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International Comprehensive Ocean-Atmosphere Data Set (ICOADS)

Data provided by  National Oceanic and Atmospheric Administration

Surface marine observational records from ships, buoys, and other platform types are processed and binned creating monthly global and regional grids of the observations along with processing statistics such as stand deviation and number of obs. Data starts back as far as 1662 and some grids are update to the present.

About this Dataset

Updated: 2025-04-21
Metadata Last Updated: 2025-04-20T08:37:37.193Z
Date Created: N/A
Data Provided by:
Dataset Owner: N/A

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Title International Comprehensive Ocean-Atmosphere Data Set (ICOADS)
Description Surface marine observational records from ships, buoys, and other platform types are processed and binned creating monthly global and regional grids of the observations along with processing statistics such as stand deviation and number of obs. Data starts back as far as 1662 and some grids are update to the present.
Modified 2025-04-20T08:37:37.193Z
Publisher Name N/A
Contact N/A
Keywords Air Temperature Monthly Long Term Mean at Surface , Relative Humidity Monthly Long Term Mean at Surface , Sea Surface Temperature Monthly Long Term Mean at Surface , Specific Humidity Monthly Long Term Mean at Surface , v-wind pseudoStress Monthly Long Term Mean at Surface , Sensible Heat Parameter Monthly Long Term Mean at Surface , Cloudiness Monthly Long Term Mean at Surface , Latent Heat Parameter Monthly Long Term Mean at Surface , Sea Level Pressure Monthly Long Term Mean at Surface , Scalar Wind Monthly Long Term Mean at Surface , u-wind Monthly Long Term Mean at Surface , v-wind Monthly Long Term Mean at Surface , u-wind pseudoStress Monthly Long Term Mean at Surface , u-wind Stress Monthly Mean_day at Surface , Scalar Wind Cubed Monthly Mean at Surface , Specific Humidity Monthly Mean_lat (Off SW Corner) at Surface , Sea Level Pressure Monthly Mean_day at Surface , v-wind Stress Monthly Day_fraction at Surface , Sensible Heat Trans Northward Param Monthly Standard Deviation at Surface , u-wind Monthly Mean_day at Surface , Scalar Wind Cubed Monthly Mean_lon (Off SW Corner) at Surface , Cloudiness Monthly Standard Deviation at Surface , Air Temperature Monthly 3rd Sextile at Surface , Meridional Latent Heat Parameter Monthly Number of Observations at Surface , Sensible Heat Trans Eastward Param Monthly Mean_day at Surface , Scalar Wind Cubed Monthly Day_fraction at Surface , Sensible Heat Parameter Monthly 5th Sextile at Surface , v-wind Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Northward Param Monthly 3rd Sextile at Surface , Zonal Latent Heat Parameter Monthly 3rd Sextile at Surface , Sea Surface Temperature Monthly 3rd Sextile at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lon (Off SW Corner) at Surface , Sea Level Pressure Monthly Mean at Surface , Specific Humidity Monthly Day_fraction at Surface , Sensible Heat Trans Northward Param Monthly Mean at Surface , Scalar Wind Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Trans Northward Param Monthly Mean at Surface , Meridional Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Parameter Monthly Number of Observations at Surface , Sea Surface Temperature Monthly Day_fraction at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_day at Surface , Scalar Wind Monthly Mean_day at Surface , Sea Surface Temperature Monthly 1st Sextile at Surface , Sensible Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , v-wind Monthly 5th Sextile at Surface , Specific Humidity Monthly Number of Observations at Surface , Sensible Heat Parameter Monthly Standard Deviation at Surface , Zonal Latent Heat Parameter Monthly 1st Sextile at Surface , Latent Heat Trans Northward Param Monthly 1st Sextile at Surface , Latent Heat Trans Eastward Param Monthly 5th Sextile at Surface , Cloudiness Monthly Number of Observations at Surface , Meridional Latent Heat Parameter Monthly 5th Sextile at Surface , Scalar Wind Monthly Day_fraction at Surface , Air Temperature Monthly Day_fraction at Surface , Sea Level Pressure Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Monthly Mean at Surface , u-wind Monthly Mean_lon (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Standard Deviation at Surface , Scalar Wind Cubed Monthly Mean_day at Surface , u-wind Stress Monthly Number of Observations at Surface , Sensible Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface , Air Temperature Monthly 1st Sextile at Surface , Specific Humidity Monthly 5th Sextile at Surface , u-wind Stress Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Trans Eastward Param Monthly Day_fraction at Surface , Sea-air Temperature Difference Monthly Standard Deviation at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Number of Observations at Surface , Sensible Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface , Specific Humidity Monthly 1st Sextile at Surface , Air Temperature Monthly 5th Sextile at Surface , Scalar Wind Cubed Monthly Standard Deviation at Surface , Sea Surface Temperature Monthly Mean at Surface , Latent Heat Trans Northward Param Monthly Standard Deviation at Surface , Sea-air Temperature Difference Monthly Mean_day at Surface , Latent Heat Trans Eastward Param Monthly Number of Observations at Surface , Relative Humidity Monthly Mean_day at Surface , v-wind Stress Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Trans Eastward Param Monthly Number of Observations at Surface , v-wind Monthly 1st Sextile at Surface , u-wind Stress Monthly Day_fraction at Surface , Sea Surface Temperature Monthly 5th Sextile at Surface , Air Temperature Monthly Standard Deviation at Surface , Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Mean at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Day_fraction at Surface , Sensible Heat Parameter Monthly 3rd Sextile at Surface , Latent Heat Trans Eastward Param Monthly 1st Sextile at Surface , Meridional Latent Heat Parameter Monthly 1st Sextile at Surface , v-wind Monthly Number of Observations at Surface , Zonal Latent Heat Parameter Monthly 5th Sextile at Surface , Latent Heat Trans Northward Param Monthly 5th Sextile at Surface , u-wind Monthly Mean at Surface , Cloudiness Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Parameter Monthly Mean_day at Surface , Latent Heat Parameter Monthly Day_fraction at Surface , v-wind Stress Monthly Standard Deviation at Surface , v-wind Stress Monthly Mean at Surface , Meridional Latent Heat Parameter Monthly 3rd Sextile at Surface , Latent Heat Trans Eastward Param Monthly 3rd Sextile at Surface , Sensible Heat Parameter Monthly 1st Sextile at Surface , Sea Surface Temperature Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Northward Param Monthly Day_fraction at Surface , Cloudiness Monthly Mean_day at Surface , v-wind Monthly 3rd Sextile at Surface , Relative Humidity Monthly Mean at Surface , Latent Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Sea-air Temperature Difference Monthly Mean_lon (Off SW Corner) at Surface , Air Temperature Monthly Mean_lat (Off SW Corner) at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Standard Deviation at Surface , Scalar Wind Monthly Standard Deviation at Surface , Relative Humidity Monthly Mean_lon (Off SW Corner) at Surface , Air Temperature Monthly Number of Observations at Surface , v-wind Stress Monthly Mean_day at Surface , Sea-air Temperature Difference Monthly Mean at Surface , Latent Heat Parameter Monthly Number of Observations at Surface , Sensible Heat Trans Northward Param Monthly Mean_day at Surface , Sensible Heat Parameter Monthly Day_fraction at Surface , v-wind Monthly Day_fraction at Surface , Specific Humidity Monthly 3rd Sextile at Surface , v-wind Monthly Mean_lon (Off SW Corner) at Surface , Sea Surface Temperature Monthly Standard Deviation at Surface , Specific Humidity Monthly Mean at Surface , Sea-air Temperature Difference Monthly Day_fraction at Surface , Sensible Heat Trans Eastward Param Monthly Standard Deviation at Surface , Meridional Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Parameter Monthly Mean_day at Surface , Latent Heat Parameter Monthly 1st Sextile at Surface , Cloudiness Monthly 1st Sextile at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lat (Off SW Corner) at Surface , Cloudiness Monthly Mean at Surface , Scalar Wind Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Trans Eastward Param Monthly 5th Sextile at Surface , Sensible Heat Trans Northward Param Monthly 1st Sextile at Surface , Specific Humidity Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Monthly Number of Observations at Surface , Sea Level Pressure Monthly 5th Sextile at Surface , u-wind Stress Monthly Mean at Surface , u-wind Monthly 5th Sextile at Surface , Scalar Wind Cubed Monthly Mean_lat (Off SW Corner) at Surface , Sea Level Pressure Monthly Day_fraction at Surface , Sea-air Temperature Difference Monthly 3rd Sextile at Surface , Relative Humidity Monthly 3rd Sextile at Surface , u-wind Stress Monthly 5th Sextile at Surface , v-wind Stress Monthly 1st Sextile at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean at Surface , Relative Humidity Monthly 1st Sextile at Surface , Sea-air Temperature Difference Monthly 1st Sextile at Surface , Sensible Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface , Scalar Wind Cubed Monthly Number of Observations at Surface , Sea Level Pressure Monthly Mean_lat (Off SW Corner) at Surface , v-wind Stress Monthly 3rd Sextile at Surface , u-wind Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Trans Northward Param Monthly 3rd Sextile at Surface , Scalar Wind Cubed Monthly 5th Sextile at Surface , v-wind Monthly Standard Deviation at Surface , Specific Humidity Monthly Mean_day at Surface , u-wind Stress Monthly Mean_lat (Off SW Corner) at Surface , Meridional Latent Heat Parameter Monthly Mean at Surface , Latent Heat Parameter Monthly 3rd Sextile at Surface , Meridional Latent Heat Parameter Monthly Mean_day at Surface , Latent Heat Trans Eastward Param Monthly Mean_day at Surface , Meridional Latent Heat Parameter Monthly Standard Deviation at Surface , Sensible Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Trans Northward Param Monthly Day_fraction at Surface , Cloudiness Monthly 3rd Sextile at Surface , v-wind Monthly Mean_day at Surface , Latent Heat Parameter Monthly Standard Deviation at Surface , Meridional Latent Heat Parameter Monthly Day_fraction at Surface , Sensible Heat Trans Northward Param Monthly Number of Observations at Surface , Sea Level Pressure Monthly Number of Observations at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly 5th Sextile at Surface , Latent Heat Trans Northward Param Monthly Number of Observations at Surface , Scalar Wind Monthly 5th Sextile at Surface , Sensible Heat Parameter Monthly Mean at Surface , u-wind Monthly Standard Deviation at Surface , v-wind Stress Monthly Number of Observations at Surface , Latent Heat Trans Northward Param Monthly Mean_day at Surface , Zonal Latent Heat Parameter Monthly Mean_day at Surface , Sea Level Pressure Monthly Standard Deviation at Surface , Sea Surface Temperature Monthly Mean_day at Surface , Scalar Wind Monthly 1st Sextile at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly 1st Sextile at Surface , Latent Heat Trans Eastward Param Monthly Standard Deviation at Surface , Cloudiness Monthly Mean_lat (Off SW Corner) at Surface , Relative Humidity Monthly Number of Observations at Surface , Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , u-wind Stress Monthly 3rd Sextile at Surface , u-wind Monthly Day_fraction at Surface , Sensible Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface , Air Temperature Monthly Mean at Surface , Sea-air Temperature Difference Monthly 5th Sextile at Surface , Sea-air Temperature Difference Monthly Number of Observations at Surface , Latent Heat Parameter Monthly Mean at Surface , Relative Humidity Monthly 5th Sextile at Surface , Sea Level Pressure Monthly 3rd Sextile at Surface , v-wind Stress Monthly Mean_lat (Off SW Corner) at Surface , Cloudiness Monthly Day_fraction at Surface , u-wind Monthly 3rd Sextile at Surface , Air Temperature Monthly Mean_day at Surface , Sensible Heat Trans Eastward Param Monthly 3rd Sextile at Surface , Scalar Wind Cubed Monthly 1st Sextile at Surface , Zonal Latent Heat Parameter Monthly Day_fraction at Surface , u-wind Monthly 1st Sextile at Surface , u-wind Stress Monthly Standard Deviation at Surface , Sea Level Pressure Monthly 1st Sextile at Surface , Scalar Wind Cubed Monthly 3rd Sextile at Surface , Sensible Heat Trans Northward Param Monthly 5th Sextile at Surface , Sensible Heat Trans Eastward Param Monthly 1st Sextile at Surface , Air Temperature Monthly Mean_lon (Off SW Corner) at Surface , Sea-air Temperature Difference Monthly Mean_lat (Off SW Corner) at Surface , Relative Humidity Monthly Mean_lat (Off SW Corner) at Surface , Sea Surface Temperature Monthly Number of Observations at Surface , Latent