced the only observable error into the observations, and no corrections were applied for winds from other directions. At 10 knots the correction was 0. 36 mm and at 20 knots it was 0. 99 mm. 18 Allowance was also made for precipitation. The accuracy of the precipitation measurement was less than the accuracy of the hook gage. Such inaccuracy is inherent in the method of determining pre- cipitation. For instance, mist often settled on the funnel of the rain gage and little drained into the measuring tube. It was possible, however, to measure a rise of the water level in the evaporation pan at the same time. Rain corrections were applied in the computation of daily evaporation amounts as the accuracy of the rain gage was considered adequate when data were integrated over an entire day. No corrections for precipitation were applied to the observations of shorter intervals. A greater complication was the presence of mist in the area. Mist did not fall heavily enough to be measurable in the rain gage but did effect a detectable rise in the water level of the evaporation pan. During times when rain or mist prevailed I discontinued the frequent observations of evaporation. Mist frequently appeared about 2200 each evening. Thus, evaporation observations were often cur- tailed at night. Data Analysis The data were processed using a slide rule, a calculator and a computer. The calculations of atmometer rates (Ea) were done with sufficient accuracy with the slide rule. A calculation was utilized 19 to do some of the remaining work. Both IBM 1410 and 1620 computers were used to process the bulk of the evaporation data. The principle tasks performed on the computers were the calculations of the average hourly values of evaporation, wind velocity, relative humidity, temperature of the bay water, temperature of the air, and temperature of the pan water. The equations correcting the evaporation observations for the effects of wind and thermal expansion of sea water were also solved by cornputer. Tables of vapor pressure for air and water were part of the program, and the values of vapor pressure were taken from them by interpolation. Vapor pressure was averaged for hourly values and was also used in the solution of the evaporation equation. The average wind velocity between any two successive observations was used in the calculations. 20 DISCUSSION OF RESULTS The Evaporation Day An examination of a typical evaporation day in Newport, Oregon, can now be made (Figures 6, 7). From 2400 to 0800 evaporation was negligible. The wind velocity was usually between 0 and 1 knot and the vapor pressure difference between the water (for both pan and bay) and the air was at a minimum, or even negative. This condition required that the evaporation rate be close to zero or that precipitation occur directly on the water surface. On many instances, between 2400 and 0800, the water level in the pan rose slightly, as measured on the hook gage, indicating the formation of dew on the water surface. It was also quite common for heavy fog or mist to be present all night. The rain gage was not adequate to determine accurately such small amounts of precipitation (often totaling less than 0. 05 mm). Thus, between 2400 and 0800 little or no evaporation occurred. Between 0800 and 0900 the wind velocity and the vapor pressure difference (ew ea) for both bay and pan usually began to increase. Evaporation also began to increase. Usually any fog or mist present began to dissipate about this time. The wind generally increased until around 1600, and then de- creased. There was an increase in the pan and bay vapor pressure 17 16 x Ia t iv A 15 / a) 0 90 :: s/A. a) ° 14 E a) 8O .1 70 :; 0. 13 a) 0 a) L1. -- 0 0 0. 0 S 50 ......... .....: - . ... .... 10 9 60 00 01 02 03 04 05 06 07 0809 10 It 12 13 14 5 16 time(hou rs) r 7 18 19 20 21 22 23 24 Figure 6. Average hourly vapor pressure of pan water, bay water and air. The average hourly relative humidity is also shown. N N.) N.) velocity. wind and evaporation pan cover, cloud hourly Average 24 2223 19202$ !-0.I 1 I I I I IS iT I I 16 I time(hours) $5 $4 I I 13 12 I II I tO I 09 0706 I I I '0... e.. 7. Figure 0203040506 000$ I I I I I I I 0 C .td P.c( evaporotioA h 0 . ..' LU . '1 4!b' - 0.2! 1 1j.P'I 9 0 U 'I I % ,' 4- I \ .O. I - 11 ' : 4a I, 0.3 20 I / I -4. 0 V 0.4 0 0 0 C)5 05 0 V w 10 I' 4- t3 0.7 23 difference (Figure 6) in the afternoon. The wind and vapor pressure factors both acted to cause high evaporation in the afternoon. Cloud cover also decreased in the afternoon. As evening approached, the wind dropped, the vapor pressure difference for both pan and bay decreased, and the observed evaporation decreased. Between 2000 and 2200 the air temperature approached the dewpoint, often with fog or mist coming in from the sea. Thus, by 2200 to 2400, evaporation had essentially stopped and it remained close to zero throughout the night. Therefore, about 95% of the day's evaporation occurred during a 12 hour period from 1100 to 2300 each day. The maximum pan evaporation rate was about 0. 5 mm/hr in the afternoon. It is to be emphasized that the above conditions are representa- tive of a typical day during the summer. However, they are believed to represent an adequate estimate of the average day because the marine atmosphere of the Oregon coast, at least during the summer months, is quite monotonous (i. e. little day to day variation occurs). Normally there is a high pressure system off the coast (Figure 8), and this condition is responsible for much of the weather that occurs (Lane, 1965). The weather conditions during the months of this study were nearly normal as revealed by U. S. Weather Bureau Climatological Data (1966). There were a few days during this study during which a low pressure system existed off the coast. During these 24 600 N 7 Figure 8. Normal surface air pressure (in mb) over the Northeast Pacific Ocean, based on U. S. Weather Bureau Normal Weather Chart (August). 