The attached presentation was prepared by Pennoni Associates and Michael Baker Corporation to the Pittsburgh Parks Conservancy and members of the Pennsylvania Environmental Council Green Infrastructure Network. The presentation discussed various watershed modeling techniques for regional, watershed and local projects, as well as an overview of the different tools that engineers use to create these models.
2. What is a Model?
Engineers tend to think of everything
as a model.
Concepts
Equations
Processes and Workflows
Software Packages
In fact, many engineering models are made up of smaller
models, which increases modeling variability and
complexity.
3. Application of Models to Water Resources
Determining Water Balance of a Region
Stream and Riparian Restoration Projects
Predicting / Mitigating Flood, Landslide
or Drought Risk
Distribution and Collection System Design
Design of Bridges, Dams, and Urban Drainage Systems
Predicting / Mitigating Erosion and Sedimentation
Assessing Water Quality and Contaminant Transport Risk
4. Modeling the Water Cycle
The Water
Cycle
includes
many
complex
processes
Result
Many
different
models to
choose from
5. Modeling the Water Cycle…
Through the Eyes of an Engineer
In reality, rainfall and routing are continuous processes.
Models, however, can be linear or non-linear, statistical
or deterministic, single-event or continuous.
Hydrology
Hydraulics
Water Quality
6. Hydrology, Hydraulics and Water Quality
General Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Note: Models do not
always have to be this
detailed to be useful.
Always tailor modeling to
your specific goals.
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
8. Hydrologic Modeling
Precipitation – Synthetic Rainfall Distributions
SCS Synthetic rainfall distributions are
used in lieu of actual storm events
Type IA are the least intense storms
Type II (Pittsburgh) are the most intense
Represent fractional 24-hour rainfall,
which translates well to any storm
Actual Rainfall Data
(Hurricane Ivan)
Formulation of
Synthetic Rainfall
9. Hydrologic Modeling
Precipitation – Gridded Rainfall
Only a few modeling
software programs
(ie: SWMM, HEC-HMS) can
handle gridded rainfall data.
Benefits include increased
accuracy and calibration of
model to historic storm
events.
Tradeoff: Higher costs and
steeper learning curve
Used primarily for real-time
flood forecasting
13. Hydrologic Modeling
Infiltration and Evapotranspiration
Infiltration can be modeled on a
watershed scale, based on soil
maps, soils samples, and spot
infiltration tests
Evapotranspiration can similarly
be modeled, based on
temperature variation, land
cover and soils data.
For site-specific design, it is
preferable to measure
infiltration directly.
14. Hydrologic Modeling Software
Selecting the Right Model for Your Project
Rational
Method
TR-55
Modified
Rational
Method
HEC-HMS
SWMM
Project Cost
Breakpoint
Cost
Model Complexity and Accuracy
15. Hydrologic Modeling Software
Rational and Modified Rational Methods
Rational Method
Q = C x I x A
Return peak runoff rate,
but not volume
Applies to very small basins
Modified Rational Method
Model assumes peak
intensity is sustained
Area under curve is runoff
volume
16. Hydrologic Modeling Software
Rational Method – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Rational Method requires
minimal inputs, but is
limited in output
Only Modified Rational
Method outputs volume
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
17. Hydrologic Modeling Software
TR-55 Method
Commonly used for a wide
range of applications
Produces hydrographs suitable
for routing; therefore, often
used in stormwater
management design software
18. Hydrologic Modeling Software
TR-55 Method – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Ease of implement and
useful output make it an
attractive choice for site-
specific design
Not for regional modeling
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
19. Hydrologic Modeling Software
HEC-HMS
Offers complete hydrologic
modeling capabilities, including
input of GIS terrain, soils and
land cover data, gridded
precipitation, infiltration rates
and snow/ice melt parameters.
Does not model hydraulics or
water quality. Intended to
be used in conjunction with
HEC-RAS for hydraulic
modeling.
20. Hydrologic Modeling Software
HEC-HMS – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Good for regional
modeling
Very flexible. Easy to
define sub-watersheds for
later study.