Heat Trans Eastward Param Monthly Mean at Surface , v-wind Stress Monthly 5th Sextile at Surface , u-wind Stress Monthly 1st Sextile at Surface , Sensible Heat Trans Eastward Param Monthly Mean at Surface , Sensible Heat Trans Eastward Param Monthly Day_fraction at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly 3rd Sextile at Surface , Sea Surface Temperature Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Monthly 3rd Sextile at Surface , Relative Humidity Monthly Day_fraction at Surface , Specific Humidity Monthly Standard Deviation at Surface , Relative Humidity Monthly Standard Deviation at Surface , Zonal Latent Heat Parameter Monthly Number of Observations at Surface , Cloudiness Monthly 5th Sextile at Surface , v-wind Monthly Mean at Surface , Latent Heat Parameter Monthly 5th Sextile at Surface , u-wind Monthly Number of Observations at Surface , Latent Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Long Term Mean Latent Heat Trans Eastward Param Monthly Mean at Surface , Long Term Mean Latent Heat Trans Northward Param Monthly Mean at Surface , Long Term Mean Sat Sp Hum at Sst Minus Sp Hum Monthly Mean at Surface , Long Term Mean Sea-air Temperature Difference Monthly Mean at Surface , Long Term Mean Sensible Heat Trans Northward Param Monthly Mean at Surface , Long Term Mean u-wind Stress Monthly Mean at Surface , Long Term Mean v-wind Stress Monthly Mean at Surface , Long Term Mean Zonal Latent Heat Parameter Monthly Mean at Surface , Long Term Mean Meridional Latent Heat Parameter Monthly Mean at Surface , Long Term Mean Sensible Heat Trans Eastward Param Monthly Mean at Surface , Long Term Mean Scalar Wind Cubed Monthly Mean at Surface , v-wind Stress Monthly Percentage of Years in Climatology at Surface , Sensible Heat Trans Northward Param Monthly Percentage of Years in Climatology at Surface , Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface , Cloudiness Monthly Percentage of Years in Climatology at Surface , Sea Level Pressure Monthly Percentage of Years in Climatology at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Percentage of Years in Climatology at Surface , Relative Humidity Monthly Percentage of Years in Climatology at Surface , Sea-air Temperature Difference Monthly Percentage of Years in Climatology at Surface , Scalar Wind Cubed Monthly Percentage of Years in Climatology at Surface , Scalar Wind Monthly Percentage of Years in Climatology at Surface , u-wind Stress Monthly Percentage of Years in Climatology at Surface , Sensible Heat Trans Eastward Param Monthly Percentage of Years in Climatology at Surface , u-wind Monthly Percentage of Years in Climatology at Surface , Latent Heat Trans Northward Param Monthly Percentage of Years in Climatology at Surface , Zonal Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface , Meridional Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface , Latent Heat Trans Eastward Param Monthly Percentage of Years in Climatology at Surface , v-wind Monthly Percentage of Years in Climatology at Surface , Specific Humidity Monthly Percentage of Years in Climatology at Surface , Sea Surface Temperature Monthly Percentage of Years in Climatology at Surface , Air Temperature Monthly Percentage of Years in Climatology at Surface , Sensible Heat Parameter Monthly Percentage of Years in Climatology at Surface , v-wind Monthly Mean_lat (Off SW Corner) at Surface , Meridional Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface , Air Temperature Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Monthly Mean_lon (Off SW Corner) at Surface , Specific Humidity Monthly Mean_lat (Off SW Corner) at Surface , Sea Surface Temperature Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Cubed Monthly Mean_lon (Off SW Corner) at Surface , u-wind Stress Monthly Mean_lon (Off SW Corner) at Surface , u-wind Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Sea Level Pressure Monthly Mean_lat (Off SW Corner) at Surface , Cloudiness Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , v-wind Stress Monthly Mean_lon (Off SW Corner) at Surface , Sensible Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface , Relative Humidity Monthly Mean_lon (Off SW Corner) at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lat (Off SW Corner) at Surface , Sea-air Temperature Difference Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Scalar