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Title

A global monthly climatology of oceanic total dissolved inorganic carbon: a neural network approach [Dataset]

AuthorsBroullón, Daniel; Pérez, Fiz F. ; Velo, A. ; Hoppema, M.; Olsen, Are ; Takahashi, Taro; Key, Robert M.; Tanhua, T.; Santana-Casiano, Magdalena; Kozyr, Alex
KeywordsTotal dissolved inorganic carbon
Monthly climatology
Neural network
Ocean acidification
Issue Date2020
CitationDaniel Broullón, Fiz F. Pérez, Antón Velo, Mario Hoppema, Are Olsen, Taro Takahashi, Robert M. Key, Toste Tanhua, Juana Magdalena Santana-Casiano and Alex Kozyr; 2020; "A global monthly climatology of oceanic total dissolved inorganic carbon: a neural network approach [Dataset]"; Digital.CSIC; http://dx.doi.org/10.20350/digitalCSIC/10551
DescriptionThe item is made of 6 files: 1) README.txt; 2) TCO2_NNGv2LDEO_climatology.nc contains the climatology of TCO2 centered in 1995 and computed with NNGv2LDEO in netcdf4 format; 3) pCO2_NNGv2LDEO_climatology.nc contains the climatology of pCO2 centered in 1995 and computed with NNGv2LDEO and NNGv2 of Broullón et al. (2019) in netcdf4 format ; 4) NNGv2LDEO.mat is the neural network object used to create the climatology of TCO2; 5) TCO2NNWOA13.mp4 is a video of the surface climatology, 3 vertical sections in the Pacific Ocean, Atlantic Ocean and Indian Ocean and, the variation in depth of one month (April); 6) Example.rar contains an example matrix of inputs and targets to the neural network, the NNGv2LDEO.mat and a MATLAB script to compute TCO2 with NNGv2LDEO
URIhttp://hdl.handle.net/10261/200537
DOIhttp://dx.doi.org/10.20350/digitalCSIC/10551
Appears in Collections:(IIM) Conjuntos de datos

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File Description SizeFormat 
NNGv2LDEO.mat28,02 kBUnknownView/Open
pCO2_NNGv2LDEO_climatology.nc5,69 MBUnknownView/Open
README_global_monthly_2020.txt1,74 kBTextView/Open
TCO2_NNGv2LDEO_climatology.nc589,73 MBUnknownView/Open
TCO2NNGv2LDEO.mp431,08 MBUnknownView/Open
Example.rar59,06 kBUnknownView/Open
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