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Title: APPROACH TO THE VISUALIZATION OF TIMELINES OF IMAGES GENERATED BY FORECASTING MODELS
APPROACH TO THE VISUALIZATION OF TIMELINES OF IMAGES GENERATED BY FORECASTING MODELS

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Vedanta Somnathe; Todor Branzov
10.5593/sgem2023/2.1/s07.02
10.5593/sgem2023/2.1
1314-2704
978-619-7603-57-6
English
23
2.1
•    Prof. DSc. Oleksandr Trofymchuk, UKRAINE 
•    Prof. Dr. hab. oec. Baiba Rivza, LATVIA
Informatics
In this paper, we address some challenges of protracted loading times and reduced performance when managing large image sets delivered as output by popular meso-scale weather and air-quality models when used in graphic engines of associated software applications. Following an examination of several distinguished models' output, we introduce an innovative approach centered on a three-tier software system architecture, supplemented by strategies including lazy-loading, image compression, and load stream prioritization. This design is fully compatible with contemporary software technologies, enabling efficient implementation. We validate our proposed architecture through the development of a prototype web application using React and Next.JS, offering a comparative analysis of its performance. Additionally, we delve into the some noteworthy implementation issues encountered and contemplate the potential application of the concept suggesting alternative suites of app development technologies.
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This research is funded as part of the activities of Contract Д01-164/28.07.2022 "NGIC - National Geoinformation Center for monitoring, assessment and prediction natural and anthropogenic risks and disasters" under the Program "National Roadmap for Scientific Infrastructure 2017-2023", financed by Bulgarian Ministry of Education and Science.
conference
https://doi.org/10.5593/sgem2023/2.1/s07.02
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Proceedings of 23rd International Multidisciplinary Scientific GeoConference SGEM 2023
23rd International Multidisciplinary Scientific GeoConference SGEM 2023, 03 - 09 July, 2023
Proceedings Paper
STEF92 Technology
International Multidisciplinary Scientific GeoConference SGEM
SWS Scholarly Society; Acad Sci Czech Republ; Latvian Acad Sci; Polish Acad Sci; Russian Acad Sci; Serbian Acad Sci and Arts; Natl Acad Sci Ukraine; Natl Acad Sci Armenia; Sci Council Japan; European Acad Sci, Arts and Letters; Acad Fine Arts Zagreb Croatia; Croatian Acad Sci and Arts; Acad Sci Moldova; Montenegrin Acad Sci and Arts; Georgian Acad Sci; Acad Fine Arts and Design Bratislava; Russian Acad Arts; Turkish Acad Sci.
11-18
03 - 09 July, 2023
website
9082
Image Set Visualization, Weather Forecasting Models, Web Application Technologies