dp_supply: Dynamic Programming for water supply reservoirs
In reservoir: Tools for Analysis, Design, and Operation of Water Supply Storages
Description
Usage
Arguments
Value
See Also
Examples
Description
Determines the optimal sequence of releases from the reservoir to minimise a penalty cost function based on water supply defict.
Usage
1
2
3
Arguments
Q
vector or time series object. Net inflow totals to the reservoir. Recommended units: Mm^3 (Million cubic meters).
capacity
numerical. The reservoir storage capacity. Recommended units: Mm^3 (Million cubic meters).
target
numerical. The target release constant. Recommended units: Mm^3 (Million cubic meters).
surface_area
numerical. The reservoir water surface area at maximum capacity. Recommended units: km^2 (square kilometers).
max_depth
numerical. The maximum water depth of the reservoir at maximum capacity. If omitted, the depth-storage-area relationship will be estimated from surface area and capacity only. Recommended units: meters.
evap
vector or time series object of length Q, or a numerical constant. Evaporation from losses from reservoir surface. Varies with level if depth and surface_area parameters are specified. Recommended units: meters, or kg/m2 * 10 ^ -3.
S_disc
integer. Storage discretization–the number of equally-sized storage states. Default = 1000.
R_disc
integer. Release discretization. Default = 10 divisions.
loss_exp
numeric. The exponent of the penalty cost function–i.e., Cost[t] <- ((target - release[t]) / target) ^ **loss_exp**). Default value is 2.
S_initial
numeric. The initial storage as a ratio of capacity (0 <= S_initial <= 1). The default value is 1.
plot
logical. If TRUE (the default) the storage behavior diagram and release time series are plotted.
rep_rrv
logical. If TRUE then reliability, resilience and vulnerability metrics are computed and returned.
Value
Returns the reservoir simulation output (storage, release, spill), total penalty cost associated with the objective function, and, if requested, the reliability, resilience and vulnerability of the system.
See Also
sdp_supply for Stochastic Dynamic Programming for water supply reservoirs
Examples
1
2
Example output
$storage
Jan Feb Mar Apr May Jun
1925 61.90000000 61.90000000 61.90000000 60.36321064 61.90000000 61.90000000
1926 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 60.09348148
1927 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1928 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1929 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1930 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1931 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.67929177
1932 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.02082844
1933 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1934 46.78128526 61.90000000 61.90000000 61.90000000 61.90000000 57.81953118
1935 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1936 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1937 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1938 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1939 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1940 0.72782616 6.80099946 61.90000000 61.90000000 61.90000000 61.90000000
1941 33.27889435 61.90000000 61.90000000 61.90000000 61.90000000 60.18379986
1942 61.90000000 61.90000000 61.90000000 61.90000000 53.89580183 38.09920992
1943 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1944 37.09492419 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1945 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1946 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1947 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1948 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1949 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1950 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1951 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1952 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.67657202
1953 44.09369596 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1954 3.77240106 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1955 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1956 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1957 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1958 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1959 48.84629642 61.90000000 61.90000000 61.90000000 61.90000000 57.56116132
1960 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1961 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1962 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1963 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1964 4.81238306 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1965 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1966 30.04048765 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1967 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1968 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1969 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1970 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1971 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1972 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1973 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1974 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1975 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1976 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1977 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1978 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1979 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1980 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1981 45.24203310 61.90000000 61.90000000 61.90000000 61.90000000 57.81917018
1982 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1983 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1984 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1985 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.76008991
1986 61.90000000 61.90000000 61.90000000 61.90000000 58.00091788 44.48857589
1987 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1988 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1989 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1990 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1991 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1992 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 55.09330130
1993 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1994 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1995 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1996 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1997 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1998 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1999 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
2000 42.87134843 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
Jul Aug Sep Oct Nov Dec
1925 56.02703689 43.50857355 25.95879672 4.37074224 61.90000000 61.90000000
1926 59.22479541 53.55451660 61.90000000 55.10408851 39.14090367 61.90000000
1927 61.90000000 61.90000000 61.17262759 49.23642764 25.93164944 47.83577029
1928 61.90000000 61.90000000 61.90000000 53.52554298 61.90000000 61.90000000
1929 61.90000000 61.90000000 61.90000000 55.64704366 61.90000000 61.90000000
1930 61.90000000 61.49626981 49.77995290 33.39376590 14.61820454 0.24593523
1931 60.56230675 58.24123436 49.74611109 36.85852275 21.78058650 0.72442003
1932 55.92219288 44.41106049 28.31879242 2.17079734 60.12471692 61.90000000
1933 61.90000000 58.35948090 52.50907963 50.98163538 28.70536979 0.72388847
1934 61.90000000 44.63090210 29.75103630 4.96920441 8.15630686 2.15980524
1935 61.49839456 57.49949252 44.98248926 24.63774013 1.05896995 7.42282272
1936 53.66102555 55.27891650 44.79650438 20.82485580 5.32757986 53.91164928
1937 52.10336609 35.09508858 19.91214076 3.12239754 61.90000000 61.90000000
1938 61.90000000 61.90000000 61.90000000 61.90000000 42.49378353 24.79313917
1939 61.90000000 59.83480949 60.97922118 52.18577431 36.83503236 17.58854786
1940 59.30415592 54.77515786 50.85291159 30.77208232 20.63704520 4.50499201
1941 56.41700405 48.02539447 46.15956730 34.72089558 17.59440044 2.45332530
1942 15.96783129 15.70378570 61.90000000 61.90000000 61.90000000 61.90000000
1943 61.52243785 59.93872213 51.64982011 40.43677078 25.92958298 2.20971024
1944 50.56621334 30.86441940 6.17095483 61.90000000 43.81003408 53.72590722
1945 61.90000000 61.90000000 52.93926156 34.16345128 10.23825714 61.90000000
1946 61.90000000 61.90000000 55.95230698 57.55274443 61.90000000 61.90000000
1947 61.84483609 58.64450830 49.11129517 34.81745988 17.47558347 0.83219106
1948 61.65571539 60.92334667 47.24455438 27.95012517 4.37092705 61.90000000
1949 61.90000000 58.88750460 61.90000000 49.98979215 58.47517007 52.79184932
1950 61.90000000 56.93702677 61.90000000 61.90000000 61.90000000 61.90000000
1951 61.90000000 55.64431663 41.24081538 25.21674559 4.28260369 61.90000000
1952 60.20789260 60.65668841 49.69243360 40.03013038 21.29941120 1.15117142
1953 61.90000000 61.90000000 56.53761322 44.35539774 25.79230211 2.86289870
1954 59.23540890 59.88134012 51.60015870 39.17131240 18.04463022 0.54589341
1955 61.90000000 61.90000000 51.08466323 31.93921208 6.30904395 29.66352733
1956 61.90000000 58.02300015 59.93608383 48.35846295 25.89007620 0.02394666
1957 60.27653056 47.93225841 26.34740516 61.90000000 61.90000000 61.90000000
1958 61.90000000 61.90000000 61.37476384 44.70909187 22.67784521 34.46806163
1959 54.77148327 37.27964144 16.40133201 17.72998748 2.40516921 61.90000000
1960 60.20348170 50.81335859 32.83978193 11.35190037 5.00230887 61.90000000
