Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 3, pp. 266-287
Current capabilities and experience of using the See the Sea information system for studying and monitoring phenomena and processes on the sea surface
O.Yu. Lavrova
1 , M.I. Mityagina
1 , I.A. Uvarov
1 , E.A. Loupian
1 1 Space Research Institute RAS, Moscow, Russia
Accepted: 26.06.2019
DOI: 10.21046/2070-7401-2019-16-3-266-287
The information system See the Sea (STS, http://ocean.geosmis.ru) was developed at the Space Research Institute RAS to provide oceanographers with tools of distributed processing of satellite, meteorological and other data accumulated in the data archives of IKI-Monitoring Center for Collective Use (http://ckp.geosmis.ru/). The system provides not only access to long-term data archives, but also to on-line data analysis tools. A specialized subsystem of description of the discovered phenomena is intended for accumulation and systematization of the knowledge gained as the working result of a research team. The taxonomic classifier has been created to describe the phenomena that can be detected on the sea surface. This paper describes the current capabilities of STS and its use experience in the study and monitoring of phenomena and processes on the sea surface. The article also discusses the prospects for the development of the system, primarily expanding the variety of the data included (for example, Argo buoy measurements and satellite altimetry data) and development of new tools for data analysis and processing.
Keywords: information system, IKI-Monitoring CCU, satellite data, world ocean, radar imagery, oil pollution of the sea surface, hydrophysical processes, vortices, internal waves, river plumes
Full textReferences:
- Zavialov P. O., Makkaveev P. N., Konovalov B. V., Osadchiev A. A., Khlebopashev P. V., Pelevin V. V., Grabovskiy A. B., Izhitskiy A. S., Goncharenko I. V., Soloviev D. M., Polukhin A. A., Hydrophysical and hydrochemical characteristics of the sea areas adjacent to the estuaries of small rivers of the Russian coast of the Black Sea, Oceanology, 2014, Vol. 54, No. 3, pp. 265–280, DOI: 10.1134/S0001437014030151.
- Lavrova O. Yu., Mityagina M. I., Satellite monitoring of oil slicks on the Black Sea surface, Izvestiya, Atmospheric and Ocean Physics, 2013, Vol. 49, Issue 9, pp. 897–912, URL: https://doi.org/10.1134/S0001433813090107.
- Lavrova O. Yu., Kostianoy A. G., Lebedev S. A., Mityagina M. I., Ginzburg A. I., Sheremet N. A., Kompleksnyi sputnikovyi monitoring morei Rossii (Complex satellite monitoring of the Russian Seas), Moscow: IKI RAN, 2011, 470 p.
- Lavrova O. Yu., Mityagina M. I., Kostianoy A. G., Sputnikovye metody vyyavleniya i monitoringa zon ekologicheskogo riska morskikh akvatorii (Satellite methods for detecting and monitoring marine zones of ecological risk), Moscow: IKI RAN, 2016, 334 p.
- Lavrova O. Yu., Mityagina M. I., Kostianoy A. G., Ledovaya obstanovka v Kerchenskom prolive v tekushchem stoletii. Retrospektivnyi analiz na osnove sputnikovykh dannykh (Ice conditions in the Kerch Strait in the current century. Retrospective analysis based on satellite data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 2, pp. 148–166, DOI: 10.21046/2070-7401-2017-14-2-148-166.
- Lavrova O. Yu., Krayushkin E. V., Nazirova K. R., Strochkov A. Ya., Vozmozhnost’ polucheniya dinamicheskikh i prostranstvennykh kharakteristik protsessov i yavlenii v pribrezhnoi zone na osnove kompleksnogo ispol’zovaniya kvazisinkhronnykh sputnikovykh dannykh (The possibility of receiving dynamic and spatial characteristics of processes and phenomena in a coastal zone based on integrated use of quasi-synchronous satellite data), Vestnik Tverskogo gosudarstvennogo universiteta, Seriya “Geografiya i Geoekologiya”, 2018, No. 3, pp. 108–124, DOI: 10.26456/2226-7719-2018-3-108-124.
- Lisitzin A. P., Marginal’nyi fil’tr okeanov (Marginal filter of the oceans), Okeanologiya, 1994, Vol. 34, No. 5, pp. 735–747.
- Loupian E. A., Matveev A. A., Uvarov I. A., Bocharova T. Yu., Lavrova O. Yu., Mityagina M. I., Sputnikovyi servis See the Sea — instrument dlya izucheniya protsessov i yavlenii na poverkhnosti okeana (Satellite service See the Sea — a tool for investigation of processes and phenomena at the sea surface), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2012, Vol. 9, No. 2, pp. 251–261.
- Loupian E. A., Proshin A. A., Burtsev M. A., Balashov I. V., Bartalev S. A., Efremov V. Yu., Kashnitskiy A. V., Mazurov A. A., Matveev A. M., Sudneva O. A., Sychugov I. G., Tolpin V. A., Uvarov I. A., Tsentr kollektivnogo pol’zovaniya sistemami arkhivatsii, obrabotki i analiza sputnikovykh dannykh IKI RAN dlya resheniya zadach izucheniya i monitoringa okruzhayushchei sredy (IKI center for collective use of satellite data archiving, processing and analysis systems aimed at solving the problems of environmental study and monitoring), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 5, pp. 263–284, DOI: 10.21046/2070-7401-2017-14-1-247-251.
- Loupian E. A., Lavrova O. Yu., Mityagina M. I., Kostianoy A. G., Ledovaya obstanovka v rayone stroitel’stva Krymskogo mosta v fevrale 2017 g. (Ice conditions in the construction area of the Crimean Bridge in February 2017), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 1, pp. 247–251, DOI: 10.21046/2070-7401-2017-14-1-247-251.
