AndreaBozzo/ceres-open-data-index huggingface dataset:
Wind Stress, Metop-B 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 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. (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, qbtaux, 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
IPRC, Aquarius, Optimally Interpolated Salinity, 0.5Â°, Global, 7-Day, 2011-2015, v4.0, Lon0360

Level 4 optimally interpolated, 0.5 degree, near-global, 7 day sea surface salinity (OISSS) product for version 4.0 of the Aquarius/SAC-D dataset.  OISSS is a principal investigator produced dataset developed at the International Pacific Research Center (IPRC) of the University of Hawaii at Manoa, School of Ocean and Earth Science and Technology (SOEST).  The optimal interpolation (OI) mapping procedure used to create this product corrects for systematic spatial biases in Aquarius SSS data with respect to Argo near-surface salinity observations and takes into account available statistical information about the signal and noise, specific to the Aquarius instrument.  The product covers the entire duration of the Aquarius/SAC-D mission:  8/26/2011 - 6/7/2015. Further details on the data processing can be found in: Melnichenko, O., P. Hacker., N. Maximenko, G. Lagerloef, and J. Potemra (2016), Optimal interpolation of Aquarius sea surface salinity, J. Geophys. Res. Oceans, 121, 602-616, doi:10.1002/2015JC011343.

Tags: center, data, density, earth science, international, interpolation, iprc, latitude, longitude, nasa, ocean, oceans, optimum, pacific, research, salinity, salinity/density, sea, sea_surface_salinity, soest, sss, surface, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind Stress, QuikSCAT SeaWinds, 0.125Â°, Global, Science Quality, 1999-2009 (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 SeaWinds instrument onboard NASA's QuikSCAT satellite.  SeaWinds 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: altitude, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, downward, earth science, eastward, global, latitude, longitude, noaa, node, ocean, ocean winds, oceans, qstaux, quality, quikscat, science, science quality, seawinds, 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
Remote Sensing Reflectance at 667 nm, Aqua MODIS, NPP, East US, 2002-2012 (14 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: 14-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
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present, Divergence and Modulus (3 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 3 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
TAO/TRITON, RAMA, and PIRATA Buoys, Monthly, 2000-present, Buoyancy Flux

This dataset has monthly Buoyancy 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.  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.  This dataset contains realtime and delayed mode data (see the 'source' variable).  For more information, see
https://www.pmel.noaa.gov/gtmba/mission .

Tags: buoyancy, buoys, centered, depth, flux, identifier, latitude, longitude, monthly, noaa, pirata, pmel, quality, rama, station, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
HadISST Average Sea Surface Temperature, 1Â°, Global, Monthly, 1870-present

The Met Office Hadley Centre's sea ice and sea surface temperature (SST) data set, HadISST1, replaces the Global sea Ice and Sea Surface Temperature (GISST) data sets, and is a unique combination of monthly globally-complete fields of SST and sea ice concentration on a 1 degree latitude-longitude grid from 1870 to date.        
        
WARNING: 10 March 2016: A detailed analysis of HadISST (https://ir.library.oregonstate.edu/xmlui/handle/1957/58385) has identified a number of problems, some of which might limit the utility of the dataset for certain scientific applications, particularly where high resolution SST data or spatial gradients of SST are required. Thanks to Dudley Chelton and Craig Risien for bringing this to our attention and their detailed analysis. 

The SST data are taken from the Met Office Marine Data Bank (MDB), which from 1982 onwards also includes data received through the Global Telecommunications System (GTS). In order to enhance data coverage, monthly median SSTs for 1871-1995 from the Comprehensive Ocean-Atmosphere Data Set (COADS) (now ICOADS) were also used where there were no MDB data.

HadISST1 temperatures are reconstructed using a two stage reduced-space optimal interpolation procedure, followed by superposition of quality-improved gridded observations onto the reconstructions to restore local detail. SSTs near sea ice are estimated using statistical relationships between SST and sea ice concentration.

Data restrictions: for academic research use only.

Updates and supplementary information will be available from http://www.hadobs.org

Tags: centre, component, data, earth science, hadisst, hadley, ice, latitude, longitude, met, met office hadley centre, month, monthly, ocean, ocean temperature, oceans, office, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, version
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Primary Productivity, Aqua MODIS and Pathfinder, Global, 2002-2013, EXPERIMENTAL, DEPRECATED OLDER VERSION (Monthly Composite)

Primary Productivity is calculated from NASA Aqua MODIS Chl a SST data.  THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, aqua, biosphere, carbon, chemistry, coastwatch, coastwatch (https://coastwatch.noaa.gov/), dynamics, earth science, ecological, ecological dynamics, ecosystem, ecosystem functions, experimental, functions, global, latitude, longitude, modis, monthly, nasa, net, net_primary_productivity_of_carbon, noaa, nutrients, ocean, ocean chemistry, oceans, primary, primary production, production, productivity, time, vegetation, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, POC, 2012-2016, Daily, DEPRECATED, Lon0360