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
21. Hydrologic Modeling Software
SWMM
Offers complete
modeling for
hydrology, hydraulics
and water quality
Steep learning curve
due to complexity
Free through EPA, but
third-party graphical
versions exist too.
22. Hydrologic Modeling Software
SWMM – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Complete modeling
solution
Tradeoff in model
complexity and
implementation costs
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
24. Hydraulic Modeling
Open Channel and Collection Systems – Manning’s Equation
Small channel
and collection
system modeling
is typically based
on Manning’s
Equation
Applicable
to channels,
pipes,
ditches, etc.
25. Hydraulic Modeling Software
Open Channel and Collection Models – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Hydraulics based on
Manning’s equation are
used for swale design and
closed drainage systems
Used for uniform flow only
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
29. Hydraulic Modeling Software
Stormwater Management – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Note: Models do not
always have to be this
detailed to be useful.
Always tailor modeling to
your specific goals.
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
30. Hydraulic Modeling Software
Open Channel, Collection and Stormwater - SWMM
SWMM
Robust closed system
modeling (piped)
Hydrologic and hydraulic
functions in one model
31. Hydraulic Modeling Software
SWMM – Inputs and Outputs
Hydraulic
Outputs
- Velocity
- Flow Area
- Water Surface
Elevations
Water
Quality
Outputs
- Pollutant
Loading
Hydrologic
Model
Water
Quality
Model
WQ Inputs
- Event Rainfall
- Land Use
- Target Pollutants
- Pollutant
Concentration
- Calibration Data
Hydrologic Inputs
- Storm Return Periods
- Storm Durations
- Gridded Rainfall
- Terrain (DEM)
- Slopes
- Sub-watersheds
- Stream Connectivity
- Land Cover
- Soils
- Ice / Snow Melt
- Infiltration Assumptions
- Calibration Data
Hydraulic Inputs
- Channel Geometry
- Manning’s Coefficient
- Reach Lengths
- Modeling Approach
- Inline Structures
- Storage Areas
- Calibration Data
Complete modeling
solution
Tradeoff in model
complexity and
implementation costs
Hydraulic
Model
Hydrologic
Outputs
- Peak Flow
- Runoff Volume
37. Groundwater and Snow/Ice Melt Modeling
Used primarily in advanced
modeling efforts
Groundwater model
applications include
seasonal baseflow
determination, plume
analysis, evaluation of
aquifer resources, etc.
Snow/ice melt models are
often used for winter flood
prediction
39. What is the scale of my project?
Regional, watershed, site specific…
What am I hoping to determine (aka GOAL)?
Flow rate, volume, reductions…
What questions do I want to answer?
CSO activated, flooding, infiltration…
What accuracy do I need?
Close enough, closer, really close…
Do I need a “fancy” model and do I have the budget???
Desired functions, user friendliness, standard of practice…
Some Questions to Address Before Starting…
40. Complex Regional System…
300 square miles
265 regional CSOs
52 regional SSOs
4,000 miles of sewers
Planning…
Break into planning basins
Develop model to evaluate basins and develop options
for a Regional Long Term Wet Weather Control Plan
Regional Example – ALCOSAN Planning Basins
41. Data collection
System as-builts, CCTV, manhole
inspections
Flow monitoring
Calibration and verification
SWMM model of system
Specific Solutions
Large modeling effort equals
large costs
Needs to be defensible given
future capital investments
Regional Example – ALCOSAN Planning Basins
42. Relatively simplistic and cost effective
Regional Example – Act 167 Watershed Planning
Data collection
GIS based analysis
Water quality samples
Municipal input
General solutions
Range of solutions that can
be applied to certain areas
Stormwater and
development planning tool
43. Flooding due to interior flooding
Significant emphasis placed on model selection
Extensive public outreach and participation
Watershed Example – Hicks Creek
44. Model selection: HEC-RAS vs. SWMM
Watershed Example – Hicks Creek
Table 1: Steady vs. Unsteady Modeling
Modeling Variable Steady Unsteady
Flood Volume
Representation No Yes
Flood Gate
Operation
Fixed
Condition Variable
Pump Stations No Yes
Pressure Conduits
Fixed
Condition Variable
Influence of
Susquehanna
Tailwater
Fixed
Condition Variable
Flow Reversal No Yes
Reservoir Routing No Yes
Channel Routing No Yes
Cost (considers cost
to complete project) Moderate
Moderately
High
Table 2: Modeling Software Program Evaluation
Factor HEC-RAS SWMM*
Bridge Routine Strong Neutral
Open Channel/Floodplain
Representation Strong Neutral
Floodplain Mapping Strong Neutral
Pump Representation Strong Strong
Groundwater
Representation Strong Strong
Pipe/Conduit System
Representation Neutral Strong
Pressure Conduit Neutral Strong
Cost of Program** $0 $4,400 to $6,400
Annual License and/or
Maintenance Fee (15%)** $0 $660 to $960
* SWMM5 software is free, but has less functionality and output options
**Cost shown is for commercial vender versions of SWMM
45. Data collection
LiDAR, few as-builts
Groundwater wells
Local input
Historical photos
Specific solutions
Pump station, new culvert, levee modifications,
buyouts, etc.
