Improved Methods for Population and Migration Estimates ONS Centre for Demography May 2007
Improved Flow Estimates in NHD Plus Version 02
description
Transcript of Improved Flow Estimates in NHD Plus Version 02
![Page 1: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/1.jpg)
1
Improved Flow Estimatesin NHDPlus Version 02
Tim Bondelid- NHDPlus TeamConsulting Engineer
2012 ESRI International User Conference July 23-27, 2012San Diego, CA
![Page 2: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/2.jpg)
2
NHDPlus V02 Enhanced Runoff Method (EROM)
Contributors:
• The NHDPlus Team
• EROM: Dave Wolock, USGS Kernell Ries, USGS Greg Schwarz, USGS
![Page 3: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/3.jpg)
3
Importance of Stream Flow Estimates
Support the water element goals expressed in the EPA Strategic Plan
Support the water mission of the USGS• Water-quality modeling (SPARROW)• Regional and national stream flow assessments
goal of National Stream Flow Information Program• National Water Census
Watershed planning and management
![Page 4: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/4.jpg)
4
NHDPlus Version 02 Flow Estimation
• Enhanced Runoff Method (EROM) Mean annual and mean monthly flow
estimates• Current V02 release is mean annual flow
Significantly improved ingredient data Five-step process
• Each step incrementally improves the flow estimates
Flow QA module; statistics on performance
![Page 5: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/5.jpg)
5
U.S.: Wolock and McCabe; CN and MX: Canadian Forest Service
![Page 6: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/6.jpg)
6
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.36 2.17 58.8 2.17 58.8 2.37 32.6 2.37 32.6 23.0
1
10
100
1,000
10,000
100,000
1 10 100 1,000 10,000 100,000
Gage Flow (cfs)
ER
OM
Flo
w (
cfs)
Step 1: Runoff (SR)
![Page 7: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/7.jpg)
7
Method developed by Dave Wolock of USGS. (graphic courtesy of Dave Wolock)
7
Colorado River (Southwestern U.S.)
0
5000
10000
15000
20000
25000
30000
0 100000 200000 300000 400000 500000 600000 700000
Drainage basin area (km2)
Str
ea
mfl
ow
(c
fs)
Non-conservative routing model Conservative routing model Measured flow
Step 2: Excess Evapotranspiration(EET)
![Page 8: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/8.jpg)
8
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.35 2.46 118.7 2.30 90.6 2.37 32.6 2.37 32.6 23.0
Step 2: EET (10L)
0
10,000
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
0 10,000 20,000 30,000 40,000 50,000 60,000 70,000 80,000 90,000 100,000
Gage Flow (cfs)
ER
OM
Flo
w (
cfs)
![Page 9: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/9.jpg)
9
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.36 2.17 58.8 2.17 58.8 2.37 32.6 2.37 32.6 23.0
1
10
100
1,000
10,000
100,000
1 10 100 1,000 10,000 100,000
Gage Flow (cfs)
ER
OM
Flo
w (
cfs)
Step 1: Runoff (SR)
![Page 10: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/10.jpg)
10
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.36 2.17 58.8 2.17 58.8 2.37 32.6 2.37 32.6 23.0
1
10
100
1,000
10,000
100,000
1 10 100 1,000 10,000 100,000
Gage Flow (cfs)
ER
OM
Flo
w (
cfs)
Step 3: Reference Gage Regression (SR)
![Page 11: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/11.jpg)
11
Step 4: Transfer, Withdraw, Augment Flows (“PlusFlowAR”)
.3.32
2
61
9.5
.510
12
Transfer 2 cfs
4
7
2.5
8
![Page 12: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/12.jpg)
12
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.42 2.40 14.9 2.40 14.9 2.43 14.7 2.43 11.7 10.9
Step 4: “PlusFlowAR” (NE)
1
10
100
1,000
10,000
100,000
1 10 100 1,000 10,000 100,000
Gage Flow (cfs)
ER
OM
Flo
w (
cfs)
![Page 13: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/13.jpg)
13
Step 5: Gage Adjustment
.3.32
2
61
9.5
.510
12Gage DA = 12Gage Q = 13EROM Flow = 12QAdj = 13 – 12 = 1
Flowline adjustments closest to the gage will get higher weights than Flowlines farther from the gage
![Page 14: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/14.jpg)
14
Gage Adjustment: Re-Accumulated Flows
.3.32
2
6.161
9.40.5
.5
10.67
13 Gage DA = 12Gage Q = 13Flowline Flow = 12QAdj = 13 – 12 = 1
![Page 15: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/15.jpg)
15
QA StatisticsGage Runoff EET Ref Reg. PlusFlow Gage Seq.Mean Mean SEE Mean SEE Mean SEE Mean SEE SEE2.36 2.17 58.8 2.17 58.8 2.37 32.6 2.37 32.6 23.0
Gage Adjustment QA:
Randomly remove 20% of the gages from the gage adjustment• Called “Gage Sequestration”
Provides a ballpark estimate of how well the final, gage-adjusted flows match gage flows
![Page 16: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/16.jpg)
16
EROM – Next Steps
We are always looking for ways to improve EROM• Reference Gage Regression; issue with
cases where it “over-adjusts” at higher flows
• Increase the number of gages; the more valid gages the better!
• Update to a more recent version of Reference Gages; “GAGESII”?
• Adjust flows further upstream?• Monthly flows
![Page 17: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/17.jpg)
17
Down the Road PlusFlowAR:
• Incorporate more detailed information from NHD Stewards, WBD, others!
• Seasonal values? EET Step: Model Coefficients, issues
in some areas Other flows: 7Q10 Use a 1981-2010 time frame
• PRISM has released “normals” for this period
• The major issue: international drainage
![Page 18: Improved Flow Estimates in NHD Plus Version 02](https://reader033.fdocuments.net/reader033/viewer/2022051214/56813a2c550346895da21268/html5/thumbnails/18.jpg)
18
Questions?
Tim Bondelid - Independent Consultant to [email protected]
NHDPlus V02:http://www.horizon-systems.com/NHDPlus