AndreaBozzo/ceres-open-data-index huggingface dataset:
TAO/TRITON, RAMA, and PIRATA Buoys, Daily, 1980-present, Dynamic Height

This dataset has daily Dynamic Height data (a measure of the elevation of the sea level, calculated by integrating the specific volume anomaly of the sea water between the sea surface and 500 m depth) 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: buoys, centered, daily, depth, dynamic, earth science, identifier, latitude, level, longitude, noaa, oceans, pirata, pmel, quality, rama, sea, sea level, sea surface height, sea surface topography, sea_surface_height, station, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Pathfinder Ver 5.2 (L3C), Day and Night, Global, 0.0417Â°, 1981-2006, Science Quality (8 Day Composite), Lon0360

This dataset contains sea surface temperature (SST) data produced as part of the Advanced Very High Resolution Radiometer (AVHRR) Pathfinder SST Project, created using Version 5.2 of the Pathfinder algorithm and the dataset. Multi-day composites and composites of day and night datasets were generated by the Environmental Research Division (NOAA/NMFS/SWFSC/ERD).

Tags: 10m, advanced, aerosol, analysis, area, atmosphere, atmospheric, atmospheric winds, avhrr, bias, center, centers, climate, collated, composite, cryosphere, data, day, deviation, difference, distribution, dynamic, earth science, environmental, error, estimate, extent, fisheries, flag, flags, fraction, global, group for high resolution sea surface temperature (source data), high, ice, ice distribution, ice extent, indicator, information, l2p, l3-collated, l3c, latitude, longitude, marine, measurement, national, ncei, night, nmfs, noaa, nodc, ocean, ocean temperature, oceanographic, oceans, pathfinder, quality, radiometer, record, reference, resolution, science, science quality, sea, sea ice, sea surface temperature, sea_ice_area_fraction, sea_surface_skin_temperature, sensor, service, single, skin, southwest, speed, sses, sst, standard, statistics, surface, surface winds, swfsc, temperature, time, version, very, vhrr, wind, wind_speed, winds
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, Lon0360

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
IPRC, Aquarius, Optimally Interpolated Salinity, 0.5Â°, Global, 7-Day, 2011-2015, v4.0

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, QuikSCAT SeaWinds, 0.125Â°, Global, Science Quality, 1999-2009, Divergence and Modulus (8 Day), Lon+/-180

Remote Sensing Inc. distributes science quality wind divergence and modulus data from the SeaWinds instrument onboard NASA's QuikSCAT satellite.  SeaWinds is a microwave scatterometer designed to measure surface winds over the global ocean.  The reference height is 10 meters. (This is an 8 day composite.)

Tags: altitude, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, divergence, earth science, global, latitude, longitude, noaa, node, ocean, ocean winds, oceans, qsdivw, quality, quikscat, science, science quality, seawinds, surface, surface winds, time, wcn, west, wind, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA Ship Ferdinand Hassler Underway Meteorological Data, Quality Controlled

NOAA Ship Ferdinand Hassler 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, density, direction, earth, earth science, electrical, ferdinand, file, flags, from, fsu, ground, hassler, 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
Diffuse Attenuation K490, Aqua MODIS, NPP, East US, 2002-2012 (14 Day Composite)

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: 14-day, altitude, aqua, attenuation, attenuation/transmission, coastwatch, coastwatch (https://coastwatch.noaa.gov/), coefficient, color, composite, day, degrees, diffuse, earth science, east, k490, latitude, longitude, modis, noaa, npp, ocean, ocean color, ocean optics, oceans, optics, time, transmission, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MODIS Aqua, Level-3 SMI, Global, 4km, Particulate Organic Carbon, 2003-present (8 Day Composite)

MODIS Aqua, Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Organic Carbon (POC) (8 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
CCMP Winds, Atlas FLK v1.1 Derived Surface Winds (Level 3.5a), Global, 0.25 Degree, 1987-2011, Monthly