Wind Cubed Monthly Mean_lat (Off SW Corner) at Surface , Specific Humidity Monthly Mean_lon (Off SW Corner) at Surface , Sea Surface Temperature Monthly Mean_lat (Off SW Corner) at Surface , Meridional Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Air Temperature Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface , v-wind Monthly Mean_lon (Off SW Corner) at Surface , Scalar Wind Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , u-wind Monthly Mean_lat (Off SW Corner) at Surface , u-wind Stress Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface , v-wind Stress Monthly Mean_lat (Off SW Corner) at Surface , Sensible Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface , Sea Level Pressure Monthly Mean_lon (Off SW Corner) at Surface , Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface , Cloudiness Monthly Mean_lat (Off SW Corner) at Surface , Latent Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface , Zonal Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface , Relative Humidity Monthly Mean_lat (Off SW Corner) at Surface , Sea-air Temperature Difference Monthly Mean_lat (Off SW Corner) at Surface , Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lon (Off SW Corner) at Surface 
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        "Specific Humidity Monthly Number of Observations at Surface",
        "Sensible Heat Parameter Monthly Standard Deviation at Surface",
        "Zonal Latent Heat Parameter Monthly 1st Sextile at Surface",
        "Latent Heat Trans Northward Param Monthly 1st Sextile at Surface",
        "Latent Heat Trans Eastward Param Monthly 5th Sextile at Surface",
        "Cloudiness Monthly Number of Observations at Surface",
        "Meridional Latent Heat Parameter Monthly 5th Sextile at Surface",
        "Scalar Wind Monthly Day_fraction at Surface",
        "Air Temperature Monthly Day_fraction at Surface",
        "Sea Level Pressure Monthly Mean_lon (Off SW Corner) at Surface",
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        "Specific Humidity Monthly 5th Sextile at Surface",
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        "Latent Heat Trans Eastward Param Monthly Day_fraction at Surface",
        "Sea-air Temperature Difference Monthly Standard Deviation at Surface",
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        "Sensible Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Specific Humidity Monthly 1st Sextile at Surface",
        "Air Temperature Monthly 5th Sextile at Surface",
        "Scalar Wind Cubed Monthly Standard Deviation at Surface",
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        "Latent Heat Trans Northward Param Monthly Standard Deviation at Surface",
        "Sea-air Temperature Difference Monthly Mean_day at Surface",
        "Latent Heat Trans Eastward Param Monthly Number of Observations at Surface",
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        "Latent Heat Trans Northward Param Monthly 5th Sextile at Surface",
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        "Latent Heat Parameter Monthly Mean_day at Surface",
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        "v-wind Stress Monthly Standard Deviation at Surface",
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        "Sensible Heat Parameter Monthly 1st Sextile at Surface",
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        "Relative Humidity Monthly Mean at Surface",
        "Latent Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Zonal Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea-air Temperature Difference Monthly Mean_lon (Off SW Corner) at Surface",
        "Air Temperature Monthly Mean_lat (Off SW Corner) at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Standard Deviation at Surface",
        "Scalar Wind Monthly Standard Deviation at Surface",
        "Relative Humidity Monthly Mean_lon (Off SW Corner) at Surface",
        "Air Temperature Monthly Number of Observations at Surface",
        "v-wind Stress Monthly Mean_day at Surface",
        "Sea-air Temperature Difference Monthly Mean at Surface",
        "Latent Heat Parameter Monthly Number of Observations at Surface",
        "Sensible Heat Trans Northward Param Monthly Mean_day at Surface",
        "Sensible Heat Parameter Monthly Day_fraction at Surface",
        "v-wind Monthly Day_fraction at Surface",
        "Specific Humidity Monthly 3rd Sextile at Surface",
        "v-wind Monthly Mean_lon (Off SW Corner) at Surface",
        "Sea Surface Temperature Monthly Standard Deviation at Surface",
        "Specific Humidity Monthly Mean at Surface",
        "Sea-air Temperature Difference Monthly Day_fraction at Surface",
        "Sensible Heat Trans Eastward Param Monthly Standard Deviation at Surface",
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        "Latent Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Sensible Heat Parameter Monthly Mean_day at Surface",
        "Latent Heat Parameter Monthly 1st Sextile at Surface",
        "Cloudiness Monthly 1st Sextile at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lat (Off SW Corner) at Surface",
        "Cloudiness Monthly Mean at Surface",
        "Scalar Wind Monthly Mean_lat (Off SW Corner) at Surface",
        "Sensible Heat Trans Eastward Param Monthly 5th Sextile at Surface",
        "Sensible Heat Trans Northward Param Monthly 1st Sextile at Surface",
        "Specific Humidity Monthly Mean_lon (Off SW Corner) at Surface",
        "Scalar Wind Monthly Number of Observations at Surface",
        "Sea Level Pressure Monthly 5th Sextile at Surface",
        "u-wind Stress Monthly Mean at Surface",
        "u-wind Monthly 5th Sextile at Surface",
        "Scalar Wind Cubed Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea Level Pressure Monthly Day_fraction at Surface",
        "Sea-air Temperature Difference Monthly 3rd Sextile at Surface",
        "Relative Humidity Monthly 3rd Sextile at Surface",
        "u-wind Stress Monthly 5th Sextile at Surface",
        "v-wind Stress Monthly 1st Sextile at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Mean at Surface",
        "Relative Humidity Monthly 1st Sextile at Surface",
        "Sea-air Temperature Difference Monthly 1st Sextile at Surface",
        "Sensible Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Scalar Wind Cubed Monthly Number of Observations at Surface",
        "Sea Level Pressure Monthly Mean_lat (Off SW Corner) at Surface",
        "v-wind Stress Monthly 3rd Sextile at Surface",
        "u-wind Monthly Mean_lat (Off SW Corner) at Surface",
        "Sensible Heat Trans Northward Param Monthly 3rd Sextile at Surface",
        "Scalar Wind Cubed Monthly 5th Sextile at Surface",
        "v-wind Monthly Standard Deviation at Surface",
        "Specific Humidity Monthly Mean_day at Surface",
        "u-wind Stress Monthly Mean_lat (Off SW Corner) at Surface",
        "Meridional Latent Heat Parameter Monthly Mean at Surface",
        "Latent Heat Parameter Monthly 3rd Sextile at Surface",
        "Meridional Latent Heat Parameter Monthly Mean_day at Surface",
        "Latent Heat Trans Eastward Param Monthly Mean_day at Surface",
        "Meridional Latent Heat Parameter Monthly Standard Deviation at Surface",
        "Sensible Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "Sensible Heat Trans Northward Param Monthly Day_fraction at Surface",
        "Cloudiness Monthly 3rd Sextile at Surface",
        "v-wind Monthly Mean_day at Surface",
        "Latent Heat Parameter Monthly Standard Deviation at Surface",
        "Meridional Latent Heat Parameter Monthly Day_fraction at Surface",
        "Sensible Heat Trans Northward Param Monthly Number of Observations at Surface",
        "Sea Level Pressure Monthly Number of Observations at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly 5th Sextile at Surface",
        "Latent Heat Trans Northward Param Monthly Number of Observations at Surface",
        "Scalar Wind Monthly 5th Sextile at Surface",
        "Sensible Heat Parameter Monthly Mean at Surface",
        "u-wind Monthly Standard Deviation at Surface",
        "v-wind Stress Monthly Number of Observations at Surface",
        "Latent Heat Trans Northward Param Monthly Mean_day at Surface",
        "Zonal Latent Heat Parameter Monthly Mean_day at Surface",
        "Sea Level Pressure Monthly Standard Deviation at Surface",
        "Sea Surface Temperature Monthly Mean_day at Surface",
        "Scalar Wind Monthly 1st Sextile at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly 1st Sextile at Surface",
        "Latent Heat Trans Eastward Param Monthly Standard Deviation at Surface",
