期刊
MARINE ECOLOGY PROGRESS SERIES
卷 536, 期 -, 页码 107-121出版社
INTER-RESEARCH
DOI: 10.3354/meps11396
关键词
Sea ice algae; Chl a; Bio-optics; Normalised difference index; Weddell Sea; East Antarctica
资金
- Australian government's Cooperative Research Centre Program through the Antarctic Climate and Ecosystems Cooperative Research Centre (ACE CRC)
- Australian government's Cooperative Research Centre Program through the Australian Antarctic Science Program [2767, 4073]
The presence of algal pigments in sea ice alters under-ice irradiance spectra, and the relationship between these variables can be used as a non-invasive means for estimating ice-associated algal biomass on ecologically relevant spatial and temporal scales. While the influence of snow cover and ice algal biomass on spectra transmitted through the snow-ice matrix has been examined for the Arctic, it has not been tested for Antarctic sea ice at regional scales. We used paired measurements of sea ice core chl a concentrations and hyperspectral-transmitted under-ice irradiances from 59 sites sampled off East Antarctica and in the Weddell Sea to develop algorithms for estimating algal biomass in Antarctic pack ice. We compared 4 approaches that have been used in various bio-optical studies for marine systems: normalised difference indices, ratios of spectral irradiance, scaled band area and empirical orthogonal functions. The percentage of variance explained by these models ranged from 38 to 79%, with the best-performing approach being normalised difference indices. Given the low concentrations of integrated chl a observed in our study compared with previous studies, our statistical models performed surprisingly well in explaining variability in these concentrations. Our findings provide a basis for future work to develop methods for non-invasive time series measurements and medium-to large-scale spatial mapping of Antarctic ice algal biomass using instrumented underwater vehicles.
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