RFR-CCS: A monthly surface pCO2 product for the California Current Large Marine Ecosystem
Authors/Creators
- 1. University of Washington CICOES - NOAA PMEL
- 2. NOAA PMEL
- 3. University of Maryland
Description
Description
RFR-CCS is a monthly data product of surface pCO2 for the California Current Large Marine Ecosystem. It was built using pCO2 observations from the Surface Ocean CO2 Atlas, fit against a variety of driver variables (sources of which are listed below) using a Random Forest Regression, and provided on a 0.25 degree resolution grid from January 1998 to December 2020.
Citation
If using this product, please also cite the original manuscript:
Sharp, J.D., Fassbender, A.J., Carter, B.C., Lavin, P.D., and Sutton, A.J. A monthly surface pCO2 product for the California Current Large Marine Ecosystem. Earth System Science Data, 14, 2081–2108, 2022. doi: 10.5194/essd-14-2081-2022.
Driver Variables (figshare)
1. Sea Surface Temperature: OISSTv2
2. Sea Surface Salinity: ECCO2
3. Chlorophyll-a: Oregon State (via NASA)
4. Wind Speed: ERA5
5. Atmospheric pCO2: NOAA MBL
6. Mixed Layer Depth: HYCOM
7. Distance from Shore: Calculated from latitude and longitude (dist2coast, Climate Data Toolbox)
8. Year
9. Month of Year
Files
Files
(168.7 MB)
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md5:cbe250b6eb4cad0c88fbe3b2fd711e68
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md5:8b05b07fefdce4849544a9a888f17d03
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111.3 MB | Download |