0 0.8 0.6 E E 0.4 0 0 0 4- 0 0 0 Q. 0 > .0 0 QQ0 0 0000 0.0 0 0 - F' I I 0 5 10 I I I 30 ao 25 wind speed (kt) 15 35 40 Figure 9. Average pan evaporation observed at various wind speeds. 25 days evaporation rates were generally much lower than average. Both the wind velocities and the values of vapor pressure differences (e ea) for pan and bay were lower than average during these periods. Evaporation Correlated to Wind Speed A strong correlation between evaporation and wind speed was found (Figures 7 and 9). In Figure 9 each point represents the average pan evaporation observed at each wind speed. The lack of good correlation for wind speeds above 20 kt is probably due, at least in part, to the dearth of observations above 20 kt. Evaporation as a Function of Height Above the Sea Surface In this study it was attempted to measure the change of evaporation with vertical distance above the sea surface by using atmometers mounted in several positions above the bay surface. The increase in evaporation with the increase in height that the atmo- meters revealed (Figure 10), reflects an increase in wind velocity and a decrease in air vapor pressure with an increase in height. Each point on Figure 1 0 represents the average ratio between evaporation determined at the given height above the sea surface and the evaporation rate at 5. 5 m. The average of 81 observations was used in the determination of the value of each point. These studies did 26 I00 I90 a 80 14) 70 60 50 0 I 2 3 4 5 height Cm) Figure 10. Atrnometer evaporation rate at 5. 5 n-i 100%. 7 6 (Fa) vs 6 height. sate 27 not show the amount of error introduced due to the vapor pressure of the pan water exceeding that of the bay water. However, these studies give a correction factor 0. 65 to be multiplied by the evapor- ation rate at the pan, to correct for most of the error due to the pan being above the bay surface (Laevastu, 1960). Daily Evaporation Rate The average daily pan evaporation rate was 3. 67 mm/day for 76 days of data. If the average daily rate is multiplied by the cor- rection factor (0. 65), to obtain evaporation at the sea surface, a daily rate of 2. 39 mm/day is obtained. If it is assumed that evapor- ation proceeds at about the same rate for the entire year, this estimate yields an annual rate of sea surface evaporation of 87 rn/year. Estimation of Sea Surfac:e Evaporation Using Atmometers The possibility of using atmorrieters to measure evaporation from the sea surface was investigated. The atmorneter evaporation rates were correlated with pan evaporation rates. Figure 11 shows the c1istrbution of points obtained by plotting the evaporation pan rates (E) against atmometer rates (Ea) for observations taken sirnultaneously, when both instruments were 5. 5 m above the bay surface. A linear regression equation determined was: '.4 1.2 .cLO E C 0 0.6 -I 0 0.4 C -0.2 0 I 2 3 4 5 otmometer evaporation (mlfhr) Figure 11. Correlation between atmometer evaporation (F) and pan evaporation (F). E z 0.06 + 0. 12 E a , (4) where Ea has units of mi/hour and E has units of mm/hour. The correlation coefficient was 0. 57 and the sample variance was 0. 21. To estimate the evaporation from the sea surface (F), multiply equation (13) by the correction factor (0. 65) and 24 hr to obtain: E o = 0.94 + 0. 08Ea (mm/24 hr.). (5) By using (14) with a known evaporation rate from an atmometer 5. 5 m above the sea surface it is possible to estimate the amount of evaporation at the sea surface. The significance of equations (4) and (5) is that evaporation in volumetric quantities from the spherical surface of an atmometer can be correlated with evaporation in linear quantities from a flat surface of an evaporation pan or the sea surface. Equations (13) and (14) are obtained by statistical means and as such provide only estimates. The correlation coefficient between the two types of measurements is of sufficient magnitude to indicate that there is a real correlation between them, but the variability and hence limited reliability of such estimates is obvious from the distribution of points shown in Figure 11. On one occasion atmometers were used at sea. The observer placed the atmometers on the rail of a stationary, off-shore, oilwell drilling vessel. The hourly evaporation rates were determined from the atmometers for two days. The wind during this period did 30 not exceed 20 kt, so there was not enough wind to send spray up to the atmometers in observable amounts. The atmometers were cali- brated after they had been used at sea and no significant change in operating characteristics was detected. Thus, the atmometers apparently were not notably affected by the sea conditions occurring during the time that they were used at sea. The water evaporated by the atmometers was 11.08 ml on 1 September and 14.43 ml on 2 September. By using equation (5), an average daily evaporation rate of 1. 96 mm/day at the sea surface was computed. It is interesting to note that at this location, 1 8 miles at sea, a diurnal variation of evaporation was found. This suggests that evaporative conditions are similar for some distance from the bay at Newport. This supports the original assumption that evaporation as estimated in Yaquina Bay can be used to estimate evaporation on the open ocean in the vicinity of the bay, during the summer. The conditions for the offshore study were ideal because the sea spray was negligible and the barge was very stable. It may be concluded that atmometers are of some use in evaporation studies at sea under normal good-weather conditions. Their use would preclude those problems associated with using evaporation pans at sea such as water spilling out and spray getting into them. 31 Equation of Evaporation An equation of evaporation was determined in the form: E z (C + KV) (e w -e a ), (6) where E is pan evaporation, V is the wind speed, ea is the air vapor pressure, e is water vapor pressure, and C and K are constants. The tern-is Ez , V, e w , and e a were determined for each weather observation. The constants C and K were obtained by using a computer program which performed a stepwise linear regression on the data. The results were: C = 0. 