Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2018, Vol. 15, No. 2, pp. 201-210
Spatial and temporal variability of reflectance coefficient of Gorky Reservoir waters: results of 2016–2017 expeditions
A.A. Molkov
1 , E.N. Korchemkina
2 , D.V. Kalinskaya
2 , I.A. Kapustin
1 1 Institute of Applied Physics RAS, Nizhny Novgorod, Russia
2 Marine Hydrophysical Institute RAS, Sevastopol, Russia
Accepted: 19.03.2018
DOI: 10.21046/2070-7401-2018-15-2-201-210
The aim of this work is to analyze the spatial and temporal variability of spectral reflectance coefficient in waters of Gorky Reservoir located on Volga, the main waterway of Central Russia. The Reservoir represents an example of internal freshwater body characterized by regular blue-green algae blooms. The article presents the results of field measurements conducted in summer seasons of 2016–2017 including ship measurements of water column reflectance coefficient, the transparency of the atmosphere and the accompanying measurements of the hydrological and biooptical characteristics necessary for the verification and interpretation of the results. The atmospheric correction of several MODIS satellite images was performed and a satisfactory correspondence between remote and contact measurements of reflectance coefficient spectra was established. Reasons for the discrepancy and the ways of its elimination are discussed. The prospects for further research in order to develop a regional bio-optical algorithm for monitoring the bioproductivity of Gorky reservoir waters using space color scanners are shown.
Keywords: Gorky Reservoir, water reflectance coefficient, regional biooptical algorithm, phytoplankton, chlorophyll-a, blue-green algae, suspended matter, dissolved organic matter
Full textReferences:
- Kalinskaya D. V., Molkov A. A., Issledovanie kharakteristik atmosfernogo aerozolya nad Gor’kovskim vodokhranilishchem v letnie sezony 2016 i 2017 goda (Investigation of the characteristics of atmospheric aerosol over the Gorky reservoir in summer seasons 2016 and 2017), XV Vserossiyskaya otkrytaya konferentsiya “Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa” (XV All-Russia Conference “Current Problems in Remote Sensing of the Earth from Space”), Book of Abstracts, Moscow, 2017, p. 180.
- Kapustin I. A., Ermakov S. A., Molkov A. A., Erina O. N., Sokolov D. I., Tereshina M. A., Vilimovich E. A., Naturnye issledovaniya vikhrevykh struktur i variatsiy gidrokhimicheskikh pokazateley v Gor’kovskom vodokhranilishche (Field studies of vortex structures and variations of hydrochemical indicators in the Gorky reservoir), XV Vserossiyskaya otkrytaya konferentsiya “Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa” (XV All-Russia Conference “Current Problems in Remote Sensing of the Earth from Space”), Book of Abstracts, Moscow, 2017, p. 257.
- Kopelevich O. V., Burenkov V. I., Sheberstov S. V., Razrabotka i ispol’zovanie regional’nykh algoritmov dlya rascheta bioopticheskikh kharakteristik morey Rossii po dannym sputnikovykh skanerov tsveta (Development and use of regional algorithms for calculating the bio-optical characteristics of Russian seas from satellite color data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2006, Vol. 2, pp. 99–105.
- Korchemkina E. N., Lee M. E., Anomal’nye opticheskie kharakteristiki pribrezhnykh vod Chernogo morya v iyule 2012 g. i ikh svyaz’ s kontsentratsiey mineral’noy vzvesi v vode (Anomalous optical characteristics of the coastal waters of the Black Sea in July 2012 and their relationship to the suspended matter concentration in water), Fundamentalnaya i prikladnaya gidrofizika, 2015, Vol. 10, No. 1, pp. 39–43.
- Korchemkina E. N., Shybanov E. B., Lee M. E., Usovershenstvovanie metodiki atmosfernoy korrektsii dlya distantsionnykh issledovaniy pribrezhnykh vod Chernogo morya (Improved method of atmospheric correction for remote studies of the Black Sea coastal waters), Issledovaniye Zemli iz kosmosa, 2009, No. 5, pp. 1–7.
- Lavrova O. Yu., Solov’ev D. M., Strochkov A. Ya., Shendrik B. D., Sputnikovyi monitoring intensivnogo tsveteniya vodoroslei v Rybinskom vodokhranilishche (Satellite monitoring of intensive algae blooms in the Rybinsk Reservoir), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, Vol. 11, No. 3, pp. 54–72.
- Lee M. E., Martynov O. V., Izmeritel’ koeffitsientov yarkosti dlya podsputnikovykh izmerenii bioopticheskikh parametrov vod (Reflectance meter for sub-satellite measurements of bio-optical parameters of water), Ekologicheskaya bezopasnost’ pribrezhnoy i shel’fovoy zon i kompleksnoye ispol’zovaniye resursov shel’fa, Sevastopol: EKOSI-Gidrofizika, 2000, pp. 163–173.
- Lee M. E., Shybanov E. B., Korchemkina E. N., Martynov O. V., Opredelenie kontsentratsii primesey v morskoy vode po spektru yarkosti voskhodyashchego izlucheniya (Determination of the concentration of impurities in sea water from the spectrum of downwelling radiation), Morskoy gidrofizicheskiy zhurnal, 2015, No. 6, pp. 17–33.
- Molkov A. A., Kalinskaya D. V., Kapustin I. A., Korchemkina E. N., Osokina V. A., Pelevin B. B., O perspektivakh distantsionnoy otsenki gidrobioopticheskikh kharakteristik vod vnutrennikh presnykh vodoyemov po rezul’tatam ekspeditsii na Gor’kovskom vodokhranilishche v 2016 g. (On the prospects of remote evaluation of hydrobiooptical characteristics of inland fresh water bodies based on the results of expeditions to the Gorky reservoir in 2016), Ekologicheskaya bezopasnost’ pribrezhnoy i shel’fovoy zon i kompleksnoye ispol’zovaniye resursov shel’fa, Sevastopol: EKOSI-Gidrofizika, 2017, No. 2, pp. 59–67.
- Molkov A. A., Kapustin I. A., Shchegolkov Yu. B., O svyazyakh gidro- i bioopticheskikh kharakteristik Gor’kovskogo vodokhranilishcha (Relations of hydro- and biooptical characteristics of the Gorky reservoir), Trudy IX Vserossiyskoy konferentsii “Sovremennye problemy optiki yestestvennykh vod” (ONW’2017) (Proc. IX All-Russia Conf. “Modern problems of the optics of natural waters” (ONW’2017)), Saint Petersburg, 2017, pp. 52–57.
- Pelevin V. V., Molkov A. A., Osokina V. A., Kremenetsky V. V., Melkomasshtabnaya prostranstvennaya izmenchivost’ soderzhaniya khlorofilla “a”, obshchego organicheskogo ugleroda i vzvesi v verkhnem sloye Gor’kovskogo vodokhranilishcha v letnii period 2016 i 2017 gg. po dannym distantsionnogo lazernogo zondirovaniya (Small-scale spatial variability of chlorophyll “a”, dissolved organic carbon and suspended matter in the upper layer of the Gorky reservoir in the summer period of 2016 and 2017 years according to remote laser sensing data), XV Vserossiyskaya otkrytaya konferentsiya “Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa” (XV All-Russia Conference “Current Problems in Remote Sensing of the Earth from Space”), Book of Abstracts, Moscow, 2017, p. 283.
- Kopelevich O. V., Burenkov V. I., Ershova S. V., Sheberstov S. V., Evdoshenko M. A., Application of SeaWiFS data for studying variability of bio-optical characteristics in the Barents, Black and Caspian Seas, Deep-Sea Research II, 2004, Vol. 51, pp. 1063–1091.
- Lee Z. P., Remote Sensing of Inherent Optical Properties: Fundamentals, Tests of Algorithms, and Applications, IOCCG Report Number 5, 2006, 122 p.
- Sancak S., Besiktepe S. T., Yilmaz A., Lee M., Frouin R., Evaluation of SeaWiFS chlorophyll-a in the Black and Mediterranean Seas, Int. J. Remote Sens., 2005, Vol. 26, No. 10, pp. 2045–2060.
- Wang M., Atmospheric Correction for Remotely-Sensed Ocean-Colour Products, IOCCG Report Number 10, 2010, 83 p.