Comparison of chlorophyll a concentration values retrieved from MODIS-Aqua spectroradiometer with the results of measurements in the coastal waters of the Black Sea near Sevastopol
##plugins.themes.bootstrap3.article.main##
Google Scholar
##plugins.themes.bootstrap3.article.details##
Abstract
The results of the comparison of the values of the standard satellite product “Chlorophyll a Concentration” recovered from MODIS-Aqua satellite with the results of field measurements in the coastal waters of the Black Sea near Sevastopol from 2009 to 2019 as a part of regular bio-optical monitoring have been presented. Differences between seasons in the nature of the error of the standard satellite product “Chlorophyll a Concentration” using the standard NASA algorithm were established: in spring, a significant underestimation of the values of the standard satellite product “Chlorophyll a Concentration” (up to 2.1 times) at high chlorophyll a concentrations was noted according to the results of the full-scale measurements, and in summer a significant overestimation of the values (up to 3.8 times) at low concentrations was noted. Throughout the year, depending on the season, the error in determining the standard satellite product “Chlorophyll a Concentration” on average varied from ±24 % to ±51 %. To increase the accuracy of determining the chlorophyll a concentration with remote sensing, it is necessary to use a regional approach.
Authors
References
Ефимова Т. В., Чурилова Т. Я., Моисеева Н. А., Землянская Е. А. Вариабельность биооптических показателей прибрежных вод Черного моря в районе Севастополя // Современные проблемы дистанционного зондирования Земли из космоса (Физические основы, методы и технологии мониторинга окружающей среды, потенциально опасных явлений и объектов) : материалы 16-й Всерос. открытой конф., Москва, 12–16 ноября 2018 г. Москва : ИКИ РАН, 2018. С. 264. [Efimova T. V., Churilova T. Ya., Moiseeva N. A., Zemlianskaia E. A. Variabel’nost’ bioopticheskikh pokazatelei pribrezhnykh vod Chernogo morya v raione Sevastopolya. Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa (Fizicheskie osnovy, metody i tekhnologii monitoringa okruzhayushchei sredy, potentsial’no opasnykh yavlenii i ob"ektov) : materialy 16-i Vseros. otkrytoi konf., Moscow, Nov. 12–16, 2018. Moscow : IKI RAS, 2018, pp. 264. (in Russ.)]
Кузнецова О. А., Копелевич О. В., Шеберстов С. В., Буренков В. И., Мошаров С. А., Демидов А. Б. Оценка концентрации хлорофилла в Карском море по данным спутникового сканера MODIS-Aqua // Исследование Земли из космоса. 2013. № 5. С. 21–31. [Kuznetsova O. A., Kopelevich O. V., Sheberstov S. V., Burenkov V. I., Demidov A. B., Mocharov S. A. Estimation of chlorophyll concentration in the Kara Sea from data of MODIS-Aqua satellite scanner. Issledovanie Zemli iz kosmosa, 2013, vol. 5, pp. 21–31. (in Russ.)]. http://dx.doi.org/10.7868/S0205961413050023
Моисеева Н. А., Чурилова Т. Я., Ефимова Т. В., Кривенко О. В., Латушкин А. А. Поглощение света пигментами фитопланктона, взвешенным веществом и окрашенным растворенным органическим веществом в прибрежных водах Крыма (Черное море) в июне 2016 // Оптика атмосферы и океана. Физика атмосферы : материалы XXIII Междунар. симп., Иркутск, 03–07 июля 2017 г. Томск : Изд-во ИОА СО РАН, 2017. С. 137–140. [Moiseeva N. A., Churilova T. Ya., Efimova T. V., Krivenko O. V., Latushkin A. A. Pogloshchenie sveta pigmentami fitoplanktona, vzveshennym veshchestvom i okrashennym rastvorennym organicheskim veshchestvom v pribrezhnykh vodakh Kryma (Chernoe more) v iyune 2016. Optika atmosfery i okeana. Fizika atmosfery : materialy XXIII Mezhdunar. simpoz., Irkutsk, July 03–07, 2017. Tomsk : Izd-vo IOA SO RAN, 2017, pp. 137–140. (in Russ.)]
Полонский А. Б., Шокурова И. Г., Белокопытов В. Н. Десятилетняя изменчивость температуры и солености в Черном море // Морской гидрофизический журнал. 2013. № 6. С. 27–41. [Polonskii A. B., Shokurova I. G., Belokopytov V. N. Decadal variability of temperature and salinity in the Black Sea. Morskoi gidrofizicheskii zhurnal, 2013, vol. 6, pp. 27–41. (in Russ.)]
Суслин В. В., Чурилова Т. Я., Сосик Х. М. Региональный алгоритм расчета концентрации хлорофилла а в Черном море по спутниковым данным SeaWiFS // Морской экологический журнал. 2008. Т. 7, № 2. С. 24–42. [Suslin V. V., Churilova T. Ja., Sosik H. M The SeaWiFS algorithm of chlorophyll a in the Black Sea. Morskoj ekologicheskij zhurnal, 2008, vol. 7, no. 2, pp. 24–42. (in Russ.)]
Чурилова Т. Я., Суслин В. В., Кривенко О. В., Ефимова Т. В., Моисеева Н. А. Спектральный подход к оценке скорости фотосинтеза фитопланктона в Черном море по спутниковой информации: методологические аспекты развития региональной модели // Журнал Сибирского государственного университета. Биология. 2016. Т. 9, вып. 4. С. 367–384. [Churilova T. Ya., Suslin V. V., Krivenko O. V., Efimova T. V., Moiseeva N. A. Spectral approach to assessment of phytoplankton photosynthesis rate in the Black Sea based on satellite information methodological aspects of the regional model development. Journal of Siberian Federal University. Biology, 2016, vol. 9, iss. 4, pp. 367–384. (in Russ.)] https://doi.org/10.17516/1997-1389-2016-9-4-367-384
Штрайхерт Е. А., Захарков С. П., Гордейчук Т. Н., Шамбарова Ю. В. Концентрация хлорофилла-а и био-оптические характеристики в заливе Петра Великого (Японское море) во время зимне-весеннего цветения фитопланктона // Современные проблемы дистанционного зондирования Земли из космоса. 2014. Т. 11, № 1. С. 148–162. [Shtraikhert E. A., Zakharov S. P., Gordeychuk T. N., Shambarova Ju. V. Chlorophyll-a concentration and bio-optical characteristics in the Peter the Great Bay (Sea of Japan) during winter-spring phytoplankton bloom. Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, vol. 11, no. 1, pp. 148–162. (in Russ.)]
Babin M., Stramski D., Giovanni M. Variations in the light absorption coefficients of phytoplankton, nonalgal particles, and dissolved organic matter in coastal waters around Europe. Journal of Geophysical Research, 2003, vol. 108, iss. C7, pp. 4-1–4-20. https://doi.org/10.1029/2001JC000882
Behrenfeld M. J., O’Malley R. T., et al. Revaluating ocean warming impacts on global phytoplankton. Nature Climate Change, 2015, vol. 6, iss. 3, pp. 323–330. https://doi.org/10.1038/NCLIMATE2838
Campbell J., Antoine D., Armstrong R., Arrigo K., Balch W., Barber R., Behrenfeld M., Bidigare R., Bishop J., Carr M.-E., Esaias W., Falkowski P., Hoepffner N., Iverson R., Kiefer D., Lohrenz S., Marra J., Morel A., Ryan J., Vedernikov V., Waters K., Yentsch C., Yoder J. Comparison of algorithms for estimating ocean primary production from surface chlorophyll, temperature, and irradiance. Global Biogeochemical Cycles, 2002, vol. 16, iss. 3, pp. 9-1–9-15. https://doi.org/10.1029/2001GB001444
Churilova T., Moiseeva N., Efimova T., Suslin V., Krivenko O., Zemlianskaia E. Annual variability in light absorption by particles and colored dissolved organic matter in the Crimean coastal waters (the Black Sea). Proc. SPIE 10466, 23rd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 2017, vol. 104664B. https://doi.org/10.1117/12.2288339
Churilova T., Suslin V., Krivenko O., Efimova T., Moiseeva N., Mukhanov V., Smirnova L. Light absorption by phytoplankton in the upper mixed layer of the Black Sea: Seasonality and parametrization. Frontiers in Marine Science, 2017, vol. 4, article 90 (14 p.). https://doi.org/10.3389/fmars.2017.00090
Finenko Z., Churilova T., Lee R. Dynamics of the vertical distributions of chlorophyll and phytoplankton biomass in the Black Sea. Oceanology, 2005, vol. 45, iss. 1, pp. 112–126.
Hu C., Lee Z., Franz B. A. Chlorophyll a algorithms for oligotrophic oceans: A novel approach based on three-band reflectance difference. Journal of Geophysical Research, 2012, vol. 117, iss. C1, article C01011 (25 p.). http://doi.org/10.1029/2011JC007395
Jeffrey S. W., Humphrey G. F. New spectrophotometric equations for determining chlorophylls a, b, c1 and c2 in higher plants, algae and natural phytoplankton. Biochemie und Physiology Pflanzen, 1975, vol. 167, no. 2, pp. 191–194. https://doi.org/10.1016/S0015-3796(17)30778-3
Level 2 Ocean Color Flags [Electronic resource]. URL: https://oceancolor.gsfc.nasa.gov/atbd/ocl2flags [accessed 2019.03.20].
Lorenzen C. J. Determination of chlorophyll and pheo-pigments: Spectrophotometric equations. Limnology and Oceanography, 1967, vol. 12, iss. 2, pp. 343–346. http://doi.org/10.4319/lo.1967.12.2.0343
Morel A., Prieur L. Analysis of variations in ocean color. Limnology and Oceanography, 1977, vol. 22, iss. 4, pp. 709–722.
NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group. Moderate-resolution Imaging Spectroradiometer (MODIS) Aqua Ocean Color Data; 2018 Reprocessing. NASA OB.DAAC, Greenbelt, MD, USA. http://doi.org/10.5067/AQUA/MODIS/L2/OC/2018
O’Reilly J. E., Maritorena S., O’Brien M. C., Siegel D. A., Toole D., Menzies D., Smith R. C., et al. SeaWiFS Postlaunch Calibration and Validation Analyses, Part 3. NASA Technical Memorandum 2000-206892 / S. B. Hooker, E. R. Firestone (Eds). NASA Goddard Space Flight Center, 2000, vol. 11, 49 p.
O’Reilly J. E., Maritorena S., Mitchell B. G., Siegel D. A., Carder K. L., Garver S. A., Kahru M., McClain C. R. Ocean color chlorophyll algorithms for SeaWiFS. Journal of Geophysical Research, 1998, vol. 103, iss. C11, pp. 24937–24953. http://doi.org/10.1029/98JC02160
Platt T., Caverhill C., Sathyendranath S. Basin scale estimates of ocean primary production by remote sensing: The North Atlantic. Journal of Geophysical Research, 1991, vol. 96, iss. C8, pp. 15147–15159. https://doi.org/10.1029/91JC01118
Suslin V., Churilova T. A regional algorithm for separating light absorption by chlorophyll-a and coloured detrital matter in the Black Sea, using 480–560 nm bands from ocean colour scanners. International Journal of Remote Sensing, 2016, vol. 37, iss. 18, pp. 4380–4400. http://doi.org/10.1080/01431161.2016.1211350