The Southern Ocean (SO) is highly sensitive to climate change. Therefore, an accurate estimate of phytoplankton biomass is key to being able to predict the climate trajectory of the 21st century. In this study, MODerate resolution Imaging Spectroradiometer (MODIS), on board EOS Aqua spacecraft, Level 2 (nominal 1 km x 1 km resolution) chlorophyll-a (CSat) and Particulate Organic Carbon (POCsat) products are evaluated by comparison with an in situ dataset from 11 research cruises (2008-2017) to the SO, across multiple seasons, which includes measurements of POC and chlorophyll-a (Cin) from both High Performance Liquid Chromatography (CHPLC) and fluorometry (CFluo). Contrary to a number of previous studies, results highlighted good performance of the algorithm in the SO when comparing estimations with HPLC measurements. Using a time window of +/- 12 h and a mean satellite chlorophyll from a 5 x 5 pixel box centered on the in situ location, the median CSat:Cinsitu ratios were 0.89 (N = 46) and 0.49 (N = 73) for CHPLC and CFluo respectively. Differences between CHPLC and CFluo were associated with the presence of diatoms containing chlorophyll-c pigments, which induced an overestimation of chlorophyll-a when measured fluorometrically due to a potential overlap of the chlorophyll-a and chlorophyll-c emission spectra. An underestimation of similar to 0.13 mg m-3 was observed for the global POC algorithm. This error was likely due to an overestimate of in situ POCinsitu measurements from the impact of dissolved organic carbon not accounted for in the blank correction. These results highlight the important implications of different in situ methodologies when validating ocean colour products.
1.CSIR, SOCCO, ZA-7700 Cape Town, South Africa 2.Univ Cape Town, Dept Oceanog, ZA-7701 Cape Town, South Africa 3.Univ Cape Town, Marine Res Inst MaRe, ZA-7701 Cape Town, South Africa 4.CSIR, Earth Observ, ZA-7700 Cape Town, South Africa 5.NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA 6.SSAI Inc, 10210 Greenbelt Rd,Suite 600, Lanham, MD 20706 USA
Recommended Citation:
Moutier, William,Thomalla, Sandy J.,Bernard, Stewart,et al. Evaluation of Chlorophyll-a and POC MODIS Aqua Products in the Southern Ocean[J]. REMOTE SENSING,2019-01-01,11(15)