AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA Ship Pisces Underway Meteorological Data, Quality Controlled

NOAA Ship Pisces 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, file, flags, from, fsu, ground, heading, history, humidity, information, latitude, level, longitude, measurements, meteorological, meteorology, oceans, over, pisces, 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
Wind, All Metop ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (Monthly), 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 monthly 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
Wind Stress, Metop-A ASCAT, 0.25Â°, Global, Near Real Time, 2009-present (3 Day), Lon+/-180

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-A 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 a 3 day composite.)

Tags: advanced, altitude, ascat, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, downward, earth science, eastward, eumetsat, european, exploitation, global, latitude, longitude, meteorological, metop, near, near real time, noaa, node, ocean, ocean winds, oceans, organisation, qataux, 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
Topography, Smith & Sandwell v11.1, 1/60-degree

Global seafloor topography from satellite altimetry and ship depth soundings.

Tags: altitude, arc, atmosphere, bathymetry, bathymetry/seafloor topography, earth science, global, latitude, longitude, oceans, scripps, second, srtm30+, station, topography, ucsd, version
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, Indonesia, Daytime, 2002-2013 (3 Day Composite)

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.

Tags: altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, day, daytime, earth science, indonesia, latitude, longitude, modis, noaa, npp, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind, QuikSCAT SeaWinds, 0.125Â°, Global, Science Quality, 1999-2009 (3 Day), Lon+/-180

Remote Sensing Inc. distributes science quality wind velocity data from the SeaWinds instrument onboard NASA's QuikSCAT satellite.  SeaWinds is a microwave scatterometer designed to measure surface winds over the global ocean.  Wind velocity fields are provided in zonal, meridional, and modulus sets. The reference height for all wind velocities is 10 meters. (This is a 3 day composite.)

Tags: altitude, atmosphere, atmospheric, atmospheric winds, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, earth science, global, latitude, longitude, noaa, node, ocean, ocean winds, oceans, qsux10, quality, quikscat, science, science quality, seawinds, surface, surface winds, time, wcn, west, wind, winds, x_wind, y_wind, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Pathfinder Ver 5.2 (L3C), Night, Global, 0.0417Â°, 1981-2012, Science Quality (1 Day Composite), Lon0360

Nighttime measurements from the Advanced Very High Resolution Radiometer (AVHRR) Pathfinder Version 5.2 L3-Collated (L3C) sea surface temperature. This netCDF-4 file contains sea surface temperature (SST) data produced as part of the AVHRR Pathfinder SST Project. These data were created using Version 5.2 of the Pathfinder algorithm and the file is nearly but not completely compliant with the Global High-Resolution Sea Surface Temperature (GHRSST) Data Specifications V2.0 (GDS2).  The file does not encode time according to the GDS2 specifications, and the sses_bias and sses_standard_deviation variables are empty.  Full compliance with GDS2 specifications will be achieved in the future Pathfinder Version 6. These data were created as a partnership between the University of Miami and the US NOAA/National Oceanographic Data Center (NODC).
        
2014-02-11 Files downloaded from https://data.nodc.noaa.gov/pathfinder/Version5.2 to NOAA NMFS SWFSC ERD by erd.data@noaa.gov . Aggregated with reference times from the dates in the file names. Removed other, misleading time values from the file names and the data files. Removed empty sses_bias and sses_standard_deviation variables. Fixed the incorrect add_offset and scale_factor for aerosol_dynamic_indicator in file from 1981 through 2000.

Tags: 10m, aerosol, analysis, area, atmosphere, atmospheric, atmospheric winds, avhrr, bias, climate, collated, cryosphere, data, deviation, difference, distribution, dynamic, earth science, estimate, extent, flag, flags, fraction, group for high resolution sea surface temperature, ice, ice distribution, ice extent, indicator, l2p, l3-collated, l3c, last, latitude, longitude, measurement, noaa, nodc, ocean, ocean temperature, oceans, pathfinder, quality, record, reference, sea, sea ice, sea surface temperature, sea_ice_area_fraction, sea_surface_skin_temperature, skin, speed, sses, sst, standard, statistics, surface, surface winds, temperature, time, version, wind, wind_speed, winds
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (Monthly Composite), Lon0360

NOAA CoastWatch distributes chlorophyll-a concentration data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  The algorithm currently used in processing the water leaving radiance to chlorophyll concentration has not yet been accepted as science quality.  In addition, assumptions are made in the atmospheric correction in order to provide the data in a timely manner.