This dataset is derived under the Cross-Calibrated Multi-Platform (CCMP) project and contains a value-added monthly mean ocean surface wind and pseudostress to approximate a satellite-only climatological data record. The CCMP datasets combine cross-calibrated satellite winds obtained from Remote Sensing Systems (REMSS) using a Variational Analysis Method (VAM) to produce a high-resolution (0.25 degree) gridded analysis. The CCMP data set includes cross-calibrated satellite winds derived from SSM/I, SSMIS, AMSR-E, TRMM TMI, QuikSCAT, SeaWinds, WindSat and other satellite instruments as they become available from REMSS. 

ftp://podaac-ftp.jpl.nasa.gov/allData/ccmp/L3.5a/docs/ccmp_users_guide.pdf

Atlas, R., R. N. Hoffman, J. Ardizzone, S. M. Leidner, J. C. Jusem, D. K. Smith, D. Gombos, 2011: A cross-calibrated, multiplatform ocean surface wind velocity product for meteorological and oceanographic applications. Bull. Amer. Meteor. Soc., 92, 157-174. doi: 10.1175/2010BAMS2946.1

Tags: 3.5a, analyses, analysis, assimilated, atlas, atmosphere, atmospheric, atmospheric winds, averages, ccmp, component, cross-calibrated, derived, downward, earth science, eastward, eastward_wind, ecmwf, flk, gridded, jpl, l3.5, l3.5a, latitude, level, longitude, measures, meters, monthly, multi-platform, nasa, nasa jpl, northward, northward_wind, number, observations, ocean wind, ocean wind vector, ocean wind vectors, pseudostress, speed, stress, surface, surface winds, time, u-component, u-wind, v-component, v-wind, v1.1, vector, vectors, wind, wind data, wind speed, wind stress, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Diffuse Attenuation Coef. K490, Aqua MODIS, NPP, 0.0125Â°, West US, 2002-present (14 Day Composite)

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

Tags: altitude, aqua, attenuation, attenuation/transmission, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), coefficient, color, data, degrees, diffuse, earth science, imaging, k490, latitude, longitude, moderate, modis, mwk490, national, noaa, node, npp, ocean, ocean color, ocean optics, oceans, optics, orbiting, partnership, polar, polar-orbiting, resolution, spectroradiometer, time, transmission, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Multi-scale Ultra-high Resolution (MUR) SST Analysis fv04.0, Global, 0.011Â°, 2002-2017, Daily, DEPRECATED

(This is now DEPRECATED. See the newer version 4.1 of this dataset: jplMURSST41.) 
This daily, global, Multi-scale, Ultra-high Resolution (MUR) Sea Surface Temperature (SST) 1-km data set, Version 4.0, is produced at JPL under the NASA MEaSUREs program. For details, see https://podaac.jpl.nasa.gov/dataset/MUR-JPL-L4-GLOB-v4.1 . This dataset is part of the Multi-sensor Improved Sea Surface Temperatures (MISST) project, which is part of the Group for High-Resolution Sea Surface Temperature (GHRSST) project. Before 2015-05-05, this dataset had the latest files available from JPL (various versions at various times). Starting 2015-05-05, this dataset has entirely fv04 files.

Tags: analysed, analysis, area, binary, composite, deviation, distribution, earth science, error, estimated, field, foundation, fraction, ghrsst, high, ice, ice distribution, identifier, improved, jet, laboratory, land, land_binary_mask, latitude, longitude, mask, multi, multi-scale, multi-sensor, mur, nasa, nasa jpl, ocean, ocean temperature, oceans, propulsion, resolution, scale, sea, sea ice area fraction, sea surface temperature, sea/land, sea_ice_area_fraction, sea_surface_foundation_temperature, sst, standard, statistics, surface, temperature, time, ultra, ultra-high
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
OSU Chlorophyll Bloom Product, Aqua Modis, Northwest US, 2002-2015, Lon0360