1961 61.90000000 61.90000000 53.07915875 61.62424262 44.66312473 34.03632548
1962 61.90000000 53.92162567 35.14137629 13.84858840 46.64697616 61.90000000
1963 61.90000000 61.90000000 55.71493903 41.91292482 23.11583799 1.48305759
1964 61.90000000 53.52845547 38.80808494 15.76896087 61.90000000 61.90000000
1965 61.90000000 61.90000000 61.90000000 50.81701747 36.51783451 23.94277238
1966 54.39910496 39.03083192 30.72583401 18.11596891 10.69120232 61.90000000
1967 61.90000000 61.90000000 61.90000000 52.94905143 41.48527370 61.90000000
1968 61.90000000 57.56540651 54.95002438 45.38041399 26.08393502 4.28749598
1969 61.90000000 61.32709712 51.60728687 37.94238242 21.41052796 2.20868297
1970 61.90000000 55.18092366 46.36194554 38.39951033 54.76513688 61.90000000
1971 61.90000000 56.77322089 61.35616243 48.60630109 28.44925582 3.58936542
1972 61.90000000 60.59609014 55.10027592 53.16062746 61.90000000 61.90000000
1973 61.90000000 61.90000000 61.90000000 59.03576294 51.48695569 61.90000000
1974 61.90000000 58.98704612 46.98000426 33.27426156 11.98577815 52.07760996
1975 61.90000000 54.38066330 37.87705950 61.90000000 61.90000000 61.90000000
1976 61.90000000 61.90000000 47.70984861 26.89093307 61.90000000 61.90000000
1977 55.54302327 40.14306472 18.07135226 30.76530792 61.90000000 61.90000000
1978 61.90000000 58.71421670 59.64031784 45.36996488 24.13135356 3.91685591
1979 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1980 60.56338587 59.28948881 49.95910414 29.55321423 4.08480871 0.50271327
1981 61.90000000 53.32656090 37.53634769 18.82938464 4.19306317 61.90000000
1982 52.23584439 34.90867118 39.60333344 45.09707517 49.01425687 61.90000000
1983 61.90000000 61.90000000 51.30122730 32.59706354 8.32294634 61.90000000
1984 61.90000000 61.90000000 61.90000000 57.04755741 61.90000000 61.90000000
1985 60.24128712 50.24901266 37.39469688 21.18543839 3.91652021 61.90000000
1986 61.90000000 44.97410000 23.19725867 0.36594286 37.78170256 61.90000000
1987 58.16062119 55.61669284 46.28731199 35.02918682 15.61931978 0.24425118
1988 59.27417636 50.84016136 37.66900881 20.64974904 0.63632912 61.90000000
1989 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1990 61.12183538 56.01278585 44.50135670 26.76592081 3.07514845 36.55636713
1991 61.90000000 61.90000000 54.10120009 40.09095812 20.82476960 1.42877970
1992 61.90000000 60.04031027 61.90000000 61.90000000 61.90000000 61.90000000
1993 61.90000000 61.90000000 55.97479994 43.52760033 25.07556613 1.61907138
1994 61.90000000 61.90000000 61.90000000 50.94103366 38.25167790 61.90000000
1995 61.90000000 52.04019698 34.10555034 14.16056084 61.90000000 61.90000000
1996 61.90000000 60.61420139 61.90000000 61.90000000 54.60254756 61.90000000
1997 61.90000000 61.90000000 61.90000000 61.90000000 57.58865554 61.90000000
1998 61.90000000 61.90000000 61.90000000 49.66486344 30.07955973 4.63998499
1999 61.90000000 61.90000000 58.70353350 44.65425101 24.65328220 4.12146862
2000 61.90000000 61.90000000 57.65701593 46.54388632 25.16465772 2.09692657
$releases
Jan Feb Mar Apr May Jun Jul Aug
1925 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 33.67472
1926 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1927 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1928 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1929 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1930 48.10675 48.10675 48.10675 48.10675 48.10675 33.67472 28.86405 33.67472
1931 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 28.86405 28.86405
1932 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 38.48540 38.48540
1933 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607 43.29607
1934 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1935 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1936 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607
1937 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1938 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1939 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 28.86405
1940 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 33.67472 28.86405
1941 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 33.67472
1942 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1943 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1944 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1945 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1946 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1947 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 28.86405 28.86405
1948 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 33.67472 38.48540
1949 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1950 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1951 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1952 48.10675 48.10675 48.10675 48.10675 43.29607 48.10675 28.86405 33.67472
1953 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540
1954 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 33.67472 33.67472
1955 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1956 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 43.29607 38.48540
1957 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1958 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1959 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1960 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607 48.10675
1961 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1962 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1963 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472 33.67472
1964 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1965 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1966 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1967 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1968 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472
1969 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1970 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1971 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1972 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1973 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1974 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1975 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1976 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1977 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1978 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1979 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1980 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1981 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1982 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1983 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1984 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1985 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540 38.48540
1986 48.10675 48.10675 48.10675 43.29607 43.29607 43.29607 43.29607 43.29607
1987 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472
1988 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 38.48540
1989 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1990 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 38.48540
1991 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1992 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1993 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1994 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1995 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1996 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1997 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1998 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1999 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607
2000 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472
Sep Oct Nov Dec
1925 33.67472 48.10675 48.10675 48.10675
1926 48.10675 48.10675 48.10675 48.10675
1927 48.10675 48.10675 48.10675 48.10675
1928 48.10675 48.10675 48.10675 48.10675
1929 48.10675 48.10675 48.10675 48.10675
1930 33.67472 33.67472 33.67472 48.10675
1931 28.86405 28.86405 33.67472 48.10675
1932 43.29607 48.10675 48.10675 48.10675
1933 43.29607 48.10675 48.10675 48.10675
1934 48.10675 48.10675 48.10675 48.10675
1935 43.29607 43.29607 48.10675 48.10675
1936 48.10675 48.10675 48.10675 48.10675
1937 48.10675 48.10675 48.10675 48.10675
1938 48.10675 48.10675 48.10675 48.10675
1939 33.67472 33.67472 33.67472 33.67472
1940 38.48540 24.05337 28.86405 48.10675
1941 33.67472 33.67472 33.67472 48.10675
1942 48.10675 48.10675 48.10675 48.10675
1943 38.48540 38.48540 43.29607 48.10675
1944 48.10675 48.10675 48.10675 48.10675
1945 48.10675 48.10675 48.10675 48.10675
1946 48.10675 48.10675 48.10675 48.10675
1947 28.86405 28.86405 28.86405 48.10675
1948 38.48540 38.48540 48.10675 48.10675
1949 48.10675 48.10675 48.10675 48.10675
1950 48.10675 48.10675 48.10675 48.10675
1951 43.29607 43.29607 48.10675 48.10675
1952 28.86405 33.67472 33.67472 48.10675
1953 38.48540 38.48540 38.48540 48.10675
1954 33.67472 38.48540 38.48540 48.10675
1955 48.10675 48.10675 48.10675 48.10675
1956 38.48540 43.29607 43.29607 48.10675
1957 48.10675 48.10675 48.10675 48.10675
1958 48.10675 48.10675 48.10675 48.10675
1959 48.10675 48.10675 48.10675 48.10675
1960 48.10675 48.10675 48.10675 48.10675
1961 48.10675 48.10675 48.10675 48.10675
1962 48.10675 48.10675 48.10675 48.10675
1963 33.67472 33.67472 33.67472 38.48540
1964 48.10675 48.10675 48.10675 48.10675
1965 48.10675 48.10675 48.10675 48.10675
1966 48.10675 48.10675 48.10675 48.10675
1967 48.10675 48.10675 48.10675 48.10675
1968 33.67472 38.48540 38.48540 48.10675
1969 38.48540 38.48540 43.29607 48.10675