Tags: altitude, aqua, chemistry, chlorophyll, chlorophyll-a, coastwatch, coastwatch (https://coastwatch.noaa.gov/), color, composite, concentration, concentration_of_chlorophyll_in_sea_water, day, degrees, earth science, gulf, latitude, longitude, mexico, modis, monthly, noaa, npp, ocean, ocean chemistry, ocean color, oceans, sea, seawater, time, water, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua AMSR-E, Near Real Time, Global, 2007-2011 (3 Day Composite), Lon+/-180

NOAA OceanWatch provides sea surface temperature (SST) products derived from microwave sensors, which can measure ocean temperatures even in the presence of clouds.  This data is provided at moderate spatial resolution (0.025 degrees) for the Global Ocean.  Measurements are gathered by Japan's Advanced Microwave Scanning Radiometer (AMSR-E) instrument, a passive radiance sensor carried aboard NASA's Aqua spacecraft.

Tags: 3-day, altitude, amsr, amsr-e, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, global, latitude, longitude, near, near real time, noaa, ocean, ocean temperature, oceans, real, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Terra MODIS, OSU DB, West US, 2006-2007, EXPERIMENTAL (14 Day Composite), Lon+/-180

NOAA CoastWatch distributes chlorophyll-a concentration data from NASA's Terra 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). THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 14-day, altitude, chemistry, chlorophyll, chlorophyll-a, coas, coastwatch (https://coastwatch.noaa.gov/), color, concentration, concentration_of_chlorophyll_in_sea_water, day, degrees, earth science, experimental, latitude, longitude, modis, ocean, ocean chemistry, ocean color, oceans, osu, sea, seawater, terra, time, water, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Multi-scale Ultra-high Resolution (MUR) SST Analysis Anomaly fv04.1, Global, 0.01Â°, 2002-present, Daily

A daily Sea Surface Temperature (SST) Anomaly product created by ERD based on JPL MUR's climatology (2003-2014) of the Jet Propulsion Laboratory's (JPL) Multi-scale Ultra-high Resolution (MUR), merged, multi-sensor L4 v4.1 Foundation SST analysis product (part of the Group for High-Resolution Sea Surface Temperature (GHRSST) project).
        
The data for the most recent 4 days is usually revised everyday.  The data for other days is sometimes revised.

Tags: anomaly, binary, coast, coastwatch, composite, daily, data, day, earth science, erd, field, foundation, ghrsst, global, high, identifier, jet, jpl, laboratory, land, land_binary_mask, latitude, longitude, mask, multi, multi-scale, mur, noaa, noaa nmfs swfsc erd and noaa nesdis coastwatch wcrn, node, ocean, ocean temperature, oceans, propulsion, regional, resolution, scale, sea, sea surface temperature, sea/land, sea_surface_foundation_temperature_anomaly, sst, sstanom, surface, temperature, time, ultra, ultra-high, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, GHRSST Blended, MW-IR-OI-RT, Near Real Time, Global, 2006-2012 (1 Day Composite)

Analyzed Foundation, Microwave + InfraRed Optimally Interpolated, Near Real Time, Global, Sea Surface Temperature data. The through-cloud capabilities of microwave radiometers provide a valuable picture of global sea surface temperature (SST). To utilize this, scientists at Remote Sensing Systems have calculated a daily, Optimally Interpolated (OI) SST product at quarter degree (~25 kilometer) resolution. This product is ideal for research activities in which a complete, daily SST map is more desirable than one with missing data due to orbital gaps or environmental conditions precluding SST retrieval. Improved global daily NRT SSTs should be useful for a wide range of scientific and operational activities. The addition of SST derived from Infrared (IR) measurements allows higher spatial resolution, and SST near land. However, IR input is less accurate than MW due to cloud contamination. Blending MW and IR enables greater coverage and higher accuracy than IR only SSTs, but current OI does not completely eliminate cloud contamination inherent to IR SSTs. This is a near real time data set and is intended for use in operations applications. A higher-quality "Science Quality" data set is generally available about 10 days after the production of the real time version. It is recommended that the "Science Quality" data be used for scientific applications.

Tags: 1-day, analysed, composite, day, deviation, earth science, error, estimated, field, foundation, global, ice, identifier, lake, land, latitude, longitude, mask, noaa nmfs swfsc erd, ocean, ocean temperature, oceans, remote, sea, sea surface temperature, sea/land/lake/ice, sea_surface_temperature, sensing, sst, standard, statistics, surface, systems, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wind Diffusivity Current, QuikSCAT SeaWinds, 0.125Â°, Global, Science Quality, 1999-2009 (8 Day), Lon+/-180

NOAA CoastWatch distributes science quality Ekman current (in zonal, meridional, and modulus sets) and Ekman upwelling data.  This data begins with wind velocity measurements from the 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, and finally to Ekman current and Ekman upwelling. (This is an 8 day composite.)

Tags: altitude, circulation, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), current, data, degrees, diffusivity, driven, earth science, global, latitude, longitude, noaa, node, ocean, ocean circulation, oceans, qsuekm, quality, quikscat, science, science quality, seawinds, time, wcn, west, wind, wind-driven, wind-driven circulation, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Navy Global Environmental Model (NAVGEM), 1 degree, 2013-present, 20 m Wind

Navy Global Environmental Model (NAVGEM) is a global numerical weather prediction computer model. It replaced NOGAPS as the prime model in the middle of February 2013 at the Navy Fleet Numerical Meteorology and Oceanography Center (FNMOC) Weather model synoptic site. [Wikipedia]

Tags: above, altitude, atmosphere, atmospheric, atmospheric winds, axis, but, center, component, conformal, data, earth, earth science, east, east-west, eastward, eastward_wind, fleet, fnmoc, grid, ground, lambert, latitude, level, local, longitude, mercator, meteorology, monterey, not, numerical, oceanography, others, relative, science, source, specified, spherical, states, surface, surface winds, time, true, united, west, which, wind, winds
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), Lon+/-180

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
Upwelling Index, 57N 137W, 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
VIIRSN, Suomi-NPP, Level-3 SMI, NASA, Global, 4km, POC, v2016, 2012-2017, Daily, DEPRECATED

THIS VERSION WAS DISCONTINUED on 2017-12-01. SEE THE NEW erdVH2018 DATASETS. Level-3 Standard Mapped Image (SMI), Global, 4km, Particulate Organic Carbon (POC), 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 2016-04-01.)

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
Photosynthetically Available Radiation, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (8 Day Composite), Lon0360

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: 8-day, active, altitude, aqua, available, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, degrees, downwelling_photosynthetic_photon_radiance_in_sea_water, earth science, gulf, insolation, latitude, longitude, mexico, modis, noaa, npp, ocean, ocean optics, oceans, optics, par, photosynthetically, radiation, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
OSU SST Anomaly V2, MODIS Aqua, West US, 2003-present

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

Tags: altitude, and atmospheric sciences, anomaly, aqua, atmospheric, coast, college, earth, earth science, fields, high, land, land surface, land surface temperature, land temperature, latitude, longitude, modis, ocean, ocean temperature, oceans, oregon, oregon state university - college of earth, resolution, sciences, sea, sea surface temperature, sst, state, surface, surface_temperature_anomaly, temperature, time, u.s., university, west, west coast
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA NOS SOS, EXPERIMENTAL, 1853-present, Water Level

The NOAA NOS SOS server is part of the IOOS DIF SOS Project.  The stations in this dataset have water surface height above a reference datum.  ****These services are for testing and evaluation use only****

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

Tags: altitude, bathymetry, bathymetry/seafloor topography, earth science, latitude, longitude, noaa nos, oceans, time, water_surface_height_above_reference_datum
Organization: National Oceanic and Atmospheric Administration, Department of Commerce