AndreaBozzo/ceres-open-data-index huggingface dataset:
Front Probability, GOES Imager, Western Hemisphere, 2005-2020, EXPERIMENTAL (14 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: 14-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
VIIRSN, Suomi-NPP, Level-3 SMI, NASA, Global, 4km, PIC, R2018, 2012-present, Daily, Lon0360

R2018 of Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Inorganic Carbon (PIC), Daily composite data from the Visible and Infrared Imager/Radiometer Suite (VIIRS), as processed by NASA GSFC Ocean Biology Processing Group (OBPG). 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 on 2017-12-12.)

Tags: 4km, carbon, chemistry, color, concentration, daily, gsfc, image, inorganic, joint, jpss, latitude, level, level-3, longitude, mapped, mass, mean, nasa, noaa, npoess, npp, obpg, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean color, oceans, orbiting, particulate, pic, polar, satellite, sea, seawater, smi, standard, suomi, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, 2006-present, EXPERIMENTAL (14 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
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, PAR, 2012-2014, DEPRECATED OLDER VERSION, 8-Day, Lon0360

THIS VERSION IS DEPRECATED. (Dec 2014) SEE THE NEW erdVH2018 VERSION.
VIIRSN Level-3 Standard Mapped Image (SMI), Global, 4km, Photosynthetically Available Radiation (PAR), 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 IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 4km, 8day, active, available, color, composite, downwelling_photosynthetic_photon_radiance_in_sea_water, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mean, nasa, nasa/gsfc obpg, noaa, npoess, npp, obpg, ocean, ocean color, oceans, orbiting, par, photosynthetically, polar, radiation, 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, 1991-present, Net Shortwave Radiation

This dataset has 5-day Net Shortwave Radiation 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, atmosphere, atmospheric, atmospheric radiation, buoys, centered, day, depth, downwelling_shortwave_flux_in_sea_water, earth science, identifier, latitude, longitude, net, noaa, pirata, pmel, quality, radiation, rama, shortwave, shortwave radiation, station, surface, surface waves, tao, tao/triton, time, triton, waves
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOS CO-OPS Meteorological Data, Water Temperature, 6-Minute

This dataset has Water Temperature data from NOAA NOS Center for Operational
Oceanographic Products and Services (CO-OPS).

WARNING: These preliminary data have not been subjected to the National Ocean
Services (NOS) Quality Control procedures, and do not necessarily meet the
criteria and standards of official NOS data. They are released for limited
public use with appropriate caution.

WARNING:
* Queries for data MUST include stationID= and time>=.
* Queries USUALLY include time<= (the default end time corresponds to 'now').
* Queries MUST be for less than 30 days worth of data.
* The data source isn't completely reliable. If your request returns no data
  when you think it should:
  * Try revising the request (e.g., a different time range).
  * The list of stations offering this data may be incorrect.
  * Sometimes a station or the entire data service is unavailable.
    Wait a while and try again.

Tags: 6-minute, co-ops, collection, data, date, deployment, designation, earth science, established, flag, identifier, latitude, limit, longitude, meteorological, minute, name, noaa, noaa nos co-ops, nos, ocean, ocean temperature, oceans, ops, platform, sea, sea_water_temperature, seawater, sensor, shefid, state, station, temperature, time, water, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind Stress, All Metop ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (8 Day)

NOAA CoastWatch distributes science quality wind stress data in zonal, meridional, modulus, and wind stress curl sets.  This data begins with wind velocity measurements from the ASCAT instruments onboard all EUMETSAT's MetOp satellites.  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. (This is an 8 day composite.)