1970 48.10675 48.10675 48.10675 48.10675
1971 43.29607 43.29607 43.29607 48.10675
1972 48.10675 48.10675 48.10675 48.10675
1973 48.10675 48.10675 48.10675 48.10675
1974 48.10675 48.10675 48.10675 48.10675
1975 48.10675 48.10675 48.10675 48.10675
1976 48.10675 48.10675 48.10675 48.10675
1977 48.10675 48.10675 48.10675 48.10675
1978 43.29607 43.29607 38.48540 48.10675
1979 48.10675 48.10675 48.10675 48.10675
1980 43.29607 43.29607 43.29607 48.10675
1981 48.10675 48.10675 48.10675 48.10675
1982 48.10675 48.10675 48.10675 48.10675
1983 48.10675 48.10675 48.10675 48.10675
1984 48.10675 48.10675 48.10675 48.10675
1985 38.48540 38.48540 48.10675 48.10675
1986 48.10675 48.10675 48.10675 48.10675
1987 33.67472 38.48540 38.48540 48.10675
1988 38.48540 38.48540 48.10675 48.10675
1989 48.10675 48.10675 48.10675 48.10675
1990 38.48540 43.29607 48.10675 48.10675
1991 38.48540 38.48540 38.48540 48.10675
1992 48.10675 48.10675 48.10675 48.10675
1993 38.48540 38.48540 43.29607 48.10675
1994 48.10675 48.10675 48.10675 48.10675
1995 48.10675 48.10675 48.10675 48.10675
1996 48.10675 48.10675 48.10675 48.10675
1997 48.10675 48.10675 48.10675 48.10675
1998 48.10675 48.10675 48.10675 48.10675
1999 43.29607 43.29607 43.29607 48.10675
2000 33.67472 38.48540 38.48540 48.10675
$evap_loss
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1925 0 0 0 0 0 0 0 0 0 0 0 0
1926 0 0 0 0 0 0 0 0 0 0 0 0
1927 0 0 0 0 0 0 0 0 0 0 0 0
1928 0 0 0 0 0 0 0 0 0 0 0 0
1929 0 0 0 0 0 0 0 0 0 0 0 0
1930 0 0 0 0 0 0 0 0 0 0 0 0
1931 0 0 0 0 0 0 0 0 0 0 0 0
1932 0 0 0 0 0 0 0 0 0 0 0 0
1933 0 0 0 0 0 0 0 0 0 0 0 0
1934 0 0 0 0 0 0 0 0 0 0 0 0
1935 0 0 0 0 0 0 0 0 0 0 0 0
1936 0 0 0 0 0 0 0 0 0 0 0 0
1937 0 0 0 0 0 0 0 0 0 0 0 0
1938 0 0 0 0 0 0 0 0 0 0 0 0
1939 0 0 0 0 0 0 0 0 0 0 0 0
1940 0 0 0 0 0 0 0 0 0 0 0 0
1941 0 0 0 0 0 0 0 0 0 0 0 0
1942 0 0 0 0 0 0 0 0 0 0 0 0
1943 0 0 0 0 0 0 0 0 0 0 0 0
1944 0 0 0 0 0 0 0 0 0 0 0 0
1945 0 0 0 0 0 0 0 0 0 0 0 0
1946 0 0 0 0 0 0 0 0 0 0 0 0
1947 0 0 0 0 0 0 0 0 0 0 0 0
1948 0 0 0 0 0 0 0 0 0 0 0 0
1949 0 0 0 0 0 0 0 0 0 0 0 0
1950 0 0 0 0 0 0 0 0 0 0 0 0
1951 0 0 0 0 0 0 0 0 0 0 0 0
1952 0 0 0 0 0 0 0 0 0 0 0 0
1953 0 0 0 0 0 0 0 0 0 0 0 0
1954 0 0 0 0 0 0 0 0 0 0 0 0
1955 0 0 0 0 0 0 0 0 0 0 0 0
1956 0 0 0 0 0 0 0 0 0 0 0 0
1957 0 0 0 0 0 0 0 0 0 0 0 0
1958 0 0 0 0 0 0 0 0 0 0 0 0
1959 0 0 0 0 0 0 0 0 0 0 0 0
1960 0 0 0 0 0 0 0 0 0 0 0 0
1961 0 0 0 0 0 0 0 0 0 0 0 0
1962 0 0 0 0 0 0 0 0 0 0 0 0
1963 0 0 0 0 0 0 0 0 0 0 0 0
1964 0 0 0 0 0 0 0 0 0 0 0 0
1965 0 0 0 0 0 0 0 0 0 0 0 0
1966 0 0 0 0 0 0 0 0 0 0 0 0
1967 0 0 0 0 0 0 0 0 0 0 0 0
1968 0 0 0 0 0 0 0 0 0 0 0 0
1969 0 0 0 0 0 0 0 0 0 0 0 0
1970 0 0 0 0 0 0 0 0 0 0 0 0
1971 0 0 0 0 0 0 0 0 0 0 0 0
1972 0 0 0 0 0 0 0 0 0 0 0 0
1973 0 0 0 0 0 0 0 0 0 0 0 0
1974 0 0 0 0 0 0 0 0 0 0 0 0
1975 0 0 0 0 0 0 0 0 0 0 0 0
1976 0 0 0 0 0 0 0 0 0 0 0 0
1977 0 0 0 0 0 0 0 0 0 0 0 0
1978 0 0 0 0 0 0 0 0 0 0 0 0
1979 0 0 0 0 0 0 0 0 0 0 0 0
1980 0 0 0 0 0 0 0 0 0 0 0 0
1981 0 0 0 0 0 0 0 0 0 0 0 0
1982 0 0 0 0 0 0 0 0 0 0 0 0
1983 0 0 0 0 0 0 0 0 0 0 0 0
1984 0 0 0 0 0 0 0 0 0 0 0 0
1985 0 0 0 0 0 0 0 0 0 0 0 0
1986 0 0 0 0 0 0 0 0 0 0 0 0
1987 0 0 0 0 0 0 0 0 0 0 0 0
1988 0 0 0 0 0 0 0 0 0 0 0 0
1989 0 0 0 0 0 0 0 0 0 0 0 0
1990 0 0 0 0 0 0 0 0 0 0 0 0
1991 0 0 0 0 0 0 0 0 0 0 0 0
1992 0 0 0 0 0 0 0 0 0 0 0 0
1993 0 0 0 0 0 0 0 0 0 0 0 0
1994 0 0 0 0 0 0 0 0 0 0 0 0
1995 0 0 0 0 0 0 0 0 0 0 0 0
1996 0 0 0 0 0 0 0 0 0 0 0 0
1997 0 0 0 0 0 0 0 0 0 0 0 0
1998 0 0 0 0 0 0 0 0 0 0 0 0
1999 0 0 0 0 0 0 0 0 0 0 0 0
2000 0 0 0 0 0 0 0 0 0 0 0 0
$water_level
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1925 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1926 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1927 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1928 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1929 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1930 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1931 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1932 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1933 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1934 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1935 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1936 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1937 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1938 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1939 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1940 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1941 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1942 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1943 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1944 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1945 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1946 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1947 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1948 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1949 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1950 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1951 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1952 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1953 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1954 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1955 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1956 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1957 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1958 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1959 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1960 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1961 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1962 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1963 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1964 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1965 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1966 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1967 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1968 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1969 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1970 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1971 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1972 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1973 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1974 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1975 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1976 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1977 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1978 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1979 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1980 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1981 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1982 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1983 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1984 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1985 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1986 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1987 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1988 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1989 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1990 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1991 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1992 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1993 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1994 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1995 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1996 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1997 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1998 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1999 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
2000 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
$spill
Jan Feb Mar Apr May
1925 159.8499776 284.8110090 0.0000000 14.1754371 2.4526246
1926 142.4079118 115.1393415 148.3669176 13.8659556 0.0000000
1927 232.3439598 300.1356981 265.4922258 107.7131652 14.2416111
1928 102.9386598 42.0250550 165.3672280 200.8044870 70.7615852
1929 309.4877857 466.7976671 552.8233244 259.7463822 52.9528216
1930 106.8004315 348.7202577 154.9013595 24.4834752 6.8196689
1931 54.6754770 162.6287577 152.5374862 71.8840423 0.0000000
1932 445.2611366 437.8389008 175.7218958 185.5525366 0.0000000
1933 172.8322700 426.0164139 138.8560995 15.2580133 78.5457891
1934 119.0742758 160.6979514 501.4619672 7.3977972 0.0000000
1935 107.3493003 185.3195867 298.7846476 80.4930914 43.8208285
1936 299.9554666 167.4733463 279.6103874 97.6609185 2.6612153
1937 880.0697625 340.4599358 82.9987464 6.8158876 30.1910833
1938 307.7648672 96.2057284 161.4342227 106.6837118 44.3724324
1939 230.4880215 894.3808823 225.7578520 83.4757943 7.1680964
1940 0.0000000 463.6704708 319.8936301 68.5642742 2.6832720
1941 80.8695566 17.5684034 60.4783467 40.9557508 0.0000000
1942 182.3778788 255.4539420 358.5459790 0.0000000 0.0000000
1943 202.5274789 215.4958452 288.4486050 114.3972819 16.0828096
1944 49.1996717 687.3632501 432.6594743 153.0501692 5.4274949
1945 189.4676998 542.2540872 70.0668351 98.9076335 175.8362170
1946 577.8219430 342.7989796 104.9332593 97.7568470 23.7139917
1947 643.7091607 105.0559753 116.8102880 20.1740190 2.1028664
1948 148.2962103 1052.8314299 268.3278850 42.8684520 2.5511149
1949 850.3662322 200.3409368 229.6571311 31.6680621 26.0645998
1950 984.1530725 532.0385089 216.7463293 28.6997013 27.7357605