        "Cloudiness Monthly Mean_lat (Off SW Corner) at Surface",
        "Relative Humidity Monthly Number of Observations at Surface",
        "Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "u-wind Stress Monthly 3rd Sextile at Surface",
        "u-wind Monthly Day_fraction at Surface",
        "Sensible Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Air Temperature Monthly Mean at Surface",
        "Sea-air Temperature Difference Monthly 5th Sextile at Surface",
        "Sea-air Temperature Difference Monthly Number of Observations at Surface",
        "Latent Heat Parameter Monthly Mean at Surface",
        "Relative Humidity Monthly 5th Sextile at Surface",
        "Sea Level Pressure Monthly 3rd Sextile at Surface",
        "v-wind Stress Monthly Mean_lat (Off SW Corner) at Surface",
        "Cloudiness Monthly Day_fraction at Surface",
        "u-wind Monthly 3rd Sextile at Surface",
        "Air Temperature Monthly Mean_day at Surface",
        "Sensible Heat Trans Eastward Param Monthly 3rd Sextile at Surface",
        "Scalar Wind Cubed Monthly 1st Sextile at Surface",
        "Zonal Latent Heat Parameter Monthly Day_fraction at Surface",
        "u-wind Monthly 1st Sextile at Surface",
        "u-wind Stress Monthly Standard Deviation at Surface",
        "Sea Level Pressure Monthly 1st Sextile at Surface",
        "Scalar Wind Cubed Monthly 3rd Sextile at Surface",
        "Sensible Heat Trans Northward Param Monthly 5th Sextile at Surface",
        "Sensible Heat Trans Eastward Param Monthly 1st Sextile at Surface",
        "Air Temperature Monthly Mean_lon (Off SW Corner) at Surface",
        "Sea-air Temperature Difference Monthly Mean_lat (Off SW Corner) at Surface",
        "Relative Humidity Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea Surface Temperature Monthly Number of Observations at Surface",
        "Latent Heat Trans Eastward Param Monthly Mean at Surface",
        "v-wind Stress Monthly 5th Sextile at Surface",
        "u-wind Stress Monthly 1st Sextile at Surface",
        "Sensible Heat Trans Eastward Param Monthly Mean at Surface",
        "Sensible Heat Trans Eastward Param Monthly Day_fraction at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly 3rd Sextile at Surface",
        "Sea Surface Temperature Monthly Mean_lon (Off SW Corner) at Surface",
        "Scalar Wind Monthly 3rd Sextile at Surface",
        "Relative Humidity Monthly Day_fraction at Surface",
        "Specific Humidity Monthly Standard Deviation at Surface",
        "Relative Humidity Monthly Standard Deviation at Surface",
        "Zonal Latent Heat Parameter Monthly Number of Observations at Surface",
        "Cloudiness Monthly 5th Sextile at Surface",
        "v-wind Monthly Mean at Surface",
        "Latent Heat Parameter Monthly 5th Sextile at Surface",
        "u-wind Monthly Number of Observations at Surface",
        "Latent Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Zonal Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "Long Term Mean Latent Heat Trans Eastward Param Monthly Mean at Surface",
        "Long Term Mean Latent Heat Trans Northward Param Monthly Mean at Surface",
        "Long Term Mean Sat Sp Hum at Sst Minus Sp Hum Monthly Mean at Surface",
        "Long Term Mean Sea-air Temperature Difference Monthly Mean at Surface",
        "Long Term Mean Sensible Heat Trans Northward Param Monthly Mean at Surface",
        "Long Term Mean u-wind Stress Monthly Mean at Surface",
        "Long Term Mean v-wind Stress Monthly Mean at Surface",
        "Long Term Mean Zonal Latent Heat Parameter Monthly Mean at Surface",
        "Long Term Mean Meridional Latent Heat Parameter Monthly Mean at Surface",
        "Long Term Mean Sensible Heat Trans Eastward Param Monthly Mean at Surface",
        "Long Term Mean Scalar Wind Cubed Monthly Mean at Surface",
        "v-wind Stress Monthly Percentage of Years in Climatology at Surface",
        "Sensible Heat Trans Northward Param Monthly Percentage of Years in Climatology at Surface",
        "Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface",
        "Cloudiness Monthly Percentage of Years in Climatology at Surface",
        "Sea Level Pressure Monthly Percentage of Years in Climatology at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Percentage of Years in Climatology at Surface",
        "Relative Humidity Monthly Percentage of Years in Climatology at Surface",
