AndreaBozzo/ceres-open-data-index huggingface dataset:
Temperature, All Surface, NOAA POES AVHRR, LAC, 0.0125 degrees, West US, Daytime, 2006-present (Single Scan)

NOAA CoastWatch provides surface temperature products derived from NOAA's Polar Operational Environmental Satellites (POES).  This data is provided at high resolution (0.0125 degrees) for the North Pacific Ocean.  Measurements are gathered by the Advanced Very High Resolution Radiometer (AVHRR) instrument, a multiband radiance sensor carried aboard the NOAA POES satellites. This product is provided before cloudmasking, and will contain sea surface temperature, land surface temperature, and cloud temperature data.

Tags: advanced, all, altitude, area, atastd, avhrr, coastwatch, coastwatch (https://coastwatch.noaa.gov/), coverage, data, day, daytime, degrees, earth science, environmental, envisat, high, lac, latitude, local, longitude, monterey, national, noaa, nws, ocean, ocean temperature, oceans, orbiting, poes, polar, radiometer, resolution, satellite, sea, sea surface temperature, sea_surface_temperature, service, sst, surface, temperature, time, us, very, vhrr, weather, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind Diffusivity Current, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (Monthly)

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 monthly 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
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, POC, 2012-2014, DEPRECATED OLDER VERSION, Monthly, Lon0360

THIS VERSION IS DEPRECATED. (Dec 2014) SEE THE NEW erdVH2018 VERSION.
VIIRSN 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 IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 4km, carbon, chemistry, color, composite, concentration, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mass, mean, monthly, nasa, nasa/gsfc obpg, noaa, npoess, npp, obpg, ocean, 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
Chlorophyll-a, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, 2006-present, EXPERIMENTAL (14 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, 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
NOAA ERSSTv5 (in situ only), 2Â°, Global, Monthly, 1854-present

The Extended Reconstructed Sea Surface Temperature (ERSST) dataset is a global monthly sea surface temperature dataset derived from the International Comprehensive Ocean-Atmosphere Dataset (ICOADS). It is produced on a 2Â° Ã 2Â° grid with spatial completeness enhanced using statistical methods. This monthly analysis begins in January 1854 continuing to the present and includes anomalies computed with respect to a 1971-2000 monthly climatology.

This is the newest version of ERSST, version 5

Tags: &gt, anomalies, anomaly, ccog, centers, data, depth, earth, earth science, environmental, ersstv5, extended, face, global, icoads, information, latitude, lev, longitude, national, ncei, nesdis, noaa, noaa extended reconstructed sea surface temperature (ersst), ocean, ocean temperature, oceans, only, reconstructed, satellite, science, sea, sea surface temperature, sea_surface_temperature, service, situ, sst, ssta, sur, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chromophoric Dissolved Organic Material, Aqua MODIS, NPP, 0.0125Â°, West US, 2012-2015 (3 Day Composite), Lon+/-180

MODIS data is used to develop an index of the amount of chromophoric dissolved organic material (CDOM) in the surface waters.  CDOM absorbs heavily in the blue wavelengths and thus can skew many derived products, especially in coastal waters.  THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, aqua, attenuation, attenuation/transmission, cdom, chromophoric, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, colored, data, degrees, dissolved, earth science, imaging, latitude, longitude, material, matter, moderate, modis, mwcdom, national, noaa, node, npp, ocean, ocean color, ocean optics, oceans, optics, orbiting, organic, partnership, polar, polar-orbiting, resolution, spectroradiometer, time, transmission, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, Metop-A ASCAT, 0.25Â°, Global, Near Real Time, 2009-present, Divergence and Modulus (8 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-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 an 8 day composite.)

Tags: advanced, altitude, ascat, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, divergence, earth science, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, node, nrt, ocean, ocean winds, oceans, organisation, qadivw, real, satellites, scatterometer, surface, surface winds, time, wcn, west, wind, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MODIS Aqua, Level-3 SMI, Global, 4km, Particulate Organic Carbon, 2003-present (1 Day Composite)

MODIS Aqua, Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Organic Carbon (POC) (1 Day Composite)

Tags: 443/555, biology, carbon, center, chemistry, chlorophyll, color, concentration, data, earth science, ecology, flight, goddard, group, gsfc, image, imaging, l3, laboratory, latitude, level, level-3, longitude, mapped, moderate, modis, mole, nasa, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean chemistry, ocean color, ocean optics, oceans, optics, organic, particulate, poc, processing, resolution, sea, seawater, smi, space, spectroradiometer, standard, stramski, time, version, 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, Monthly, Lon0360

R2018 version of Level-3 Standard Mapped Image (SMI), Global, 4km, Chlorophyll a, OCI Algorithm, Monthly 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, chemistry, chlorophyll, color, composite, concentration, concentration_of_chlorophyll_in_sea_water, earth science, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mean, monthly, 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
Chromophoric Dissolved Organic Material, Aqua MODIS, NPP, 0.0125Â°, West US, 2012-2015 (3 Day Composite)

