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Hydrologic Information Systems

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Title: Hydrologic Information Systems


1
Hydrologic Information Systems
  • David Maidment, Tim Whiteaker, Dean Djokic,
    Norman Jones
  • ESRI, Redlands CA
  • Sept 4, 2007

2
Linking GIS and Water Resources
Water Resources
GIS
3
Hydrologic Information System
GIS the water environment
Water Resources the water itself
4
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

5
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

6
Point Observations Information Model
http//www.cuahsi.org/his/webservices.html
USGS
Data Source
GetSites
Network
Streamflow gages
GetSiteInfo
Sites
Neuse River near Clayton, NC
GetVariables
GetVariableInfo
Variables
Discharge, stage (Daily or instantaneous)
GetValues
Values
Value, Time, Qualifier, Offset
206 cfs, 13 August 2006
  • A data source operates an observation network
  • A network is a set of observation sites
  • A site is a point location where one or more
    variables are measured
  • A variable is a property describing the flow or
    quality of water
  • A value is an observation of a variable at a
    particular time
  • A qualifier is a symbol that provides
    additional information about the value
  • An offset allows specification of measurements
    at various depths in water

7
WaterML and WaterOneFlow
STORET
Data
GetSiteInfo GetVariableInfo GetValues
NAM
Data
NWIS
Data
WaterML
WaterOneFlow Web Service
Data Repositories
Client
EXTRACT
TRANSFORM
LOAD
WaterML is an XML language for communicating
water data WaterOneFlow is a set of web services
based on WaterML
8
WaterOneFlow
  • Set of query functions
  • Returns data in WaterML

9
WATERS Network Information System
Utah State University
HIS Servers
National HIS Server at San Diego SuperComputer
Center
Texas AM Corpus Christi
NSF has funded work at 10 testbed sites, each
with its own science agenda. A CUAHSI Hydrologic
Information Server is installed at each site.
10
Multiscale Information System
  • Global data
  • National data
  • State data
  • Project in region .
  • Principal investigator data

11
Corpus Christi Bay WATERS Testbed site
NCDC station
TCOON stations
TCEQ stations
Hypoxic Regions
Montagna stations
USGS gages
SERF stations
12
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

13
Hydrologic Information Server
  • Supports data discovery, delivery and publication
  • Data discovery how do I find the data I want?
  • Map interface and observations catalogs
  • Metadata based Search
  • Data delivery how do I acquire the data I want?
  • Use web services or retrieve from local database
  • Data Publication how do I publish my
    observation data?
  • Use Observations Data Model

14
Observation Stations
Map for the US
Ameriflux Towers (NASA DOE)
NOAA Automated Surface Observing System
USGS National Water Information System
NOAA Climate Reference Network
15
Observations Catalog
Specifies what variables are measured at each
site, over what time interval, and how many
observations of each variable are available
16
Hydrologic Information Server
DASH data access system for hydrology
WaterOneFlow services
ArcGIS Server
Geospatial Data
Observations Data
Microsoft SQLServer Relational Database
17
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

18
Data Heterogeneity
  • Syntactic mediation
  • Heterogeneity of format
  • Use WaterML to get data into the same format
  • Semantic mediation
  • Heterogeneity of meaning
  • Each water data source uses its own vocabulary
  • Match these up with a common controlled
    vocabulary
  • Make standard scientific data queries and have
    these automatically translated into specific
    queries on each data source

19
Objective
  • Search multiple heterogeneous data sources
    simultaneously regardless of semantic or
    structural differences between them

What we are doing now ..
Michael Piasecki Drexel University
20
Semantic Mediator
What we would like to do ..
GetValues
GetValues
GetValues
GetValues
generic request
GetValues
GetValues
Michael Piasecki Drexel University
GetValues
GetValues
21
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

22
GIS in Water Resources Consortium
Water Resources
  • Bringing together these two communities by using
    a common geospatial data model

23
Arc Hydro GIS for Water Resources
Published by ESRI Press
The Arc Hydro data model and application tools
are in the public domain
24
Arc Hydro Hydrography
25
Arc Hydro Hydrology
26
Hydrologic Cycle Components
NetCDF in the Atmosphere
Arc Hydro for Surface Water
Arc Hydro for Groundwater
27
Data Model based on Inventory of data layers
28
Data Model Based on Behavior
Follow a drop of water from where it falls on
the land, to the stream, and all the way to the
ocean. R.M. Hirsch, USGS
29
Integrating Data Inventory using a Behavioral
Model
Relationships between objects linked by tracing
path of water movement
30
San Marcos Basin
Flow Accumulation Grid
Arc Hydro book, p.73
31
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Arc Hydro tools (Dean Djokic and ESRI Water
    Resources Group)
  • Using Arc Hydro to link NHDPlus, water and
    weather data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

32
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33
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Arc Hydro tools (Dean Djokic and ESRI Water
    Resources Group
  • Using Arc Hydro to link NHDPlus, water and
    weather data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

34
NHDPlus River and Catchment Network for the
Nation
2.3 million river reaches and catchments
Integration of the National Hydrography Dataset,
National Elevation Dataset and National Land
Cover Dataset just completed by EPA
35
Reach/catchment
36
Arc Hydro book, p. 61
NHDPlus
37
Data Cube
A simple data model
Time, T
When
D
Where
Space, L
Variables, V
What
38
Continuous Space-Time Model NetCDF (Unidata)
Time, T
http//www.daymet.org
Coordinate dimensions X
D
Space, L
Variable dimensions Y
Gridded climate data daily time step, 1 km
cells
Variables, V
39
Discrete Space-Time Data ModelArcHydro
Time, TSDateTime
TSValue
Space, FeatureID
Variables, TSTypeID
40
Arc Hydro Components
HydroID
HydroID
41
Arc Hydro connects geospatial and temporal water
resources data
Streamflow
Arc Hydro
NHDPlus
Weather
42
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

43
Space-Time Datasets
CUAHSI Observations Data Model
Sensor and laboratory databases
From Robert Vertessy, CSIRO, Australia
44
Hydrologic Information System
A synthesis of geospatial and temporal data
supporting hydrologic analysis and modeling
45
Visualizing the output of the WRAP model (Clark
Siler)
  • Water Rights Analysis Package (WRAP) is a
    simulation model used by the Texas Commission for
    Environmental Quality
  • WRAP models have been built for all 23 river and
    coastal basins in Texas
  • They simulate surface water withdrawals at about
    10,000 locations where water permits have been
    issued in Texas
  • Uses monthly time steps and 50 year planning
    period

Reservoir levels in the Neches basin
46
Information Products Desired
  • A WRAP model has about 40 output variables
    defined at each water permit location and time
    point
  • Plot a map showing for a given time point the
    value of a selected variable at each permit
    location
  • Plot a map for a given time interval of the
    average value of a selected variable over that
    time interval
  • Plot a graph showing the time variation of an
    output variable at a selected permit location

Read into the geodatabase 500,000 lines of
program output in 1 minute
47
Multivariable Table
Each space-time point is unique and is
associated with a set of variables
A set of variables
Graphs
Maps
48
Six Demos
  • WaterOneFlow web services in Excel
  • Data access system for hydrology (DASH)
  • Semantic mediation using HydroSeek
  • Arc Hydro for watershed data
  • Exploratory space-time analysis
  • Automated water balancing using OpenMI

49
  • Project sponsored by the European Commission to
    promote integration of water models within the
    Water Framework Directive
  • Software standards for model linking
  • Uses model core as an engine
  • http//www.openMI.org

50
OpenMI Conceptual Framework
All values are referenced in a what-where-when
framework, allowing different data resources or
models to communicate data
VALUES
An application of the data cube to integrate
simulation models
Jon Goodall, Duke University
51
Typical model architecture
  • Application
  • User interface engine
  • Engine
  • Simulates a process flow in a channel
  • Accepts input
  • Provides output
  • Model
  • An engine set up to represent a particular
    location e.g. a reach of the Thames

Model application
Write
Input data
Run
Read
Engine
Write
Output data
52
Linking modelled quantities
Accepts Provides
Upstream Inflow (m3/s) Outflow (m3/s)
Lateral inflow (m3/s)
Abstractions (m3/s)
Discharges (m3/s)
Accepts Provides
Rainfall (mm) Runoff (m3/s)
Temperature (Deg C)
Evaporation (mm)
53
Data transfer at run time
54
Models for the processes
Rainfall(database)
RR (Sobek-Rainfall -Runoff)
River (InfoWorks RS)
Sewer (Mouse)
55
Data exchange
Rainfall(database)
4
RR (Sobek-Rainfall -Runoff)
2 RR.GetValues
1 Trigger.GetValues
5
8
River (InfoWorks-RS)
call
Sewer (Mouse)
9
data
56
Digital Watershed
How can hydrologists integrate observed and
modeled data from various sources into a single
description of the environment?
57
Coupling the HIS with Hydrologic Simulation
Models using OpenMI
Water Markup Language
Observations Data Model
WaterOneFlow Web Services
WaterML
ODM
WOF
The Open Modelling Interface (OpenMI)
MODFLOW
HEC-RAS
Others
SWAT HSPF academic models ...
58
OpenMI
  • Component-based modeling framework
  • Defines a standard for interfacing models,
    databases, and web services.

OpenMI Model Configuration
OpenMI Linkable Component
WaterOneFlow Web Services
WOF
(3)
(2)
(1)
59
Water OneFlow
  • We need a Water OneFlow a common window for
    water data and models
  • Advancement of water science is critically
    dependent on integration of water information

60
Groundwater Data Model and Tools
  • Norman Jones to take over here
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