AndreaBozzo/ceres-open-data-index huggingface dataset:
Research Ship Robert Gordon Sproul Underway Meteorological Data, Quality Controlled

Research Ship Robert Gordon Sproul Underway Meteorological Data (delayed ~10 days for quality control) are from the Shipboard Automated Meteorological and Oceanographic System (SAMOS) program.

IMPORTANT: ALWAYS USE THE QUALITY FLAG DATA! Each data variable's metadata includes a qcindex attribute which indicates a character number in the flag data.  ALWAYS check the flag data for each row of data to see which data is good (flag='Z') and which data isn't.  For example, to extract just data where time (qcindex=1), latitude (qcindex=2), longitude (qcindex=3), and airTemperature (qcindex=12) are 'good' data, include this constraint in your ERDDAP query:
 flag=~"ZZZ........Z.*"
in your query.
'=~' indicates this is a regular expression constraint.
The 'Z's are literal characters.  In this dataset, 'Z' indicates 'good' data.
The '.'s say to match any character.
The '*' says to match the previous character 0 or more times.
(Don't include backslashes in your query.)
See the tutorial for regular expressions at
https://www.vogella.com/tutorials/JavaRegularExpressions/article.html

Tags: air, air temperature, air_pressure, atmosphere, atmospheric, atmospheric pressure, atmospheric pressure measurements, atmospheric temperature, atmospheric water vapor, atmospheric winds, calender, conductivity, control, course, data, date, day, density, direction, earth, earth science, electrical, file, flags, from, fsu, gordon, ground, heading, history, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, oceans, over, platform, pressure, quality, relative, salinity, salinity/density, sea, sea level pressure, sea_water_temperature, seawater, speed, sproul, static, static pressure, surface, surface air temperature, surface winds, temperature, time, vapor, water, wind, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, Daytime, 2006-present (1 Day Composite)

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  Currently, only daytime imagery is supported.

Tags: altitude, aqua, center, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, day, daytime, degrees, earth science, flight, goddard, gsfc, imaging, latitude, longitude, mbsstd, moderate, modis, nasa, national, noaa, npp, ocean, ocean temperature, oceans, orbiting, pacific, partnership, polar, polar-orbiting, resolution, sea, sea surface temperature, sea_surface_temperature, space, spectroradiometer, sst, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present, Divergence and Modulus (1 Day)

NOAA CoastWatch distributes near real time divergence and modulus wind data originating with wind velocity measurements from the ASCAT instrument onboard EUMETSAT's Metop-B satellite.  ASCAT is a microwave scatterometer designed to measure surface winds over the global ocean.  Wind velocity is processed to wind divergence by NOAA CoastWatch. (This is a 1 day composite.)

Tags: advanced, altitude, ascat, coast, coastwatch, data, degrees, divergence, divergence_of_wind, earth science, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, noaa nmfs swfsc erd, node, nrt, ocean, ocean winds, oceans, organisation, qbdivw, real, satellites, scatterometer, surface, surface winds, time, wcn, west, wind, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, 2006-present, EXPERIMENTAL (3 Day Composite)

NOAA CoastWatch distributes chlorophyll-a concentration data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  The algorithm currently used in processing the water leaving radiance to chlorophyll concentration has not yet been accepted as science quality.  In addition, assumptions are made in the atmospheric correction in order to provide the data in a timely manner.

Tags: altitude, aqua, center, chemistry, chla, chlorophyll, chlorophyll-a, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, concentration, concentration_of_chlorophyll_in_sea_water, data, degrees, earth science, experimental, flight, goddard, gsfc, imaging, latitude, longitude, mbchla, moderate, modis, nasa, national, noaa, npp, ocean, ocean chemistry, ocean color, oceans, orbiting, pacific, partnership, polar, polar-orbiting, resolution, sea, seawater, space, spectroradiometer, time, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, L3SMI, Global, 4km, Science Quality, 2003-present (1 Day Composite), Lon0360

This dataset has Level 3, Standard Mapped Image, 4km, photosynthetically available radiation (PAR) data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  This is Science Quality data.  This is the August 2015 version of this dataset.

Tags: active, air, available, biology, biosphere, center, chemistry, chlorophyll, color, data, downwelling, earth science, flight, flux, frouin, goddard, group, gsfc, heat, heat flux, image, imaging, l3, latitude, level, level-3, longitude, mapped, moderate, modis, nasa, obpg, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean chemistry, ocean color, ocean optics, oceans, optics, par, photon, photosynthetic, photosynthetically, photosynthetically active radiation, processing, radiation, resolution, smi, space, spectroradiometer, standard, surface, surface_downwelling_photosynthetic_photon_flux_in_air, time, vegetation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Front Probability, GOES Imager, Western Hemisphere, 2007-2020, EXPERIMENTAL (5 Day Composite), Lon+/-180

The data indicates the probability of oceanic sea surface temperature fronts off the California coast. They were created using remote sensing sea surface temperature data from the GOES geostationary satellite. THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists. The data is unitless.