Tags: advanced, altitude, ascat, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, data, degrees, downward, earth science, eastward, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, noaa nmfs swfsc erd, node, ocean, ocean winds, oceans, organisation, qmtaux, real, satellites, scatterometer, stress, surface, surface_downward_eastward_stress, surface_downward_northward_stress, time, wcn, west, wind, wind stress, winds, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (1 Day Composite), Lon0360

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: 1-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, day, degrees, earth science, fluorescence, gulf, latitude, line, longitude, mexico, modis, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, East US, 2002-2012 (Monthly 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: active, altitude, aqua, available, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, degrees, downwelling_photosynthetic_photon_radiance_in_sea_water, earth science, east, insolation, latitude, longitude, modis, monthly, noaa, npp, ocean, ocean optics, oceans, optics, par, photosynthetically, radiation, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 57N 137W, 6-hourly

Upwelling index computed from 1-degree 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
Research Ship Atlantic Explorer Underway Meteorological Data, Quality Controlled

Research Ship Atlantic Explorer 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, atlantic, 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, explorer, file, flags, from, fsu, ground, heading, history, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, oceans, 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
Cloudmask, CLAVR-1, NOAA POES AVHRR, 0.0125 degrees, West US, 2007-present, Nighttime (Single Scan), Lon+/-180

The CLAVR-1 cloudmask (Stowe, 1999) is used to cloudmask AVHRR high resolution sea surface temperature products.  The cloudmask runs a series of tests on each surface temperature pixel to determine whether the pixel is contaminated by cloud cover.  Users may evaluate which specific tests in the cloudmask returned positive cloud presence results by examining the value of the cloudmask.  This value corresponds to an 8 bit binary number which details which tests flagged the pixel as a cloudy pixel.  See https://coastwatch.pfeg.noaa.gov/info/CLAVR.html for more information regarding the specific tests used in the cloudmask.

Tags: advanced, altitude, amount, area, atcldn, atmosphere, avhrr, clavr, clavr-1, cloud, cloud amount/frequency, cloud cover, cloud_binary_mask, cloudiness, cloudmask, clouds, coastwatch, coastwatch (https://coastwatch.noaa.gov/), cover, data, degrees, earth science, environmental, fraction, frequency, high, latitude, longitude, meteorology, monterey, national, night, nighttime, noaa, nws, orbiting, poes, polar, radiometer, resolution, satellite, sea, service, sst, surface, temperature, time, us, very, vhrr, weather, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (3 Day)

NOAA CoastWatch distributes near real time 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 3 day composite.)

Tags: advanced, altitude, ascat, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, data, degrees, 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, qbux10, 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
VIIRSN, Suomi-NPP, Level-3 SMI, NASA, Global, 4km, Reflectance at 671 nm, R2018, 2012-present, Daily, Lon0360

R2018 of Level-3 Standard Mapped Image (SMI), Global, 4km, Remote Sensing Reflectance at 671 nm, Daily composite data from the Visible and Infrared Imager/Radiometer Suite (VIIRS), as processed by NASA GSFC Ocean Biology Processing Group (OBPG). 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 on 2017-12-12.)

Tags: 4km, 671nm, composite, daily, 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
VIIRSN, Suomi-NPP, Level-3 SMI, NASA, Global, 4km, Chlorophyll a, OCI Algorithm, R2018, 2012-present, 8-Day

R2018 version of Level-3 Standard Mapped Image (SMI), Global, 4km, Chlorophyll a, OCI Algorithm, 8-Day composite data from the Visible and Infrared Imager/Radiometer Suite (VIIRS), as processed by NASA GSFC Ocean Biology Processing Group (OBPG). 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 on 2017-12-12.)

Tags: 4km, 8-day, chemistry, chlorophyll, color, composite, concentration, concentration_of_chlorophyll_in_sea_water, earth science, 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 chemistry, ocean color, oceans, orbiting, polar, satellite, sea, seawater, smi, standard, suomi, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, PAR, 2012-2014, DEPRECATED OLDER VERSION, 8-Day

