AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA Ship Bell M. Shimada Underway Meteorological Data, Quality Controlled

NOAA Ship Bell M. Shimada 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, bell, 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, 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, shimada, speed, static, static pressure, surface, surface air temperature, surface winds, 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
Fluorescence Line Height, Aqua MODIS, NPP, East US, 2002-2012 (1 Day Composite), Lon0360

MODIS measures chlorophyll fluorescence, which gives insight into the physiology of phytoplankton in the ocean. When phytoplankton are under stress, the rate at which the fluoresce can be decoupled from the rate of photosynthetic productivity.

Tags: 1-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, day, degrees, earth science, 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
Chlorophyll-a, Orbview-2 SeaWiFS, R2014.0, 0.1Â°, Global, 1997-2010 (Monthly Composite) DEPRECATED, Lon0360

THIS VERSION IS DEPRECATED. SEE THE NEW R2018.0 VERSION IN erdSW2018chlamday. (Feb 2018)

NASA GSFC Ocean Color Web distributes science-quality chlorophyll-a
concentration data from the Sea-viewing Wide Field-of-view Sensor (SeaWiFS)
on the Orbview-2 satellite. This version is the 2014.0 Reprocessing (R2014.0).

The SeaWiFS instrument was launched by Orbital Sciences Corporation on the
OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from
September 1997 until the end of mission in December 2010. SeaWiFS had 8
spectral bands from 412 to 865 nm. It collected global data at 4 km
resolution, and local data (limited onboard storage and direct broadcast)
at 1 km. The mission and sensor were optimized for ocean color measurements,
with a local noon (descending) equator crossing time orbit, fore-and-aft
tilt capability, full dynamic range, and low polarization sensitivity.

Tags: algorithm, biology, center, chemistry, chlorophyll, color, concentration, concentration_of_chlorophyll_in_sea_water, data, earth science, field, field-of-view, flight, goddard, group, gsfc, image, l3, latitude, level, level-3, longitude, mapped, nasa, noaa, obpg, ocean, ocean biology processing group (nasa/gsfc/obpg), ocean chemistry, ocean color, ocean optics, oceans, oci, optics, orbview, orbview-2, palette, processing, sea, sea-wide, seawater, seawifs, sensor, smi, space, standard, time, view, water, wide
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Chlorophyll-a, Orbview-2 SeaWiFS, West US, 1997-2006, Science Quality (Monthly Composite) DEPRECATED

NOAA CoastWatch distributes chlorophyll-a concentration data from the Sea-viewing Wide Field-of-view Sensor (SeaWiFS) on the Orbview-2 satellite.  Because the data was purchased under a NOAA contract with GeoEye, the data can be used but not redistributed.  Images made from the data, however, can be used for any purpose.  Questions regarding data access should be directed to NOAA CoastWatch.

Tags: altitude, andrew, chemistry, chlorophyll, chlorophyll-a, coastwatch (https://coastwatch.noaa.gov/), color, concentration, concentration_of_chlorophyll_in_sea_water, daac, degrees, earth science, geoeye, gsfc, latitude, longitude, maine, monthly, nasa, ocean, ocean chemistry, ocean color, oceans, orbview, orbview-2, quality, science, science quality, sea, seawater, seawifs, thomas, time, water, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, 0.0125Â°, West US, Day time (11 microns), 2002-present (14 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.

Tags: altitude, aqua, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, day, degrees, earth science, imaging, latitude, longitude, microns, moderate, modis, mwsstd, national, noaa, node, npp, ocean, ocean temperature, oceans, orbiting, partnership, polar, polar-orbiting, resolution, sea, sea surface temperature, sea_surface_temperature, spectroradiometer, sst, surface, temperature, time, us, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 45N 125W, 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
Remote Sensing Reflectance at 667 nm, Terra MODIS, NPP, Global, 2000-2013, Science Quality (Monthly Composite), Lon+/-180

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: altitude, coastwatch, coastwatch (https://coastwatch.noaa.gov/), degrees, earth science, global, latitude, longitude, modis, monthly, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, quality, radiance, reflectance, remote, science, science quality, sensing, terra, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, NOAA/OSU POES AVHRR, LAC, West US, Nighttime, 1992-2012 (Hourly), Lon+/-180

NOAA CoastWatch provides sea surface temperature (SST) 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.

