Precipitation and Runoff Generation

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Presentation transcript:

Precipitation and Runoff Generation CEE-6440 GIS in Water Resources Bereket Tesfatsoin

Outline: Objective and Area of Study Data Collection Methodology Reconstruction of unavailable data Graphical display of relationship between discharge and precipitation Conclusion

Precipitation and Runoff Objective: Explore the relationship between the average monthly precipitation over Chalk Creek Watershed and the discharge at its out let. Area of Study: Chalk Creek Watershed, located within Weber Basin

The Chalk Creek Watershed There are two obvious reasons for the choice of Chalk Cree Watershed: It has precipitation stations It has a gaging station placed at its outlet. Chalk Creek:

Source of Data: Watershed boundries and flowlines: The Great Basin hydrologic region is further divided into production units: 16 a and b. Weber Basin lies within the Great Basin(Hydrologic Region 16), unit b. NHDPLus Data:

Source of Data (Cont’d) Monthly Precipitation and SWEQ: SITENUMBER392 (from 1979-present) SITENUMBER393(from 1979-present) NRCS website:

Sourc of Data (cont’d) Monthly Discharge: USGS website: USGS101307: located inside the Chalk Creek Watershed (1964-1974) USGS10131000: located downstream of Chalk Creek Watershed (1927- present) USGS website:

Methodology: Reconstruct the data at USGS10130700 based on available data Convert Precipitation on the Watershed into and Equivalent Flow. For the purpose of this project Equivalent Flow is volume of accumulated water divided by the time period that the water accumulates. Display and Explore the relationship between reconstructed discharge at USGS10130700 and Equivalent Flow at the Watershed.

Reconstructing Data Two ways were considered: Based on the dischareg at a downstream gage and area of Chalk Creek Watershed. Based on the ten year data, constructing a linear relationship between the flow at the two stations. The later produces better results.

Reconstructing Data: Flow relationship at two discharge gaging stations:

Equivalent Flow: Year Month Days Precip, in Avg Precip Volume(Acre-Feet) Equivalent Flow(cfs) Ln(Equivalent Flow) USGS10131000 (cfs) USGS10130700 (cfs) SITE_392 SITE_393 1979 1 31 10.9 7.4 9.15 16579.8 269.6 5.6 19.3 7.6 2 29 14.9 9.9 12.4 22468.8 365.4 5.9 20.3 8.0 3 18.2 11.9 15.05 27270.6 443.5 6.1 29.7 11.7 4 30 21.9 15.3 18.6 33703.2 548.1 6.3 59.7 23.6 5 24.2 17.1 20.65 37417.8 608.5 6.4 126.2 49.9 6 25.4 17.6 21.5 38958 633.6 6.5 48.6 19.2 7 26.5 17.8 22.15 40135.8 652.7 13.5 5.3 8 28.7 19.4 24.05 43578.6 708.7 6.6 27.1 10.7 9 30.4 20.1 25.25 45753 744.1 9.5 3.8 10 0.0 4.2 11 1.6 1.4 1.5 2718 44.2 15.2 6.0 12 5.15 9331.8 151.8 5.0 12.9 5.1

Discharge and Equivalent Flow Discharge as a function of Equivalent flow

Discharge and Equivalent Flow Discharge as a function of Ln(Equivalent Flow):

Time series of Equivalent Flow and Discharge:

Time series of Equivalent Flow and Discharge (cont’d):

Observations and Conclusions: There is a pattern. There is a positive relationship. The observed pattern may be characterized: Mathematically: There seems some exponential relationship exists, but based on the R2 values, this is less persuasive. Descriptively: As Equivalent flow increases, Discharge also increases. But there is a dramatic increase in Discharge after a certain threshold value of Equivalent Flow.

Observations and Conclusions(cont’d): The time series show a time lag of about 4 months between pick monthly discharge and pick monthly precipitation.

Questions? Thank you!!