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Real Time Water Flow Model for
Delineating Zones of Critical
Concern
Alex Shy
School of Natural Resources – Davis College
West Virginia University
West Virginia GIS Conference
Instream Time of Travel
Zones of Critical Concern – WV Bureau of Public Health and WVDEP
Zones of Critical Concern
• 5 hour travel time above source water intakes
• 10 hour for Zones of Peripheral Concern
• Mainstem buffer of 1,000 ft
• Tributary buffer of 500 ft
151 completed sites as of July 10, 2015 with
ZCC and ZPCs which include Ohio River Intakes
which follow different delineation rules
Methods
• Sampled 5 Regions
• Sampled 5 Systems from each
region
• Sampled 6 Streams, at random
from each system
• 15 “observations” measured from
stream center to edge of buffer
• In total, 450 “observations”
measured for each region
Methods
• Sampled 5 Regions
• Sampled 5 Systems from each
region
• Sampled 6 Streams, at random
from each system
• 15 “observations” measured from
stream center to edge of buffer
• In total, 450 “observations”
measured for each region
Results
Results
Results
Results
Results
Travel time estimation
- In reality, runoff is a function of
- climate,
- morphology, and
- land cover;
- watershed state properties (soil, storage, topography, etc.);
- antecedent moisture;
- landuse and landcover (change).
Travel time estimation
Travel time – time it takes a unit
volume of water to travel between
two points;
- Flow path length/velocity;
- Generally determined for overland
flow; does not consider
surface/subsurface interactions;
- Therefore, sheetflow moving in
response to gradient (topography).
𝑉𝑝 = 0.308 + 0.0143 ∗ 𝐷 𝑎
′0.919 𝑄 𝑎
′−0.469 𝑆0.159 𝑄
𝐷 𝑎
𝑄 𝑎
′
=
𝑄
𝑄 𝑎
Dimensionless streamflow index:𝑄 𝑎
′
Qa: mean annual streamflow
Travel time estimation
Q: event streamflow
Mean annual streamflow𝑄 𝑎
Easily determined for gauged watersheds given
sufficiently long records (> 20 yrs.) ;
Big Sandy Creek USGS
Streamflow station
USGS streamflow stations
in WV
More difficult for ungauged watersheds;
Previous studies have used regression model
f (drainage area);
Travel time estimation
Updated version uses Q/P relationship from regional modeled outputs
• Limited by the free flowing upstream contributing area above a USGS
gauge site with records that match the precipitation data
Region Watersheds USGS # P-Q Regression Model R2 Q/P
North Big Sandy 3070500 y = 0.9691x - 503.69 0.888 0.57
North Blackwater 3066000 y = 0.9512x - 496.25 0.9 0.6
North Buckhannon 3053500 y = 0.9529x - 564.02 0.92 0.55
North Buff Ck 3061500 y = 0.8272x - 507.36 0.855 0.4
North Cheat 3069500 y = 1.015x - 539.03 0.939 0.63
North Tygart Val 3051000 y = 0.9669x - 546.51 0.929 0.55
North William 3186500 y = 0.8876x - 417.14 0.83 0.61
South GB Ald 3183500 y = 0.9696x - 546.61 0.888 0.46
South GB Buck 3182500 y = 0.9459x - 566.26 0.888 0.48
South Big Coal 3198500 y = 0.7698x - 464.09 0.84 0.38
South TugKermit 3214500 y = 0.6861x - 393.82 0.787 0.28
East SB Pot Peters 1606500 y = 1.7037x - 992.39 0.76 0.73
East SB Pot Spring 1608500 y = 0.8094x - 425.27 0.797 0.35
East ShenMillville 1636500 y = 0.6684x - 344.43 0.688 0.31
119,369
seconds
119,369
seconds
137,369
seconds
1,000 feet
ZCCs
n=151
ZPCs
Limitations
• Three streamflow regions
• Doesn’t consider dispersion
plume for specific
chemicals
• Maximum velocity equation
is very conservative
• Lack of calibration or
validation at this time
Alex Shy presentation for WVAGP2016

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Alex Shy presentation for WVAGP2016

  • 1. Real Time Water Flow Model for Delineating Zones of Critical Concern Alex Shy School of Natural Resources – Davis College West Virginia University West Virginia GIS Conference
  • 2. Instream Time of Travel Zones of Critical Concern – WV Bureau of Public Health and WVDEP
  • 3.
