Open AccessPECULIARITIES OF MONITORING OF AGRICULTURAL LANDS USING VARIOUS TYPES OF AEROSPACE IMAGES
Author(s) -
Larisa G. Evstratova
Publication year - 2019
Publication title -
interèkspo geo-sibirʹ
Language(s) - English
Resource type - Journals
ISSN - 2618-981X
DOI - 10.33764/2618-981x-2019-4-2-205-212
Subject(s) - aerospace , multispectral image , radar , computer science , software , remote sensing , transformation (genetics) , image processing , radar imaging , computer vision , artificial intelligence , systems engineering , image (mathematics) , engineering , geography , aerospace engineering , telecommunications , biochemistry , chemistry , gene , programming language
Some peculiarities of agricultural lands monitoring using various types of aerospace images are reflected in the paper. It is noted that radar, multispectral data of high and medium spatial resolution, as well as materials from unmanned aerial vehicles recently became available. In this regard, the range of tasks that can be solved by using aerospace images expanded. The main theoretical issues of combining multi-temporal images are considered. Algorithms and methods of transformation of images are discussed, as well as the results of the researches of algorithms that are used in standard software. The necessity of developing new methods aimed at comprehensive analysis of aerospace images of different types is noted. Some aspects of planning of experimental works to research the various stages of image processing technology for automated interpretation, which will improve the reliability and efficiency of agricultural lands monitoring, are considered.