A survey of major watershed rainfall runoff models
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A Survey of Major Watershed (Rainfall-Runoff) Models. Knowing what is out there in the Workplace Capabilities of each model Requirements of each model What is the best model? Examples Ungaged area needing WRE management (expansion) Balancing $$, needs and requirements (Consulting)

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A survey of major watershed rainfall runoff models l.jpg
A Survey of Major Watershed (Rainfall-Runoff) Models

  • Knowing what is out there in the Workplace

  • Capabilities of each model

  • Requirements of each model

  • What is the best model?

  • Examples

    • Ungaged area needing WRE management (expansion)

    • Balancing $$, needs and requirements (Consulting)

    • Flood-frequency analyses, forecasting, extrapolating for future scenarios


Consider this scenario l.jpg
Consider this Scenario:

What kind of Water Resources Management Strategy/Measures would be needed to ensure long-term water needs?

1. A major expansion of urbanization is planned in forested land – malls, apts, parks, industry

2. How will the planned urbanization change the response of the land to rainfall? Increase chances of floods? Flashier? Bring down GWT?

Watershed Models are used to answer such questions


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GOALS

  • Be aware of the Major Models out there and their basic workings

  • Understand Data needs and requirements

  • Merits/Demerits of Models (situational)

  • Ponder over: What is the Best Model? (open question)

    • Be able to make an informed decision on the choice of a Model (for Consulting, Industry, Public Works)


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The Hydrologic Cycle

All watershed Models (or Rainfall-Runoff) attempt to model the Hydrologic Cycle at the watershed scale.

  • Watershed? – Natural System with all major components of cycle

  • Hydrologic Cycle? (Water Cycle) – Water Distribution

  • Model? – Abstraction of reality using Mathematics


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The Major Processes of a Model

Infiltration

Unsaturated Zone flow

Groundwater (saturated

zone flow)

Overland Flow

River Flow

Evapotranspiration

Rainfall is usually the major input in Hydrologic Models – it is not modeled!


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Classification of Models

Based on mathematical representation of processes

  • Conceptual Models

  • Physically-based Models

    Based spatial nature of input/output of models

  • Lumped Rainfall, Runoff, ET, GW flow

  • Distributed Rainfall, Runoff, ET, GW flow


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Conceptual Vs Physically Based

Conceptual Models – Idealization of processes as stores, buckets, parameterizations – simplified equations representing mass, momentum, energy.

Physically-based Models – “rigorous numerical solution of partial differential equations governing flow through porous media, overland and channel flows. “


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Lumped Vs Distributed Models

Lumped - The spatial and temporal variation of meteorological, hydrological, geological and hydrogeological data across the model area is described as one aggregated value for input and output

!All models are lumped at the finest scale!

Distributed - The spatial and temporal variation of meteorological, hydrological, geological and hydrogeological data across the model area is described in gridded form for the input as well as the output from the model


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Data Requirements for Models

  • Rainfall Data (Major Input)

  • Soils Data (Infiltration, Runoff)

  • DEM – channel network (River routing)

  • Vegetation Data (For ET)

  • GWT Data (Saturated zone flow)

  • Historical Rainfall-Streamflow Data (Calibration)

  • Evaporation Data (ET)

More Physically-based means more data requirement

More Conceptual requires less data!

Data acquisition is an investment that needs to be commensurate with the model


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Sources of Data

  • Rainfall – Gage, Radar (NWS), Satellite

  • Soils – STATSGO, USDA

  • DEM – USGS, Topo maps, Satellites

  • Vegetation – Satellites, USDA

  • Streamflow – USGS

  • Reliability

  • Ready availability

  • Cost $$$

  • Resolution (space, time)


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Is all data needed?

  • Physically-based – Insatiable needs – but potential high returns

  • Conceptual – modest needs with modest returns

  • Calibration –needs historical data. What is Calibration?

  • What to do in ungaged regions where there is ‘No Data’? Transfer experience. PUB


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What affects $$ operational costs of a Model?

  • Level of data needs – Data is expensive

  • Level of physical complexity (Physically-based means qualified personnel; Rational Method – no-brainer

  • Scale of the problem being addressed – larger/heterogenous – more $$$

The multiple needs of the TVA river reservoir system


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Some Models Out there

  • HEC-1

  • PRMS

  • HSPF (Fortran)

  • MIKE 11

  • Make your own survey if you wish (Consider, DSS – Riverware, BASINS)

For a comprehensive guide refer to: VP Singh – Computer Models for Watersheds


Hec 1 l.jpg
HEC-1

  • Developed by Hydrologic Engineering Center (HEC) of US Army Corps of Engineers

  • Flood Hydrograph Package – single storm even simulation. Lumped model

  • Loss Function approach – SCS, Green Ampt, Holtan

  • Data Needs – sub-basin delineation, rainfall, runoff, routing parameters

  • Based on Unit Hydrograph or kinematic for runoff routing

  • Other capabilities – Snowfall/melt, dam safety, pumping, diversions

  • Customer Support? – Try HEC, San Diego, CA.


Prms precipitation runoff modeling system l.jpg
PRMS – Precipitation-Runoff Modeling System

  • Developed by USGS – more of an educational tool to build your own models

  • Lumped/sub-basin –continuous simulation – see Handout

  • Data needs – (depends) precip, streamflow, DEM, minmax air temp, radiation, vegetation..(see handout)

  • Code in F77

  • Capabilities - many

  • Customer Support? – Try USGS


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HSPF Hydrological Simulation Program - Fortran

  • USGS – multi-use model

  • Can do water quality.

  • Mainly for land-use change, reservoir operations, flow diversions etc.

  • Data needs – A lot – (see Hand-out)

  • Software – In Fortran 77

  • Capabilities – A lot (see hand-out)

  • Customer Support? – Try USGS

  • Real Example – 62,000 sq mi tributary area in Chesapeake Bay.


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MIKE 11

  • Danish Hydraulic Institute DHI

  • Very sophisticated – physically-based, high-end model

  • Data needs – a lot (dependent of in-situ measurements

  • Softwares – commercial (and expensive)

  • Capabilities – Many (see hand-out)

  • Customer Support? – Try DHI or Vendors

  • Real Example – River Jamuna, Bangladesh


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MIKE SHE

  • USGS – educational, conceptual/physical

  • Data needs?

  • Softwares

  • Capabilities

  • Merits/Demerits (can/can not do)

  • Customer Support?

  • Real Example -


What is the best model l.jpg
What is the best Model?

This is situational – It All Depends!

Primary objectives

$$ budget

Level of Tolerable Accuracy/precision

Complexity and uniqueness of the problem

Time frame for delivery

Data availability

It’s a highly complex question whose answer is sensitive to a multiplicity of factors


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Homework Problem

  • Given watershed,

  • Given data

  • Given $$, deadline

  • Choose your model (make strong arguments in favor of your choice over others)