MODIS data is used to develop an index of the amount of chromophoric dissolved organic material (CDOM) in the surface waters.  CDOM absorbs heavily in the blue wavelengths and thus can skew many derived products, especially in coastal waters.  THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, aqua, attenuation, attenuation/transmission, cdom, chromophoric, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, colored, data, degrees, dissolved, earth science, imaging, latitude, longitude, material, matter, moderate, modis, mwcdom, national, noaa, node, npp, ocean, ocean color, ocean optics, oceans, optics, orbiting, organic, partnership, polar, polar-orbiting, resolution, spectroradiometer, time, transmission, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Research Ship New Horizon Underway Meteorological Data, Quality Controlled

Research Ship New Horizon 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, horizon, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, new, oceans, over, platform, precipitation_amount, 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, 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
Currents, HFRadar, Monterey Bay, 25 hr, 2008-2009, EXPERIMENTAL

The data is the 25 hour running average of the zonal component of ocean surface currents derived from High Frequency Radio-derived measurements. THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, bay, circulation, coastwatch, coastwatch (https://coastwatch.noaa.gov/), currents, derived, earth science, eastward, eastward_sea_water_velocity, experimental, hfr, hr radar, latitude, longitude, meridional, monterey, noaa, northward, northward_sea_water_velocity, ocean, ocean circulation, ocean currents, oceans, radar, radio, radio-derived, scan, sea, seawater, single, time, velocity, water, wcn, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, PAR, 2012-2016, Daily, DEPRECATED, Lon0360

DEPRECATED 2016-04-01 - SEE THE NEW erdVH2018 VERSION. 
Level-3 Standard Mapped Image (SMI), Global, 4km, Photosynthetically Available Radiation (PAR), Daily 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, active, available, color, daily, downwelling_photosynthetic_photon_radiance_in_sea_water, 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, orbiting, par, photosynthetically, polar, radiation, satellite, sea, seawater, smi, standard, suomi, time, viirs, viirsn, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Terra MODIS, NPP, Global, Nighttime (11 microns), 2000-2013, Science Quality (Monthly Composite)

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: altitude, coastwatch, coastwatch (https://coastwatch.noaa.gov/), degrees, earth science, global, gsfc, latitude, longitude, microns, modis, monthly, 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
Remote Sensing Reflectance at 667 nm, Aqua MODIS, NPP, East US, 2002-2012 (1 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: 1-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
Upwelling Index, 21N 107W, monthly, Lon+/-180

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
NOAA Ship Oregon II Underway Meteorological Data, Near Real Time

NOAA Ship Oregon II 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.  
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, oceans, oregon, 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
SODA 3.3.1 Sea Ice Concentration, 1/2Â°, Global, 1980-2015, Monthly Composite

SODA3.3.1 ice state, forced by MERRA2. The goal of SODA is to reconstruct the historical physical (and eventually biogeochemical) history of the ocean. As its name implies, the Simple Ocean Data Assimilation ocean/sea ice reanalysis (SODA) uses a simple architecture based on community standard codes with resolution chosen to match available data and the scales of motion that are resolvable. Agreement with direct measurements (to within observational error estimates) as well as unbiased statistics are expected. Please cite: Carton, Chepurin, and Chen (2017).

Tags: 3.3.1, assimilation, concentration, data, depth, distribution, ice, ice distribution, latitude, level, longitude, maryland, ocean, reanalysis, sea, simple, soda, soda3.3.1, state, time, university, university of maryland
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Daily estimated MUR SST v4.1 Frontal edges, x_gradient, y_gradient and gradient magnitude, US West Coast, 2002-present

Front Edges estimated from daily Multi-scale Ultra-high Resolution (MUR) Sea Surface Temperature (SST) v4.1 files using the Python scikit-image canny algorithm with sigma = 10., and threshold values of .8 and .9, as well as the OpenCV algorithm findContours with a minimum length of 20. The SST x-gradient, y-gradient and gradient magnitude are also included

Tags: altitude, daily, data, day, east, east-west, edge, edges, erd, estimated, frontal, gradient, high, latitude, longitude, magnitude, multi, multi-scale, mur, noaa, noaa nmfs swfsc erd, north, north-south, resolution, scale, sea, south, sst, surface, temperature, time, ultra, ultra-high, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 48N 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
SST, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, Daytime, 2006-present (3 Day Composite), Lon+/-180

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
TAO/TRITON, RAMA, and PIRATA Buoys, Quarterly, 1977-present, Temperature

This dataset has quarterly Temperature 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.  Quarterly data is an average of monthly values collected during a 3 month period.  A minimum of 2 monthly values are required to compute a quarterly 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: buoys, centered, depth, earth science, identifier, latitude, longitude, noaa, ocean, ocean temperature, oceans, pirata, pmel, quality, quarterly, rama, sea, sea_water_temperature, seawater, source, station, tao, tao/triton, temperature, time, triton, water, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce