An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras
The paper presents the results of the development of an open-access web-based system operating in predictive and retrospective modes and providing the user with an interactive tool for monitoring spatial data using the example of visualizing the probability of observing aurora borealis. The work pro...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)
2021-04-01
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| Series: | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
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| Online Access: | https://ntv.ifmo.ru/file/article/20334.pdf |
| _version_ | 1818656049886920704 |
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| author | Andrei V. Vorobev Gulnara R. Vorobeva Olga I. Khristodulo |
| author_facet | Andrei V. Vorobev Gulnara R. Vorobeva Olga I. Khristodulo |
| author_sort | Andrei V. Vorobev |
| collection | DOAJ |
| description | The paper presents the results of the development of an open-access web-based system operating in predictive and retrospective modes and providing the user with an interactive tool for monitoring spatial data using the example of visualizing the probability of observing aurora borealis. The work proposes an algorithm for web rendering of spatial images, which provides an increase in the reactivity of web applications due to the formation of a rendered layer on the server side, in contrast to the known approaches solving the problem of interpolation and generation of a spatial layer at the client level. The paper describes the architecture of the information system whose distinctive feature is the
combination of various patterns of web programming, i.e. from a monolithic application to a microservice one with elements of a modular architecture of the “model–view–controller” type. The experimental studies allowed establishing an increase in the rendering speed of a spatial image by an average of 8.1 times. The results of the studies have shown
that the considered approach to visualization as applied to the geophysical parameters in the region of the auroral oval will provide an increase in the efficiency of studying the dynamics of the auroral oval, which will help to reveal new knowledge regarding the topology of the magnetosphere and its changes, for example, during geomagnetic storms and
substorms. |
| first_indexed | 2024-12-17T03:19:25Z |
| format | Article |
| id | doaj.art-b5c64583d9fb429d978e6f4079f547b2 |
| institution | Directory Open Access Journal |
| issn | 2226-1494 2500-0373 |
| language | English |
| last_indexed | 2024-12-17T03:19:25Z |
| publishDate | 2021-04-01 |
| publisher | Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) |
| record_format | Article |
| series | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
| spelling | doaj.art-b5c64583d9fb429d978e6f4079f547b22022-12-21T22:05:33ZengSaint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki2226-14942500-03732021-04-0121222523310.17586/2226-1494-2021-21-2-225-233An information system for spatial visualization of prognostic and retrospective data on the probability of observing aurorasAndrei V. Vorobev0https://orcid.org/0000-0002-9680-5609Gulnara R. Vorobeva1https://orcid.org/0000-0001-7878-9724Olga I. Khristodulo2https://orcid.org/0000-0002-3987-6582PhD, Associate Professor, Associate Professor, Ufa State Aviation Technical University, Ufa, 450008, Russian Federation; Scientific Researcher, Geophysical Center of the Russian Academy of Sciences, Moscow, 119296, Russian FederationPhD, Associate Professor, Associate Professor, Ufa State Aviation Technical University, Ufa, 450008, Russian FederationD.Sc., Associate Professor, Head of Chair, Ufa State Aviation Technical University, Ufa, 450008, Russian FederationThe paper presents the results of the development of an open-access web-based system operating in predictive and retrospective modes and providing the user with an interactive tool for monitoring spatial data using the example of visualizing the probability of observing aurora borealis. The work proposes an algorithm for web rendering of spatial images, which provides an increase in the reactivity of web applications due to the formation of a rendered layer on the server side, in contrast to the known approaches solving the problem of interpolation and generation of a spatial layer at the client level. The paper describes the architecture of the information system whose distinctive feature is the combination of various patterns of web programming, i.e. from a monolithic application to a microservice one with elements of a modular architecture of the “model–view–controller” type. The experimental studies allowed establishing an increase in the rendering speed of a spatial image by an average of 8.1 times. The results of the studies have shown that the considered approach to visualization as applied to the geophysical parameters in the region of the auroral oval will provide an increase in the efficiency of studying the dynamics of the auroral oval, which will help to reveal new knowledge regarding the topology of the magnetosphere and its changes, for example, during geomagnetic storms and substorms.https://ntv.ifmo.ru/file/article/20334.pdfweb programmingspatial dataspatial visualizationgeographic information systems and technologiesdata processing |
| spellingShingle | Andrei V. Vorobev Gulnara R. Vorobeva Olga I. Khristodulo An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki web programming spatial data spatial visualization geographic information systems and technologies data processing |
| title | An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| title_full | An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| title_fullStr | An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| title_full_unstemmed | An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| title_short | An information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| title_sort | information system for spatial visualization of prognostic and retrospective data on the probability of observing auroras |
| topic | web programming spatial data spatial visualization geographic information systems and technologies data processing |
| url | https://ntv.ifmo.ru/file/article/20334.pdf |
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