1951 544.7782083 472.1092568 277.5914233 170.0865552 2.6973950
1952 451.5352660 115.6879166 218.4259276 14.4844181 0.0000000
1953 214.8080274 372.5672209 131.2763692 188.5467182 50.0563551
1954 690.8369634 128.1965997 159.6836723 135.2191765 0.2388751
1955 108.3948825 389.9790850 456.0328283 67.9414307 28.5903729
1956 299.9400965 726.9291404 103.7779939 213.8739336 14.4479998
1957 655.9292141 482.7768821 88.3142887 50.2536944 8.4092495
1958 145.2173097 203.0343737 85.2324022 183.5809310 125.3565596
1959 179.2067758 225.3747990 173.3677267 37.2808248 0.0000000
1960 199.7436571 244.9755302 328.6082996 77.1226363 2.8760662
1961 148.4826705 426.8942222 335.7917361 230.8471628 30.5984764
1962 544.6942113 538.4032434 241.2306862 380.0405109 8.0638508
1963 122.2408491 223.2623417 585.0323262 7.0014729 2.0467226
1964 222.8150714 272.6666802 401.1765379 318.5576071 22.4911090
1965 208.5215447 180.7511458 436.1797143 97.7843810 38.9589179
1966 74.3571005 337.1644222 98.4157050 17.2208081 74.0864317
1967 107.8533928 198.5194833 197.1919775 2.6911937 93.8413656
1968 376.2519796 59.9188436 358.7417029 114.5655697 53.7674364
1969 257.9407393 370.7660814 92.9728087 178.6743236 79.2206780
1970 289.1521537 250.0402195 151.1699398 330.6079287 44.6042319
1971 353.4684406 384.1785894 159.3892421 52.4952739 141.4145831
1972 438.1879095 220.3803765 257.0684133 111.4260820 64.2075147
1973 284.9582241 317.2291467 518.4991731 265.2653457 399.1773983
1974 682.3508877 373.8213517 193.5633881 61.3961099 77.1705210
1975 332.6562868 378.4909709 862.2924428 62.0282048 42.0802454
1976 321.4247407 188.9877516 196.7035856 51.1877332 7.8711434
1977 208.4535296 165.9397638 221.4844041 344.3475895 9.7983580
1978 250.2958819 109.3652173 281.4400889 15.1306411 32.3805134
1979 499.7842779 381.8278957 170.9476963 221.9696388 25.4811054
1980 255.6310896 216.3984953 639.0972528 133.1086650 30.5216994
1981 40.9955751 184.0340794 73.8251891 102.0927542 0.0000000
1982 517.9433045 299.1761933 275.8801547 42.2059228 0.7964539
1983 111.3305329 212.6858844 54.8846497 277.7966434 297.1042416
1984 186.1693226 188.3549102 232.7087547 147.3494813 421.6646716
1985 180.7995077 345.6166499 59.4460175 15.4002723 0.0000000
1986 21.2110045 349.7860314 64.4458245 0.0000000 0.0000000
1987 228.0601592 276.6722283 104.9517132 64.9233619 0.2299419
1988 317.9495585 122.3180666 58.7344534 65.4110074 1.9545193
1989 365.0154162 395.9213379 336.0772576 146.7709125 59.0962623
1990 310.8361195 469.5044671 180.8997070 29.6870276 9.7766918
1991 179.8193953 534.4900871 376.8116173 55.5160716 67.6605717
1992 220.0240498 110.3250647 116.2711846 8.9084959 0.0000000
1993 204.2249928 102.7516856 351.5143833 107.4859424 84.5487881
1994 407.0707225 570.0022386 600.1220340 382.9131513 42.9773092
1995 281.1498928 128.1785986 261.8340956 0.4824653 78.8152307
1996 354.6143199 121.8623851 341.0548171 65.7442666 45.3586145
1997 331.9649020 217.8636711 357.3493148 58.5179138 57.6694628
1998 359.7716703 267.7102424 228.6948118 314.0955820 99.0191890
1999 452.9336504 240.5738352 189.1014609 24.8876376 23.8096020
2000 86.4474436 213.4669199 213.4328267 278.9688330 20.5671433
Jun Jul Aug Sep Oct
1925 0.0000000 0.0000000 0.0000000 0.0000000 47.2066990
1926 0.0000000 0.0000000 58.7687648 0.0000000 0.0000000
1927 40.6617611 9.0016404 0.0000000 0.0000000 0.0000000
1928 213.0652173 35.9390686 35.1292508 0.0000000 1.0191207
1929 127.8823573 50.0162534 2.2152900 0.0000000 30.2678934
1930 2.7271038 0.0000000 0.0000000 0.0000000 0.0000000
1931 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1932 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1933 3.1033031 0.0000000 0.0000000 0.0000000 0.0000000
1934 11.2641542 0.0000000 0.0000000 0.0000000 0.0000000
1935 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1936 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1937 0.0000000 0.0000000 0.0000000 0.0000000 48.1963667
1938 16.4264033 0.9422280 9.3588910 17.3775744 0.0000000
1939 5.6494373 0.0000000 0.0000000 0.0000000 0.0000000
1940 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1941 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1942 0.0000000 0.0000000 57.7929593 32.7422368 15.4945181
1943 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1944 0.0000000 0.0000000 0.0000000 160.7253013 0.0000000
1945 22.1906335 4.6893635 0.0000000 0.0000000 0.0000000
1946 109.8229670 9.4750355 0.0000000 0.0000000 0.7325829
1947 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1948 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1949 30.6770095 0.0000000 24.5239189 0.0000000 0.0000000
1950 3.4849530 0.0000000 47.9346396 49.2935777 2.3244011
1951 45.7723954 0.0000000 0.0000000 0.0000000 0.0000000
1952 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1953 11.5057351 1.3654336 0.0000000 0.0000000 0.0000000
1954 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1955 46.4812919 6.2059790 0.0000000 0.0000000 0.0000000
1956 3.2608484 0.0000000 0.0000000 0.0000000 0.0000000
1957 0.0000000 0.0000000 0.0000000 25.0108869 35.6138676
1958 4.0623165 1.7520733 0.0000000 0.0000000 0.0000000
1959 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1960 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1961 130.4712261 4.3775624 0.0000000 0.0000000 0.0000000
1962 0.6229071 0.0000000 0.0000000 0.0000000 0.0000000
1963 0.3978468 0.2447731 0.0000000 0.0000000 0.0000000
1964 7.0664715 0.0000000 0.0000000 0.0000000 0.6923351
1965 92.8489914 61.2556865 1.3664994 0.0000000 0.0000000
1966 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1967 31.9973993 43.6463119 25.5770032 0.0000000 0.0000000
1968 2.6635435 0.0000000 0.0000000 0.0000000 0.0000000
1969 8.1097102 0.0000000 0.0000000 0.0000000 0.0000000
1970 109.2069152 0.0000000 0.0000000 0.0000000 0.0000000
1971 0.6847301 0.0000000 0.0000000 0.0000000 0.0000000
1972 2.8890071 0.0000000 0.0000000 0.0000000 146.1575815
1973 160.2359921 42.1312995 13.4806876 0.0000000 0.0000000
1974 24.8807908 0.0000000 0.0000000 0.0000000 0.0000000
1975 3.4893217 0.0000000 0.0000000 54.6224605 208.6391454
1976 46.3421106 23.1892488 0.0000000 0.0000000 3.8346671
1977 0.0000000 0.0000000 0.0000000 0.0000000 130.8618605
1978 17.1221323 0.0000000 0.0000000 0.0000000 0.0000000
1979 33.3734261 62.6487600 22.1782799 100.0305311 54.5636278
1980 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1981 82.8706728 0.0000000 0.0000000 0.0000000 0.0000000
1982 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1983 24.9357487 1.5593996 0.0000000 0.0000000 0.0000000
1984 17.9479198 107.0397693 40.7954050 0.0000000 68.2853022
1985 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1986 3.4634656 0.0000000 0.0000000 0.0000000 0.0000000
1987 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1988 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1989 281.5254810 162.7719100 17.0062448 126.1021068 173.6333992
1990 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1991 4.0531018 1.2675919 0.0000000 0.0000000 0.0000000
1992 11.3863593 0.0000000 68.1336235 153.0547460 30.7897031
1993 4.5312939 2.3526303 0.0000000 0.0000000 0.0000000
1994 22.4462163 30.8365353 3.8811305 0.0000000 0.0000000
1995 20.4457429 0.0000000 0.0000000 0.0000000 95.4850943
1996 49.6978380 0.0000000 0.1974083 8.6601576 0.0000000
1997 275.6560892 44.8601696 0.8447118 32.6715111 0.0000000
1998 272.3605755 8.7784314 2.0707487 0.0000000 0.0000000
1999 17.0673397 33.4395934 0.0000000 0.0000000 0.0000000
2000 0.6762729 1.0524218 0.0000000 0.0000000 0.0000000
Nov Dec
1925 318.0253321 95.1710986
1926 105.4970013 730.1554397
1927 0.0000000 173.1825656
1928 102.9784801 36.3863002
1929 280.7351451 192.0135300
1930 0.0000000 42.8054996
1931 0.0000000 215.0975155
1932 140.8065457 334.5966872
1933 0.0000000 0.0000000
1934 0.0000000 31.1210377
1935 0.0000000 72.1804433
1936 0.0000000 389.2933380
1937 20.6226213 180.9773896
1938 0.0000000 30.5457444
1939 0.0000000 0.0000000
1940 0.0000000 0.0000000
1941 0.0000000 7.6122486
1942 56.1086522 576.4049089
1943 0.0000000 0.0000000
1944 0.0000000 290.9602978
1945 156.3814445 303.3056812
1946 120.0759548 206.6297265
1947 0.0000000 21.3264010
1948 339.6997015 380.1929881
1949 0.0000000 200.3095583
1950 127.5190308 129.9538072
1951 53.6342058 605.8947754
1952 0.0000000 0.0000000
1953 0.0000000 0.0000000
1954 0.0000000 390.8637088
1955 0.0000000 123.7858999
1956 0.0000000 226.0899847
1957 649.6345261 323.8367923
1958 0.0000000 0.0000000
1959 27.7552628 453.0068297
1960 14.7096161 153.4153190
1961 0.0000000 387.7989281
1962 193.1712096 181.8818998
1963 0.0000000 0.0000000
1964 60.5203085 254.2199539
1965 0.0000000 0.0000000
1966 79.4775607 216.9641783
1967 108.5284975 389.1303036
1968 0.0000000 8.7656075
1969 0.0000000 418.9195855
1970 38.0555860 199.6877080
1971 0.0000000 176.1427232
1972 194.8482836 503.1252165
1973 314.7419045 395.3304705
1974 0.0000000 401.3361889
1975 181.6956720 186.5323798
1976 34.2266313 157.9417859
1977 387.1622958 314.6937917
1978 0.0000000 200.9273304
1979 265.5134943 180.0974030
1980 0.0000000 0.0000000
1981 42.2356813 173.5575033
1982 108.3965190 471.3562203
1983 201.5808183 397.3331834
1984 280.8531864 149.5975038
1985 34.4921383 70.5760550
1986 318.4373061 283.9864820
1987 0.0000000 43.4459451
1988 127.3842011 215.7227253
1989 153.4699587 103.6448885
1990 0.0000000 819.2278797
1991 0.0000000 637.7413551
1992 208.6004020 318.3336150
1993 0.0000000 295.1115388
1994 76.1953450 126.5301810
1995 282.3137610 113.8824573
1996 304.8354082 323.2182441
1997 40.5030698 134.9426985
1998 0.0000000 134.3975799
1999 0.0000000 0.0000000
2000 0.0000000 55.4213053
$total_penalty_cost
[1] 9.76
reservoir documentation built on May 2, 2019, 5:52 a.m.