029 (hr1), (7) with a standard error of 0. 010 and, K = 0.003 (naut. mi. (8) with a standard error of 0. 0008. The correlation coefficient was 0.44 and the sample size was 192. Therefore, the equation ob- tamed is: E z = (0. 029 + 0. 003V) (e w e ). a (9) To estimate evaporation at the sea surface (E), multiply equation (9) by the constant (0. 65) and obtain: E 0 = (0. 019 + 0. 002V) (e w - e a ). (10) A graphical representation of this equation is given in Figure 12. The wind speed (kt) and air vapor pressure must be determined 0.160 (e-e0) =3.0 0.140 2.5 0.120 0.100 0.080 1.5 a o0. 0.060 a 0.040 0.5 o.oao 0.000 - 0 5 10 15 wind speed (kt) 20 25 30 Figure 12. Estimated sea. surface evaporation as a function of the sea surface water vapor pressure (e), air vapor pressure (e), and wind speed (kt). (J NJ 33 about 5. 5 m above the sea surface in order to estimate sea surface evaporation using the graph. 34 COMPARISONS WITH OTHER STUDIES Reduction of Pan Evaporation to Sea Surface Evaporation Defant (1951) and Laevastu (1965) have discussed the results of several studies in this field. Such studies yield values of 0. 40 to 0. 58 to be multiplied by the pan evaporation rate at a height of 8 m above the sea surface. The constant (0. 65) determined in this study agrees fairly well with the other estimates. Average Daily Sea Surface Evaporation The average daily sea surface evaporation determined in this study was 2. 39 mm/day (87 cm/year). This estimate falls in the range of estimates that have been determined during several other studies. By using the results of pan measurements and weather ob- servations from various parts of the Pacific Ocean, Sverdrup, Johnson and Fleming (1942), obtained an estimate of 94 cm/year (2. 58 mm/day), for the latitude of this study. Jacobs (1951) esti- mated evaporation at 0. 63 mm/day, using an empirically derived equation. Defant (1961) estimates the evaporation from the sea surface at 1. 81 mm/day for the latitude of this study. Sverdrup (1951), gives the following estimates for the latitude of this study: 35 1. 80 mm/day, by extrapolation of evaporation pan data from the coasts of the world's oceans, 2. 11 mm/day, by actual evaporation studies at sea and by inference from weather observations at sea, 1. 58 mm/day, from heat budget estimates, 2. 00 mm/day, frorr meterological observations. Equation of Evaporation Rohwer (1931) and Kohler (1954) have developed an equation similar to the equation of evaporation determined in this study. Table 1 compares the values of the constants (C and K) as determined in this study with those of Rohwer and Kohler. Table 1. A comparison of the constants of evaporation as determined by the author, Rohwer (1931), and Kohier (1954). C K Author 0.029 0.003 Rohwer 0.016 0.005 Kohler 0.017 0.005 It is apparent that the equations compare fairly well, at least for wind speeds up to about 20 kt. 36 SUMMARY Pan evaporation varied greatly with the time of day. Most evaporation occurred between 1100 and 2300 each day, with the maximum evaporation occuri.ng in the afternoon. The average daily sea surface evaporation was estimated as 2. 39 mm/day. A high correlation between wind speed and pan evaporation was found. A correction factor of 0. 65 was obtained through the use of atmometers. This correction factor was multiplied by pan evapor- ation to estimate sea surface evaporation. An empirical equation of evaporation was obtained expressing evaporation as a function of wind speed and the difference between air and water vapor pressure. The constants of the equation were determined by statistical means and as such are only estimates of the actual constants. A method of measuring sea surface evaporation at sea through the use of atmometers and an empirically derived equation was examined. This method gave good results during a short trial at sea. Most observational error due to thermal expansion of the water and wind were removed. Several attempts to lower the temperature of the evaporation pan water were made, none of which were successful. Thus the temperature of the evaporation pan water was often higher than that of Yaquina Bay surface water. However, the results 37 of this study compare fairly well with those of other studies obtained by other means which would indicate that the effect of the higher temperatures was not significant. BIBLIOGRAPHY Defant, Albert. 1961. Physical oceanography. Vol. Pergamon Press. 729 p. 1. New York, Jacobs, W. C. 1951. Large scale aspects of energy transformation over the oceans, In: Compendium of meteorology, ed. by Thomas F. Malone. Boston, Mass., American Meteorological Society. p. 1057-1070. Kohier, M. A. 1954. Lake and pan evaporation water loss investions: Lake Hefner Studies. U. S. Geological Survey. Professional Paper 269: 127-148. Laevastu, T. 1960. Factors affecting the temperature of the surface layer of the sea. Societas Scientiarum Fennica, Commentationes Physico-mathematicae 25(1): 1-135. Lane, R. K. 1965. Climate and heat exchange in the oceanic region adjacent to Oregon. Ph. ID. thesis. Corvallis, Oregon State University. 1.15 numb. leaves. Livingston, B. E. 1935. Atmometers of porous porcelain and paper, their use in physiological ecology. Ecology 16: 438-472. Li, Jerome C. R. 1964. Statistical inference. Vol. 1, Rev. ed. Ann Arbor, Edwards Brothers, Inc. 658 p. Maughan, P. N. 1965. Measurement of radiation energy over a mixed water body. Ph. ID. thesis. Corvallis, Oregon State University. 125 numb. leaves. Rohwer, C. 1931. Evaporation from water. Washington, ID. C. 96 p. (U. S. Dept. of Agriculture. Technical bulletin no. 271) Roll, H. V. 1965. Physics of the marine atmosphere. New York, Academic Press. 426 p. Sverdrup, H. U. 1937. On the evaporation from the oceans. Journal of Marine Research 1: 3-14. Evaporation from the oceans. In: Compendium of meteorology, ed. by Thomas F. Malone. Boston, Mass., American Meteorological Society, p. 1071-108 1. 1951. 39 Sverdrup, H. U., Martin W. Johnson and Richard H. Fleming. 1942. The oceans. Englewood Cliffs, N. 3., Prentice Hall. 1087 p. U. S. Weather Bureau. 1962. Instructions for climatological observers. Washington, D. C. 76 p. 1965. Climatological data. Oregon. Vol. 71. Northern hemisphere, normal weather chart. Washington,D. C. 1 sheet. (Technical paper no. 21) 1965. Van Dorn, W. G. 1954. Wind stress on an artificial pond. Journal of Marine Research 12: 249-276. APPENDICES 40 APPENDIX I Definitions of Terms B Correction for the effect of tilting of the evaporation pan water, in cm. Temperature, degrees centigrade. C Constant of the evaporation equation in (hr1). c Coefficient of thermal expansion of sea water. cm Centimeters. D Depth of the water in the evaporation pan. La Atmometer evaporation (mL/hr), measured 5. 5 m above the sea level. £ Sea surface evaporation. F Pan evaporation (mm/hr), measured 5. 5 m above mean high water. ea Air vapor pressure, mm of mercury. e Water vapor pressure, mm of mercury. H Correction for thermal expansion of pan water. hr Hour. K Constant of the evaporation equation tiaut. mi. kt Knots. langley (ly) Gram calories/cm2. m Meters. mb Millibars. 1) 41 ml Milliliters. mm Millimeters. naut. mi. ppt Nautical mile. Parts per thousand. Solar radiation (ly/min). V Wind speed, kt. Difference in pan water temperature between observations. Z Distance above the water surface. 42 APPENDIX II Data Explanation of wind direction, present weather, and cloud type codes used. Wind Direction Code 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 Wind Direction NE NNE ENE F FSF SE SSE S SSW SW WSW W WNW NW NNW CALM FNE Present Weather Present Weather Code 01 02 03 04 05 06 07 08 09 10 12 14 blue overcast increasing clouds decreasing clouds light fog moderate fog heavy fog light mist heavy mist fog and mist light rain broken clouds 43 Cloud Type Code 01 02 03 04 05 06 07 Cloud Type Stratus NimbostratUs Stratocumulus Cumulus AltostratUs Cirrus None 44 DATA 4.. :2 4.. 4) 4) 0 4. 4) 4) 4) 4) 4) 4) C) 4. 4) .4) 5 X 06 06 06 06 06 06 06 06 06 06 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 c 30 1400 04.994 30 1540 01,698 30 1600 07.749 30 1700 07.690 30 1800 07.731 0 2000 07.707 30 2100 07.730 30 2200 07,709 30 2300 07,693 30 2400 07,697 01 0800 07.763 02 1000 07.509 02 1200 07,833 02 1300 07.875 02 1400 07.704 02 1600 07.577 02 1800 07,534 02 2000 07.481 02 2200 07.485 02 2400 07,485 03 0800 07,450 03 0900 07,447 03 1000 05.344 07 1100 03.759 07 1230 07,741 07 1400 07.821 07 1600 07.717 07 1800 07.730 07 2000 07.645 09 1530 07.038 09 1600 07.000 09 1800 06.969 09 2000 06,931 09 2400 06.950 10 0800 06.971 10 1000 06,963 14 1100 05.094 14 1200 05.089 14 1345 07.975 14 1400 07.953 14 1430 07.991 14 1500 08,022 14 1600 07,980 14 1800 07,958 4)4) 4) H 18.8 11.5 11.7 12.9 13.2 13.4 12.8 12.3 12.4 12.1 11.7 13.2 13.9 16.3 17.8 17.8 16,9 14,5 12.7 12.2 11,5 12.2 13.0 16.5 15.1 18.3 21.1 21.0 20.0 16.1 17.3 19,4 18.5 15,2 12,9 14.6 14.9 17.4 13.3 14,5 15,8 16.8 18,9 18.6 4) H 09,1 09.1 09,1 12,7 11.6 10,3 09,7 09.5 09.3 09,4 12,0 13.1 13.2 12.1 10.2 09.4 10.0 10.9 10.9 10.0 10.4 11.9 12.7 12,2 11.9 13.0 12.6 12,8 10.0 12.2 12.2 12.2 11.0 09,8 12.1 11.3 14.0 13.0 12.3 11,3 10.9 10.9 10.9 12,7 <H clj 11,8 12.1 11.7 12.2 11.7 11,4 11.3 12.2 12,0 12.4 12.2 12.9 13.4 12,8 13.1 12.8 12.2 10.6 10.9 10.1 11.7 12.2 12.8 13.9 14.0 13.9 15.0 13.9 12.9 15.1 14.2 14.7 14.4 14.5 14.5 15.6 14.9 14.4 14.5 14.5 15.0 15.1 15.6 14.9 .4) 4) 4) U -4) - 0 C) 094 094 094 094 094 100 100 094 100 100 100 085 085 085 088 088 094 100 097 099 095 085 088 094 094 094 086 094 099 083 080 080 085 094 097 086 095 097 091 091 083 083 081 089 01 01 01 01 14 10 12 12 12 12 14 01 01 01 14 01 01 14 14 16 16 14 14 14 14 14 14 14 14 12 12 12 09 09 09 09 14 14 14 14 14 14 14 14 25 25 20 10 05 05 00 00 00 00 05 10 10 20 30 30 25 10 03 00 00 05 05 12 14 16 17 12 08 06 06 04 06 05 10 08 12 15 20 20 15 15 15 08 o H 01 01 01 01 01 01 01 01 01 02 02 01 01 01 01 01 01 01 01 01 01 01 01 01 01 01 01 01 01 02 02 02 02 02 01 01 08 08 08 08 08 08 08 08 4.. -4) C 4) 4) 4)X 4) o J 06 05 04 10 10 10 10 10 10 10 10 08 08 06 05 01 02 01 02 04 10 10 10 10 10 10 10 10 10 10 10 10 06 06 09 10 00 00 00 00 rZ U C) 02 06.09 02 66.66 02-00.51 11 00.59 11-00.41 10 00.24 05-00.23 05 00.21 05 00.16 10-00,04 13-00.02 02 02.54 02 66.66 02-00,42 02 01.71 05 01.27 10 00.43 10 00,53 10-00.04 10 00.00 02 00,35 02 00,03 0? 