        "Sea-air Temperature Difference Monthly Percentage of Years in Climatology at Surface",
        "Scalar Wind Cubed Monthly Percentage of Years in Climatology at Surface",
        "Scalar Wind Monthly Percentage of Years in Climatology at Surface",
        "u-wind Stress Monthly Percentage of Years in Climatology at Surface",
        "Sensible Heat Trans Eastward Param Monthly Percentage of Years in Climatology at Surface",
        "u-wind Monthly Percentage of Years in Climatology at Surface",
        "Latent Heat Trans Northward Param Monthly Percentage of Years in Climatology at Surface",
        "Zonal Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface",
        "Meridional Latent Heat Parameter Monthly Percentage of Years in Climatology at Surface",
        "Latent Heat Trans Eastward Param Monthly Percentage of Years in Climatology at Surface",
        "v-wind Monthly Percentage of Years in Climatology at Surface",
        "Specific Humidity Monthly Percentage of Years in Climatology at Surface",
        "Sea Surface Temperature Monthly Percentage of Years in Climatology at Surface",
        "Air Temperature Monthly Percentage of Years in Climatology at Surface",
        "Sensible Heat Parameter Monthly Percentage of Years in Climatology at Surface",
        "v-wind Monthly Mean_lat (Off SW Corner) at Surface",
        "Meridional Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "Latent Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Air Temperature Monthly Mean_lon (Off SW Corner) at Surface",
        "Scalar Wind Monthly Mean_lon (Off SW Corner) at Surface",
        "Specific Humidity Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea Surface Temperature Monthly Mean_lon (Off SW Corner) at Surface",
        "Scalar Wind Cubed Monthly Mean_lon (Off SW Corner) at Surface",
        "u-wind Stress Monthly Mean_lon (Off SW Corner) at Surface",
        "u-wind Monthly Mean_lon (Off SW Corner) at Surface",
        "Sensible Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Sensible Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea Level Pressure Monthly Mean_lat (Off SW Corner) at Surface",
        "Cloudiness Monthly Mean_lon (Off SW Corner) at Surface",
        "Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "v-wind Stress Monthly Mean_lon (Off SW Corner) at Surface",
        "Sensible Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Relative Humidity Monthly Mean_lon (Off SW Corner) at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea-air Temperature Difference Monthly Mean_lon (Off SW Corner) at Surface",
        "Latent Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Zonal Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "Scalar Wind Cubed Monthly Mean_lat (Off SW Corner) at Surface",
        "Specific Humidity Monthly Mean_lon (Off SW Corner) at Surface",
        "Sea Surface Temperature Monthly Mean_lat (Off SW Corner) at Surface",
        "Meridional Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "Air Temperature Monthly Mean_lat (Off SW Corner) at Surface",
        "Latent Heat Trans Eastward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "v-wind Monthly Mean_lon (Off SW Corner) at Surface",
        "Scalar Wind Monthly Mean_lat (Off SW Corner) at Surface",
        "Sensible Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "u-wind Monthly Mean_lat (Off SW Corner) at Surface",
        "u-wind Stress Monthly Mean_lat (Off SW Corner) at Surface",
        "Sensible Heat Trans Eastward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "v-wind Stress Monthly Mean_lat (Off SW Corner) at Surface",
        "Sensible Heat Trans Northward Param Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea Level Pressure Monthly Mean_lon (Off SW Corner) at Surface",
        "Latent Heat Parameter Monthly Mean_lat (Off SW Corner) at Surface",
        "Cloudiness Monthly Mean_lat (Off SW Corner) at Surface",
        "Latent Heat Trans Northward Param Monthly Mean_lon (Off SW Corner) at Surface",
        "Zonal Latent Heat Parameter Monthly Mean_lon (Off SW Corner) at Surface",
        "Relative Humidity Monthly Mean_lat (Off SW Corner) at Surface",
        "Sea-air Temperature Difference Monthly Mean_lat (Off SW Corner) at Surface",
        "Sat Sp Hum at Sst Minus Sp Hum Monthly Mean_lon (Off SW Corner) at Surface"
    ]
}