AndreaBozzo/ceres-open-data-index huggingface dataset:
TAO/TRITON, RAMA, and PIRATA Buoys, 5-Day, 1977-present, 20C Isotherm Depth

This dataset has 5-day 20C Isotherm Depth data (the depth at which the ocean temperature is 20C) 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: 20c, 5-day, buoys, centered, day, depth, identifier, isotherm, latitude, longitude, noaa, pirata, pmel, quality, rama, station, tao, tao/triton, temperature, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Diffuse Attenuation K490, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (Monthly Composite), Lon0360

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, coastwatch, coastwatch (https://coastwatch.noaa.gov/), coefficient, color, composite, day, degrees, diffuse, earth science, gulf, k490, latitude, longitude, mexico, modis, monthly, noaa, npp, ocean, ocean color, ocean optics, oceans, optics, time, transmission, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind Diffusivity Current, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (14 Day), Lon+/-180

NOAA CoastWatch distributes science quality Ekman current (in zonal, meridional, and modulus sets) and Ekman upwelling data.  This data begins 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.  NOAA CoastWatch processes wind velocity to wind stress and wind stress curl, and finally to Ekman current and Ekman upwelling. (This is a 14 day composite.)

Tags: advanced, altitude, ascat, circulation, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), current, data, degrees, diffusivity, driven, earth science, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, node, ocean, ocean circulation, oceans, organisation, qbuekm, real, satellites, scatterometer, time, wcn, west, wind, wind-driven, wind-driven circulation, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Terra MODIS, NPP, Global, Nighttime (11 microns), 2000-2013, Science Quality (8 Day Composite), Lon+/-180

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

Tags: 8-day, altitude, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, global, gsfc, latitude, longitude, microns, modis, nighttime, noaa, npp, ocean, ocean temperature, oceans, quality, science, science quality, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, terra, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 42N 125W, monthly

Upwelling index computed from FNMOC sea level pressure for 15 locations off the North American West Coast at each 3 degrees of latitude from 21N to 60N. The coastal Upwelling Index is an index of the strength of the wind forcing on the ocean which has been used in many studies of the effects of ocean variability on the reproductive and recruitment success of many fish and invertebrate species.

Tags: atmosphere, biology, biosphere, earth science, environment, latitude, longitude, noaa/swfsc environmental research division, ocean, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, 0.0125Â°, West US, 2002-present (8 Day Composite)

MODIS measures photosynthetically available radiation that may be used to mode primary productivity.  THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, aqua, available, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, downwelling_photosynthetic_photon_radiance_in_sea_water, earth science, imaging, insolation, latitude, longitude, moderate, modis, mwpar0, national, noaa, node, npp, ocean, ocean optics, oceans, optical, optical properties, optics, orbiting, par, partnership, photosynthetically, polar, polar-orbiting, properties, radiation, resolution, spectroradiometer, time, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, L3SMI, Global, 4km, Science Quality, 2003-present (Monthly Composite), Lon0360

This dataset has Level 3, Standard Mapped Image, 4km, chlorophyll-a concentration 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: algorithm, biology, center, chemistry, chlorophyll, color, concentration, concentration_of_chlorophyll_in_sea_water, data, earth science, flight, goddard, group, gsfc, 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, oci, optics, processing, resolution, sea, seawater, smi, space, spectroradiometer, standard, time, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Research Ship Nathaniel B. Palmer Underway Meteorological Data, Quality Controlled

Research Ship Nathaniel B. Palmer 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, 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, earth, earth science, electrical, file, flags, from, fsu, ground, heading, history, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, nathaniel, oceans, over, palmer, platform, pressure, quality, relative, relative_humidity, salinity, salinity/density, sea, sea level pressure, seawater, speed, static, static pressure, surface, surface air temperature, surface winds, surface_downwelling_photosynthetic_radiative_flux_in_air, surface_downwelling_shortwave_flux_in_air, surface_upwelling_longwave_flux_in_air, temperature, time, vapor, water, wind, wind_from_direction, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Newport Lab CTD Casts, 1997-2008

The Newport Hydrographic (NH) Line along 44.65Â°N off central Oregon was sampled seasonally during two epochs: 1961-1971 through the TENOC program and 1997-2003 through the GLOBEC Northeast Pacific Long Term Observations Program (LTOP); some observations are available for 2004 and 2005. During TENOC, the line extended 305 km offshore to 128Â°W, with stations 18 km apart over the continental shelf and 36 km offshore. During LTOP, the line was shorter (to 126Â°W) with closer station spacing over the continental shelf (9 km apart) and slope (18 km apart). LTOP cruises included biochemical sampling and underway current measurements.