THIS VERSION IS DEPRECATED. (Dec 2014) SEE THE NEW erdVH2018 VERSION.
VIIRSN Level-3 Standard Mapped Image (SMI), Global, 4km, Photosynthetically Available Radiation (PAR), 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 IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 4km, 8day, active, available, color, composite, downwelling_photosynthetic_photon_radiance_in_sea_water, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mean, nasa, nasa/gsfc obpg, noaa, npoess, npp, obpg, ocean, ocean color, oceans, orbiting, par, photosynthetically, polar, radiation, satellite, sea, seawater, smi, standard, suomi, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, 2013-present, EXPERIMENTAL (5 Day Composite), Lon+/-180

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, chemistry, chla, chlorophyll, chlorophyll-a, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, concentration, concentration_of_chlorophyll_in_sea_water, data, degrees, earth science, experimental, imaging, latitude, longitude, mbchla, moderate, modis, national, noaa, node, npp, ocean, ocean chemistry, ocean color, oceans, orbiting, pacific, partnership, polar, polar-orbiting, resolution, sea, seawater, spectroradiometer, time, water, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Currents, HF Radar, Puerto Rico and the US Virgin Islands, RTV, Near-Real Time, 2012-present, Hourly, 2km, Lon0360

Surface ocean velocities estimated from HF-Radar are representative 
of the upper 1.0 meters of the ocean.  The main objective of 
near-real time processing is to produce the best product from 
available data at the time of processing.  Radial velocity 
measurements are obtained from individual radar sites through the 
U.S. HF-Radar Network. Hourly radial data are processed by unweighted 
least squares on a 2km resolution grid of the Puerto Rico and the 
Virgin Islands to produce near real-time surface current maps.

Tags: 2km, circulation, coastal observing research and development center, currents, dilution, earth science, eastward, hf radar, hourly, islands, latitude, latitudinal, longitude, longitudinal, near, near real time, northward, ocean, ocean circulation, ocean currents, oceans, puerto, radar, real, rico, rtv, scripps, scripps institution of oceanography, sea, seawater, surface, surface_eastward_sea_water_velocity, surface_northward_sea_water_velocity, time, velocity, virgin, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Daily Optimum Interpolation (OI), AVHRR Only, Version 2.1, Final, Global, 0.25Â°, 1981-present, Lon+/-180

This is the final version of the related dataset "ncdcOisst21NrtAgg", which has the preliminary, near real time version of these files. These final files are released about 2 weeks after the NRT files. 
        
NOAA/National Centers for Environmental Information (NCEI) 1/4 Degree Daily Optimum Interpolation Sea Surface Temperature (OISST) Analysis, Version 2.1 - Final. NOAAs 1/4-degree Daily Optimum Interpolation Sea Surface Temperature (OISST) (sometimes referred to as Reynolds SST, which however also refers to earlier products at different resolution), currently available as version v02r01, is created by interpolating and extrapolating SST observations from different sources, resulting in a smoothed complete field. The sources of data are satellite (Advanced Very High Resolution Radiometer (AVHRR)) and in situ platforms (i.e., ships and buoys), and the specific datasets employed may change over time. At the marginal ice zone, sea ice concentrations are used to generate proxy SSTs.  A preliminary version of this file is produced in near-real time (1-day latency), and then replaced with a final version after 2 weeks. Note that this is the AVHRR-ONLY DOISST, available from Oct 1981, but there is a companion DOISST product that includes microwave satellite data, available from June 2002

Tags: advanced, analysed, analysis, anomalies, anomaly, avhrr, centers, concentration, daily, data, day, degree, deviation, distribution, earth, earth science, environmental, error, estimated, final, high, ice, ice distribution, information, interpolation, land, land surface, land surface temperature, land temperature, latitude, longitude, national, ncei, near, nesdis, noaa, noaa ncei, nrt, ocean, ocean temperature, oceans, oisst, optimum, radiometer, real, resolution, science, sea, sea surface temperature, sea_ice_area_fraction, sea_surface_height, sea_surface_temperature, sst, standard, statistics, surface, surface_temperature_anomaly, temperature, time, version, very, vhrr, zlev
Organization: National Oceanic and Atmospheric Administration, Department of Commerce