Lower Malad Sub Watershed Analysis and Its Effect on the Bear River Migratory Bird Refuge
By Francisco Suero
The
Lower Malad sub watershed is part of the Bear River Basin. It’s located between
longitudes 1110W and 1130 W and between the latitudes 410N
and 430N. It’s cut almost in half by the border between the state of
Utah and the state of Idaho. The watershed has an area of 3257.55 km2. This basin drains into the Great Salt
Lake, which is located on the south end. The Great Salt Lake is the lowest
elevation in the watershed at 1280 m above sea level.
On the south side of the watershed, the Bear River Migratory Bird
Refuge is located, where the Bear River flows into the Great Salt Lake. The
wetlands in the Bird Refuge are the biggest freshwater source in the Great Salt
Lake and in the deserted area where it’s located.
These wetlands are far from what they used to be due to the large
amount of water that is diverted from the river and used for irrigation
purposes. Even with a smaller wetland area, migratory birds still come every
year in quantities in the order of millions.
In 1983, after years of record precipitation, the Salt Lake rose.
The lake level went up so much that it flooded the Bird Refuge, mixing its
saline water with the fresh water in the refuge. This flood event stopped the
refuge for working for a few years.
In 1990, after the lake water level went down and the Refuge
structures where visible again, work was started to recondition the area for
the Bird Refuge.
In this paper, I’m going to try to identify what variables
(precipitation, evaporation, flow rate) from the basin and flowing into the
Bird Refuge influence the most in having the birds come to this particular area
in such a large volume each year. The data obtained about the birds that come
to the Refuge is from 2006 and 2007, reason why the records of precipitation,
evaporation and flow rate were also selected for that period.
The Lower Malad Sub
Watershed has a highest elevation of 2,855m at Box Elder Peak, and a minimum
elevation of 1,280m at the Great Salt Lake; with a mean elevation of 1571m and
a range of 1,284m.
There are six dams in
the basin:
DAM_NAME |
LONGITUDE |
LATITUDE |
BOX ELDER CREEK (CHATFIELD) |
-111.9150 |
41.4467 |
MANTUA |
-111.9417 |
41.5017 |
CROWTHER |
-112.2571 |
42.2033 |
DEEP CREEK |
-112.1728 |
42.2101 |
DEVIL CREEK |
-112.2062 |
42.2948 |
DANIELS |
-112.4424 |
42.3455 |
Beside the dams, there
are diversion structures that take water for the rivers for irrigation
purposes.
The major streams of the
Lower Malad Sub Watershed are:
·
Bear River
·
Dairy Creek
·
Little Malad River
·
Malad River
The Malad River is the major tributary of the watershed, flowing
into the Bear River.
The average flow rate of the Bear River entering the Bird Refuge
is measured at a USGS gage near Corrine (ID 10126000). Since the study is being
made for the amount of birds per season, the flow was also averaged by season.
|
||||
Spring |
2518.60 |
|||
Summer |
288.75 |
|||
Fall |
715.65 |
|||
Winter |
1389.69 |
The highest flow is in the spring due to the snowmelt, and the lowest flow is in the fall due to the amount of water used during the summer for irrigation purposes.
For the study, precipitation and evaporation were analyzed. This data was obtained from weather stations in the basin and around it.
The stations used were:
The average precipitation in the basin during the years of the study was:
|
The lowest average precipitation is in the summer with 1.46 in and the highest in the spring with 4.40 in.
I also looked at the precipitation per season in each year and the results are these:
2006 |
2007 |
|
Precipitation (in) |
Precipitation (in) |
|
Spring |
5.36 |
3.43 |
Summer
|
1.87 |
1.05 |
Fall |
4.30 |
2.41 |
Winter |
4.34 |
3.26 |
As we can see in the chart above, 2007 had lower precipitation than 2006 in each of the seasons. The largest difference is the fall with two inches.
Next, I present the average evaporation for the study period.
The highest evaporation is the summer with 15 inches. This high evaporation contrasts with the low precipitation for that season (1.46 in).
When we look at the data by year we get:
2006 |
2007 |
|
Evaporation
(in) |
Evaporation
(in) |
|
Spring |
3.27 |
8.28 |
Summer
|
19.22 |
11.53 |
Fall |
7.83 |
4.99 |
Winter |
1.15 |
1.96 |
As we can see in the table, there is not a clear pattern of seasonal evaporation. In 2006, the evaporation in the summer was twice the evaporation in the spring, but in 2007 it was the opposite.
The Bear River Migratory Bird Refuge does surveys a few times per month to quantify the amount of birds. The birds are counted by people, therefore the huge uncertainty in the results.
The bird count for 2006 and 2007 is the following:
2006 |
2007 |
Average |
|
Number of Birds |
Number of Birds |
||
Spring |
5,937,343 |
6,395,393 |
6,166,368 |
Summer
|
4,113,848 |
10,011,211 |
7,062,530 |
Fall |
11,141,526 |
9,630,004 |
10,385,765 |
Winter |
2,362,063 |
760,705 |
1,561,384 |
The biggest difference between the two years is the number of birds in the summer, having2007 more than twice the number of birds in 2006. Also, in the 2007 winter, the number of birds drops considerably from the number of birds for that season the year before.
When all the data obtained is combined we have:
2006 |
||||||||||
Flowrate (cfs) |
Precipitation (in) |
Evaporation (in) |
Number of Birds |
|||||||
Spring |
3774 |
5.36 |
3.27 |
5,937,343 |
||||||
Summer
|
491 |
1.87 |
19.22 |
4,113,848 |
||||||
Fall |
1016 |
4.30 |
7.83 |
11,141,526 |
||||||
Winter |
1603 |
4.34 |
1.15 |
2,362,063 |
||||||
2007 |
||||||||||
Flowrate (cfs) |
Precipitation (in) |
Evaporation (in) |
Number of Birds |
|||||||
Spring |
1264 |
3.43 |
8.28 |
6,395,393 |
||||||
Summer
|
87 |
1.05 |
11.53 |
10,011,211 |
||||||
Fall |
415 |
2.41 |
4.99 |
9,630,004 |
||||||
Winter |
1176 |
3.26 |
1.96 |
760,705 |
||||||
Average |
|
|||||||||
Flowrate (cfs) |
Precipitation
(in) |
Evaporation
(in) |
Birds |
|
||||||
Spring |
2518.60 |
4.40 |
5.78 |
6,166,368 |
|
|||||
Summer
|
288.75 |
1.46 |
15.38 |
7,062,530 |
|
|||||
Fall |
715.65 |
3.36 |
6.41 |
10,385,765 |
|
|||||
Winter |
1389.69 |
3.80 |
1.56 |
1,561,384 |
|
|||||
The analysis is done for eight observations, being them each season for 2006 and 2007. The variables are used as input in a semi-log regression to obtain the number of birds as the output. A linear regression was tried first but the fitting was very poor.
These are the results obtained:
Regression
Statistics |
|
Multiple R |
0.88 |
R Square |
0.78 |
Adjusted R
Square |
0.62 |
Standard
Error |
2304233.127 |
Observations |
8 |
Variables |
Coefficients |
t
Stat |
P-value |
Intercept |
37931589.91 |
3.01 |
0.03 |
Flowrate
(cfs) |
-8201388.811 |
-3.01 |
0.03 |
Precipitation
(in) |
17504401.23 |
2.92 |
0.04 |
Evaporation
(in) |
2659864.364 |
2.26 |
0.08 |
The results provide a good fitting with a R2 of 0.78. According to the results all the variables used appear to be statistically significant at a 90% level, being the least significant the evaporation in the basin.
The equation to obtain the number of birds in the Bear River Migratory Bird Refuge can be expressed as:
-8201388 Ln
Flow rate + 17504401 Ln Precipitation + 2659864 Ln Evaporation + 37931589 =
Number of Birds
After having analyzed climatologic and hydrologic data for the Lower Malad Sub Watershed and its impact in the Bear River Migratory Bird Refuge, a direct relationship has been obtained. The results of this study provide a way to estimate the number of birds for a season based on hydrologic and climatologic variables, in this case, precipitation, evaporation and flow rate. The uncertainty of the amount of birds is an important factor on these results, but there is no way to account for that due to having only two surveys per month at the most. This uncertainty could be lowered by having more frequent surveys throughout the year
Further study should be made with more bird data in order to have more observations and therefore a more significant response. Also, it would be appropriate to consider more variables such as temperature and snow, for example. Temperature wasn’t considered in this study due to the amount of missing data in the weather stations for the study period. Biological data isn’t consider in this study, which could also provide a more precise way to determine the factors that influence the birds on coming to this particular place .
Maidment,
David. Arc Hydro GIS for Water Resources. ESRI Press, 2002.
Bear
River Basin: Planning for the Future.
(http://www.water.utah.gov/planning/SWP/bear/bearindex2004.htm)
Bear
River Migratory Bird Refuge.
(http://www.fws.gov/bearriver/index.html)
Utah
GIS Portal.
Bear
River Watershed Information System.
National
Hydrography Dataset.
(http://www.horizon-systems.com/nhdplus)
United
States Geological Survey. USGS.