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ACCURACY EVALUATION OF DEM GENERATED FROM SPOTS HRS IMAGERIES
M. S. Hashemian *, A. Abootalebi *, F. Kianifar “
“Department of Photogrammetry, National Cartographic Centre (NCC) of Iran, Meraj Ave., Azadi Sq., Tehran, Iran -
(Hashemian, Abootalebi, Kianifar)@ncc.neda.net.ir
KEY WORDS: Remote sensing, Hyper spectral, Generation, DEM, SPOT, Accuracy
ABSTRACT:
The present paper deals with the accuracy potential of SPOT-5 HRS satellite imageries for DEM generation. The goal is to derive a
DEM from the along-track stereo data of the SPOT HRS sensor and to assess the accuracy by comparison with DEM data of superior
quality. Following a brief description of the instrumentation and the data set used, the quality of the DEM generated from these
imageries is assessed in several steps. For georeferencing of the stereo pair of images, some ground control points (GCPs), extracted
from digital vector maps of the study area. A DEM of 10 meter grid size was generated from those images. And finally, the resultant
DEM was compared with an existing and sufficiently accurate reference DEM of the study area. As can be seen below, the findings
and results are very promising.
1. INTRODUCTION
DEM generation from satellite imageries scores over
conventional methods of DEM generation, using topographic
maps or aerial photographs. The global availability of satellite
images allows for more quickly data processing for an
equivalent area. In other words DEM generation using satellite
images, draws continuous efforts mainly because of frequent
imaging, global coverage and low cost. Though still lacking the
accuracy and the amount of extracted information in
comparison to the traditional aerial photogrammetry, the advent
of ever higher resolution satellite images attempts to diminish
the deficiency (Kim et al, 2001). In this regard, the present
paper focuses on accuracy evaluation of DEM generated from
SPOT-5 HRS satellite images. The derivation of terrain models
from along track stereo data from space has up to now only
been possible with the German MOMS-2P and the American
ASTER sensor on TERRA (Reinartz, 2003). These sensors have
lower resolution equal to 15-18 meter pixel size, but the new
HRS sensor on SPOT-5 produces along track image stereo pairs
with 5 meters ground sampling distance. This resolution is more
suitable for obtaining higher accuracy in DEM generation
process. In this study, an automatically generated DEM from a
stereo pair of HRS images is compared with another reference
DEM, generated from digital vector maps. In this way, the
suitability of these images for DEM generation is investigated.
2. INSTRUMENTATION
SPOT-5 belongs to the latest generation of SPOT missions with
significant improvements in terms of on-board instruments and
autonomous system of positioning and attitude control that will
enable high absolute location accuracy. HRS produces images
with two optics looking forward and backward with 20 degrees
with respect to the nadir direction. It has a spatial resolution of
10 meter across track and a ground sampling distance of 5m
along track. The swath of the HRS is 120 km with 12000 CCD
elements. Forward and backward acquisitions cannot be
performed at the same time. As a consequence, the maximum
stereo segment that can be acquired is a little bit more than 60
km. The size of pixels on the ground is 10m x 10m. However,
HRS instrument has been designed for a ground sampling
distance of 5 meters along the track. In a direction close to the
epipolar planes, this along-track over-sampling allows higher
altimetry accuracy of the DEM to be obtained.
3. DATA USED
The study area (Rasht region) located in the northern part of
Iran. It includes both mountainous and flat terrain, fully covered
with vegetations in the non-urban parts. It is essential to test the
performance over diverse terrains and different conditions for
scene acquisition. In particular, the terrain slope may affect the
performance of automatic DEM generation. The terrain slope
causes the layover effect and distorts an image. Such a varying
relief terrain, allows for a more realistic evaluation of the
results. The following data were used for this study:
e 8 bit image data (size 12000 lines x 12000 pixels =
120 km x 60 km) of the study area from two viewing
directions in TIFF format. The data have been acquired
on 2002-07-13 with a sun elevation of 69 degrees and
nearly no clouds.
e 1:25000 scale 3D map of the study area in digital
format (Coordinate system: UTM; datum: WGS84).
e DEM of 10 meters resolution produced from 1:25000
scale topographic maps of the study area. These
topographic maps were by Photogrammetric method
using 1:40000 photographs in 1993 (Coordinate system:
UTM; datum: WGS84). For the generated DEM, the
RMSE of errors within 90% confidence level was found
equal to 1.6 meters. This data is used as reference data
for this accuracy assessment study.
4. PROCESSING STEPS
PCI Geomatica ver 8.2 was the main software package used for
processing the data. In georeferencing step a total number of 99
ground contro! points (GCPs) were used for each image of the
stereo pair. They were extracted from 1:25000 scale digital
vector maps of the area. Also, to improve matching between
stereo images, a total number of 100 tie points (TPs) were
collected. Table 1 shows the accuracy results on these GCPs for
each image. The distribution of GCPs and TPs in the two
images has been shown in Figure 1.