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Description Usage Arguments Value See Also Examples
Description
Determines the optimal sequence of releases from the reservoir to minimise a penalty cost function based on water supply defict.
Usage
1 2 3 |
Arguments
Q |
vector or time series object. Net inflow totals to the reservoir. Recommended units: Mm^3 (Million cubic meters). |
capacity |
numerical. The reservoir storage capacity. Recommended units: Mm^3 (Million cubic meters). |
target |
numerical. The target release constant. Recommended units: Mm^3 (Million cubic meters). |
surface_area |
numerical. The reservoir water surface area at maximum capacity. Recommended units: km^2 (square kilometers). |
max_depth |
numerical. The maximum water depth of the reservoir at maximum capacity. If omitted, the depth-storage-area relationship will be estimated from surface area and capacity only. Recommended units: meters. |
evap |
vector or time series object of length Q, or a numerical constant. Evaporation from losses from reservoir surface. Varies with level if depth and surface_area parameters are specified. Recommended units: meters, or kg/m2 * 10 ^ -3. |
S_disc |
integer. Storage discretization–the number of equally-sized storage states. Default = 1000. |
R_disc |
integer. Release discretization. Default = 10 divisions. |
loss_exp |
numeric. The exponent of the penalty cost function–i.e., Cost[t] <- ((target - release[t]) / target) ^ **loss_exp**). Default value is 2. |
S_initial |
numeric. The initial storage as a ratio of capacity (0 <= S_initial <= 1). The default value is 1. |
plot |
logical. If TRUE (the default) the storage behavior diagram and release time series are plotted. |
rep_rrv |
logical. If TRUE then reliability, resilience and vulnerability metrics are computed and returned. |
Value
Returns the reservoir simulation output (storage, release, spill), total penalty cost associated with the objective function, and, if requested, the reliability, resilience and vulnerability of the system.
See Also
sdp_supply for Stochastic Dynamic Programming for water supply reservoirs
Examples
1 2 |
Example output
$storage
Jan Feb Mar Apr May Jun
1925 61.90000000 61.90000000 61.90000000 60.36321064 61.90000000 61.90000000
1926 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 60.09348148
1927 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1928 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1929 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1930 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1931 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.67929177
1932 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.02082844
1933 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1934 46.78128526 61.90000000 61.90000000 61.90000000 61.90000000 57.81953118
1935 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1936 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1937 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1938 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1939 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1940 0.72782616 6.80099946 61.90000000 61.90000000 61.90000000 61.90000000
1941 33.27889435 61.90000000 61.90000000 61.90000000 61.90000000 60.18379986
1942 61.90000000 61.90000000 61.90000000 61.90000000 53.89580183 38.09920992
1943 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1944 37.09492419 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1945 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1946 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1947 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1948 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1949 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1950 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1951 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1952 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.67657202
1953 44.09369596 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1954 3.77240106 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1955 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1956 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1957 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1958 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1959 48.84629642 61.90000000 61.90000000 61.90000000 61.90000000 57.56116132
1960 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1961 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1962 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1963 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1964 4.81238306 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1965 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1966 30.04048765 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1967 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1968 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1969 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1970 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1971 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1972 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1973 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1974 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1975 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1976 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1977 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1978 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1979 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1980 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1981 45.24203310 61.90000000 61.90000000 61.90000000 61.90000000 57.81917018
1982 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1983 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1984 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1985 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.76008991
1986 61.90000000 61.90000000 61.90000000 61.90000000 58.00091788 44.48857589
1987 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1988 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1989 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1990 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1991 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1992 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 55.09330130
1993 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1994 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1995 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1996 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1997 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1998 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1999 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
2000 42.87134843 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
Jul Aug Sep Oct Nov Dec
1925 56.02703689 43.50857355 25.95879672 4.37074224 61.90000000 61.90000000
1926 59.22479541 53.55451660 61.90000000 55.10408851 39.14090367 61.90000000
1927 61.90000000 61.90000000 61.17262759 49.23642764 25.93164944 47.83577029
1928 61.90000000 61.90000000 61.90000000 53.52554298 61.90000000 61.90000000
1929 61.90000000 61.90000000 61.90000000 55.64704366 61.90000000 61.90000000
1930 61.90000000 61.49626981 49.77995290 33.39376590 14.61820454 0.24593523
1931 60.56230675 58.24123436 49.74611109 36.85852275 21.78058650 0.72442003
1932 55.92219288 44.41106049 28.31879242 2.17079734 60.12471692 61.90000000
1933 61.90000000 58.35948090 52.50907963 50.98163538 28.70536979 0.72388847
1934 61.90000000 44.63090210 29.75103630 4.96920441 8.15630686 2.15980524
1935 61.49839456 57.49949252 44.98248926 24.63774013 1.05896995 7.42282272
1936 53.66102555 55.27891650 44.79650438 20.82485580 5.32757986 53.91164928
1937 52.10336609 35.09508858 19.91214076 3.12239754 61.90000000 61.90000000
1938 61.90000000 61.90000000 61.90000000 61.90000000 42.49378353 24.79313917
1939 61.90000000 59.83480949 60.97922118 52.18577431 36.83503236 17.58854786
1940 59.30415592 54.77515786 50.85291159 30.77208232 20.63704520 4.50499201
1941 56.41700405 48.02539447 46.15956730 34.72089558 17.59440044 2.45332530
1942 15.96783129 15.70378570 61.90000000 61.90000000 61.90000000 61.90000000
1943 61.52243785 59.93872213 51.64982011 40.43677078 25.92958298 2.20971024
1944 50.56621334 30.86441940 6.17095483 61.90000000 43.81003408 53.72590722
1945 61.90000000 61.90000000 52.93926156 34.16345128 10.23825714 61.90000000
1946 61.90000000 61.90000000 55.95230698 57.55274443 61.90000000 61.90000000
1947 61.84483609 58.64450830 49.11129517 34.81745988 17.47558347 0.83219106
1948 61.65571539 60.92334667 47.24455438 27.95012517 4.37092705 61.90000000
1949 61.90000000 58.88750460 61.90000000 49.98979215 58.47517007 52.79184932
1950 61.90000000 56.93702677 61.90000000 61.90000000 61.90000000 61.90000000
1951 61.90000000 55.64431663 41.24081538 25.21674559 4.28260369 61.90000000
1952 60.20789260 60.65668841 49.69243360 40.03013038 21.29941120 1.15117142
1953 61.90000000 61.90000000 56.53761322 44.35539774 25.79230211 2.86289870
1954 59.23540890 59.88134012 51.60015870 39.17131240 18.04463022 0.54589341
1955 61.90000000 61.90000000 51.08466323 31.93921208 6.30904395 29.66352733
1956 61.90000000 58.02300015 59.93608383 48.35846295 25.89007620 0.02394666
1957 60.27653056 47.93225841 26.34740516 61.90000000 61.90000000 61.90000000
1958 61.90000000 61.90000000 61.37476384 44.70909187 22.67784521 34.46806163
1959 54.77148327 37.27964144 16.40133201 17.72998748 2.40516921 61.90000000
1960 60.20348170 50.81335859 32.83978193 11.35190037 5.00230887 61.90000000
