Improved Flow Estimates in NHD Plus Version 02

18
Improved Flow Estimates in NHDPlus Version 02 Tim Bondelid- NHDPlus Team Consulting Engineer 2012 ESRI International User Conference July 23-27, 2012 San Diego, CA

description

Improved Flow Estimates in NHD Plus Version 02. Tim Bondelid- NHDPlus Team Consulting Engineer 2012 ESRI International User Conference July 23-27, 2012 San Diego, CA. NHD Plus V02 Enhanced Runoff Method (EROM). Contributors: The NHD Plus Team EROM: Dave Wolock, USGS - PowerPoint PPT Presentation

Transcript of Improved Flow Estimates in NHD Plus Version 02

Page 1: Improved  Flow Estimates in NHD Plus  Version 02

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

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

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

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

5

U.S.: Wolock and McCabe; CN and MX: Canadian Forest Service

Page 6: Improved  Flow Estimates in NHD Plus  Version 02

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

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

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

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

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

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

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

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

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

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

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

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

18

Questions?

Tim Bondelid - Independent Consultant to [email protected]

NHDPlus V02:http://www.horizon-systems.com/NHDPlus