Articles | Volume 10, issue 7
https://doi.org/10.5194/bg-10-4801-2013
https://doi.org/10.5194/bg-10-4801-2013
Research article
 | 
16 Jul 2013
Research article |  | 16 Jul 2013

Role of regression model selection and station distribution on the estimation of oceanic anthropogenic carbon change by eMLR

Y. Plancherel, K. B. Rodgers, R. M. Key, A. R. Jacobson, and J. L. Sarmiento

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Cited articles

Anderson, L. A. and Sarmiento, J. L. S.: Redfield ratios of remineralization determined by nutrient data analysis, Global Biogeochem. Cy., 8, 65–88, 1994.
Bates, N. R.: Interannual variability of oceanic CO2 and biogeochemical properties in the Western North Atlantic subtropical gyre, Deep-Sea Res. Pt. II, 48, 1507–1528, 2001.
Bates, N., Michaels, A., and Knap, A.: Seasonal and interannual variability of oceanic carbon dioxide species at the U.S. JGOFS Bermuda Atlantic Time-series Study (BATS) site, Deep-Sea Res. Pt. II, 43, 347–383, 1996.
Bender, M., Doney, S., R. A., Feely, Fung, I., Gruber, N., Harrison, D. E., Keeling, R., Moore, J. K., Sarmiento, J., Sarachik, E., Stephens, B. Takahashi, T., Tans, P., and Wanninkhof, R.: A large-scale CO2 observing plan: In situ oceans and atmosphere (LSCOP), OAR Special Report NTIS: PB2003-00377, NOAA/OAR/PMEL, Seattle, WA, 2002.
Brewer, P. G., Goyet, C., and Friederich, G.: Direct observation of the oceanic CO2 increase revisited, P. Natl. Acad. Sci. USA, 94, 8308–8313, 1997.
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