1961 61.90000000 61.90000000 53.07915875 61.62424262 44.66312473 34.03632548
1962 61.90000000 53.92162567 35.14137629 13.84858840 46.64697616 61.90000000
1963 61.90000000 61.90000000 55.71493903 41.91292482 23.11583799 1.48305759
1964 61.90000000 53.52845547 38.80808494 15.76896087 61.90000000 61.90000000
1965 61.90000000 61.90000000 61.90000000 50.81701747 36.51783451 23.94277238
1966 54.39910496 39.03083192 30.72583401 18.11596891 10.69120232 61.90000000
1967 61.90000000 61.90000000 61.90000000 52.94905143 41.48527370 61.90000000
1968 61.90000000 57.56540651 54.95002438 45.38041399 26.08393502 4.28749598
1969 61.90000000 61.32709712 51.60728687 37.94238242 21.41052796 2.20868297
1970 61.90000000 55.18092366 46.36194554 38.39951033 54.76513688 61.90000000
1971 61.90000000 56.77322089 61.35616243 48.60630109 28.44925582 3.58936542
1972 61.90000000 60.59609014 55.10027592 53.16062746 61.90000000 61.90000000
1973 61.90000000 61.90000000 61.90000000 59.03576294 51.48695569 61.90000000
1974 61.90000000 58.98704612 46.98000426 33.27426156 11.98577815 52.07760996
1975 61.90000000 54.38066330 37.87705950 61.90000000 61.90000000 61.90000000
1976 61.90000000 61.90000000 47.70984861 26.89093307 61.90000000 61.90000000
1977 55.54302327 40.14306472 18.07135226 30.76530792 61.90000000 61.90000000
1978 61.90000000 58.71421670 59.64031784 45.36996488 24.13135356 3.91685591
1979 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1980 60.56338587 59.28948881 49.95910414 29.55321423 4.08480871 0.50271327
1981 61.90000000 53.32656090 37.53634769 18.82938464 4.19306317 61.90000000
1982 52.23584439 34.90867118 39.60333344 45.09707517 49.01425687 61.90000000
1983 61.90000000 61.90000000 51.30122730 32.59706354 8.32294634 61.90000000
1984 61.90000000 61.90000000 61.90000000 57.04755741 61.90000000 61.90000000
1985 60.24128712 50.24901266 37.39469688 21.18543839 3.91652021 61.90000000
1986 61.90000000 44.97410000 23.19725867 0.36594286 37.78170256 61.90000000
1987 58.16062119 55.61669284 46.28731199 35.02918682 15.61931978 0.24425118
1988 59.27417636 50.84016136 37.66900881 20.64974904 0.63632912 61.90000000
1989 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000 61.90000000
1990 61.12183538 56.01278585 44.50135670 26.76592081 3.07514845 36.55636713
1991 61.90000000 61.90000000 54.10120009 40.09095812 20.82476960 1.42877970
1992 61.90000000 60.04031027 61.90000000 61.90000000 61.90000000 61.90000000
1993 61.90000000 61.90000000 55.97479994 43.52760033 25.07556613 1.61907138
1994 61.90000000 61.90000000 61.90000000 50.94103366 38.25167790 61.90000000
1995 61.90000000 52.04019698 34.10555034 14.16056084 61.90000000 61.90000000
1996 61.90000000 60.61420139 61.90000000 61.90000000 54.60254756 61.90000000
1997 61.90000000 61.90000000 61.90000000 61.90000000 57.58865554 61.90000000
1998 61.90000000 61.90000000 61.90000000 49.66486344 30.07955973 4.63998499
1999 61.90000000 61.90000000 58.70353350 44.65425101 24.65328220 4.12146862
2000 61.90000000 61.90000000 57.65701593 46.54388632 25.16465772 2.09692657
$releases
Jan Feb Mar Apr May Jun Jul Aug
1925 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 33.67472
1926 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1927 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1928 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1929 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1930 48.10675 48.10675 48.10675 48.10675 48.10675 33.67472 28.86405 33.67472
1931 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 28.86405 28.86405
1932 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 38.48540 38.48540
1933 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607 43.29607
1934 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1935 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1936 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607
1937 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1938 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1939 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 28.86405
1940 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 33.67472 28.86405
1941 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 33.67472
1942 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1943 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1944 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1945 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1946 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1947 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 28.86405 28.86405
1948 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 33.67472 38.48540
1949 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1950 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1951 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1952 48.10675 48.10675 48.10675 48.10675 43.29607 48.10675 28.86405 33.67472
1953 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540
1954 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 33.67472 33.67472
1955 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1956 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 43.29607 38.48540
1957 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1958 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1959 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1960 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607 48.10675
1961 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1962 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1963 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472 33.67472
1964 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1965 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1966 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1967 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1968 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472
1969 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1970 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1971 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1972 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1973 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1974 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1975 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1976 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1977 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1978 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 43.29607
1979 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1980 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1981 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1982 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1983 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1984 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1985 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540 38.48540
1986 48.10675 48.10675 48.10675 43.29607 43.29607 43.29607 43.29607 43.29607
1987 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472
1988 48.10675 48.10675 48.10675 48.10675 38.48540 33.67472 33.67472 38.48540
1989 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1990 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 38.48540 38.48540
1991 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1992 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1993 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 38.48540 38.48540
1994 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1995 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1996 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1997 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1998 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675
1999 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607
2000 48.10675 48.10675 48.10675 48.10675 48.10675 43.29607 33.67472 33.67472
Sep Oct Nov Dec
1925 33.67472 48.10675 48.10675 48.10675
1926 48.10675 48.10675 48.10675 48.10675
1927 48.10675 48.10675 48.10675 48.10675
1928 48.10675 48.10675 48.10675 48.10675
1929 48.10675 48.10675 48.10675 48.10675
1930 33.67472 33.67472 33.67472 48.10675
1931 28.86405 28.86405 33.67472 48.10675
1932 43.29607 48.10675 48.10675 48.10675
1933 43.29607 48.10675 48.10675 48.10675
1934 48.10675 48.10675 48.10675 48.10675
1935 43.29607 43.29607 48.10675 48.10675
1936 48.10675 48.10675 48.10675 48.10675
1937 48.10675 48.10675 48.10675 48.10675
1938 48.10675 48.10675 48.10675 48.10675
1939 33.67472 33.67472 33.67472 33.67472
1940 38.48540 24.05337 28.86405 48.10675
1941 33.67472 33.67472 33.67472 48.10675
1942 48.10675 48.10675 48.10675 48.10675
1943 38.48540 38.48540 43.29607 48.10675
1944 48.10675 48.10675 48.10675 48.10675
1945 48.10675 48.10675 48.10675 48.10675
1946 48.10675 48.10675 48.10675 48.10675
1947 28.86405 28.86405 28.86405 48.10675
1948 38.48540 38.48540 48.10675 48.10675
1949 48.10675 48.10675 48.10675 48.10675
1950 48.10675 48.10675 48.10675 48.10675
1951 43.29607 43.29607 48.10675 48.10675
1952 28.86405 33.67472 33.67472 48.10675
1953 38.48540 38.48540 38.48540 48.10675
1954 33.67472 38.48540 38.48540 48.10675
1955 48.10675 48.10675 48.10675 48.10675
1956 38.48540 43.29607 43.29607 48.10675
1957 48.10675 48.10675 48.10675 48.10675
1958 48.10675 48.10675 48.10675 48.10675
1959 48.10675 48.10675 48.10675 48.10675
1960 48.10675 48.10675 48.10675 48.10675
1961 48.10675 48.10675 48.10675 48.10675
1962 48.10675 48.10675 48.10675 48.10675
1963 33.67472 33.67472 33.67472 38.48540
1964 48.10675 48.10675 48.10675 48.10675
1965 48.10675 48.10675 48.10675 48.10675
1966 48.10675 48.10675 48.10675 48.10675
1967 48.10675 48.10675 48.10675 48.10675
1968 33.67472 38.48540 38.48540 48.10675
