The Great Salt Lake Water Budget - Great Salt Lake Advisory Council
The Great Salt Lake Water Budget - Great Salt Lake Advisory Council
The Great Salt Lake Water Budget - Great Salt Lake Advisory Council
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<strong>The</strong> <strong>Great</strong> <strong>Salt</strong> <strong>Lake</strong> <strong>Water</strong> <strong>Budget</strong><br />
David Tarboton<br />
Utah State University<br />
dtarb@usu.edu<br />
435‐797‐3172
Outline<br />
• General overview<br />
• Historic lake levels<br />
• Streamflow<br />
• <strong>Water</strong> <strong>Budget</strong><br />
• Future Simulations<br />
• Details if you want on<br />
– Bathymetry, Streamflow, Precipitation, Climate,<br />
Salinity, Evaporation
How a closed basin (e.g. GSL works)<br />
Inflows I<br />
I<br />
Evaporation depth E<br />
Evaporation volume E x A<br />
E x A<br />
Area, A<br />
E x A<br />
Area, A<br />
Volume, V<br />
<strong>Salt</strong> Load L<br />
<strong>Salt</strong> Concentration C=L/V<br />
Level<br />
Level<br />
If I > E x A level rises<br />
If I < E x A level falls<br />
Level adjusts to<br />
fluctuating inputs so that<br />
on average<br />
I = E x A<br />
I includes inflows from<br />
streams and precipitation<br />
on the lake<br />
I = Q + P x A<br />
Subject to climate<br />
variability.<br />
E is less variable, but also<br />
depends on climate and<br />
salinity, C.
GSL Level Record<br />
Level (ft)<br />
4195 4200 4205 4210<br />
16% 4195.6<br />
50% 4200.5<br />
South Arm USGS 10010000 <strong>Great</strong> <strong>Salt</strong> <strong>Lake</strong> at <strong>Salt</strong>air boat harbour, UT<br />
North Arm USGS 10010100 <strong>Great</strong> <strong>Salt</strong> <strong>Lake</strong> near Saline, UT<br />
South Arm water year mean<br />
84% 4205.6<br />
84% 4202.5<br />
50% 4198.9<br />
16% 4194.8<br />
Minimum level on Record 4191.4<br />
10/14/2010<br />
S 4193.7<br />
N 4193.2<br />
1900 1950 2000<br />
10/1/1949‐9/30/2010 period with complete<br />
climate and streamflow input data
Streamflow Inflows<br />
•Bear (10126000)<br />
•Weber (10141000)<br />
•Jordan<br />
− 10172550<br />
− 10170800 (Surplus<br />
Canal)<br />
− 10172630 (Goggin)<br />
•Davis<br />
− 10143500<br />
(Centerville)<br />
− 10141500 (Holmes)<br />
− 10142000<br />
(Farmington)<br />
− 10142500 (Ricks)<br />
− 10143000 (Parish)<br />
− 10144000 (Stone)<br />
− 10145000 (Mill)<br />
•Other<br />
− 10141040 (Hooper)<br />
− 10141400 (Howard)<br />
− 10172640 (Lee)<br />
− 10172650<br />
(Kennecott)
<strong>Water</strong> <strong>Budget</strong><br />
V<br />
<br />
Q<br />
<br />
P<br />
A<br />
<br />
E<br />
A<br />
• Q, Streamflow+Groundwater‐Withdrawals<br />
– Groundwater 75000 acre ft/yr (Waddell and Barton,<br />
1980)<br />
– Withdrawals (West desert pumping, Evaporation<br />
ponds)<br />
• A, V Area and Volume<br />
– From bathymetry and level<br />
• P, Precipitation<br />
– From PRISM (Oregon State University)
<strong>Water</strong> <strong>Budget</strong> Summary<br />
(thousand Acre ft/yr)<br />
1949/10‐2008/9 2003/10‐2008/9<br />
Bear 1347 986<br />
Jordan 495 425<br />
Weber 338 242<br />
Davis 31 30<br />
Other 105 95<br />
All Streamflow 2316 1778<br />
Direct Precipitation 876 781<br />
Groundwater 75 75<br />
Evaporation (‐3666 3 ) ‐3264 2 (2961 3 ) ‐2834 2<br />
Adjustments ‐39 1 0<br />
Ave Vol Change ‐32 ‐212<br />
Notes:<br />
Closure ‐4 12<br />
1. Net west desert pumping loss averaged over 59 years<br />
2. Mass balance evaporation<br />
3. Calculated evaporation
Future simulations<br />