Tags: aquatic, aquatic ecosystems, atmosphere, biosphere, california current, casts, climate change, coastal, coastal habitat, coastal ocean, code, ctd, density, depth, earth science, ecosystems, fluorescence, habitat, hydrography, identifier, lab, latitude, line, longitude, marine, marine habitat, newport, nwfsc, ocean, ocean optics, ocean pressure, ocean temperature, oceans, optical, optical properties, optics, plain, pressure, project, properties, salinity, salinity/density, sea, sea_water_density, sea_water_practical_salinity, sea_water_temperature, seawater, station, temperature, time, time series, transect, upwelling, water, water pressure, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, POC, 2012-2016, Monthly, DEPRECATED

DEPRECATED 2016-04-01 - SEE THE NEW erdVH2018 VERSION. 
Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Organic Carbon (POC), Monthly composite data from the Visible and Infrared Imager/Radiometer Suite (VIIRS). VIIRS is a multi-disciplinary instrument that flies on the Suomi-NPP (National Polar-orbiting Partnership) satellite.  Suomi-NPP is the initial spacecraft in the JPSS (Joint Polar Satellite Systems) series of spacecraft. JPSS is our Nation's next generation polar-orbiting operational environmental satellite system. JPSS is a collaborative program between NOAA and its acquisition agent NASA. VIIRS is the successor to MODIS for Earth science data product generation. (This version of the VH data was first released in December 2014.)

Tags: 4km, carbon, chemistry, color, concentration, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mass, mean, mole_concentration_of_particulate_organic_carbon_in_sea_water, monthly, nasa, noaa, npoess, npp, obpg, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean color, oceans, orbiting, organic, particulate, poc, polar, satellite, sea, seawater, smi, standard, suomi, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, 5-Day, 1992-present, Sigma-Theta

This dataset has 5-day Sigma-Theta (Potential Density Anomaly) 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, buoys, centered, code, day, density, depth, earth science, identifier, instrument, latitude, longitude, noaa, oceans, pirata, pmel, pressure, quality, rama, salinity, salinity/density, sea, sea_water_sigma_theta, seawater, sigma, sigma-theta, source, station, tao, tao/triton, theta, time, triton, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (1 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: 1-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, gulf, latitude, longitude, mexico, modis, noaa, npp, ocean, ocean chemistry, ocean color, oceans, sea, seawater, time, water, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Pathfinder Ver 5.3 (L3C), Night, Global, 0.0417Â°, 1981-present, Science Quality (Monthly Composite), Lon0360

This dataset contains monthly composites of nighttime sea surface temperature (SST) data produced as part of the AVHRR Pathfinder SST Project. The source data were created using Version 5.3 of the Pathfinder algorithm and the file is nearly but not completely compliant with the GHRSST Data Specifications V2.0 (GDS2). Source data were created by the NOAA National Centers for Environmental Information (NCEI). Multi-day composites were created by NOAA CoastWatch-West Coast and NOAA/SWFSC/ERD.

Tags: 10m, advanced, area, atmosphere, atmospheric, atmospheric winds, avhrr, center, centers, climate, coastwatch, coastwatch west coast, composite, cryosphere, data, distribution, earth, earth science, environmental, extent, fisheries, flags, fraction, ghrsst, global, group for high resolution sea surface temperature (source data), high, high-resolution, ice, ice distribution, ice extent, information, l2p, l3c, latitude, longitude, marine, monthly, national, ncei, nesdis, night, nmfs, noaa, ocean, ocean temperature, oceans, pathfinder, quality, radiometer, record, resolution, science, science quality, sea, sea ice, sea surface temperature, sea_ice_area_fraction, sea_surface_skin_temperature, service, skin, southwest, speed, sst, surface, surface winds, swfsc, temperature, time, very, vhrr, wind, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Primary Productivity, Aqua MODIS, NPP, Global, 2003-present, EXPERIMENTAL (Monthly Composite)

calculates the composite of vertically integrated primary productivity one day files that use the Behrenfield - Falkowski method and satellite-based measurements of Chlorophyll a, incident visible surface irradiance, and sea surface temperature.  see (Behrenfield and Falkowski, L&O 1997).

Tags: altitude, aqua, biosphere, carbon, chemistry, chla, chlorophyll, chlorophyll-a, data, dynamics, earth science, ecological, ecological dynamics, ecosystem, ecosystem functions, erd, experimental, functions, global, imaging, l3m, latitude, longitude, mhpprod, moderate, modis, monthly, national, net, net_primary_productivity_of_carbon, noaa, noaa nmfs swfsc erd, npp, ocean, ocean chemistry, oceans, orbiting, partnership, polar, polar-orbiting, primary, primary production, production, productivity, resolution, sea, spectroradiometer, sst, surface, temperature, time, vegetation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
OSU Chlorophyll Anomaly V2, MODIS Aqua, West US, 2003-present