Significant modeling effort = moderate costs
Needs to be defensible given future capital investments
Watershed Example – Hicks Creek
46. Stream daylighting project
Remove as much stormwater
from combined system to
create a stream
Data collection
As-builts, flow monitoring,
low flow estimates, CCTV
Watershed Example – Sheraden Park
48. Watershed Example – Sheraden Park
Specific solutions
Parallel systems
New combined
New storm
New sanitary
Limits of separation
Existing and future
Anticipated daylighted flow
Significant modeling effort = moderate costs
Needs to be defensible given future capital investments
New combined selected
Existing converted to
stormwater (groundwater)
49. Redevelopment of two
city blocks
Utilize green
infrastructure to reduce
CSO contributions
Simplistic modeling
Hydrologic based on
Rational equation
Spreadsheet based
tools to determine
CSO reductions
Site Specific Example – Broad Street
50. Used to support modeling efforts
Determination of how a system responds
Trouble shooting complex areas
Model calibration
Model verification
Flow Monitoring
Allows for validation of
pilot projects
Pre-construction to
establish baseline
Post-construction to
establish results
51. Final Recommendations for Model Selection
Determine what questions you want to answer. Fit the
model to the problem – not the other way around.
Use the simplest method that can provide an answer to
your questions.
Use the simplest model that will yield adequate accuracy.
Question whether increased accuracy is worth the
increased effort. Essentially don’t over model.
Be aware of the assumptions inherent to the model.
Engage those that have the technical expertise. Anyone
can push a button, but not everyone knows what the
button truly does…
52. Erin Copeland
Restoration Ecologist
Pittsburgh Parks Conservancy
2000 Technology Drive, Suite 300
Pittsburgh, PA 15219
(p) 412-682-7275 x218
(m) 412-512-9639
(e) ecopeland@pittsburghparks.org
www.pittsburghparks.org
Contact Information
M. Damon Weiss, P.E.
Project Engineer
Pennoni Associates Inc.
701 Seco Road
Monroeville, PA 15146
(p) 412-521-3000 x3828
(m) 412-266-2492
(e) mweiss@pennoni.com
http://www.pennoni.com |
Chad R. Davis, P.E.
Water Resources Engineer
Michael Baker Jr., Inc.
Airside Business Park
100 Airside Drive
Moon Township, PA 15108
(p) 412.375.3077
(m) 412.523.9354
(e) cdavis@mbakercorp.com
www.mbakercorp.com
Notas del editor
Hydrologic Engineering Centers River Analysis System (HEC- RAS)
Hydrologic Engineering Centers Hydrologic Modeling System (HEC-HMS)
Storm Water Management Model (SWMM)
TR-55, Urban Hydrology for Small Watersheds
Bulletin 17B – Flood Frequency from gage data
Water-Resources Investigations Report 00-4189 TECHNIQUES FOR ESTIMATING MAGNITUDE AND FREQUENCY OF PEAK FLOWS FOR PENNSYLVANIA STREAMS