Tags: 5-day, altitude, circulation, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, experimental, front, fronts, goes, hemisphere, imager, latitude, longitude, meteorology, noaa, ocean, ocean circulation, oceans, probability, time, wcn, western
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, 0.0125Â°, West US, Day time (11 microns), 2002-present (3 Day Composite)

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.

Tags: altitude, aqua, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, day, degrees, earth science, imaging, latitude, longitude, microns, moderate, modis, mwsstd, national, noaa, node, npp, ocean, ocean temperature, oceans, orbiting, partnership, polar, polar-orbiting, resolution, sea, sea surface temperature, sea_surface_temperature, spectroradiometer, sst, surface, temperature, time, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Pathfinder Ver 5.2 (L3C), Day, Global, 0.0417Â°, 1981-2012, Science Quality (1 Day Composite)

Daytime measurements from the Advanced Very High Resolution Radiometer (AVHRR) Pathfinder Version 5.2 L3-Collated (L3C) sea surface temperature. This netCDF-4 file contains sea surface temperature (SST) data produced as part of the AVHRR Pathfinder SST Project. These data were created using Version 5.2 of the Pathfinder algorithm and the file is nearly but not completely compliant with the Global High-Resolution Sea Surface Temperature (GHRSST) Data Specifications V2.0 (GDS2).  The file does not encode time according to the GDS2 specifications, and the sses_bias and sses_standard_deviation variables are empty.  Full compliance with GDS2 specifications will be achieved in the future Pathfinder Version 6. These data were created as a partnership between the University of Miami and the US NOAA/National Oceanographic Data Center (NODC).
        
2014-02-11 Files downloaded from https://data.nodc.noaa.gov/pathfinder/Version5.2 to NOAA NMFS SWFSC ERD by erd.data@noaa.gov . Aggregated with reference times from the dates in the file names. Removed other, misleading time values from the file names and the data files. Removed empty sses_bias and sses_standard_deviation variables. Removed aerosol_dynamic_indicator because of incorrect add_offset and scale_factor in files from 1981 through 2000.

Tags: 10m, aerosol, analysis, area, atmosphere, atmospheric, atmospheric winds, avhrr, bias, climate, collated, cryosphere, data, deviation, difference, distribution, dynamic, earth science, estimate, extent, flag, flags, fraction, group for high resolution sea surface temperature, ice, ice distribution, ice extent, indicator, l2p, l3-collated, l3c, last, latitude, longitude, measurement, noaa, nodc, ocean, ocean temperature, oceans, pathfinder, quality, record, reference, sea, sea ice, sea surface temperature, sea_ice_area_fraction, sea_surface_skin_temperature, skin, speed, sses, sst, standard, statistics, surface, surface winds, temperature, time, version, wind, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Remote Sensing Reflectance at 667 nm, Aqua MODIS, NPP, East US, 2002-2012 (3 Day Composite)

MODIS measures the remote sensing reflectance (Rrs) at 667nm.  This can be used to view very high concentrations of phytoplankton in the very surface of the water.

Tags: 3-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, degrees, earth science, east, latitude, longitude, modis, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, radiance, reflectance, remote, sensing, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence, Aqua MODIS, NPP, 0.0125Â°, West US, 2002-present (1 Day Composite)

MODIS measures chlorophyll fluorescence, which gives insight into the physiology of phytoplankton in the ocean. When phytoplankton are under stress, the rate at which the fluoresce can be decoupled from the rate of photosynthetic productivity.

Tags: altitude, aqua, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, earth science, fluorescence, imaging, latitude, longitude, moderate, modis, mwcflh, national, noaa, node, npp, ocean, ocean optics, oceans, optical, optical properties, optics, orbiting, partnership, polar, polar-orbiting, properties, resolution, spectroradiometer, time, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, Gulf of Mexico, Nighttime (4 microns), 2002-2012 (Monthly Composite)

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.

Tags: altitude, aqua, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, gsfc, gulf, latitude, longitude, mexico, microns, modis, monthly, nasa, nighttime, npp, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, Metop-A ASCAT, 0.25Â°, Global, Near Real Time, 2009-present (1 Day), Lon+/-180

NOAA CoastWatch distributes near real time wind data originating with wind velocity measurements from the ASCAT instrument onboard EUMETSAT's Metop-A satellite.  ASCAT is a microwave scatterometer designed to measure surface winds over the global ocean.  Wind velocity is processed to wind divergence by NOAA CoastWatch. (This is a 1 day composite.)