  • 4. Zones of Critical Concern • 5 hour travel time above source water intakes • 10 hour for Zones of Peripheral Concern • Mainstem buffer of 1,000 ft • Tributary buffer of 500 ft 151 completed sites as of July 10, 2015 with ZCC and ZPCs which include Ohio River Intakes which follow different delineation rules
  • 5.
  • 6.
  • 7.
  • 8. Methods • Sampled 5 Regions • Sampled 5 Systems from each region • Sampled 6 Streams, at random from each system • 15 “observations” measured from stream center to edge of buffer • In total, 450 “observations” measured for each region
  • 9. Methods • Sampled 5 Regions • Sampled 5 Systems from each region • Sampled 6 Streams, at random from each system • 15 “observations” measured from stream center to edge of buffer • In total, 450 “observations” measured for each region
  • 15.
  • 16. Travel time estimation - In reality, runoff is a function of - climate, - morphology, and - land cover; - watershed state properties (soil, storage, topography, etc.); - antecedent moisture; - landuse and landcover (change).
  • 17. Travel time estimation Travel time – time it takes a unit volume of water to travel between two points; - Flow path length/velocity; - Generally determined for overland flow; does not consider surface/subsurface interactions; - Therefore, sheetflow moving in response to gradient (topography).
  • 18. 𝑉𝑝 = 0.308 + 0.0143 ∗ 𝐷 𝑎 ′0.919 𝑄 𝑎 ′−0.469 𝑆0.159 𝑄 𝐷 𝑎 𝑄 𝑎 ′ = 𝑄 𝑄 𝑎 Dimensionless streamflow index:𝑄 𝑎 ′ Qa: mean annual streamflow Travel time estimation Q: event streamflow
  • 19. Mean annual streamflow𝑄 𝑎 Easily determined for gauged watersheds given sufficiently long records (> 20 yrs.) ; Big Sandy Creek USGS Streamflow station USGS streamflow stations in WV More difficult for ungauged watersheds; Previous studies have used regression model f (drainage area);
  • 20. Travel time estimation Updated version uses Q/P relationship from regional modeled outputs • Limited by the free flowing upstream contributing area above a USGS gauge site with records that match the precipitation data Region Watersheds USGS # P-Q Regression Model R2 Q/P North Big Sandy 3070500 y = 0.9691x - 503.69 0.888 0.57 North Blackwater 3066000 y = 0.9512x - 496.25 0.9 0.6 North Buckhannon 3053500 y = 0.9529x - 564.02 0.92 0.55 North Buff Ck 3061500 y = 0.8272x - 507.36 0.855 0.4 North Cheat 3069500 y = 1.015x - 539.03 0.939 0.63 North Tygart Val 3051000 y = 0.9669x - 546.51 0.929 0.55 North William 3186500 y = 0.8876x - 417.14 0.83 0.61 South GB Ald 3183500 y = 0.9696x - 546.61 0.888 0.46 South GB Buck 3182500 y = 0.9459x - 566.26 0.888 0.48 South Big Coal 3198500 y = 0.7698x - 464.09 0.84 0.38 South TugKermit 3214500 y = 0.6861x - 393.82 0.787 0.28 East SB Pot Peters 1606500 y = 1.7037x - 992.39 0.76 0.73 East SB Pot Spring 1608500 y = 0.8094x - 425.27 0.797 0.35 East ShenMillville 1636500 y = 0.6684x - 344.43 0.688 0.31
  • 21.
  • 22.
  • 25.
  • 28. ZPCs
  • 29. Limitations • Three streamflow regions • Doesn’t consider dispersion plume for specific chemicals • Maximum velocity equation is very conservative • Lack of calibration or validation at this time