Tags: altitude, avhrr, coastwatch, coastwatch (https://coastwatch.noaa.gov/), earth science, hourly, lac, latitude, longitude, nighttime, noaa, ocean, ocean temperature, oceans, osu, poes, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Daily, 1989-present, Evaporation

This dataset has daily Evaporation 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 water vapor, buoys, centered, daily, depth, earth science, evaporation, identifier, latitude, longitude, lwe_water_evaporation_rate, meteorology, noaa, pirata, pmel, quality, rama, station, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, Nighttime (11 microns), 2002-2013, DEPRECATED OLDER VERSION (Monthly 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.  Currently, only daytime imagery is supported.  This is Science Quality data.

Tags: altitude, aqua, 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, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, East US, 2002-2012 (14 Day Composite), Lon0360

MODIS measures chlorophyll fluorescence, which gives insight into the physiology of phytoplankton in the ocean. When phytoplankton are under stress, the rate at which the fluoresce can be decoupled from the rate of photosynthetic productivity.

Tags: 14-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
NRL HYCOM+NCODA, GLBu0.08/expt 91.2, Global, 1/12 deg, 2016 to 2018, at Depths, Lon+/-180

HYbrid Coordinate Ocean Model (HYCOM) + NCODA, GLBu0.08/expt 91.2, Global, 1/12 deg, from the U.S. Navy's Naval Research Laboratory (NRL). The hybrid coordinate is one that is isopycnal in the open, stratified ocean, but smoothly reverts to a terrain-following coordinate in shallow coastal regions, and to z-level coordinates in the mixed layer and/or unstratified seas. The hybrid coordinate extends the geographic range of applicability of traditional isopycnic coordinate circulation models (the basis of the present hybrid code), such as the Miami Isopycnic Coordinate Ocean Model (MICOM) and the Navy Layered Ocean Model (NLOM), toward shallow coastal seas and unstratified parts of the world ocean.

Tags: data, depth, eastward_sea_water_velocity, glbu, latitude, longitude, naval, naval oceanographic office, northward_sea_water_velocity, oceanographic, office, sea_water_practical_salinity, sea_water_temperature, tau, tds.hycom.org, thredds, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Primary Productivity, Aqua MODIS, NPP, Global, 2003-present, EXPERIMENTAL (Monthly Composite), Lon0360

calculates the composite of vertically integrated primary productivity one day files that use the Behrenfield - Falkowski method and satellite-based measurements of Chlorophyll a, incident visible surface irradiance, and sea surface temperature.  see (Behrenfield and Falkowski, L&O 1997).

Tags: altitude, aqua, biosphere, carbon, chemistry, chla, chlorophyll, chlorophyll-a, data, dynamics, earth science, ecological, ecological dynamics, ecosystem, ecosystem functions, erd, experimental, functions, global, imaging, l3m, latitude, longitude, mhpprod, moderate, modis, monthly, national, net, net_primary_productivity_of_carbon, noaa, noaa nmfs swfsc erd, npp, ocean, ocean chemistry, oceans, orbiting, partnership, polar, polar-orbiting, primary, primary production, production, productivity, resolution, sea, spectroradiometer, sst, surface, temperature, time, vegetation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
VIIRSN, Suomi-NPP, Level-3 SMI, Global, 4km, POC, 2012-2016, Daily, DEPRECATED

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
Sea Surface Height, Absolute, Aviso, 0.25 degrees, Global, 1992-2012, Science Quality (1 Day Composite), Lon+/-180

Aviso Absolute Sea Surface Height is the Sea Surface Height Deviation plus the long term mean dynamic height. This is Science Quality data.