66,66 02 15.85 02 66,66 02-00.80 02 00.44 02 00.47 02 00.85 10 66.66 10 00.38 14 00.31 14 00,36 14-00.19 14-00.22 14 00.08 01 19.48 01 00.05 01 66.66 01 00.22 H 025,00 066.66 000.33 001.00 001.00 002.00 001.00 001.00 001.00 001.00 008.00 026.00 066.66 001.00 001.00 002.00 002,00 002.00 002.00 002.00 008,00 001.00 066.66 091.00 066.66 001.50 002.00 002.00 002.00 066.66 000,50 002.00 002.00 004.00 008,00 002.00 097,00 001.00 066.66 000.25 00 01-00.38000.50 00 01-00.31 000.50 00 01 00,42 001.00 09 14 00.22 002.00 45 06 06 06 06 06 06 06 06 06 06 07 07 07 01 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 30 30 30 30 30 30 30 30 30 30 01 02 02 02 02 02 02 02 02 02 03 03 03 07 07 07 07 07 07 09 09 09 09 09 10 10 14 14 14 14 14 14 14 14 1400 1540 1600 1700 1800 2000 2100 2200 2300 2400 0800 1000 1200 1300 1400 1600 1800 2000 2200 2400 0800 0900 1000 1100 1230 1400 1600 1800 2000 1530 1600 1800 2000 2400 0800 1000 1100 1200 1345 1400 1430 1500 1600 1800 04.994 07.698 07.749 07.690 07.131 07.707 07,730 07.709 07,693 07.697 07.763 07.509 07,833 07.875 07.704 07.577 07.534 07.481 07.485 07.485 07.450 07.447 05.344 03.759 07.741 07.821 07.777 07.730 07.645 07,038 07.000 06.969 06.931 06.950 06.971 06.963 05.094 05.089 07.975 07.953 07.991 08.022 07.980 07,958 18.8 09.1 11.5 09.1 11.7 09.1 12.9 12.7 13.2 11.6 13.4 10.3 12.8 09.7 12.3 09,5 12.4 09.3 12.3 09,4 11.7 12.0 13.2 13.1 13.9 13.2 16.3 12.1 17.8 10.2 17.8 09,4 16.9 10.0 14,5 10.9 12.7 10.9 12.2 10.0 11,5 10.4 12,2 11,9 13.0 12.7 16.5 12.2 15.1 11,9 18.3 13.0 21.1 12.6 21,0 12.8 20.0 10.0 16.1 12.2 17.3 12.2 19.4 12.2 18,5 11,0 15.2 09.8 12.9 12.1 14,6 11.3 14.9 14.0 17.4 13.0 13.3 12.3 14,5 11.3 15.8 10,9 16.8 10,9 18,9 10.9 18,6 12.7 11.8 12.1 11.7 12.2 11.7 11.4 11.3 094 094 094 094 094 100 100 01 25 01 06 02 06.09 025.00 01 25 01 05 02 66.66 066,66 0]. 20 01 04 02-00.51 000.33 01 10 01 10 11 00.59 001.00 14 05 01 10 11-00.41 001.00 10 05 01 10 10 00.24 002.00 12 00 01 10 05-00.23 001.00 12.2 094 12 00 0]. 10 05 00.21 001.00 12.0 100 12 00 01 10 05 00.16 001.00 12.4 100 12 00 02 10 10-00.04 001,00 12.2 100 14 05 02 10 13-00.02 008.00 12.9 085 01 10 01 08 02 02.54 026.00 13,4 085 01 10 01 08 02 66.66 066.66 12,8 085 01 20 01 06 02-00.42 001.00 13.1 088 14 30 01 05 02 01.71 001.00 12.8 088 01 30 01 01 05 01.27 002.00 12.2 094 01 25 01 02 10 00.43 002,00 10.6 100 14 10 01 03 10 00.53 002.00 10.9 097 14 03 01 02 10-00.04 002.00 10.1 099 16 00 01 04 10 00.00 002.00 11,7 095 16 00 01 10 02 00.35 008,00 12.2 085 14 05 01 10 02 00,03 001.00 12.8 088 14 05 01 10 02 66.66 066.66 13.9 094 14 12 01 10 02 15.85 097.00 14.0 094 14 14 01 10 02 66,66 066.66 13.9 094 14 16 01 10 02-00.80 001.50 15.0 086 14 17 01 10 02 00.44 002.00 13.9 094 14 12 01 10 02 00.47 002.00 12.9 099 14 08 01 10 02 00.85 002.00 15.1 083 12 06 02 ]0 10 66.66 066.66 14.2 080 12 06 02 10 10 00.38 000.50 14.7 080 12 04 02 10 14 00.31 002.00 14.4 085 09 06 02 06 14 00.36 002.00 14.5 094 09 05 02 06 14-00,19 004,00 14.5 097 09 10 01 09 14-00.22 008.00 15,6 086 09 08 01 10 14 00.08 002.00 14.9 095 14 12 08 00 01 19.48 097.00 14.4 097 14 15 08 00 01 00.05 001,00 14.5 091 14 20 08 00 01 66.66 066.66 14.5 091 14 20 08 00 01 00.22 000.25 15.0 083 14 15 08 00 01-00.38 000.50 15.1 083 14 15 08 00 01-00.31 000.50 15.6 081 14 15 08 00 01 00.42 001.00 14.9 089 14 08 08 09 14 00.22 002.00 46 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 07 08 08 08 08 08 08 08 14 14 14 15 15 16 16 16 16 16 16 16 16 16 17 17 21 21 21 21 21 21 21 21 21 21 21 21 22 22 22 23 23 23 23 23 23 23 23 23 23 23 23 23 24 24 30 30 30 30 30 31 31 04 04 04 04 04 04 04 2000 2200 2400 0400 0800 1045 1200 1500 1600 1800 2000 2100 2200 2400 0800 1000 1100 1310 1445 1530 1620 1706 1809 2000 2100 2200 2300 2350 0400 0836 0930 1040 1150 1230 1400 1510 1600 1603 1710 1900 1905 2030 2200 2300 0900 0950 1720 1900 2030 2130 2300 0734 1000 1100 1240 1410 1615 1700 1710 1940 07.920 07,919 07,927 07,909 07.895 07,241 07.236 06.468 06,483 06,433 06,455 06.452 06.463 06.452 06.430 06,369 05.255 07.415 07,410 07.420 07,394 07.383 07.363 07.290 07.281 07,279 07.277 07.272 07.254 07.244 07.235 06.742 06.726 06.651 07.242 07,235 07.175 07,850 07.766 07.781 07.105 07.082 07,051 07.045 06,977 06.994 06.697 06,685 06,692 06.691 06.689 06.666 06.664 06.058 05,951 05.926 05,777 05,779 06.244 06.079 18,4 17.0 16,1 14.6 15.4 15.2 16.8 13,5 14.9 15.8 14,8 14,3 13,5 12.9 13,0 14,8 16.8 14.3 18.0 19.1 19.4 19.5 19.0 16,9 15.6 15.0 14.4 14.1 12.0 12.3 13.5 17.5 18,4 20.1 16.3 19.4 19.8 19.1 19.0 18.3 18.3 17.5 16.4 15.6 12.1 12.5 16.1 16.2 15.7 15.3 15.0 13.4 15.5 16.5 15.6 18.4 19.0 19.3 19.3 17.4 12.5 11.5 11.1 10.5 15.0 15,0 13,9 09.9 10.3 12.0 12.3 12.3 11.3 10.6 14.2 15.3 12.9 13.0 12,7 12.3 12.6 12.7 11.7 10.7 12.4 12,8 12.4 12.6 12.2 11.9 13.3 13.5 13.6 14,0 14.1 14.2 13.5 13,5 12.1 11.3 11.3 10.0 16.5 14.5 11.3 12,1 12.9 13.6 13.9 13.2 12.7 12.7 13.0 14.3 15,2 14.5 14.4 15.0 15.0 12.2 14.9 13.9 13.7 13.3 15.0 15.0 15.5 15.1 15.1 14.3 13.9 13,7 13.5 13.3 15.5 15.8 13.2 13.9 16.7 16.5 16.4 16,3 15.9 15.1 15.1 14.2 13,1 12.6 10.9 12.2 14.4 15.3 16.0 16.8 17.0 20.9 19.6 19.6 18.6 16.2 16.2 14.4 14.0 12.2 11.4 12.0 15.9 14.2 14.4 14.4 14.5 14.8 16.7 15.9 16,4 16.7 17.0 17.1 17.1 15.1 091 14 08 01 10 10 00.38 002.00 100 14 04 01 10 07 00.01 002,00 100 14 02 02 10 10-00.08 002,00 100 14 05 02 10 12 00.18 004.00 085 16 00 02 09 05 00.14 004,00 094 14 23 02 01 14 06,54 025.75 089 14 25 02 01 14 00,05 001.25 094 14 33 02 01 14 66.66 066.66 094 14 32 02 01 14-00.15 001.00 091 14 30 02 05 14 00.50 002.00 091 14 21 02 05 14-00.22 002.00 088 14 12 02 04 14 00.03 001.00 088 14 01 03 08 14-00.11 001.00 088 14 05 03 08 14 00.11 002.00 081 01 08 03 08 14 00.22 008.00 075 01 15 03 05 14 00,61 002.00 097 12 07 03 05 14 16.60 097.00 095 12 07 03 05 14 66.66 066.66 081 12 07 03 05 14 00,05 001.60 080 13 08 03 05 14-00.10 000.75 076 13 06 03 03 14 00,26 000.70 076 13 06 03 03 14 00.11 000.78 081 13 04 03 03 14 00.20 001.05 078 14 10 01 01 01 00,73 001.85 078 14 05 08 00 01 00.09 001.00 083 01 01 08 00 01 00.02 001.00 088 16 00 08 00 01 00.02 001.00 094 16 00 08 00 01 00.05 000.82 097 04 08 08 00 05 00.18 004.18 088 04 04 08 00 05 00.10 004.60 080 04 01 08 00 05 00.09 000.90 089 13 04 08 00 0]. 04,93 025.17 085 12 04 08 00 01 00,16 001.16 089 13 13 08 00 0]. 