Estimating temporal and spatial variation of ocean surface pCO2 in the North Pacific using a self-organizing map neural network technique

Autor: Nakaoka, S., Telszewski, M., Nojiri, Y., Yasunaka, S., Miyazaki, C., Mukai, H., Usui, N.

Publikováno v: Biogeosciences, Vol 10, Iss 9, Pp 6093-6106 (2013)

This study uses a neural network technique to produce maps of the partial pressure of oceanic carbon dioxide (pCO2sea) in the North Pacific on a 0.25° latitude × 0.25° longitude grid from 2002 to 2008. The pCO2sea distribution was computed using a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::001faabe9abc6eb1e1fb98bbad9e3e63
http://www.biogeosciences.net/10/6093/2013/bg-10-6093-2013.pdf

A Global Surface Ocean CO Climatology Based on a Feed-Forward Neural Network

Autor: Zeng, J., Nojiri, Y., Landschützer, P., Telszewski, M., Nakaoka, S.

A feed-forward neural network is used to create a monthly climatology of the sea surface fugacity of CO2 (fCO2) on a 1° × 1° spatial resolution. Using 127 880 data points from 1990 to 2011 in the track-gridded database of the Surface Ocean CO2 Atl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3c57601a8b7f1ebef322f29c0ab16e1a

Surface Ocean CO2 Atlas (SOCAT) gridded data products

Autor: Sabine, C. L., Hankin, S., Koyuk, H., Bakker, D. C. E., Pfeil, Benjamin, Olsen, Are, Metzl, N., Kozyr, A., Fassbender, A., Manke, A., Malczyk, J., Akl, J., Alin, S. R., Bellerby, Richard, Borges, A., Boutin, J., Brown, P. J., Cai, W.-J., Chavez, F. P., Chen, A., Cosca, C., Feely, R. A., González-Dávila, M., Goyet, C., Hardman-Mountford, N., Heinze, Christoph, Hoppema, M., Hunt, C. W., Hydes, D., Ishii, M., Johannessen, Truls, Key, R.M., Körtzinger, A., Landschützer, P., Lauvset, Siv Kari, Lefévre, N., Lenton, A., Lourantou, A., Merlivat, L., Midorikawa, T., Mintrop, L., Miyazaki, C., Murata, A., Nakadate, A., Nakano, Y., Nakaoka, S., Nojiri, Y., Omar, Abdirahman, Padin, X. A., Park, G.-H., Paterson, K., Perez, F. F., Pierrot, D., Poisson, A., Rios, A.F., Salisbury, J., Santana-Casiano, J. M:, Sarma, V. V. S. S., Schlitzer, R., Schneider, B., Schutser, U., Sieger, R., Skjelvan, Ingunn, Steinhoff, T., Suzuki, T., Takahashi, T., Tedesco, K., Telszewski, M., Thomas, H., Tilbrook, B., Vandemark, D., Veness, T., Watson, A. J., Weiss, R., Wong, C.S., Yoshikawa-Inoue, H.

Externí odkaz: https://hdl.handle.net/1956/12474

Estimating the monthly pCO2 distribution in the North Atlantic using a self-organizing neural network

Autor: Telszewski, M., Chazottes, A., Schuster, U., Watson, A. J., Moulin, C., Bakker, D. C. E., González-Dávila, M., Johannessen, T., Körtzinger, A., Lüger, H., Olsen, A., Omar, A., Padin, X. A., Ríos, A. F., Tobias Steinhoff, Santana-Casiano, M., Wallace, D. W. R., Wanninkhof, R.

Publikováno v: Biogeosciences
Biogeosciences, 2009, 6, pp.1405-1421. ⟨10.5194/bg-6-1405-200910.5194/bgd-6-3373-2009⟩
Scopus-Elsevier
Biogeosciences, Vol 6, Iss 8, Pp 1405-1421 (2009)

Here we present monthly, basin-wide maps of the partial pressure of carbon dioxide (pCO2) for the North Atlantic on a 1° latitude by 1° longitude grid for years 2004 through 2006 inclusive. The maps have been computed using a neural network techniq

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::229b32b4648fb92e7e8c5ff7b7f0cb54
https://hal.science/hal-04113594

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