Estimating labile particulate iron concentrations in coastal waters from remote sensing data

被引:6
作者
McGaraghan, Anna R. [1 ]
Kudela, Raphael M. [1 ]
机构
[1] Univ Calif Santa Cruz, Dept Ocean Sci, Santa Cruz, CA 95064 USA
基金
美国国家科学基金会; 美国国家航空航天局;
关键词
UPWELLING REGIME; MONTEREY BAY; BACKSCATTERING RATIO; PARTICLE COMPOSITION; DIATOM BLOOMS; DOMOIC ACID; CALIFORNIA; PHYTOPLANKTON; DYNAMICS; NUTRIENT;
D O I
10.1029/2011JC006977
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
Owing to the difficulties inherent in measuring trace metals and the importance of iron as a limiting nutrient for biological systems, the ability to monitor particulate iron concentration remotely is desirable. This study examines the relationship between labile particulate iron, described here as weak acid leachable particulate iron or total dissolvable iron, and easily obtained bio-optical measurements. We develop a bio-optical proxy that can be used to estimate large-scale patterns of labile iron concentrations in surface waters, and we extend this by including other environmental variables in a multiple linear regression statistical model. By utilizing a ratio of optical backscatter and fluorescence obtained by satellite, we identify patterns in iron concentrations confirmed by traditional shipboard sampling. This basic relationship is improved with the addition of other environmental parameters in the statistical linear regression model. The optical proxy detects known temporal and spatial trends in average surface iron concentrations in Monterey Bay. The proxy is robust in that similar performance was obtained using two independent particulate iron data sets, but it exhibits weaker correlations than the full statistical model. This proxy will be a valuable tool for oceanographers seeking to monitor iron concentrations in coastal regions and allows for better understanding of the variability of labile particulate iron in surface waters to complement direct measurement of leachable particulate or total dissolvable iron.
引用
收藏
页数:15
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