00,75 000,68 085 13 13 08 00 01 66.66 66.66 059 14 2. 08 00 0]. 00,07 000.80 062 14 26 08 00 01 00.60 000,80 062 14 26 08 00 0]. 66,66 066.66 066 14 25 08 00'01 00,94 001,10 084 14 20 08 00 01-00.15 001.83 084 14 20 08 00 01 66.66 066.66 083 14 10 08 00 01 00.23 001.41 085 14 02 08 00 01 00,31 001.50 01 16 00 08 00 01 00.06 001.00 100 10 06 03 10 05 00.68 010.00 090 10 06 03 10 05-00,17 000.83 100 14 21 01 08 14 66,66 066.66 100 14 19 01 10 05 00.12 000.66 094 14 10 02 10 10-00.07 000.50 094 16 00 01 10 05 00.01 001.00 094 12 03 01 10 10 00.02 001,50 094 12 02 01 10 05 00.23 008.57 094 12 04 01 09 02 00,02 001.43 097 14 10 01 01 14 07.60 097.00 092 13 14 01 01 14 66.66 066.66 02 14 13 08 00 01 00,25 001.50 071 14 19 08 00 01 01.49 002,09 069 14 15 08 00 01-00.02 000.75 069 14 15 08 00 01 66.66 066.66 089 14 14 08 00 01 01.65 002.50 47 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 06 08 08 04 1945 05.629 17.4 04 2030 05.633 16.2 0'. 2130 05.645 15.0 04 2300 05.638 14.3 05 0830 05.603 13.0 05 1030 05,567 16.3 05 1200 05.469 17.4 05 1400 05,450 19.5 05 1600 05.287 19.7 05 1830 05.172 18.2 05 2015 05.246 17.0 05 2200 05.233 15.3 05 2345 05.233 14.4 06 0830 05.089 11.7 06 1005 05,086 14.0 06 1010 05.460 14.0 06 1320 05.427 18.7 06 1325 05.051 18.7 10 1130 04.191 18.0 10 1300 05.269 14.3 10 1535 05,170 20.0 10 1637 05.057 15.2 10 1800 05,101 17.9 10 2000 05.070 17,8 10 2300 05.045 16.3 11 0400 05.039 14.8 11 0845 05.012 15.7 11 1220 04.974 20.1 11 1340 04.939 20.1 11 1345 05.414 20.1 11 1530 05.369 19.2 11 1535 04.891 19.2 12 1145 05.109 15.9 12 1510 05.079 19.1 12 1735 04.858 18.6 12 1800 04.973 18.6 12 2000 04.934 17.4 12 2325 04.860 15.6 13 0830 04.873 14.1 13 1200 04.851 19.6 13 1330 04.784 22.3 13 1500 06.518 16.3 16 1200 05.552 20.1 16 1230 05.477 20.1 16 1530 05.308 20.3 16 1712 05.245 19.3 16 1800 05.155 18.5 16 2000 05.212 16.2 16 2100 05.171 15.2 16 2200 05.177 14.6 16 2330 05,193 14.3 17 0845 05.155 13.3 17 1100 05.109 15.4 17 1230 05.092 17.1 17 1400 07.254 15.5 19 1130 07.540 16.0 19 1200 07.578 16.0 19 1315 07.567 17.8 19 1600 07,557 18,9 12.2 12.5 12.7 13.0 12.0 14.7 14.5 15.1 14,7 12.4 11.1 14.6 12.3 13.0 11.7 11.7 14.2 14.2 13.5 13.1 14.3 14.8 14.3 13.9 13.5 13.8 15.4 13.3 13.1 13.1 14.0 14.0 12.5 13.0 14.3 13.1 13.6 13.2 15.1 14.7 14.7 14,5 15,0 15.0 12.4 12.1 14.0 14.0 14.8 15.0 14,1 14.1 14.6 14.1 13.9 13.3 13.3 12.5 12.2 15.1 14.7 13.2 12.8 13.3 16.4 14.4 16.1 16.7 15.0 13.3 12.0 12,8 09.4 10,6 10.6 16.1 16,1 14.4 15,5 16.0 16.1 16.7 16.1 15.3 14.0 16.0 17.2 16.1 16,1 15.0 15.0 16.7 18.9 15.6 17.8 15.0 15.0 14.8 18.3 17.8 17.8 15,3 15,3 15.7 15.0 15.6 14.3 14.2 14.2 14.2 13.1 14.4 13,6 14,2 16.7 16,7 17.5 17,8 089 14 14 08 091 14 05 08 091 16 00 08 094 16 00 08 094 16 00 08 092 14 09 08 092 14 11 08 085 14 10 08 082 14 16 08 092 14 15 08 092 14 06 08 095 16 00 08 099 16 00 08 099 16 10 01 095 12 02 08 095 12 02 08 092 12 02 08 092 12 02 08 092 13 05 01 085 14 09 01 080 15 12 01 080 14 13 01 080 14 05 01 092 14 06 01 092 16 00 01 095 16 00 02 095 14 03 05 089 14 08 05 095 14 07 05 095 14 07 05 095 14 05 02 095 14 05 02 089 09 11 01 075 09 15 03 099 14 02 02 084 09 10 02 095 09 10 03 095 08 02 01 095 06 03 08 075 14 03 03 075 14 03 03 075 14 03 03 083 14 08 08 083 14 16 08 083 14 19 08 083 14 18 01 083 14 18 02 088 01 09 01 091 01 09 01 088 01 07 01 088 16 00 01 091 14 02 01 085 14 07 01. 091 14 09 01 085 14 08 07 092 09 00 01 092 09 11 01 089 09 12 01 085 09 10 01 00 00 00 00 00 00 00 00 00 00 00 00 00 10 00 00 00 00 05 05 02 01 01 03 10 10 09 09 09 09 10 10 10 09 10 09 09 10 00 01 04 03 00 00 00 01 01 05 08 07 10 10 07 08 04 10 10 10 10 01 66,66 01-00.04 01-00.15 01 00.07 01 00.33 01 00.36 01 00,98 01 00,19 01 01.63 01 01.15 01-00,74 01 00.13 01 00.00 07 01,44 01 00.03 01 66.66 01 00.33 01 66,66 14 08,60 14 66.66 14 00,99 14 66.66 01-00.44 01 00.31 02 00.25 02 00.37 02 00.27 02 00.38 02 00,35 02 66.66 12 00.45 12 66.66 02 00,74 14 00,30 02 00,33 12 01.06 02 00.39 02 00.74 01-00.13 01 00,22 01 00.67 01 66,66 01 09.66 01 00.85 01 00.69 01 00.43 01 00.90 03-00.57 02 00,41 02-00.06 02-00.16 02 00.38 14 00,46 02 00,17 01 66.66 02 66.66 02 02.09 02 00.11 02 00.10 066.66 000.75 001.00 001.50 009.50 002.00 001.50 002.00 002.00 002.50 001.75 001.75 000.75 009.75 001.55 066,66 003.18 066.66 094.00 066.66 002,59 066,66 001.40 002.00 003.00 005.00 004.75 003.58 001.33 066.66 001.75 066.66 018,16 003.42 002.00 002.83 002.00 003.42 009.09 003.5b 001.50 066.66 069.00 000.50 003,00 001.80 000.80 002.00 001,00 001.00 001.50 009,25 002.25 001.50 066.66 066.66 046.00 001.25 002,75 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 19 19 19 20 20 20 20 23 23 23 23 23 24 24 24 1815 2030 2330 0845 1100 1230 1344 1215 1520 1810 2000 2350 0900 1015 1200 07.499 07.489 07.471 07.643 07.652 07.635 07.771 06.940 06.877 06.795 06.770 06.724 06.679 06.675 06.657 08 2'. 1300 07.680 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 08 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 24 24 24 24 24 24 25 25 25 27 27 27 27 27 27 27 27 31 03 03 03 07 07 07 07 07 07 07 07 07 08 08 08 08 08 08 08 10 10 10 10 10 10 10 1400 1530 1620 1800 2115 2400 0900 1200 1430 1130 1200 1415 1600 1815 1930 2030 2115 1130 0845 0945 1030 1100 1200 1310 1500 1820 1945 2035 2300 2359 0845 1200 1400 1445 1600 1845 2030 1100 1210 1330 1540 1700 1820 2015 07.684 07.623 07.238 07.247 07.242 07.337 07.389 07.384 07.328 06.374 06.332 06.192 06.044 05.985 05.945 05.947 07.822 05.947 05.145 05.145 07.738 05.997 05.991 05,898 05.817 05.683 05,671 05,668 05.653 07.836 07.852 07.840 07.814 07.466 07.440 07.431 07.400 07,173 07.119 07.076 06.998 06.955 06.902 06.927 18.0 16.6 16.0 14.8 16.9 18.5 16.2 19.6 22.6 22.4 21.1 18,5 16,5 16.9 19.5 16,3 19.0 21.3 17.5 18.1 17,5 16.9 