The analysis of satellite data of remote Earth sensing

Author

Vladimirov, V.M. ; Karmishin, A.M. ; Sharova, L.I. ; Sharova, T.V.

Author_Institution

Dept. of Radiotech. & Electron., Krasnoyarsk Sci. Center, Russia

Volume

2

fYear

1999

fDate

1999

Firstpage

411

Abstract

In the paper methods of processing spectrozonal images, obtained with the scanner systems of the “Resurs 01-3” satellite, are considered. The analysis using artificial neutral networks to estimate parameters and a classification of Earth surface types from the results of satellite measurements has been made. As an example, use has been made of space images of Yugoslavia, obtained with the Russian scanners of medium MSU-SK and high MSU-E resolution, allowing the Earth image to be obtained for MSU-SK in the five spectral ranges of 0.54-0.6; 0.6-0.7; 0.7-0.8; 0.8-1.0; 10.3-11.75 μm, and for MSU-E in the three spectral ranges of 0.5-0.6; 0.6-0.7 and 0.8-0.9 μm with spatial resolution order of 30-45 m

Keywords

geophysical signal processing; image classification; neural nets; parameter estimation; remote sensing; 0.5 to 11.75 mum; Earth surface types; Resurs 01-3 satellite; Yugoslavia; artificial neutral networks; classification; parameters estimation; remote Earth sensing; satellite data; space images; spectral ranges; spectrozonal image; Artificial satellites; Data analysis; Data processing; Earth; Geology; Image resolution; Neural networks; Packaging; Parameter estimation; Satellite broadcasting;

fLanguage

English

Publisher

ieee

Conference_Titel

Telecommunications in Modern Satellite, Cable and Broadcasting Services, 1999. 4th International Conference on

Conference_Location

Nis

Print_ISBN

0-7803-5768-X

Type

conf

DOI

10.1109/TELSKS.1999.806242

Filename

806242