DEPRECATED 2016-04-01 - SEE THE NEW erdVH2018 VERSION. 
Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Organic Carbon (POC), 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, carbon, chemistry, color, concentration, daily, gsfc, image, joint, jpss, latitude, level, level-3, longitude, mapped, mass, mean, mole_concentration_of_particulate_organic_carbon_in_sea_water, 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
Sensor Data from the NERACOOS SOS Server, 2000-present

Northeastern Regional Association of Coastal Ocean
        Observing Systems (NERACOOS) Sensor Observation Service (SOS)
        The OCEANS IE -- formally approved as an OGC Interoperability
Experiment in December 2006 -- engages data managers and scientists
in the Ocean-Observing community to advance their understanding and
application of various OGC specifications, solidify demonstrations
for Ocean Science application areas, harden software
implementations, and produce candidate OGC Best Practices documents
that can be used to inform the broader ocean-observing community.

Because of the nature of SOS requests, requests for data MUST
include constraints for the longitude, latitude, time, and/or
station_id variables.

Initiators: SURA (lead), Texas A&M University, MBARI, GoMOOS and
Unidata.

Specific goals:
* Compare Sensor Observation Service (SOS) from the OGC's Sensor
  Web Enablement (SWE) initiative to the Web Feature Service (WFS)
  as applied to ocean data in a variety of data formats including
  text files, netCDF files, relational databases, and possibly
  native sensor output; (see Experiment #1 for details)
* Make use of semantic mediation via Semantic Web technologies to
  allow plurality of identification for source types (platforms
  and sensors) and phenomena types;
* Test aggregation services and caching strategies to provide
  efficient queries;
* Explore possible enhancements of THREDDS server, so that THREDDS
  resident data sources might be made available via SOS or WFS;

Tags: air, air quality, air temperature, air_pressure_at_sea_level, air_temperature, altitude, atmosphere, atmospheric, atmospheric pressure, atmospheric pressure measurements, atmospheric temperature, atmospheric winds, boston harbor, buzzards bay, cape cod, chemistry, chlorophyll, circulation, color, concentration, concentration_of_chlorophyll_in_sea_water, conductivity, currents, data, density, direction, direction_of_sea_water_velocity, dominant, dominant_wave_period, earth science, electrical, from, gulf of maine, gust, identifier, latitude, level, long island sound, longitude, measurements, meteorology, narragansett bay, neracoos, ocean, ocean chemistry, ocean circulation, ocean color, ocean currents, ocean observations, ocean temperature, ocean waves, oceanography, oceans, period, pressure, quality, salinity, salinity/density, sea, sea level pressure, sea_water_density, sea_water_electrical_conductivity, sea_water_practical_salinity, sea_water_speed, sea_water_temperature, seawater, sensor, server, significant, significant wave height, significant_height_of_wind_and_swell_waves, sos, speed, static, static pressure, station, station height, surface, surface air temperature, surface waves, surface winds, swell, swells, temperature, time, velocity, visibility, visibility_in_air, water, water temperature, wave, wave period, waves, weather, wind, wind_from_direction, wind_speed, wind_speed_of_gust, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, L3SMI, Global, 4km, Science Quality, 2003-present (Monthly Composite)

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
Wind Diffusivity Current, All Metop ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (14 Day)

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 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, 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, qmuekm, real, satellites, scatterometer, time, wcn, west, wind, wind-driven, wind-driven circulation, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chromophoric Dissolved Organic Material, Aqua MODIS, NPP, East US, 2002-2012 (3 Day Composite), Lon0360

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: 3-day, altitude, aqua, chemistry, chlorophyll, chlorophyll-a, chromophoric, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, concentration, day, degrees, dissolved, earth science, east, latitude, longitude, material, modis, noaa, npp, ocean, ocean chemistry, ocean color, oceans, organic, sea, seawater, time, water, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, East US, 2002-2012 (3 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: 3-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, day, degrees, earth science, east, fluorescence, latitude, line, longitude, modis, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Monthly, 1991-present, Downgoing Shortwave Radiation

This dataset has monthly Downgoing 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.  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.  This dataset contains realtime and delayed mode data (see the 'source' variable).  For more information, see
https://www.pmel.noaa.gov/gtmba/mission .

Tags: atmosphere, atmospheric, atmospheric radiation, buoys, centered, depth, deviation, downgoing, downwelling_shortwave_flux_in_sea_water, earth science, identifier, latitude, longitude, monthly, noaa, peak, pirata, pmel, quality, radiation, rama, shortwave, shortwave radiation, source, standard, station, statistics, surface, surface waves, tao, tao/triton, time, triton, waves
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, OSU DB, West US, 2006-2013 (8 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: 8-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
Wind, All Metop ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (1 Day), Lon+/-180

NOAA CoastWatch distributes near real time wind data originating 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.  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, 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, qmux10, 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
Chlorophyll-a, Aqua MODIS, NPP, East US, 2002-2012 (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: 14-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
NOAA Ship Delaware II Underway Meteorological Data, Quality Controlled

NOAA Ship Delaware II 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.  
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, delaware, density, direction, earth, earth science, electrical, 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