15,7 20.3 23.6 16.6 16.6 18.2 17,9 17.2 15.7 15.0 15,4 14,7 13,6 13.6 12.3 15.6 16.5 18,1 19,4 18,6 17,1 16,3 14,6 09.9 10,8 13.1 14.6 14.6 15,7 15.8 14.9 13.3 14.3 15,5 17.0 17.2 16.3 14.6 11.5 12.7 12.7 13.2 13.6 13.7 14.5 14.6 16.3 15.9 15.7 15.2 15.5 16.2 14,7 14.6 16.2 16.3 16.1 15,8 15,1 15.0 16.1 16.0 16,5 15.1 15.1 14,4 15,7 15,5 16.5 16.4 15.9 11.4 10.8 10,8 12.4 14.2 11.0 10.1 12,0 12.4 11.6 11.3 10.1 10.0 12.0 10.5 09,8 09,8 11.8 11.6 11.3 10.6 10.9 10.2 10.6 11.2 11.0 11.5 16.1 089 09 09 01 10 02 00.58 002.25 15.0 095 09 01 02 10 02 00.35 002.25 15.3 094 09 06 02 10 12 00.18 003.00 15.0 094 16 00 02 10 02-00.45 009.25 17.5 082 09 06 03 06 14-00,09 002.25 17.8 079 09 07 03 06 14 00.17 001.50 18.6 080 11 08 03 08 14 66.66 066.66 18.6 075 13 02 05 10 02 08.31 069.50 17.8 082 11 05 05 09 02 00.63 003.08 18.1 082 12 05 06 08 14 00,82 003.83 17.0 089 10 01 06 05 14 00.25 001,83 15.6 094 16 00 01 10 02 00.46 003.83 15,9 092 05 02 01 10 02 00,45 009.17 17.8 082 05 02 01 10 02 00.04 001.25 16.4 084 14 05 01 09 02 00,18 001.75 18.6 073 14 07 01 05 14 66.66 066.66 18,6 073 14 07 03 04 01-00.04 001.00 18.3 080 14 10 03 03 01 00.61 001.50 18.6 078 14 11 05 08 14 66.66 066.66 17.7 083 13 04 05 10 12-00.09 001.66 17.2 089 16 00 01 10 02 00.05 003.25 16.1 098 09 03 02 10 15-00,44 002.75 16,7 089 16 00 05 09 14 00.12 009.00 18.3 080 10 07 07 08 14 00.05 003.00 19.0 075 10 07 05 07 14 00.56 002.50 16,8 061 14 17 06 05 14 09.54 045.00 16.8 06]. 14 17 06 05 14 00.42 000.50 16.7 064 14 20 07 07 14 01.40 002.25 16.7 059 15 20 08 00 01 00.48 001.75 16,2 063 14 14 08 00 01 00.59 002.25 15,4 068 01 12 08 00 01 00.40 001.25 15,0 067 15 08 08 00 01-00,02 001.00 14.5 068 14 03 08 00 01 66,66 066.66 09.4 099 10 04 01 10 06 18,75 081.75 14.7 076 16 00 03 09 02 08,02 069.25 14.7 076 16 00 03 06 01 00.00 001.00 15.3 058 14 09 03 08 02 66,66 066.66 17.5 051 16 00 08 00 01 22.59 097.00 18.1 041 10 02 08 00 01 00.06 001.00 16.2 057 14 15 08 00 01 00.93 001.17 15,6 073 14 18 08 00 01 00.81 001.83 15.7 077 14 11 08 00 01 01.34 003.33 14.9 078 14 09 08 00 01 00.12 001.42 12.8 088 16 00 08 00 01 00.03 000.83 11.3 092 16 00 08 00 01 00.15 002.42 10.6 094 16 00 08 00 01 66.66 066.66 11.8 094 16 00 01 10 05-00.16 008.76 14.6 078 10 06 01 10 02 00.12 003.25 15.0 075 10 05 01 10 02 00.26 002.00 15,0 075 10 05 01 10 02 66.66 066.66 14.4 077 10 03 01 10 02 00.26 001.25 13.8 078 11 03 01 10 02 00.09 002.75 12.9 081 10 02 01 10 02 00.31 001.75 13.3 082 16 00 01 10 02 02.27 038.50 13.0 087 14 15 03 09 14 00,54 001.17 14.1 080 14 13 03 05 01 00,43 001.33 13.6 083 14 18 08 00 01 00.78 001.17 13.9 082 14 12 08 00 01 00,43 001.33 14.2 082 14 15 03 09 16 00.53 001.33 13.2 08'3 16 00 08 09 16-00,25 001.92 49 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 09 10 13 13 13 13 13 13 14 14 14 14 14 15 15 15 17 17 17 17 17 17 17 17 17 21 21 21 21 21 23 23 2100 1145 1240 1600 1830 2140 2230 0845 1230 1420 1815 2315 0900 1245 1500 1130 1215 1330 1400 1500 1600 1820 1945 2040 0840 1000 1200 1440 1600 2300 2300 07.114 06.530 06.481 06.456 06.369 06.371 07,260 07,259 07.264 07.262 07,245 07.400 07.472 07.465 07.451 06,508 06.473 06.387 06,377 06.334 06.312 06.186 06.177 07.342 06.068 06.070 06,098 06,138 07,629 06.769 06.769 11.3 15.1 16.6 18.5 17.6 15,4 12.2 12,8 16.4 17.6 16,5 14,9 13.9 17.0 19,5 10.1 12.2 13.6 14.5 15.5 15.8 14.9 13.7 09.6 12.5 12.6 12.9 14,5 11.4 18.7 18.7 11.0 10.8 10.5 10,3 10,8 12.1 11.8 11,7 12.0 11,8 11.0 11.8 11 3 11,5 11.9 10.7 10.6 10.9 11.2 10.6 10.5 09.8 10.2 10.3 10.2 10.1 09,5 11.1 11.0 09,9 09,9 14.2 13.6 15.4 15,6 16.1 13.9 13.9 14.3 15.5 16.3 13.9 14.2 13.1 15.0 14.1 14.6 15.0 13.1 13.3 13.4 14.1 14.3 12.2 10.6 11.3 11.2 11.8 13.3 13,4 19.0 19.0 077 080 070 068 074 098 100 092 089 081 100 100 097 083 085 034 038 042 050 060 043 039 050 068 098 099 099 098 099 040 040 14 11 11 10 10 10 10 16 10 10 16 10 16 10 12 16 12 14 14 14 14 14 16 16 16 11 16 11 11 16 16 01 06 06 01 02 02 02 01 01 01 02 02 01 01 03 07 07 13 07 02 03 05 10 07 08 07 00 08 08 00 08 00 04 06 00 02 11 12 12 07 07 07 08 07 08 02 02 02 02 08 00 00 00 02 00 02 02 02 00 08 00 08 10 07 08 10 10 10 10 10 10 10 10 10 10 10 09 05 05 05 05 06 01 00 01 00 10 10 10 10 10 00 00 02 66.66 14 05.84 14 00,49 02 00.25 12 00,87 10-00.02 10 66.66 05 00,01 02-00,05 02 00.02 10 00.17 09 00.23 05 00,55 02 00.07 02 00.14 01 09,43 01 00.35 01 00.86 01 00.10 01 00,43 01 00.22 01 01.26 01 00.09 01 66.66 06 12.74 10 00.11 10-00.28 10-00.40 10 66.66 01 08.60 01 08.60 066.66 062.75 000.91 003.33 002.50 003.17 066.66 010.25 003.75 001.83 003.92 005.00 009.75 003.75 002.25 044.30 000.75 001.25 000.50 001.00 001.00 002.33 001.42 066.66 084.00 001.33 002.00 002.66 066.66 055.00 165.00 50 APPENDIX III Computer Program 1000 D!MENS!ONEVAPW(35) ,SWNO(35).Y(5),X( 5),EW(25),EA(25),EAVEW(65),SUM SUMFW(24),SUMFAI24) 1AR(24),SUMTP(24),SUMTB(24),SUMTAI24), 2,AIR2(24),TPAN2(24),TBAY2(24),FW2(24),C(24),B(24),SU SVAPB(24),FB2(24),SDIFB(24).E82( 3MAB(24),AB2(24), SWVE L(24),WVEL2(24). 424),SUMHU(24),HUM2(24), SSRATE(24),RAIE2(24),SCLDS(24),CLDS2(24),TMEAN(24),SDEV(2A),FA2(24) 9 FORMAT(6X,2I3,!5,F7.3,3F5.1,F4.O,5F3.0,F6a2pF7.2 100 FORMAT(1H .2(I4,2X),I6,2X,2(F8.2,2X),F7.36H CORN SF7.3) 101 FORMAT(1H1) ,F7.3.2X,F4.0) 102 FORMAT(1H 27H AVE EVAP WITH ZERO WIND 103 FORF'IAT(1H ,6HWIND ,5(F7.3,2X,F4.0)) 104 FORMAT(///) hiM TOTAL 065 ,2X.F7.2) 106 FORMAT(1H .16H AVE OF ALL. OBS .5H AIR ,F7.2,7H S 0EV .F7.2,SH HUN F7.2.7H S 0EV ,F7.2.4HTBAY.F7.2) 1 107 FORMATC1H1) 108 109 111 113 114 115 116 117 119 120 121 122 123 124 125 FORMATI1H 14H AVE PAN TEMP .6(F7.22X)) FORMAT(1H 14H AVE BAY TEMP .6(F7.2,2X)) FORMAT(1H ,16H AVE TAIRTBAY s6(F7.22X)) FORMAT(1H ,20H AVE AIR VAPOR PRES ,6(F7.2,2X)) FORMAT(1H ,18H AVE BAY VAP PRES ,6(F7.2,2X)) FORMAT(1H øl9H AVE BAY EWAIR EA ,61F7.2,2X)) FORMAT(1H .14H AVE HUMIDITY ,6CF7.2,2X)) FORMAT(IH 20H AVE PAN VAPOR PRES ,6(F7.2e2X)) FORMAT(1H ,14H AVE WIND VEL ,6(F7.2.2X)) FORMAT(1H a17H AVE CLOUD COVER ,6(F7.2,2X)) FORMAT(1H .1OH AVE EVAP ,6(F7.3,2X)) FORMAT(IH ,I3HAVE AIR TEMP .6(F7.2,2X)) FOR EACH HOUR FORMAT(1H 19H 8 6F6.1) FORMAT(1H ,19H NO OF C EACH HOUR ,6F6.1) FORMAT(1H ,14H NO OF E USED=,F6.hI EWC 8) 7.85 EW(9) =8. 