| Article information  2025 ,  Volume 30, ¹ 3, p.97-110
Elizarov D.A. Web service for automation of processing for sub-satellite measurements and their integration into satellite monitoring systemsThe article addresses a web-based service developed to both automate the handling of subsatellite measurements and integrate them into satellite monitoring systems for the purpose of  conducting the integrated data visualization. The primary objective of this web service is to create an  infrastructure for processing, storing, and visualizing data obtained from various in situ instruments  such as acoustic Doppler current profilers (ADCP), CTD probes, Airmar weather stations, and  Lagrangian mini-drifters. The integrated data visualization is facilitated through the collaboration  between the web service and the “See the Sea” (STS) satellite monitoring system. The web service  processes and standardizes sub-satellite measurements, while STS provides satellite monitoring data  and a platform for comprehensive analysis. This approach allows both combining and simultaneous  analysing of data from multiple sources, which leads to a more accurate and detailed understanding  of marine processes.   The “See the Sea” satellite monitoring system maintains databases of various oceanic and  atmospheric phenomena and processes, derived from daily satellite data as well as long-term archives.  STS is utilized to address interdisciplinary challenges in ocean exploration.   This paper presents the integration process of the web service with the “See the Sea” satellite  monitoring system. Specifically, it describes the development of a module for working with full-scale  measurements within the monitoring system, enabling the retrieval of processed data from the web  service and their visualization directly within STS. This integration facilitates the combined analysis  of satellite and sub-satellite data. The results of such integrated analysis within the STS environment  have been utilized to study various marine phenomena in coastal waters, as demonstrated for each  instrument discussed in the article.
 Keywords: web technologies, in situ subsatellite measurements, See the Sea satellite information system, data processing and visualization, Python, PHP
 
 doi: 10.25743/ICT.2025.30.3.008
 
 Author(s):Elizarov Dmitriy Anatolevich
 Position: engineer
 Address: 117997, Russia, Moscow
 E-mail: dimaelik71@gmail.com
 
 Bibliography link:
 Elizarov D.A. Web service for automation of processing for sub-satellite measurements and their integration into satellite monitoring systems // Computational technologies. 2025. V. 30. ¹ 3. P. 97-110
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