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investigated the chl-a inter-annual variability over well-identified bio-regions highlighting the episodic occurrence of new trophic regimes, especially in the north-western Mediterranean Sea (NWM).

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Based on a merged (SeaWiFS and Moderate Resolution Imaging Spectrometer (MODIS)) dataset (1998–2014), Mayot et al. analysed the chl-a inter-annual variability in the Mediterranean Sea by using multi-annual (1998–2003) Sea-viewing Wide Field-of-view Sensor (SeaWiFS) data, thus detecting chl-a anomalies in some specific areas such as the Gulf of Lion and the Rhodes gyre. Results show positive chl-a anomalies between the BOUSSOLE site and the Center of Convection Zone (CCZ) as a possible consequence of an intense convection episode that occurred in February 2012.Īlthough the chl-a seasonality is well documented at these scales of analysis, the assessment of its inter-annual variability deserves to be better investigated. Thus, it has been used to characterize an anomalous chl-a bloom that occurred in March 2012 at regional scale. The OC-CCI derived chl-a anomaly index shows the best performances when compared to in situ data (R 2 and RMSE of 0.75 and 0.48, respectively). Further application of the RST approach on a corresponding time-series of in situ chl-a measurements acquired at the BOUSSOLE site allows evaluation ofthe accuracy of the satellite-based change detection indices and selecting the best indicator.

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The main goal of this study is to assess the potential of the robust satellite techniques (RST) in identifying anomalous phytoplankton blooms in the NWM by using 9 years (2008–2017) of multi-sensor chlorophyll-a (chl-a) products from the CMEMS and OC-CCI datasets. Investigating the variability of phytoplankton phenology plays a key role in regions characterized by cyclonic circulation regimes or convective events, like the north-western Mediterranean Sea (NWM).







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