| Full text | |
| Author(s): |
Cesar, G. M.
;
Rudorff, N. M.
;
Oliveira, A. L.
;
Valerio, A. M.
;
Chuqui, M. G.
;
Pompeu, M.
;
Gaeta, S. A.
;
Frouin, R.
;
Kampel, M.
Total Authors: 9
|
| Document type: | Journal article |
| Source: | International Journal of Remote Sensing; v. 44, n. 7, p. 30-pg., 2023-04-03. |
| Abstract | |
Retrieving chlorophyll-a concentration (Chla) from remote-sensing data is especially challenging in coastal regions because of the presence of other co-dominant optically significant constituents (OSCs). In this study, we characterize bio-optical variability at a fixed coastal time series station in the South Brazil Bight (SBB), the ANTARES-Ubatuba site (Sao Paulo, Brazil) from radiometric measurements and water sample analyses, and evaluate the performance of ocean colour (OC) algorithms for Chla retrieval. In situ Chla and the spectral absorption of phytoplankton (a(ph)), detritus, and coloured dissolved organic matter (CDOM), as well as the above-water remote-sensing reflectance (R-rs) were obtained from 2004 to 2019 at a quasi-monthly sampling frequency. Chla exhibited high variability, with a standard deviation twice as large as the mean (1.0 +/- 1.83 mg m(-3)), and values ranging from 0.18 mg m(-3) up to 18.09 mg m(-3) during episodic bloom events. CDOM was the dominant OSC contributing to the absorption coefficient at 443 nm all-year round, suggesting the influence of continental sources, even though the station is located at the external limit of the inner shelf (40 m). Two optical water types were defined: one composed mainly of 'blue' waters with lower concentrations of the OSCs and another of 'green' waters with higher concentrations of OSCs. Despite the CDOM spectral dominance, the empirical OCx performed reasonably well with a positive bias for both in situ (17-25%) and satellite (25-31%) Chla retrievals. The performance was slightly better using the 3-band OC3 algorithm by selecting the best band ratio with lower influence of CDM (CDOM + detritus) absorption (R-rs (490/555)). The main sources of uncertainty were caused by higher CDM proportions and phytoplankton-specific absorption, yielding positive biases on the OC3 retrievals. The results suggest that standard satellite products of Chla can be used (with some caution) to monitor and study the dynamics of the phytoplankton biomass within the region, knowing the expected uncertainties. (AU) | |
| FAPESP's process: | 21/04128-8 - Characterization of Brazilian coastal waters biogeochemical quality evolution over the last two decades from satellite observation: impact of natural and anthropogenic forcings |
| Grantee: | Milton Kampel |
| Support Opportunities: | Regular Research Grants |