• <strong>Water</strong> budget model with inputs P, Q<br />
• Inputs resampled from historic years<br />
retaining each year as a block<br />
• Resampling used k‐nearest neighbors<br />
(based on total streamflow) to sample<br />
similar years together and maintain<br />
statistical dependence<br />
• Evaporation used either the historic<br />
value from mass balance, or was<br />
calculated from salinity as a function of<br />
volume (C=L/V)<br />
• Level differences between arms not<br />
modeled<br />
• Pumping limits level to 4208 ft<br />
-0.2 0.0 0.2 0.4 0.6 0.8 1.0<br />
Annual streamflow autocorrelation from knn<br />
0 2 4 6 8 10 12 14 16<br />
Lag years
100 resampled input simulations<br />
10 year simulations<br />
Distribution of 10 year ahead<br />
Levels<br />
4185 4190 4195 4200 4205<br />
Frequency<br />
0 5 10 15 20<br />
2010 2012 2014 2016 2018 2020<br />
4190 4195 4200 4205<br />
Level (ft)
Simulated <strong>Water</strong> <strong>Budget</strong> Sensitivity over<br />
2003/10‐<br />
2008/9<br />
next 10 years<br />
(thousand Acre ft/yr)<br />
16%<br />
(‐1 std dev)<br />
50%<br />
(median)<br />
84%<br />
(+1 std dev)<br />
All Streamflow 1778 1801 2067 2857<br />
Direct<br />
Precipitation<br />
781 818 891 1252<br />
Groundwater 75 75 75 75<br />
Evaporation (ft) 3.58 3.48 3.31 3.47<br />
End Level 4194.1 4191.6 4195.6 4199.5<br />
Conclusions<br />
•8 ft range possible over next 10 years ahead due to natural variability<br />
•Human or natural reduction in streamflow of 260 000 acre ft/yr below<br />
median could drive level down to near 4191 ft in next 10 yr<br />
•Without change lake most likely to stay near current levels<br />
•About 13% chance lake may even rise above 4200 ft in next 10 years
Bathymetry<br />
South Arm<br />
North Arm<br />
Level (ft)<br />
4170 4180 4190 4200 4210<br />
Baskin 2005<br />
Loving 2000<br />
Baskin 2005 + Farmington Bay<br />
+MagCorp ponds<br />
Level (ft)<br />
4170 4180 4190 4200 4210<br />
Baskin 2006<br />
Loving 2000<br />
0 200000 600000 1000000<br />
0e+00 2e+05 4e+05 6e+05 8e+05 1e+06<br />
Area (acre)<br />
Area (acre)<br />
the lake bed topography that relates area<br />
to level and volume
Using “steady state” to evaluate potential<br />
impact of pond withdrawals and<br />
bathymetry on lake level<br />
• Inputs<br />
– Evaporation, E (from climate)<br />
– Area, A (from low, median,<br />
high percentile levels)<br />
• Net inflows estimated from<br />
“steady state”<br />
– I=A x E<br />
• Withdrawal subtracted<br />
from net inflow and<br />
modified area determined<br />
– A'= (I‐W)/E<br />
1,055,576<br />
979,500<br />
Area (acre)<br />
• Level determined from<br />
bathymetry (modified)<br />
4194 4196 4198 4200 4202 4204 4206<br />
4199.9<br />
600000 800000 1000000 1200000 1400000<br />
Current<br />
Modified<br />
1,055,576<br />
979,500<br />
4199.9<br />
4200.6<br />
level (ft)<br />
the sensitivity is greater when the arealevel<br />
function is flatter
GSL streamflow inputs<br />
Ac ft<br />
2e+05 4e+05 6e+05 8e+05 1e+06<br />
Total<br />
Bear<br />
Weber<br />
Jordan<br />
Davis<br />
Other<br />
Monthly streamflow from USGS<br />
gauges with regression to fill<br />
missing values<br />
1950 1960 1970 1980 1990 2000 2010<br />
Annual average GSL Streamflow inputs (Acre ft)<br />
Bear Weber Jordan Davis Other Total<br />
1347346 338385 494874 30783 104832 2316220<br />
58% 15% 21% 1% 5% 100%<br />
Loving, et al., (2000), USGS 00‐4221. Calculated inflows for the period 1987‐1998. <strong>The</strong>se<br />
methods with minor adjustments were applied to obtain streamflow from 1949 to 2008
Precipitation<br />
inches/month<br />
0 1 2 3 4 5<br />
South<br />
North<br />
Monthly<br />
1950 1960 1970 1980 1990 2000 2010<br />
inches<br />
0 5 10 15 20<br />
South<br />
North<br />
Annual<br />
1950 1960 1970 1980 1990 2000 2010<br />
Monthly PRISM climate data for the U.S. from Oregon State University from<br />
http://www.prism.oregonstate.edu/
Other climate variables<br />
Degrees C<br />
-10 0 10 20 30 40<br />
South Max North Max South Min North Min<br />
1950 1960 1970 1980 1990 2000 2010<br />
• Monthly averages of daily maximum and minimum<br />
temperatures from PRISM (shown)<br />
• Monthly average of daily dewpoint from PRISM (not shown)<br />
• Monthly average of daily wind speed from University of<br />
Washington (not shown)
<strong>Great</strong> <strong>Salt</strong> <strong>Lake</strong> Inputs<br />
acre ft<br />
0e+00 4e+06 8e+06<br />
Total<br />
Streamflow<br />
Precip<br />
Groundwater<br />
W Desert Pumping<br />
W Desert return<br />
1950 1960 1970 1980 1990 2000 2010<br />
Adjustments to GSL inputs<br />
•West Desert pumping. 2.5 MAF removed 4/87 to 6/89. 27<br />
months<br />
• 200000 AF return from West Desert. 1/90 to 6/92. 30 months<br />
Wyr
Total <strong>Salt</strong> Load<br />
Billion tons<br />
0 1 2 3 4<br />
LVG4 [north]<br />
RD2 [north]<br />
FB2 [south]<br />
AS2 [south]<br />
3.89 billion tons<br />
Total<br />
North<br />
South<br />
4/87‐6/89<br />
West desert<br />
pumping<br />
1/90‐6/92<br />
West desert<br />
return flow<br />
3.64 billion tons<br />
1970 1980 1990 2000<br />
Calculated from volume and depth average<br />
measurements. Data from Wally Gwynn (UGS)
<strong>Salt</strong> concentrations<br />
C g/L<br />
0 50 100 200 300<br />
LVG4 [north]<br />
RD2 [north]<br />
FB2 [south]<br />
AS2 [south]<br />
Causeway closure<br />
1950 1960 1970 1980 1990 2000 2010<br />
Salinity computed from C=L/V for each arm<br />
(lines) and compared to observations
Salinity dependent evaporation<br />
Penman evaporation equation modified for salinity<br />
(Mohammed, 2008)<br />
E<br />
'<br />
R<br />
<br />
n<br />
'<br />
<br />
Where:-<br />
R n Net Radiation,<br />
λ v latent heat of vaporization,<br />
β water activity coefficient,<br />
ν a wind speed ,<br />
e<br />
( T,<br />
S)<br />
<br />
∆' gradient of saturated vapor content of air corrected<br />
for salinity,<br />
γ psychrometric constant,<br />
s<br />
<br />
e<br />
T<br />
K E bulk transfer coefficient.<br />
v<br />
w<br />
s<br />
<br />
s<br />
<br />
'<br />
e<br />
s<br />
e<br />
( T ) ( T,<br />
S)<br />
s<br />
K<br />
<br />
T<br />
s<br />
E<br />
<br />
a<br />
( e<br />
s<br />
( T<br />
a<br />
) (<br />
T<br />
Ebrine/Efresh<br />
a<br />
0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0<br />
, S)<br />
e<br />
a<br />
)<br />
0 100 200 300 400<br />
TDS (g/L)
Annual GSL Evaporation<br />
meters<br />
0.4 0.6 0.8 1.0 1.2 1.4<br />
Mass balance<br />
N brine<br />
N fresh<br />
S brine<br />
S fresh<br />
10 20 30 40 50 60<br />
inches<br />
1950 1960 1970 1980 1990 2000 2010<br />
Mass Balance<br />
E<br />
<br />
P<br />
N<br />
A<br />
N<br />
<br />
PS<br />
A<br />
A<br />
S<br />
N<br />
Q <br />
A<br />
S<br />
W<br />
V
Predictive Mass Balance Model<br />
• Inputs<br />
– Precipitation (N and S)<br />
– Evaporation (Historic or Calculated)<br />
– Streamflow<br />
– Initial Level<br />
• Output<br />
V<br />
Q P A<br />
– Levels and volumes<br />
<br />
E A
Verification with historic inputs<br />
Level<br />
4190 4195 4200 4205 4210<br />
North Obs<br />
South Obs<br />
Mass Bal. E<br />
Climate E<br />
1960 1970 1980 1990 2000 2010