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Global Topography Based Watershed Parameterization
Watershed models require
data sets from the
geological, biogeochemical,
agricultural, space and
atmospheric sciences, with
no common set of data
formats, and different spatial
and temporal
characteristics. We will
demonstrate that the BCube
brokering can significantly
decrease the effort of
watershed initialization,
allowing researchers to
focus on the cross
collaborative scientific
research.
Weather Forcing Data
Watershed Management
Global and Regional Soils
Characterization
Global and Regional Landuse
Global Elevation Datasets
GDEM, SRTM, USGS
Hydrological/Watershed
Modeling Scenario Overview
Flow
Scientist zooms into area with extents
covering watershed
Area sent to broker which returns available
DEM options
Scientist chooses DEM, which the Broker
then returns projected and combined
DEM
Scientist runs through watershed
delineation
Area is sent to broker to obtain Soils
options, Landuse (FAO, NCDC, NASA),
historical weather (NCAR, NCDC), and
future climate (IPCC)
Data Requirements
Elevation (GDEM, SRTM, USGS), Soils
(FAO, SSURGO), Landuse (FAO,
NCDC, NASA), Historical Weather
(NCAR, NCDC), Short term forecasts
(NWS, NCEP), Future Climatology
(IPCC), and Stream Flow (USGS,
GRDC)
Frosting on the Cake
Broker locates additional sources of
weather forcing data, stream flow,
landuse, or other compatible datasets
for corroborating globally relevant
watershed models
Assumptions
The Hydrologist thinks the world is as data rich as
the experimental fields they have been
monitoring
The Hydrologist knows nothing about spatial data
manipulation
The Hydrologist knows nothing about temporal
data manipulation
The Hydrologist has used a GIS sometime during
their life
Hydrologists are experts in many different fields,
so we must assume each is ignorant in ours
Needs
GIS and standard data access connectors (WCS)
Global Topography Based Watershed Parameterization
Weather Forcing Data
Watershed Management
Global and Regional Soils
Characterization
Global and Regional Landuse
Global Elevation Datasets
GDEM, SRTM, USGS
First Examples
Study 1 – Influence of DEM Source and
Resolution on Regional Water Quality
Broker provides handles to:
USGS 3, 10, 30m DEMs
SRTM 90m
SRTM 30m
ASTER GDEM 30m
Simple and Quick Comparisons
Simple and Quick Comparisons
Global Topography Based Watershed Parameterization
Weather Forcing Data
Watershed Management
Global and Regional Soils
Characterization
Global and Regional Landuse
Global Elevation Datasets
GDEM, SRTM, USGS

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AHM 2014: BCube Brokering Framework

  • 1. Global Topography Based Watershed Parameterization Watershed models require data sets from the geological, biogeochemical, agricultural, space and atmospheric sciences, with no common set of data formats, and different spatial and temporal characteristics. We will demonstrate that the BCube brokering can significantly decrease the effort of watershed initialization, allowing researchers to focus on the cross collaborative scientific research. Weather Forcing Data Watershed Management Global and Regional Soils Characterization Global and Regional Landuse Global Elevation Datasets GDEM, SRTM, USGS
  • 2. Hydrological/Watershed Modeling Scenario Overview Flow Scientist zooms into area with extents covering watershed Area sent to broker which returns available DEM options Scientist chooses DEM, which the Broker then returns projected and combined DEM Scientist runs through watershed delineation Area is sent to broker to obtain Soils options, Landuse (FAO, NCDC, NASA), historical weather (NCAR, NCDC), and future climate (IPCC) Data Requirements Elevation (GDEM, SRTM, USGS), Soils (FAO, SSURGO), Landuse (FAO, NCDC, NASA), Historical Weather (NCAR, NCDC), Short term forecasts (NWS, NCEP), Future Climatology (IPCC), and Stream Flow (USGS, GRDC) Frosting on the Cake Broker locates additional sources of weather forcing data, stream flow, landuse, or other compatible datasets for corroborating globally relevant watershed models
  • 3. Assumptions The Hydrologist thinks the world is as data rich as the experimental fields they have been monitoring The Hydrologist knows nothing about spatial data manipulation The Hydrologist knows nothing about temporal data manipulation The Hydrologist has used a GIS sometime during their life Hydrologists are experts in many different fields, so we must assume each is ignorant in ours
  • 4. Needs GIS and standard data access connectors (WCS)
  • 5. Global Topography Based Watershed Parameterization Weather Forcing Data Watershed Management Global and Regional Soils Characterization Global and Regional Landuse Global Elevation Datasets GDEM, SRTM, USGS
  • 6. First Examples Study 1 – Influence of DEM Source and Resolution on Regional Water Quality Broker provides handles to: USGS 3, 10, 30m DEMs SRTM 90m SRTM 30m ASTER GDEM 30m
  • 7. Simple and Quick Comparisons
  • 8. Simple and Quick Comparisons
  • 9. Global Topography Based Watershed Parameterization Weather Forcing Data Watershed Management Global and Regional Soils Characterization Global and Regional Landuse Global Elevation Datasets GDEM, SRTM, USGS