40 EW( 10)=8.98 EW( 11 )=9.60 EW(12)= 10.25 EW(13)10.95 EWI 14)=11.68 EW(1 5) =12.45 EW( 16)13.24 EW( 17)=14. 16 EW( 1B)15.07 EW( 19) = 16. 04 EWI2O)=17.06 EWI 21 )=18. 16 EW( 22 ) 19. 30 EW(23)20.61 EW( 24 ) =2 1. 77 EWI 25 )22.22 EA(8 )8.03 EA(9)8.63 51 EAt 101=9.22 EAt 11 )9.83 EAt 12 ) =10. 50 EAt 131=11.25 EM 14)=12.0 EAt EAt EAt EA( 151=12,75 161=13.65 171=14.55 181=15.45 EAt 191= 16. 50 EAt 20 I =17. 55 EA(21 1=18.67 EAt 22 1 = 19. 80 EAt 24 I =22. 35 EA(23)=2 1.08 EA( 25 ) =23. 75 X (1) 5. XC 2) =10. X( 31=15. X(4) =20. XC 51=25. Vt 11=0.000111 Y(21=0.000 165 Vt 31=0.000213 Vt 41=0,000256 V (5) =0,000296 EVAPOO. E NONE = 0. XWVEL=0. XHUM'094. XTPAN 18.8 00 3 1=1,35 1 EVAPW(11=0. 3 SWNO(1)0. 8 READ(1,9) IM0,1DATE,NHR,HEIGH,TPAN,TBAY,TA1R,HUM,WDIR,WvEL,CLDTPCL 1DAM,WTHER,DELHT ,DELHR IF(DELHR.EQ.165.0) GO TO 2000 NHR=NHR/ 100 AWVEL C (XWVEL+WVEL 1/2.) AHUMC (XHUM+HUM)f2.) IWVEL=AWVEL IHUM=AHUM IT BAY I BAY I TPANTPAN ITAIRTAIR IF C DELHR-66 .66 115 I 12 ,15 12 F0. GO TO 18 15 DO 16 1=1.5 TF(TPAN-XI1))17,17,16 16 CONTINUE 17 F(( (TPAN-X( I_1/5.1*(YC 1-1)) )+Y( I-i) 18 TCOR(F*21.*(XTPANTPAN)) IFCWVEL-5. )19,1920 19 WCOR=O. GO TO 30 20 IFCWVEL-17.)21.21.25 21 WCORO.4108+O.059*(WVEL_11.7) GO TO 30 52 25 WCOR=0.9953+0.1133*(WVEL-20a076) 30 THT=HE1GH+TCOR+(WC0R/10. IF(DELHR.GT.10.)GO TO 40 TDELH= (XTHTTHT 1* 10. TRATETDELH/DELHR IFCWVEL.GT.O.)GO TO 34 EVAPOEVAPO+TRATE E N ON E = EN ON E+1. GO TO 40 34 DO 35 1=1,35 IF(IWVELI )35,36,35 35 CONTINUE 36 FVAPW(I)=EVAPW(1)+TRATE SWNO( I )SWNO( I )+1. 40 DO 41 1=8.25 IFUTPAN.EQ.I)GO TO 42 41 CONTINUE 42 A1 FW=HTPANA)*IEW(I+1)EW(I)))+EW(I) DO 43 1=8,25 IF(ITAIR.EO.I)GO 1044 43 CONTINUE 44 A=I C C IA !R_A EA( 1+1)EAC I)) )+EACI) ) IF(DELHR.GT.10.00)GO TO 50 50 DO 51 1=1,24 IF(NHR-1 )52,52,51 51 CONTINUE 52 SUMAR(II=SUMAR(I)+TAIR AIR2CI)=AIR2(I)+(TAIR*TAIR) SUMIP (I) =SUMTP C I )+TPAN TPAN2C I )=TPAN2( 1)+CIPAN*TPAN) SUMT8(I)SUMTB( I )+TBAY TBAY2( I )=TBAY2C I )+C TBAY*IBAY) SIJMAB(I)=SUMAB(fl+(TAIRTBAY) AR2( I )=AB2( I )+( (TAIRTBAY)*(TAIRTBAY)) SUMFAC I )=SUMFA( I)+FA FA2CI)=FA2CI )+(FA*FA) DO 55 J=8.25 IFUTBAY.EQ.J)GO TO 56 55 CONTINUE 56 AJ FWBt(TBAYA)*CEW(J+1)--EW(J)))+EW(J) SVAP8(I )=SVAPB( I )+FW F82C I )=FB2 II )-i-(FW8*FWB) SDIFB( I )=SDIFB(I )+(FWBFA) E82( I )=EB2(I)+( CFWBFA)*(FWBFA)) 57 SUMHU( I )=SUMHU( I )+HUM HUM2( I )=HUM2( I )+(HUM*HUM) SUMFW( I )=SUMFW( I )+FW FW2C I )FW2( 1)+(FW*FW) SWVEL( I )=SWVEL( I )+WVEL WVEL2(1)=WVEL2( I)+CWVEL*WVEL) SCLDS( I )SCLDS( I )+CLDA CLDS2( I )=CLD$2( I )+CCLDAM*CLDAM) B( I )=B( I 1+1. IF(DELHR.GT.10.00)GO 10 60 SRATE( I )SRATE( I )+TRATE RATE2 (I) =RATE2 (I) +( TRATE*TRATE) CCI) C( I )+1. AHUM/100. 53 60 THUM=THUM+HUM HUMD2=HUMD2+(HUM*HUM) SBAY=SBAY+TBAV 61 SAIR=SAIR+TAIR ZAIR2=ZAIR2+(TA!R*TAIR) E*E+1. CORNTCOR +WCOR/1O, 62 WRITE(3,1OO,1MO.IDATE,NHR,FW,FA,TRA1E,cORN 63 XTHTTHT XTPAN*TPAN XWVL=WVEL X H UM = H UM GO TO 8 2000 wRrrE(3,j01) 63 EAVEO=EVAPO/ENONE WRITE(3,102)EAVEO,ENONE DO 67 1=1,35 !F(SWNO(I).EO.O.)GO TO 66 EAVEW( I )=EVAPW( I )/SWNO I GO 10 67 66 EAVEW(I)=O. 67 CONTINUE DO 400 J1.12 DO 250 1=1.24 IF(t3( 1)-i. )240,240,201 201 GO TO (2O8,209211,213,214,215,216,217,219,220,221.222),J 208 TMEAN(I)=SUMTP(I)/B(1) S DEV(I)=SORT( ITPAN2(I)- (SUMTP(1)*SUMTP(I) /B(I)/(8(I)-1.)) GO 10 250 209 TMEAN( I )=SUMTB( I /B( I) S DEV(1)=SQRTC(TBAY2(j)-((SUMTB(1)*SUMIB(I) /B(l))I/(B(I)-1.)) GO 10 250 211 TMEAN(!)=SUMAB(1)/8(I) S DEV(I)=SORT((A82U)-( (SUMAB(I)*SUMABCI) )/B( I))I/(8(I)-1.)) GO TO 250 213 TMEANU)=SUMFA(I)/8(I) GO 10 250 214 TMEAN(I)=SVAPB1)/B( 1) S DEV(I)=SQRT((F82(I,-USVAPB(I)*SVAPB( 1))/8( fl))/(B(I)-1.)) GO 10 250 216 TMEAM(I)=SUMHU(1)/B(I) S DEV( I )=SQRTI (HUM2( I -1 (SUMHU( I )*SUMHU( I) )/B( I)) )/(B( 1)-i.)) GO 10 250 217 TMEANU)zSUMFWU)/B(I) S DEV( )=SQRT( (FW2( 1)-I (SUMFW( I )*SUMFW( 1) I/B( I) 11(8(1 I-i.) GO 10 250 215 TMEAN(1)=SDIFB(I)/8(I) SDEV(I)=SOR1((EB2(I)((SDIFB(I)*SD1FB(1)1/B(I)))/(B(I,_j,,) GO 10 250 219 IMEAN(I)=SWVEL(I )/B(I) S DEV(1) =SORT((WVEL2U)-((SWVEL(I)*SWVEL(j))/B(!)))/(B(j)_1.) GO 10 250 220 TMEAN(j)=SCLDS(I)/B(t) S DEVI fl=SQRT( (CLDS2( I )-( (SCLDS( I)*SCLDS( 1) )/B( Ill )/(B( I )-1.) I G010250 221 TMEAN(I)=SRATE(I)/B(I1 S DEV(1)=SQRT((RATE2U)-((SRATE(1)*SRATE(I))/Cti) ))/(C(I)-1.) I GO TO 250 54 222 TMEAN( I )=SUMAR( I )/B( I) & DEVII)zSQRTI(AIR2II)I tSUMAR(I)*SUMAR(I))/5(I)))/(PtI)-1.)) GO 10 250 240 TMEANU)=0. S DEVU)0. 250 CONTINUE GO TO (308,309,311, 313,314.315.31,317.319,32O.321i322)J 308 WRITE(3,108)(TMEAN(!),SDV(I),Ia1,24) GO TO 400 309 WR!TE(3,109)(TMEAN(!),SDEV( I),I,24) GO 10 400 311 WRITE(3,111)(TMEAN( I ),SDEV( I),I-1.24) GO TO 400 313 WRITE(3.113)(TMEAN(I),SDV( I),I1.24) GO TO 400 314 WRITE(3,114) (IMEANI I) .SDEV( I) .1-1.24) GO TO 400 315 WRITE(3,115)(TMEAN(I).SDEV( I),I*1,24) GO 10 400 316 WRITE(3,116)(TMEAN(I) 'SDEV( 1)01*1,24) GO TO 400 317 WRITE(3,117)(TMEAN(I),SDEV( 1)0121,24) GO 10 400 319 WRITE(3,119)(TMEAN(I ),SDEV(I),I=1,24) GO TO 400 320 WR!IE(3.120)(TMCAN(!),SDEV( 1)0121,24) GO TO 400 321 WRITE(3,121)(TMEAN(I) ,SDEV(t),Iz1,24) GO TO 400 322 WRITE(3,122)(TMEAN( I)SDEV( 1)01*1,24) 400 CONTINUE 81 FTAIR=$AIR/E VDAIR=SQRT((ZAIR2((SAIR*SAIR)/E))/(E-1.)) FHUM=THUM/E VDHUM=SORT (HUMD2 ( (THUM*THUM) /E) ) / (Ci .0)) FTf3AY=S!3AY/E 82 WRITE(3,103)(EAVEWU),SWMO( I),11.,35) WR tIE 'C 3, 104 WR ITE( 3, 106) FlAIR . VDAIR. FHUM . VDHUM, FTBAY WRITE (3,107) WRITE(3o123) (6(I)' 11,24) WRITE( 3,124) (CC I), 1=1,24) WRITE(3,125)E STOP END