ISSN 2070-7401 (Print), ISSN 2411-0280 (Online)
Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa
CURRENT PROBLEMS IN REMOTE SENSING OF THE EARTH FROM SPACE

  

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2023, Vol. 20, No. 3, pp. 244-253

Integration into the See the Sea information system of acoustic Doppler current profiler data obtained concurrently with satellite data

D.A. Elizarov 1 , N.A. Knyazev 1 , O.Yu. Lavrova 1 , I.A. Uvarov 1 
1 Space Research Institute RAS, Moscow, Russia
Accepted: 12.06.2023
DOI: 10.21046/2070-7401-2023-20-3-244-253
The paper presents a web service developed for processing and storing field measurements and the results of the integration of acoustic Doppler current profiler (ADCP) data into the See the Sea satellite monitoring system. Data for the web service were collected during 2016–2022 scientific marine expeditions conducted by Space Research Institute of the Russian Academy of Sciences to study the hydrophysical characteristics of coastal marine waters by contact and remote methods. The web service is intended for standardization and subsequent export of measurements to external systems. To pre-process measurements from ADCP, a Python program is used to remove data outliers and streamline the archived data to the web service. To visualize full-scale measurements, contour graphs can be drawn for physical parameters, using filters and averaging, thus allowing visual assessment of the situation by the selected date of expedition. Also, we present the results of ADCP data integration into the STS, where work with the data is implemented as a separate software module. This makes it possible to visualize ADCP data directly on the STS interface display and therefore conduct analysis of field measurements jointly with satellite images and other thematic data. This functionality has been employed to study eddy dipoles. In particular, a combined analysis of satellite data and concurrent in situ measurements, performed in STS, enabled determination of the characteristic features of their 3D structure.
Keywords: See the Sea satellite monitoring system, STS, in situ measurements, satellite data, acoustic Doppler current profiler, ADCP, web service, data processing and storage, data visualization, vortex processes, eddy, Sentinel-2 MSI, Landsat-8 OLI
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References:

  1. Krayushkin E. V., Lavrova O. Yu., Nazirova K. R., Elizarov D. A., Three-dimensional structure and dynamics of waters in coastal eddy dipoles in the southeastern Baltic Sea: Results of concurrent satellite and field measurements in summer 2021, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2022, Vol. 19, No. 6, pp. 265–279 (in Russian), DOI: 10.21046/2070-7401-2022-19-6-265-279.
  2. Lavrova O. Yu., Mityagina M. I., Uvarov I. A., Loupian E. A., Current capabilities and experience of using the See the Sea information system for studying and monitoring phenomena and processes on the sea surface, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 3, pp. 266–287 (in Russian), DOI: 10.21046/2070-7401-2019-16-3-266-287.
  3. Lavrova O. Yu., Mityagina M. I., Kostianoy A. G., Sputnikovye metody issledovaniya izmenchivosti Kaspiiskogo morya (Satellite methods for studying changes in the Caspian Sea), Moscow: IKI RAN, 2022, 250 p. (in Russian).
  4. Loupian E. A., Proshin A. A., Burtsev M. A., Kashnitskii A. V., Balashov I. V., Bartalev S. A., Konstantinova A. M., Kobets D. A., Mazurov A. A., Marchenkov V. V., Matveev A. M., Radchenko M. V., Sychugov I. G., Tolpin V. A., Uvarov I. A., Experience of development and operation of the IKI-Monitoring center for collective use of systems for archiving, processing and analyzing satellite data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 3, pp. 151–170 (in Russian), DOI: 10.21046/2070-7401-2019-16-3-151-170.
  5. Tolpin V. A., Balashov I. V., Efremov V. Yu., Loupian E. A., Proshin A. A., Uvarov I. A., Flitman E. V., The GEOSMIS system: developing interfaces to operate data in modern remote monitoring systems, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 3, pp. 93–108 (in Russian).
  6. Arabi B., Salama M. S., Pitarch J., Verhoef W., Integration of in-situ and multi-sensor satellite observations for long-term water quality monitoring in coastal areas, Remote Sensing of Environment, 2020, Vol. 239, Art. No. 111632, https://doi.org/10.1016/j.rse.2020.111632.
  7. Le Hénaff M., Kourafalou V. H., Androulidakis Y., Smith R. H., Kang H, Hu C., Lamkin J. T., In Situ Measurements of Circulation Features Influencing Cross-Shelf Transport Around Northwest Cuba, J. Geophysical Research: Oceans, 2020, Vol. 125, Issue 7, Art. No. e2019JC015780, https://doi.org/10.1029/2019JC015780.
  8. Marmorino G. O., Holt B., Molemaker M. J., DiGiacomo P. M., Sletten M. A., Airborne synthetic aperture radar observations of “spiral eddy” slick patterns in the Southern California Bight, J. Geophysical Research, 2010, Vol. 115, Art. No. C05010, DOI: 10.1029/2009JC005863.