This suite of CHLA and SST climatology and anomaly data products are derived from daily, 0.0125 degree x 0.0125 degree, MODIS Aqua CHLA and SST fields that cover the California Current System (22N - 51N, 155W - 105W) for the 11-year period July 2002 through June 2013. These daily fields, obtained from the NOAA CoastWatch West Coast Regional Node website, were processed using a successive 3x3, 5x5 and 7x7 grid cell hybrid median filtering technique. This technique was found to effectively reduce noise in the daily fields while maintaining features and detail in important regions such as capes and headlands. The resulting median filtered daily fields were then linearly interpolated to a 0.025 x 0.025 degree grid and averaged to create 132 monthly mean fields. The seasonal cycles at each 0.025 degree x 0.025 degree grid cell were obtained by fitting each multiyear time series of monthly means to a nine-parameter regression model consisting of a constant plus four harmonics (frequencies of N/(1-year), N-1,4; Risien and Chelton 2008, JPO).  Even with the median filtering and the temporal averaging of the daily fields, the highly inhomogeneous nature of the MODIS fields still resulted in regression coefficients that were excessively noisy. We therefore applied the same successive 3x3, 5x5 and 7x7 hybrid median filtering technique, described above, to the regression coefficients before finally spatially smoothing the coefficients using a loess smoother (Schlax et al. 2001, JTECH) with filter cutoff wavelengths of 0.25 degree latitude by 0.25 degree longitude. The seasonal cycles were then calculated from the filtered regression coefficients for each 0.025 degree x 0.025 degree grid cell using the mean and all four harmonics. It is important to note that THIS SUITE OF DATA PRODUCTS IS HIGHLY EXPERIMENTAL and is strictly intended for scientific evaluation by experienced marine scientists.

Tags: altitude, anomaly, aqua, atmospheric, chemistry, chlorophyll, coast, college, color, earth, earth science, fields, high, latitude, longitude, modis, ocean, ocean chemistry, oceancolor, oceans, oregon, oregon state university, resolution, sciences, state, time, u.s., university, west, west coast
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, GOES Imager, Day and Night, Western Hemisphere, 2006-2020 (5 Day Composite)

NOAA CoastWatch provides SST data from the NOAA Geostationary Operational Environmental Satellites (GOES).  Measurements are gathered by the GOES Imager, a multi-channel radiometer carried aboard the satellite.  SST is available for hourly Imager measurements, or in composite images of various durations.

Tags: 5-day, altitude, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, goes, hemisphere, imager, latitude, longitude, night, noaa, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn, western
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, OSU DB, West US, 2006-2013 (3 Day Composite)

NOAA CoastWatch distributes chlorophyll-a concentration data from NASA's Aqua satellite.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  Data is received from the satellite and processed to level 2 by the Oregon State University (OSU) College of Oceanic and Atmospheric Sciences (COAS).

Tags: 3-day, altitude, aqua, chemistry, chlorophyll, chlorophyll-a, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, concentration, concentration_of_chlorophyll_in_sea_water, day, degrees, earth science, latitude, longitude, modis, noaa, ocean, ocean chemistry, ocean color, oceans, osu, sea, seawater, time, water, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, 4km, Daytime (11 microns), 2003-2019 (1 Day Composite), DEPRECATED, Lon0360

DEPRECATED. See the newer version of this dataset: erdMH1sstd1dayR20190.
        
NOAA CoastWatch provides (mask-applied) global, 11km, Level 3, Standard Mapped Image (SMI), 4km, daytime SST data from NASA's Aqua Spacecraft. This is 1-day composite data. 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: 4km, aqua, center, daily, data, day, daytime, degrees, earth science, erd, fisheries, global, image, imaging, l3, latitude, level, level-3, longitude, mapped, masked, moderate, modis, modisa, national, noaa, noaa swfsc erd, npp, ocean, ocean temperature, oceans, orbiting, partnership, polar, polar-orbiting, quality, resolution, science, sea, sea surface temperature, sea_surface_temperature, smi, southwest, spectroradiometer, sst, sstmasked, standard, surface, swfsc, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, Reflectance at 671 nm, 2012-2016, 8-Day, DEPRECATED, Lon0360

DEPRECATED 2016-04-01 - SEE THE NEW erdVH2018 VERSION. 
Level-3 Standard Mapped Image (SMI), Global, 4km, Remote Sensing Reflectance at 671 nm, 8-Day composite data from the Visible and Infrared Imager/Radiometer Suite (VIIRS). VIIRS is a multi-disciplinary instrument that flies on the Suomi-NPP (National Polar-orbiting Partnership) satellite.  Suomi-NPP is the initial spacecraft in the JPSS (Joint Polar Satellite Systems) series of spacecraft. JPSS is our Nation's next generation polar-orbiting operational environmental satellite system. JPSS is a collaborative program between NOAA and its acquisition agent NASA. VIIRS is the successor to MODIS for Earth science data product generation. (This version of the VH data was first released in December 2014.)

Tags: 4km, 671nm, 8-day, composite, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mean, nasa, noaa, npoess, npp, obpg, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean color, oceans, optical, orbiting, polar, properties, reflectance, remote, satellite, sea, seawater, sensing, smi, standard, suomi, surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Daily, 1989-present, Sensible Heat Flux

This dataset has daily Sensible Heat Flux 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.  Daily averages are computed starting at 00:00Z and are assigned an observation 'time' of 12:00Z.  For more information, see
https://www.pmel.noaa.gov/gtmba/mission .

Tags: atmosphere, atmospheric radiation, buoys, centered, daily, depth, earth science, flux, heat, heat flux, identifier, latitude, longitude, noaa, ocean heat budget, oceans, pirata, pmel, quality, rama, sensible, station, surface_downward_sensible_heat_flux, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce