Novel ocean color information from Sentinel-5P’s high spectral resolution


Contact
Svetlana.Losa [ at ] awi.de

Abstract

High spectrally resolved satellite data are a source of the top of the atmosphere radiance signal which can be used for novel algorithms aimed for observations of phytoplankton groups biomass and the spectral composition of the light-lit ocean. Atmospheric sensors such as SCIAMACHY, GOME-2 and OMI have proven in the past to yield valuable information on phytoplankton diversity, sun-induced marine fluorescence, and the underwater light field. However, the use of these data sets was limited by their temporal and spatial resolution mostly not meeting requirements for time series studies. Within the ESA Sentinel-5p+ Innovation project S5POC, we explore Sentinel-5P instrument TROPOMI's potential for deriving the diffuse attenuation coefficient and the quantification of different phytoplankton groups. As commonly used for the retrieval of atmospheric trace gases, we apply the differential optical absorption spectroscopy combined with radiative transfer modeling (RTM) to infer these oceanic parameters. We present results on a measure describing the diminishing of incoming radiation in the ocean with depth, the diffuse attenuation coefficient Kd. Kd is derived by the retrieval of the vibrational Raman scattering signal in backscattered radiances measured by TROPOMI in the UV and blue spectral range which then is further converted to the associated Kd using RTM. The final TROMPOMI KD data sets resolved for three spectral regions (UV-B+short wave UV-A, UV-A and short blue) agree well with in situ data sampled during an expedition with RV Polarstern in 2018 in the tropical, temperate and polar Atlantic Ocean. Further, Kd-blue compared to wavelength-converted Kd(490 nm) products (OLCI-A and the merged OC-CCI) from common, multispectral, ocean color sensors, show that differences between the three data sets are within uncertainties given for the OC-CCI product. TROPOMI’s potential for retrieving phytoplankton groups is also explored for the Atlantic open ocean and, additionally, for the Portuguese coast and coast and British Columbia, Canada coast. Comparison to independent phytoplankton groups biomass data derived from in-situ pigment data and similar satellite products (CMEMS global PFT product based on Xi et al. 2021 and OCPFT algorithm following Losa et al. 2017 applied to OLCI-Chla and OC-CCI data sets) show reasonable agreement for most groups. Having established these new TROPOMI products, the next steps are to investigate global products over the full operating period of TROPOMI to assess the temporal and spatial stability of the products. Perspectively, these data products delivering information on the spectral underwater light and phytoplankton composition can be used as auxiliary information for modeling marine ecosystem/biogeochemical functioning or photochemical reaction rates of climatically important compounds and inhibition of primary productivity.



Item Type
Conference (Talk)
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Primary Division
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Publication Status
Published
Event Details
Living Planet Symposium 2022, 23 May 2022 - 27 May 2022, Bonn, Germany.
Eprint ID
56551
Cite as
Bracher, A. , Oelker, J. , Losa, S. N. , Alvarado, L. M. A. , Brito, A. C. , Brotas, V. , Costa, M. , Favareto, L. , Gomes, M. , Suseelan, V. P. , Richter, A. , Soppa, M. A. and Xi, H. (2022): Novel ocean color information from Sentinel-5P’s high spectral resolution , Living Planet Symposium 2022, Bonn, Germany, 23 May 2022 - 27 May 2022 .


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