This product was developed for the Oregon coast based on the observed change between running 8-day composite chlorophyll-a (CHL) data  obtained by the MODerate Resolution Imaging Spectraradiometer aboard Aqua (MODIS-Aqua). This product was optimized to detect bloom onset via satellite in Oregon's coastal waters, a region typified by high frequency biological variance yet pervasive cloud cover (see McKibben et al. 2012, JGR-Oceans). The product is based on running relative differences between successive 8-day products. A current composite (an average of the previous 8 days) and a reference composite (an average of the 8-day period immediately preceding the current composite). The reference is differenced from the current, then the result is normalized to the reference. Resulting daily imagery highlights the geographic locations of greatest relative change observed between weekly average CHL, providing a way to track onset and advection of active blooms over time. Note the product is optimized to work best in the coastal waters of Oregon, although it is operational further offshore and to the north or south as satellite coverage permits (coverage is increasingly better to the south and worst further offshore and to the north of Oregon).The bloom product accessible from this page is based on the MODIS CHL product and shows the percent relative change in CHL over time. THIS IS AN EXPERIMENTAL PRODUCT - intended strictly for scientific evaluation by professional marine scientists.

Tags: algorithm, altitude, aqua, bloom, change, chemistry, chlorophyll, chlorophyll-a, color, concentration, latitude, longitude, modis, oc3, ocean, ocean chemistry, ocean color, oceans, oceans\\nearth science, oregon, oregon state university, osu, percent, product, relative, sea, seawater, state, time, university, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, 2006-present, EXPERIMENTAL (Monthly 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
CalCOFI Larvae Counts, Scientific Names AS to BA

Fish larvae counts and standardized counts for larvae captured in CalCOFI icthyoplankton nets (primarily vertical [Calvet or Pairovet], oblique [bongo or ring nets], and surface tows [Manta nets]). Surface tows are normally standardized to count per 1,000 m3 strained. Oblique tows are normally standardized to count per 10 m2 of surface sampled. This table includes all tows by species, even if zero larvae were captured for the species, i.e., negative tows. The "Larvae Counts Positive Tows" table includes only tows where one or more larvae were captured for the species selected by the user.

Tags: atmosphere, biology, biosphere, calcofi, earth science, environment, latitude, longitude, ocean, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chromophoric Dissolved Organic Material, Aqua MODIS, NPP, East US, 2002-2012 (1 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: 1-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
Sardine Potential Habitat, NOAA VIIRS Data, Near Real-Time, US West Coast, 2020-present, Daily, Lon0360

A habitat model of sardine distrubtion in the California Current based on satellite remote sensing chlorophyll and sea surface temperature data from the VIIRS SNPP ocean color sensor.

Tags: chlorophyll, coastwatch west coast, concentration_of_chlorophyll_in_sea_water, earth science, frd, habitat, jpss, latitude, longitude, noaa, noaa/nmfs/swfsc/frd, ocean chemistry, ocean color, ocean optics, ocean temperature, oceans, potential, sardine, sea surface temperature, sea_surface_temperature, sst, swfsc, time, viirs, viirs-snpp
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (1 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 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, 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
Chlorophyll-a, Aqua MODIS, NPP, 0.0125Â°, West US, EXPERIMENTAL, 2002-present (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, 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, moderate, modis, mwchla, national, noaa, node, npp, ocean, ocean chemistry, ocean color, oceans, orbiting, partnership, polar, polar-orbiting, resolution, sea, seawater, spectroradiometer, time, us, water, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, Indonesia, 2002-2013 (8 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: 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, experimental, latitude, longitude, modis, noaa, npp, ocean, ocean chemistry, ocean color, oceans, sea, seawater, time, water, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Daily, 1989-present, Latent Heat Flux

This dataset has daily Latent 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, latent, latitude, longitude, noaa, ocean heat budget, oceans, pirata, pmel, quality, rama, station, surface_downward_latent_heat_flux, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, Gulf of Mexico, 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, 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