Articles | Volume 10, issue 11
Biogeosciences, 10, 7793–7815, 2013
https://doi.org/10.5194/bg-10-7793-2013

Special issue: Improving constraints on biospheric feedbacks in Earth system...

Biogeosciences, 10, 7793–7815, 2013
https://doi.org/10.5194/bg-10-7793-2013

Research article 29 Nov 2013

Research article | 29 Nov 2013

A neural network-based estimate of the seasonal to inter-annual variability of the Atlantic Ocean carbon sink

P. Landschützer et al.

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Cited articles

Amari, S., Murata, N., Müller, K.-R., Finke, M., and Yang, H. H.: Asymptotic Statistical Theory of Overtraining and Cross-Validation, IEEE T. Neural Networ., 8, 985–996, 1997.
Antonov, J. I., Seidov, D., Boyer, T. P., Locarnini, R. A., Mishonov, A. V., and Garcia, H. E.: World Ocean Atlas 2009, Volume 2: Salinity, NOAA Atlas NESDIS 69, U.S. Government Printing Office, Washington, DC, 2010.
Atlas, R., Hoffman, R. N., Ardizzone, J., Leidner, S. M., Jusem, J. C., Smith, D. K., and Gombos, D.: A cross-calibrated multiplatform ocean surface wind velocity product for meteorological and oceanographic applications, B. Am. Meteorol. Soc., 92, 157–174, 2011.
Bates, N. R.: Interannual variability of the oceanic CO2 sink in the subtropical gyre of the North Atlantic Ocean over the last 2 decades, J. Geophys. Res., 112, C09013, https://doi.org/10.1029/2006JC003759, 2007.
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