Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2016, Vol. 13, No. 3, pp. 114-124
Study of the cycles of phytoplankton blooms in the Baltic Sea from Aqua MODIS data
N.V. Evtushenko
1 , S.V. Sheberstov
1
1 P.P. Shirshov Institute of Oceanology RAS, Moscow, Russia
Accepted: 07.05.2016
DOI: 10.21046/2070-7401-2016-13-3-114-124
The cycles of the blooms in the Baltic Sea were studied by using satellite data from Aqua MODIS sensor from 2003 to 2014. Chlorophyll concentration derived from satellite data was used as the bloom parameter. Three regions in the Baltic Sea were considered: the central and south-eastern parts and the Gulf of Finland. The calculation was made using regional algorithms verified according to the in-situ measurements. The algorithms were applied to daily-averaged L3 remote sensing reflectances Rrs; the resulting chlorophyll concentrations were averaged for each of the regions, and then smoothed using moving average method. For the central and southeastern region, 3 periods of bloom were found: in spring, in summer and in autumn; for the Gulf of Finland, the autumn bloom is not typical. Comparison of chlorophyll concentration time series for each region during 2003–2014 with data for every year separately allowed to reveal the maximum and minimum seasonal values during plankton blooms. The factors were examined that influence the identified cyclical phytoplankton blooms, such as sea surface temperature, wind speed, nitrogen, and phosphorus concentration. Probable causes of the revealed distribution of chlorophyll in three regions of the Baltic Sea were established.
Keywords: Baltic Sea, satellite data, phytoplankton, chlorophyll concentration
Full textReferences:
- Bukanova T.V., Vazyulya S.V., Kopelevich O.V., Burenkov V.I., Grigor'ev A.V., Khrapko A.N., Sheberstov, S.V., Aleksandrov S.V., Regional'nye algoritmy otsenki kontsentratsii khlorofilla i vzvesi v yugo-vostochnoi Baltike po dannym sputnikovykh skanerov tsveta, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 2, pp. 64–73.
- Mityagina M.I., Lavrova O.Yu., Osobennosti proyavleniya na sputnikovyh radiolokacionnyh izobrazheniyah korabel'nyh sledov v oblastyah intensivnogo cveteniya fitoplanktona (Radar manifestations of ship wakes in areas of intense phytoplankton bloom), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, Vol. 11, No. 3, pp. 73–87.
- Darecki M., Ficek D., Krężel A., Ostrowska M., Majchrowski R., Woźniak S.B., Bradtke K., Dera J., Woźniak B., Algorithms for the remote sensing of the Baltic ecosystem (DESAMBEM). Part 2: empirical validation, Oceanologia, 2008, Vol. 50, No. 4, pp. 509–538.
- Darecki M., Stramski D., An evaluation of MODIS and SeaWiFS bio-optical algorithms in the Baltic Sea, Remote Sens. Environ, 2004, No. 89, pp. 326–350.
- Hobro R., Stages of annual zooplankton succession in the Asko area (northern Baltic Sea), Acta Bot. Fenica, 1979, No. 110, pp. 79–80.
- Kahru, M., Elmgren, R., Multidecadal time series of satellite-detected accumulations of cyanobacteria in the Baltic Sea, Biogeosciences, 2014, Vol. 11, pp. 3619–3633.
- Kahru M., Savchuk O.P., Elmgren R., Satellite measurements of cyanobacterial bloom frequency in the Baltic Sea: interannual and spatial variability, Marine ecology progress series, 2007, Vol. 343, pp. 15–23.
- Niemi Å., Blue-green algal blooms and N:P ratio in the Baltic Sea, Acta Bot Fenn, 1979, No.110, pp. 57–61.
- Vazyulya S., Khrapko A., Kopelevich O., Burenkov V., Eremina T., IsaevA., Regional algorithms for the estimation of chlorophyll and suspended matter concentration in the Gulf of Finland from MODIS-Aqua satellite data, Oceanologia, 2014, Vol. 56, No. 4, pp. 737–756.
- Sheberstov S.V., Lukyanova E.A., A System for Acquisition, Processing and Storage of Satellite and Field Biooptical Data, Proceedings of IV International Conference: Current Problems in Optics of Natural Waters. Nizhny Novgorod, 11–15 September 2007, pp. 179–183.
- Thamm R., Schernewski G., Wasmund N., Neumann T., Spatial phytoplankton pattern in the Baltic Sea. Coastline Reports, Baltic Sea Typology, 2004, No. 4, pp. 85–109.
- Wasmund N., Andrushaitis A., Łysiak-Pastuszak E., Müller-Karulis B., Nausch G., Neumann T., Ojaveer H., Olenina I., Postel L., Witek Z., Trophic status of the south-eastern Baltic Sea: a comparison of coastal and open areas, Estuar. Coast. Shelf Sci., 2001, No. 53, pp. 849–864.
- Woźniak B., Krężel A., Darecki M., Woźniak S.B., Majchrowski R., Ostrowska M., Kozłowski Ł., Ficek D., Olszewski J., Dera J., Algorithms for the remote sensing of the Baltic ecosystem (DESAMBEM). Part 1: mathematical apparatus, Oceanologia, 2008, Vol. 50, No. 4, pp. 451–508.