Tags: above, absolute, altitude, archiving, aviso, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, degrees, earth, earth science, geodetics, geodetics/gravity, geoid, geoid properties, global, gravity, interpretation, latitude, level, long, longitude, ltm, mean, noaa, node, ocean, oceanography, oceans, properties, quality, satellite, science, science quality, sea, sea level, sea surface height, sea surface topography, sea_surface_height_above_geoid, solid, solid earth, ssh, surface, tasshl, term, time, topography, validation, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Quarterly, 1991-present, Net Shortwave Radiation

This dataset has quarterly Net Shortwave Radiation data from the
TAO/TRITON (Pacific Ocean, https://www.pmel.noaa.gov/gtmba/ ),
RAMA (Indian Ocean, https://www.pmel.noaa.gov/gtmba/pmel-theme/indian-ocean-rama ), and
PIRATA (Atlantic Ocean, https://www.pmel.noaa.gov/gtmba/pirata/ )
arrays of moored buoys which transmit oceanographic and meteorological data to shore in real-time via the Argos satellite system.  These buoys are major components of the CLIVAR climate analysis project and the GOOS, GCOS, and GEOSS observing systems.  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: atmosphere, atmospheric, atmospheric radiation, buoys, centered, depth, downwelling_shortwave_flux_in_sea_water, earth science, identifier, latitude, longitude, net, noaa, pirata, pmel, quality, quarterly, radiation, rama, shortwave, shortwave radiation, station, surface, surface waves, tao, tao/triton, time, triton, waves
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST and SST Anomaly, NOAA Global Coral Bleaching Monitoring, 5km, V.3.1, Monthly, 1985-Present, Lon0360

This is a product of NOAA Coral Reef Watch Global 5km Satellite Coral Bleaching Heat Stress Monitoring Product Suite, derived from CoralTemp v1.0.

Tags: 5km, analysed, anomaly, array, characteristics, coral, crw, data, earth, earth science, engineering, environmental, flag, global, information, infrared, infrared wavelengths, land, land surface, land surface temperature, land temperature, latitude, longitude, mask, mean, month, monthly, national, nesdis, noaa, noaa coral reef watch program, ocean, ocean temperature, oceans, pixel, program, quality, reef, satellite, science, sea, sea surface temperature, sea surface temperature anomaly, sea_surface_temperature, seawater, service, spectral, spectral/engineering, sst, star, surface, surface_temperature_anomaly, temperature, thermal, thermal infrared, time, v.3.1, watch, water, water temperature, wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
TAO/TRITON, RAMA, and PIRATA Buoys, Monthly, 1997-present, Precipitation

This dataset has monthly Precipitation 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: amount, atmosphere, buoys, centered, depth, deviation, earth science, identifier, latitude, longitude, meteorology, monthly, noaa, percent, pirata, pmel, precipitation, precipitation amount, precipitation_amount, quality, raining, rama, source, standard, station, statistics, tao, tao/triton, time, triton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (3 Day Composite)

MODIS measures photosynthetically available radiation that may be used to mode primary productivity.  THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 3-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
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present (Monthly)

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 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, 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
OSU FLH Bloom Product, Aqua Modis, Northwest US, 2002-2015, Lon0360

Two bloom products were developed for the Oregon coast based on the observed change between running 8-day composite chlorophyll-a (CHL) and fluorescence line-height (FLH) products obtained by the MODerate Resolution Imaging Spectraradiometer aboard Aqua (MODIS-Aqua). These products were 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 products are 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 or FLH over time, providing a way to track onset and advection of active blooms over time. Note the product is optimized to work best in Oregon's coastal waters, 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 MODIS-Aqua FLH and shows the percent relative change in FLH over time. THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: altitude, aqua, bloom, cflh, change, fluorescence, latitude, line, longitude, modis, optical, optical properties, oregon, oregon state university, osu, percent, product, properties, relative, sea, seawater, state, time, university, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Currents, HFRadar, SF Bay, 1 hr, 2006-2007, EXPERIMENTAL, Lon+/-180

The data is the 1 hour 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 (https://coastwatch.noaa.gov/), cocmp, currents, derived, earth science, eastward, eastward_sea_water_velocity, experimental, garfield, hf radar, latitude, longitude, meridional, newell, northward, northward_sea_water_velocity, ocean, ocean circulation, ocean currents, oceans, radio, radio-derived, scan, sea, seawater, sfsu, single, time, velocity, water, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce