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Generation of Cost Effective Digital Elevation
Models (DEMs) for Urban Applications
Digital Elevation
Models (DEMs) are the digital representation of topographic and/or
man-made features located on the surface of the earth. DEMs are
widely used for hydrologic analyses, resource management, transportation
planning, earth sciences, environmental assessment, and military
applications. Increased use of DEMs in these wide-ranging applications
has led to a greater need for higher resolution and higher accuracy
digital elevation data. This is especially true for urban applications
such as base map registration and generation, stormwater management,
and flood-risk assessment because of the fine horizontal and vertical
spatial scale of most urban features (streets, buildings, etc.).
The most widely available high-resolution DEMs in the U.S. are the
7.5-minute Level 1 DEMs available from the United States Geological
Survey (USGS). The USGS 7.5-minute DEMs have a 30m horizontal (xy)
resolution, a 7-15 m RMS vertical (z) accuracy, and are available
for the entire continental U.S. However, the horizontal resolution
and vertical accuracy of the USGS DEMs are not suitable for the
vast majority of urban applications.
We have developed and demonstrated
a methodology that uses digitally scanned 1:40,000-scale NAPP aerial
photography to generate DEMs with horizontal resolutions of 1-3
m. This is ten-fold improvement in resolution compared to the 30-m
USGS DEMs. The cost for acquiring the NAPP photographs and precision
scanning is about $30/photo and typically 8-12 NAPP photos are required
for stereo-coverage of a medium-sized city (400 km2). Thus these
are an extremely low-cost data source for DEM generation. Our methodology
uses the digitized NAPP images, limited amounts of ground control
(2-3 GCPs per image), and Commercial Off The Shelf (COTS) stereo-processing
software to generate the high-resolution urban DEMs.
We have performed rigorous assessments
of the vertical accuracies of the high-resolution DEMs at multiple
test sites. The assessments utilized tens of thousands of check
points derived from kinematic differential GPS surveys. Our results
have shown that stereo-processing of the digitized NAPP images can
routinely produce DEMs with 1-3 m horizontal resolutions and vertical
elevation accuracy on the order of 2-3 m RMS. The DEMs reveal very
fine-scale features in urban locations. The horizontal resolution
of the DEMs is well suited for urban area applications including
watershed basin delineation, transportation and sewer planning,
stormwater runoff estimation, and flood area extent mapping.
For further information contact: Curt H.
Davis, 323 Engineering Bldg. West, UMC, Columbia-MO, 65211. Email:
DavisCH@missouri.edu Tel: 573-884-3789. |