Technology for producing tools for processing and analysis of data from very large ever-expanding archives
A.V. Kashnitskii, E.A. Lupyan, I.V. Balashov, A.M. Konstantinova
Space Research Institute of the Russian Academy of Sciences, 84/32 Profsoyuznaya Str., Moscow, Russia, 17997
Keywords: дистанционное зондирование, информационные системы, распределенная обработка данных, обработка спутниковых данных, сверхбольшие архивы данных, технологии работы с данными, дистанционные методы наблюдений атмосферы и океана, remote sensing, information systems, distributed data processing, satellite data processing, very large data archives, data management technologies, ocean and atmosphere remote observation approaches
Abstract
Rapid growth of Earth satellite observation data over the recent years actualizes the problem of development of new technologies for effective data search, selection and processing within very large distributed ever-expanding archives. The paper describes the features of such technologies developed by Space Research Institute of RAS (IKI RAN). These technologies provide implementation of various data processing tools for satellite data analysis operating with distributed computing resources of remote sensing data processing and archiving centers. The paper shows their advantages and capabilities and gives the examples of developed tools for distributed processing of data from various satellite remote sensing systems. The examples given are provided to demonstrate the possibilities of described tools for various atmospheric and ocean surface phenomena analysis.
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