Tags: advanced, altitude, ascat, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, earth science, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, node, nrt, ocean, ocean winds, oceans, organisation, qaux10, quality, real, satellites, scatterometer, surface, surface winds, time, wcn, west, wind, winds, x_wind, y_wind, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Diffuse Attenuation Coef. K490, Aqua MODIS, NPP, 0.0125Â°, West US, 2002-present (14 Day Composite), Lon+/-180

NASA distributes Diffuse Attenuation Coefficient at 490 nm Wavelength data from NASA's Aqua satellite.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.

Tags: altitude, aqua, attenuation, attenuation/transmission, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), coefficient, color, data, degrees, diffuse, earth science, imaging, k490, latitude, longitude, moderate, modis, mwk490, national, noaa, node, npp, ocean, ocean color, ocean optics, oceans, optics, orbiting, partnership, polar, polar-orbiting, resolution, spectroradiometer, time, transmission, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Pathfinder Ver 5.2 (L3C), Day, Global, 0.0417Â°, 1981-2012, Science Quality (1 Day Composite), Lon0360

Daytime measurements from the Advanced Very High Resolution Radiometer (AVHRR) Pathfinder Version 5.2 L3-Collated (L3C) sea surface temperature. This netCDF-4 file contains sea surface temperature (SST) data produced as part of the AVHRR Pathfinder SST Project. These data were created using Version 5.2 of the Pathfinder algorithm and the file is nearly but not completely compliant with the Global High-Resolution Sea Surface Temperature (GHRSST) Data Specifications V2.0 (GDS2).  The file does not encode time according to the GDS2 specifications, and the sses_bias and sses_standard_deviation variables are empty.  Full compliance with GDS2 specifications will be achieved in the future Pathfinder Version 6. These data were created as a partnership between the University of Miami and the US NOAA/National Oceanographic Data Center (NODC).
        
2014-02-11 Files downloaded from https://data.nodc.noaa.gov/pathfinder/Version5.2 to NOAA NMFS SWFSC ERD by erd.data@noaa.gov . Aggregated with reference times from the dates in the file names. Removed other, misleading time values from the file names and the data files. Removed empty sses_bias and sses_standard_deviation variables. Removed aerosol_dynamic_indicator because of incorrect add_offset and scale_factor in files from 1981 through 2000.

Tags: 10m, aerosol, analysis, area, atmosphere, atmospheric, atmospheric winds, avhrr, bias, climate, collated, cryosphere, data, deviation, difference, distribution, dynamic, earth science, estimate, extent, flag, flags, fraction, group for high resolution sea surface temperature, ice, ice distribution, ice extent, indicator, l2p, l3-collated, l3c, last, latitude, longitude, measurement, noaa, nodc, ocean, ocean temperature, oceans, pathfinder, quality, record, reference, sea, sea ice, sea surface temperature, sea_ice_area_fraction, sea_surface_skin_temperature, skin, speed, sses, sst, standard, statistics, surface, surface winds, temperature, time, version, wind, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, 5-Day, 1997-present, Precipitation

This dataset has 5-day Precipitation data from the
TAO/TRITON (Pacific Ocean, https://www.pmel.noaa.gov/gtmba/ ),
RAMA (Indian Ocean, https://www.pmel.noaa.gov/gtmba/pmel-theme/indian-ocean-rama ), and
PIRATA (Atlantic Ocean, https://www.pmel.noaa.gov/gtmba/pirata/ )
arrays of moored buoys which transmit oceanographic and meteorological data to shore in real-time via the Argos satellite system.  These buoys are major components of the CLIVAR climate analysis project and the GOOS, GCOS, and GEOSS observing systems.  5-day data is an average of daily values collected during consecutive five day intervals.  A minimum of 2 daily values are required to compute a 5-day average.  This dataset contains realtime and delayed mode data (see the 'source' variable).  For more information, see
https://www.pmel.noaa.gov/gtmba/mission .

Tags: 5-day, amount, atmosphere, buoys, centered, day, depth, deviation, earth science, identifier, latitude, longitude, meteorology, noaa, percent, pirata, pmel, precipitation, precipitation amount, precipitation_amount, quality, raining, rama, source, standard, station, statistics, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA Ship Oscar Dyson Underway Meteorological Data, Near Real Time

NOAA Ship Oscar Dyson Underway Meteorological Data (Near Real Time, updated daily) are from the Shipboard Automated Meteorological and Oceanographic System (SAMOS) program.