1969 38.48540 38.48540 43.29607 48.10675
1970 48.10675 48.10675 48.10675 48.10675
1971 43.29607 43.29607 43.29607 48.10675
1972 48.10675 48.10675 48.10675 48.10675
1973 48.10675 48.10675 48.10675 48.10675
1974 48.10675 48.10675 48.10675 48.10675
1975 48.10675 48.10675 48.10675 48.10675
1976 48.10675 48.10675 48.10675 48.10675
1977 48.10675 48.10675 48.10675 48.10675
1978 43.29607 43.29607 38.48540 48.10675
1979 48.10675 48.10675 48.10675 48.10675
1980 43.29607 43.29607 43.29607 48.10675
1981 48.10675 48.10675 48.10675 48.10675
1982 48.10675 48.10675 48.10675 48.10675
1983 48.10675 48.10675 48.10675 48.10675
1984 48.10675 48.10675 48.10675 48.10675
1985 38.48540 38.48540 48.10675 48.10675
1986 48.10675 48.10675 48.10675 48.10675
1987 33.67472 38.48540 38.48540 48.10675
1988 38.48540 38.48540 48.10675 48.10675
1989 48.10675 48.10675 48.10675 48.10675
1990 38.48540 43.29607 48.10675 48.10675
1991 38.48540 38.48540 38.48540 48.10675
1992 48.10675 48.10675 48.10675 48.10675
1993 38.48540 38.48540 43.29607 48.10675
1994 48.10675 48.10675 48.10675 48.10675
1995 48.10675 48.10675 48.10675 48.10675
1996 48.10675 48.10675 48.10675 48.10675
1997 48.10675 48.10675 48.10675 48.10675
1998 48.10675 48.10675 48.10675 48.10675
1999 43.29607 43.29607 43.29607 48.10675
2000 33.67472 38.48540 38.48540 48.10675
$evap_loss
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1925 0 0 0 0 0 0 0 0 0 0 0 0
1926 0 0 0 0 0 0 0 0 0 0 0 0
1927 0 0 0 0 0 0 0 0 0 0 0 0
1928 0 0 0 0 0 0 0 0 0 0 0 0
1929 0 0 0 0 0 0 0 0 0 0 0 0
1930 0 0 0 0 0 0 0 0 0 0 0 0
1931 0 0 0 0 0 0 0 0 0 0 0 0
1932 0 0 0 0 0 0 0 0 0 0 0 0
1933 0 0 0 0 0 0 0 0 0 0 0 0
1934 0 0 0 0 0 0 0 0 0 0 0 0
1935 0 0 0 0 0 0 0 0 0 0 0 0
1936 0 0 0 0 0 0 0 0 0 0 0 0
1937 0 0 0 0 0 0 0 0 0 0 0 0
1938 0 0 0 0 0 0 0 0 0 0 0 0
1939 0 0 0 0 0 0 0 0 0 0 0 0
1940 0 0 0 0 0 0 0 0 0 0 0 0
1941 0 0 0 0 0 0 0 0 0 0 0 0
1942 0 0 0 0 0 0 0 0 0 0 0 0
1943 0 0 0 0 0 0 0 0 0 0 0 0
1944 0 0 0 0 0 0 0 0 0 0 0 0
1945 0 0 0 0 0 0 0 0 0 0 0 0
1946 0 0 0 0 0 0 0 0 0 0 0 0
1947 0 0 0 0 0 0 0 0 0 0 0 0
1948 0 0 0 0 0 0 0 0 0 0 0 0
1949 0 0 0 0 0 0 0 0 0 0 0 0
1950 0 0 0 0 0 0 0 0 0 0 0 0
1951 0 0 0 0 0 0 0 0 0 0 0 0
1952 0 0 0 0 0 0 0 0 0 0 0 0
1953 0 0 0 0 0 0 0 0 0 0 0 0
1954 0 0 0 0 0 0 0 0 0 0 0 0
1955 0 0 0 0 0 0 0 0 0 0 0 0
1956 0 0 0 0 0 0 0 0 0 0 0 0
1957 0 0 0 0 0 0 0 0 0 0 0 0
1958 0 0 0 0 0 0 0 0 0 0 0 0
1959 0 0 0 0 0 0 0 0 0 0 0 0
1960 0 0 0 0 0 0 0 0 0 0 0 0
1961 0 0 0 0 0 0 0 0 0 0 0 0
1962 0 0 0 0 0 0 0 0 0 0 0 0
1963 0 0 0 0 0 0 0 0 0 0 0 0
1964 0 0 0 0 0 0 0 0 0 0 0 0
1965 0 0 0 0 0 0 0 0 0 0 0 0
1966 0 0 0 0 0 0 0 0 0 0 0 0
1967 0 0 0 0 0 0 0 0 0 0 0 0
1968 0 0 0 0 0 0 0 0 0 0 0 0
1969 0 0 0 0 0 0 0 0 0 0 0 0
1970 0 0 0 0 0 0 0 0 0 0 0 0
1971 0 0 0 0 0 0 0 0 0 0 0 0
1972 0 0 0 0 0 0 0 0 0 0 0 0
1973 0 0 0 0 0 0 0 0 0 0 0 0
1974 0 0 0 0 0 0 0 0 0 0 0 0
1975 0 0 0 0 0 0 0 0 0 0 0 0
1976 0 0 0 0 0 0 0 0 0 0 0 0
1977 0 0 0 0 0 0 0 0 0 0 0 0
1978 0 0 0 0 0 0 0 0 0 0 0 0
1979 0 0 0 0 0 0 0 0 0 0 0 0
1980 0 0 0 0 0 0 0 0 0 0 0 0
1981 0 0 0 0 0 0 0 0 0 0 0 0
1982 0 0 0 0 0 0 0 0 0 0 0 0
1983 0 0 0 0 0 0 0 0 0 0 0 0
1984 0 0 0 0 0 0 0 0 0 0 0 0
1985 0 0 0 0 0 0 0 0 0 0 0 0
1986 0 0 0 0 0 0 0 0 0 0 0 0
1987 0 0 0 0 0 0 0 0 0 0 0 0
1988 0 0 0 0 0 0 0 0 0 0 0 0
1989 0 0 0 0 0 0 0 0 0 0 0 0
1990 0 0 0 0 0 0 0 0 0 0 0 0
1991 0 0 0 0 0 0 0 0 0 0 0 0
1992 0 0 0 0 0 0 0 0 0 0 0 0
1993 0 0 0 0 0 0 0 0 0 0 0 0
1994 0 0 0 0 0 0 0 0 0 0 0 0
1995 0 0 0 0 0 0 0 0 0 0 0 0
1996 0 0 0 0 0 0 0 0 0 0 0 0
1997 0 0 0 0 0 0 0 0 0 0 0 0
1998 0 0 0 0 0 0 0 0 0 0 0 0
1999 0 0 0 0 0 0 0 0 0 0 0 0
2000 0 0 0 0 0 0 0 0 0 0 0 0
$water_level
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1925 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1926 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1927 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1928 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1929 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1930 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1931 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1932 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1933 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1934 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1935 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1936 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1937 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1938 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1939 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1940 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1941 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1942 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1943 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1944 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1945 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1946 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1947 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1948 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1949 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1950 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1951 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1952 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1953 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1954 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1955 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1956 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1957 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1958 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1959 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1960 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1961 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1962 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1963 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1964 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1965 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1966 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1967 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1968 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1969 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1970 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1971 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1972 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1973 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1974 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1975 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1976 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1977 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1978 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1979 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1980 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1981 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1982 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1983 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1984 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1985 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1986 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1987 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1988 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1989 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1990 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1991 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1992 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1993 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1994 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1995 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1996 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1997 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1998 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
1999 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
2000 Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf Inf
$spill
Jan Feb Mar Apr May
1925 159.8499776 284.8110090 0.0000000 14.1754371 2.4526246
1926 142.4079118 115.1393415 148.3669176 13.8659556 0.0000000
1927 232.3439598 300.1356981 265.4922258 107.7131652 14.2416111
1928 102.9386598 42.0250550 165.3672280 200.8044870 70.7615852
1929 309.4877857 466.7976671 552.8233244 259.7463822 52.9528216
1930 106.8004315 348.7202577 154.9013595 24.4834752 6.8196689
1931 54.6754770 162.6287577 152.5374862 71.8840423 0.0000000
1932 445.2611366 437.8389008 175.7218958 185.5525366 0.0000000
1933 172.8322700 426.0164139 138.8560995 15.2580133 78.5457891
1934 119.0742758 160.6979514 501.4619672 7.3977972 0.0000000
1935 107.3493003 185.3195867 298.7846476 80.4930914 43.8208285
1936 299.9554666 167.4733463 279.6103874 97.6609185 2.6612153
1937 880.0697625 340.4599358 82.9987464 6.8158876 30.1910833
1938 307.7648672 96.2057284 161.4342227 106.6837118 44.3724324
1939 230.4880215 894.3808823 225.7578520 83.4757943 7.1680964
1940 0.0000000 463.6704708 319.8936301 68.5642742 2.6832720
1941 80.8695566 17.5684034 60.4783467 40.9557508 0.0000000
1942 182.3778788 255.4539420 358.5459790 0.0000000 0.0000000
1943 202.5274789 215.4958452 288.4486050 114.3972819 16.0828096
1944 49.1996717 687.3632501 432.6594743 153.0501692 5.4274949
1945 189.4676998 542.2540872 70.0668351 98.9076335 175.8362170
1946 577.8219430 342.7989796 104.9332593 97.7568470 23.7139917
1947 643.7091607 105.0559753 116.8102880 20.1740190 2.1028664
1948 148.2962103 1052.8314299 268.3278850 42.8684520 2.5511149
1949 850.3662322 200.3409368 229.6571311 31.6680621 26.0645998
1950 984.1530725 532.0385089 216.7463293 28.6997013 27.7357605
