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Simulation of High Resolution Satellite Imagery from Multispectral Airborne Scanner Imagery

Launch of the first of the announced satellites is expected as early as summer 1997. It can be assumed that the testing and calibration phase will last for the first year of operations. It has to be noted, however, that the schedule for all of the announced satellites already had to be delayed several times.

In the meantime, we are in the position to simulate the high resolution satellite imagery from airborne scanner images of comparable spatial resolution. The imagery was recorded by a DAEDALUS AADS 1268 line scanner with N=10 spectral bands on board a Dornier Do 228 aircraft during five campaigns from 1991 to 1997 in cooperation with the German Aerospace Research Establishment (DLR) at flight altitudes of 300 m, 900 m and 1800 m. The 300 m imagery has a nadir-looking ground resolution of 70 cm. Due to the panorama characteristic of so-called `whisk broom' - line scanners and the large swath angle of tex2html_wrap_inline55543tex2html_wrap_inline557, the ground resolution degrades to 1.40 m towards the image margins. The resolution is usually also slightly degraded by the resampling process required by georeferencing (which is compulsory for a number of applications). On average, the images have a resolution of 1 m, equally for all 10 spectral bands.

For all environmental image analysis purposes it is essential to have a spectral band in the near infrared (NIR). There, vegetation has a very high reflectance and is the most distinct from non-vegetation land cover. Also, plant health and plant stress show up in the increase of reflectance between the red and the NIR. Therefore we have simulated a photographic CIR image, where the spectral bands of Green, Red and the (invisible) Near Infrared (G,R,NIR) are coded by Blue, Green and Red (R,G,B), respectively, and merged into a composite pseudo-color image.

The specifications of the high resolution satellites indicate that the 1 m resolution will only be reached for the panchromatic imagery. The spectrally resolved bands will come in a spatial resolution of only 4 m. We have simulated both the panchromatic full resolution image (Figure 1, by weighted average of the spectral bands) and the spectral band images (Figure 2, by averaging each 4x4 pixel window into one new pixel).

  figure29
Figure 1: Panchromatic image of urban area near the airport of Nürnberg, resolution 1 m.

  figure36
Figure 2: Simulated color infrared image of urban area, resolution 4 m.


next up previous
Next: Data Fusion between 1 m Up: SIMULATION OF HIGH RESOLUTION Previous: Announced Arrival of Commercially

Boris Prinz
Wed Oct 22 10:04:14 MEST 1997