- 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., Opyt ekspluatatsii i razvitiya tsentra kollektivnogo pol’zovaniya sistemami arkhivatsii, obrabotki i analiza sputnikovykh dannykh (TsKP IKI-Monitoring) (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.
- Mityagina M. I., Rasprostranenie plenok estestvennykh nefteproyavlenii na morskoi poverkhnosti yugo-vostochnoi chasti Chernogo morya po dannym mnogoletnikh sputnikovykh nablyudenii (Distribution of natural oil films on the surface of the south-eastern part of the Black Sea revealed by the multi-year satellite observations), Vestnik Tverskogo gosudarstvennogo universiteta, Seriya “Geografiya i Geoekologiya”, 2018, No. 3, pp. 125–136, DOI: 10.26456/2226-7719-2018-3-125-136.
- Mityagina M. I., Lavrova O. Yu., Bocharova T. Yu., Sputnikovyi monitoring neftyanykh zagryaznenii morskoi poverkhnosti (Satellite monitoring of oil pollution of the sea surface), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 5, pp. 130–149.
- Nazirova K. R., Lavrova O. Yu., Krayushkin E. V., Soloviev D. M., Zhuk E. V., Alferyeva Ya. O., Osobennosti vyyavleniya parametrov rechnogo plyuma kontaktnymi i distantsionnymi metodami (Features of river plume parameter determination by in situ and remote sensing methods), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 2, pp. 227–243, DOI: 10.21046/2070-7401-2019-16-2-227-243.
- Tolpin V. A., Balashov I. V., Efremov V. Yu., Loupian E. A., Proshin A. A., Uvarov I. A., Flitman E. V., Sozdanie interfeisov dlya raboty s dannymi sovremennykh sistem distantsionnogo monitoringa (sistema GEOSMIS) (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.
- Uvarov I. A., Khalikova O. A., Balashov I. V., Burtsev M. A., Loupian E. A., Matveev A. M., Platonov A. E., Proshin A. A., Tolpin V. A., Krasheninnikova Yu. S., Organizatsiya raboty s meteorologicheskoi informatsiei v informatsionnykh sistemakh distantsionnogo monitoringa (Meteorological data management in framework of the satellite monitoring information systems), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2013, Vol. 10, No. 2, pp. 30–45.
- Shchegolikhina M. S., Lavrova O. Yu., Monitoring vynosov rechnykh i lagunnykh vod v Azovskoe i Baltiiskoe morya na osnove sputnikovykh dannykh vidimogo diapazona (Monitoring of river and lagoon water discharges in Azov and Baltic Seas on the basis of the satellite data of visible range), Vestnik Tverskogo gosudarstvennogo universiteta, Seriya “Geografiya i Geoekologiya”, 2018, No. 3, pp. 180–191, DOI: 10.26456/2226-7719-2018-3-180-191.
- Lavrova O. Yu., Soloviev D. M., Mityagina M. I., Strochkov A. Ya., Bocharova T. Yu., Revealing the influence of various factors on concentration and spatial distribution of suspended matter based on remote sensing data, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 9638, 2015, 96380D, DOI: 10.1117/12.2193905.
- Lavrova O. Yu., Soloviev D. M., Strochkov M. A., Bocharova T. Yu., Kashnitsky A. V., River plumes investigation using Sentinel-2A MSI and Landsat-8 OLI data, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 9999, 2016, 99990G, DOI: 10.1117/12.2241312.
- Lavrova O. Yu., Mityagina M. I., Bocharova T. Yu., Kostianoy A. G., Long-term monitoring of sea ice conditions in the Kerch Strait by remote sensing data, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 10422, 2017, 104220L, DOI: 10.1117/12.2277829.
- Lavrova O. Yu., Krayushkin E. V., Nazirova K. R., Strochkov A. Ya., Vortex structures in the Southeastern Baltic Sea: satellite observations and concurrent measurements, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 10784, 2018, 1078404, DOI: 10.1117/12.2325463.
- Loupian E., Lavrova O., Kashnitsky A., Uvarov I., “See the Sea” ― new opportunities for distributed collaboration aimed at solution of oceanographic problems using remote sensing, Bollettino di Geofisica Teorica ed Applicata, 2018, Vol. 59, Supl. 1, pp. 91–93.
- Mityagina M. I., Lavrova O. Yu., Satellite survey in the Black Sea coastal zone, Intern. Water Technology J., 2012, Vol. 2, No. 1, pp. 67–79.
- Mityagina M., Lavrova O., Satellite survey of inner seas: oil pollution in the Black and Caspian Seas, Remote Sensing, 2016, Vol. 8, No. 10, pp. 875–899, DOI: 10.3390/rs8100875.
- Mityagina M. I., Lavrova O. Yu., Multi-sensor satellite survey of natural oil slicks in the southeastern Black Sea, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 10422, 2017, 1042215, available at: https://doi.org/10.1117/12.2278025.
- Mityagina M. I., Lavrova O. Yu., Uvarov I. A., “See the Sea”: Multi-user information system for investigating processes and phenomena in coastal zones via satellite remotely sensed data, particularly hyperspectral data, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Proc. SPIE 9240, 2014, 92401C, DOI: 10.1117/12.2067300.
- Nash J. D., Moum J. N., River plumes as a source of large-amplitude internal waves in the coastal ocean, Nature, 2005, 437, pp. 400–403.
- Neteler M., Bowman M. H., Landa M., Metz M., GRASS GIS: A multi-purpose open source GIS, Environmental Modelling and Software, 2012, Vol. 31, pp. 124–130.