1951 544.7782083 472.1092568 277.5914233 170.0865552 2.6973950
1952 451.5352660 115.6879166 218.4259276 14.4844181 0.0000000
1953 214.8080274 372.5672209 131.2763692 188.5467182 50.0563551
1954 690.8369634 128.1965997 159.6836723 135.2191765 0.2388751
1955 108.3948825 389.9790850 456.0328283 67.9414307 28.5903729
1956 299.9400965 726.9291404 103.7779939 213.8739336 14.4479998
1957 655.9292141 482.7768821 88.3142887 50.2536944 8.4092495
1958 145.2173097 203.0343737 85.2324022 183.5809310 125.3565596
1959 179.2067758 225.3747990 173.3677267 37.2808248 0.0000000
1960 199.7436571 244.9755302 328.6082996 77.1226363 2.8760662
1961 148.4826705 426.8942222 335.7917361 230.8471628 30.5984764
1962 544.6942113 538.4032434 241.2306862 380.0405109 8.0638508
1963 122.2408491 223.2623417 585.0323262 7.0014729 2.0467226
1964 222.8150714 272.6666802 401.1765379 318.5576071 22.4911090
1965 208.5215447 180.7511458 436.1797143 97.7843810 38.9589179
1966 74.3571005 337.1644222 98.4157050 17.2208081 74.0864317
1967 107.8533928 198.5194833 197.1919775 2.6911937 93.8413656
1968 376.2519796 59.9188436 358.7417029 114.5655697 53.7674364
1969 257.9407393 370.7660814 92.9728087 178.6743236 79.2206780
1970 289.1521537 250.0402195 151.1699398 330.6079287 44.6042319
1971 353.4684406 384.1785894 159.3892421 52.4952739 141.4145831
1972 438.1879095 220.3803765 257.0684133 111.4260820 64.2075147
1973 284.9582241 317.2291467 518.4991731 265.2653457 399.1773983
1974 682.3508877 373.8213517 193.5633881 61.3961099 77.1705210
1975 332.6562868 378.4909709 862.2924428 62.0282048 42.0802454
1976 321.4247407 188.9877516 196.7035856 51.1877332 7.8711434
1977 208.4535296 165.9397638 221.4844041 344.3475895 9.7983580
1978 250.2958819 109.3652173 281.4400889 15.1306411 32.3805134
1979 499.7842779 381.8278957 170.9476963 221.9696388 25.4811054
1980 255.6310896 216.3984953 639.0972528 133.1086650 30.5216994
1981 40.9955751 184.0340794 73.8251891 102.0927542 0.0000000
1982 517.9433045 299.1761933 275.8801547 42.2059228 0.7964539
1983 111.3305329 212.6858844 54.8846497 277.7966434 297.1042416
1984 186.1693226 188.3549102 232.7087547 147.3494813 421.6646716
1985 180.7995077 345.6166499 59.4460175 15.4002723 0.0000000
1986 21.2110045 349.7860314 64.4458245 0.0000000 0.0000000
1987 228.0601592 276.6722283 104.9517132 64.9233619 0.2299419
1988 317.9495585 122.3180666 58.7344534 65.4110074 1.9545193
1989 365.0154162 395.9213379 336.0772576 146.7709125 59.0962623
1990 310.8361195 469.5044671 180.8997070 29.6870276 9.7766918
1991 179.8193953 534.4900871 376.8116173 55.5160716 67.6605717
1992 220.0240498 110.3250647 116.2711846 8.9084959 0.0000000
1993 204.2249928 102.7516856 351.5143833 107.4859424 84.5487881
1994 407.0707225 570.0022386 600.1220340 382.9131513 42.9773092
1995 281.1498928 128.1785986 261.8340956 0.4824653 78.8152307
1996 354.6143199 121.8623851 341.0548171 65.7442666 45.3586145
1997 331.9649020 217.8636711 357.3493148 58.5179138 57.6694628
1998 359.7716703 267.7102424 228.6948118 314.0955820 99.0191890
1999 452.9336504 240.5738352 189.1014609 24.8876376 23.8096020
2000 86.4474436 213.4669199 213.4328267 278.9688330 20.5671433
Jun Jul Aug Sep Oct
1925 0.0000000 0.0000000 0.0000000 0.0000000 47.2066990
1926 0.0000000 0.0000000 58.7687648 0.0000000 0.0000000
1927 40.6617611 9.0016404 0.0000000 0.0000000 0.0000000
1928 213.0652173 35.9390686 35.1292508 0.0000000 1.0191207
1929 127.8823573 50.0162534 2.2152900 0.0000000 30.2678934
1930 2.7271038 0.0000000 0.0000000 0.0000000 0.0000000
1931 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1932 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1933 3.1033031 0.0000000 0.0000000 0.0000000 0.0000000
1934 11.2641542 0.0000000 0.0000000 0.0000000 0.0000000
1935 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1936 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1937 0.0000000 0.0000000 0.0000000 0.0000000 48.1963667
1938 16.4264033 0.9422280 9.3588910 17.3775744 0.0000000
1939 5.6494373 0.0000000 0.0000000 0.0000000 0.0000000
1940 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1941 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1942 0.0000000 0.0000000 57.7929593 32.7422368 15.4945181
1943 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1944 0.0000000 0.0000000 0.0000000 160.7253013 0.0000000
1945 22.1906335 4.6893635 0.0000000 0.0000000 0.0000000
1946 109.8229670 9.4750355 0.0000000 0.0000000 0.7325829
1947 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1948 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1949 30.6770095 0.0000000 24.5239189 0.0000000 0.0000000
1950 3.4849530 0.0000000 47.9346396 49.2935777 2.3244011
1951 45.7723954 0.0000000 0.0000000 0.0000000 0.0000000
1952 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1953 11.5057351 1.3654336 0.0000000 0.0000000 0.0000000
1954 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1955 46.4812919 6.2059790 0.0000000 0.0000000 0.0000000
1956 3.2608484 0.0000000 0.0000000 0.0000000 0.0000000
1957 0.0000000 0.0000000 0.0000000 25.0108869 35.6138676
1958 4.0623165 1.7520733 0.0000000 0.0000000 0.0000000
1959 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1960 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1961 130.4712261 4.3775624 0.0000000 0.0000000 0.0000000
1962 0.6229071 0.0000000 0.0000000 0.0000000 0.0000000
1963 0.3978468 0.2447731 0.0000000 0.0000000 0.0000000
1964 7.0664715 0.0000000 0.0000000 0.0000000 0.6923351
1965 92.8489914 61.2556865 1.3664994 0.0000000 0.0000000
1966 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1967 31.9973993 43.6463119 25.5770032 0.0000000 0.0000000
1968 2.6635435 0.0000000 0.0000000 0.0000000 0.0000000
1969 8.1097102 0.0000000 0.0000000 0.0000000 0.0000000
1970 109.2069152 0.0000000 0.0000000 0.0000000 0.0000000
1971 0.6847301 0.0000000 0.0000000 0.0000000 0.0000000
1972 2.8890071 0.0000000 0.0000000 0.0000000 146.1575815
1973 160.2359921 42.1312995 13.4806876 0.0000000 0.0000000
1974 24.8807908 0.0000000 0.0000000 0.0000000 0.0000000
1975 3.4893217 0.0000000 0.0000000 54.6224605 208.6391454
1976 46.3421106 23.1892488 0.0000000 0.0000000 3.8346671
1977 0.0000000 0.0000000 0.0000000 0.0000000 130.8618605
1978 17.1221323 0.0000000 0.0000000 0.0000000 0.0000000
1979 33.3734261 62.6487600 22.1782799 100.0305311 54.5636278
1980 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1981 82.8706728 0.0000000 0.0000000 0.0000000 0.0000000
1982 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1983 24.9357487 1.5593996 0.0000000 0.0000000 0.0000000
1984 17.9479198 107.0397693 40.7954050 0.0000000 68.2853022
1985 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1986 3.4634656 0.0000000 0.0000000 0.0000000 0.0000000
1987 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1988 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1989 281.5254810 162.7719100 17.0062448 126.1021068 173.6333992
1990 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
1991 4.0531018 1.2675919 0.0000000 0.0000000 0.0000000
1992 11.3863593 0.0000000 68.1336235 153.0547460 30.7897031
1993 4.5312939 2.3526303 0.0000000 0.0000000 0.0000000
1994 22.4462163 30.8365353 3.8811305 0.0000000 0.0000000
1995 20.4457429 0.0000000 0.0000000 0.0000000 95.4850943
1996 49.6978380 0.0000000 0.1974083 8.6601576 0.0000000
1997 275.6560892 44.8601696 0.8447118 32.6715111 0.0000000
1998 272.3605755 8.7784314 2.0707487 0.0000000 0.0000000
1999 17.0673397 33.4395934 0.0000000 0.0000000 0.0000000
2000 0.6762729 1.0524218 0.0000000 0.0000000 0.0000000
Nov Dec
1925 318.0253321 95.1710986
1926 105.4970013 730.1554397
1927 0.0000000 173.1825656
1928 102.9784801 36.3863002
1929 280.7351451 192.0135300
1930 0.0000000 42.8054996
1931 0.0000000 215.0975155
1932 140.8065457 334.5966872
1933 0.0000000 0.0000000
1934 0.0000000 31.1210377
1935 0.0000000 72.1804433
1936 0.0000000 389.2933380
1937 20.6226213 180.9773896
1938 0.0000000 30.5457444
1939 0.0000000 0.0000000
1940 0.0000000 0.0000000
1941 0.0000000 7.6122486
1942 56.1086522 576.4049089
1943 0.0000000 0.0000000
1944 0.0000000 290.9602978
1945 156.3814445 303.3056812
1946 120.0759548 206.6297265
1947 0.0000000 21.3264010
1948 339.6997015 380.1929881
1949 0.0000000 200.3095583
1950 127.5190308 129.9538072
1951 53.6342058 605.8947754
1952 0.0000000 0.0000000
1953 0.0000000 0.0000000
1954 0.0000000 390.8637088
1955 0.0000000 123.7858999
1956 0.0000000 226.0899847
1957 649.6345261 323.8367923
1958 0.0000000 0.0000000
1959 27.7552628 453.0068297
1960 14.7096161 153.4153190
1961 0.0000000 387.7989281
1962 193.1712096 181.8818998
1963 0.0000000 0.0000000
1964 60.5203085 254.2199539
1965 0.0000000 0.0000000
1966 79.4775607 216.9641783
1967 108.5284975 389.1303036
1968 0.0000000 8.7656075
1969 0.0000000 418.9195855
1970 38.0555860 199.6877080
1971 0.0000000 176.1427232
1972 194.8482836 503.1252165
1973 314.7419045 395.3304705
1974 0.0000000 401.3361889
1975 181.6956720 186.5323798
1976 34.2266313 157.9417859
1977 387.1622958 314.6937917
1978 0.0000000 200.9273304
1979 265.5134943 180.0974030
1980 0.0000000 0.0000000
1981 42.2356813 173.5575033
1982 108.3965190 471.3562203
1983 201.5808183 397.3331834
1984 280.8531864 149.5975038
1985 34.4921383 70.5760550
1986 318.4373061 283.9864820
1987 0.0000000 43.4459451
1988 127.3842011 215.7227253
1989 153.4699587 103.6448885
1990 0.0000000 819.2278797
1991 0.0000000 637.7413551
1992 208.6004020 318.3336150
1993 0.0000000 295.1115388
1994 76.1953450 126.5301810
1995 282.3137610 113.8824573
1996 304.8354082 323.2182441
1997 40.5030698 134.9426985
1998 0.0000000 134.3975799
1999 0.0000000 0.0000000
2000 0.0000000 55.4213053
$total_penalty_cost
[1] 9.76
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