IMPORTANT: ALWAYS USE THE QUALITY FLAG DATA! Each data variable's metadata includes a qcindex attribute which indicates a character number in the flag data.  ALWAYS check the flag data for each row of data to see which data is good (flag='Z') and which data isn't.  For example, to extract just data where time (qcindex=1), latitude (qcindex=2), longitude (qcindex=3), and airTemperature (qcindex=12) are 'good' data, include this constraint in your ERDDAP query:
  flag=~"ZZZ........Z.*"
in your query.
'=~' indicates this is a regular expression constraint.
The 'Z's are literal characters.  In this dataset, 'Z' indicates 'good' data.
The '.'s say to match any character.
The '*' says to match the previous character 0 or more times.
(Don't include backslashes in your query.)
See the tutorial for regular expressions at
https://www.vogella.com/tutorials/JavaRegularExpressions/article.html

Tags: air, air temperature, air_pressure, air_temperature, atmosphere, atmospheric, atmospheric pressure, atmospheric pressure measurements, atmospheric temperature, atmospheric water vapor, atmospheric winds, calender, conductivity, control, course, data, date, day, density, direction, dyson, earth, earth science, electrical, file, flags, from, fsu, ground, heading, history, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, oceans, oscar, over, platform, pressure, quality, relative, relative_humidity, salinity, salinity/density, sea, sea level pressure, sea_water_electrical_conductivity, sea_water_practical_salinity, sea_water_temperature, seawater, speed, static, static pressure, surface, surface air temperature, surface winds, temperature, time, vapor, water, wind, wind_from_direction, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, Gulf of Mexico, Nighttime (11 microns), 2002-2012 (Monthly Composite), Lon0360

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.

Tags: altitude, aqua, coastwatch (https://coastwatch.noaa.gov/), composite, day, degrees, earth science, gsfc, gulf, latitude, longitude, mexico, microns, modis, monthly, nasa, nighttime, npp, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/NCDC Blended Monthly Global 0.25Â° Sea Surface Wind Stress, 1987-2011, Lon+/-180

Gridded and blended sea surface windstresses from multiple satellites with direction from NCEP Reanalysis-2; Global ocean coverage with a 0.25-degree resolution; The whole datasets covers from July 1987 to present, monthly resolution in this dataset; 6-hourly and daily are also available in other directories; See https://www.ncdc.noaa.gov/oa/rsad/blendedseawinds.html and links within for details. Include (taux,tauy) means & mean tau as scalar means

Tags: 0.25-degree, air-sea flux, air-sea interaction, altitude, amplitude, atmosphere, atmospheric, atmospheric winds, blended, component, degree, downward, earth science, eastward, ekman pumping, ekman transport, latitude, longitude, mean, monthly, ncdc, noaa, noaa ncei, northward, ocean upwelling, ocean winds, oceans, scalar, sea, sea surface winds, sea winds, stress, surface, surface_downward_eastward_stress, surface_downward_northward_stress, time, wind, wind stress, wind-driven circulation, winds, windstress, x-component, y-component
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, East US, 2002-2012 (3 Day Composite), Lon0360

NOAA CoastWatch distributes chlorophyll-a concentration data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  The algorithm currently used in processing the water leaving radiance to chlorophyll concentration has not yet been accepted as science quality.  In addition, assumptions are made in the atmospheric correction in order to provide the data in a timely manner.

Tags: 3-day, altitude, aqua, chemistry, chlorophyll, chlorophyll-a, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, composite, concentration, concentration_of_chlorophyll_in_sea_water, day, degrees, earth science, east, latitude, longitude, modis, noaa, npp, ocean, ocean chemistry, ocean color, oceans, sea, seawater, time, water, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Monthly, 1988-2017, ADCP

This dataset has monthly Acoustic Doppler Current Profiler (ADCP) water currents data from the
TAO/TRITON (Pacific Ocean, https://www.pmel.noaa.gov/gtmba/ ),
RAMA (Indian Ocean, https://www.pmel.noaa.gov/gtmba/pmel-theme/indian-ocean-rama ), and
PIRATA (Atlantic Ocean, https://www.pmel.noaa.gov/gtmba/pirata/ )
arrays of moored buoys which transmit oceanographic and meteorological data to shore in real-time via the Argos satellite system.  These buoys are major components of the CLIVAR climate analysis project and the GOOS, GCOS, and GEOSS observing systems.  Monthly data is an average of daily values collected during a month.  A minimum of 15 daily values are required to compute a monthly average.  ADCP data are available only after mooring recoveries, which are scheduled on an annual basis.  For more information, see
https://www.pmel.noaa.gov/gtmba/mission .

Tags: adcp, buoys, centered, circulation, currents, depth, earth science, eastward, eastward_sea_water_velocity, identifier, latitude, longitude, monthly, noaa, northward, northward_sea_water_velocity, ocean, ocean circulation, ocean currents, oceans, pirata, pmel, quality, rama, sea, seawater, station, tao, tao/triton, time, triton, velocity, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce