AndreaBozzo/ceres-open-data-index huggingface dataset:
OSU Chlorophyll Bloom Product, VIIRS Suomi-NPP, Northwest US, 2012-2015

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 VIIRS aboard the Suomi-NPP spacecraft. This product was optimized to detect bloom onset via satellite in the coastal waters of Oregon, 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 VIIRS 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, bloom, change, chemistry, chlorophyll, chlorophyll-a, color, concentration, earth science, latitude, longitude, npp, oc3, ocean, ocean chemistry, ocean color, oceans, oregon, oregon state university, osu, percent, product, relative, sea, seawater, state, suomi, time, university, viirs, water
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, 2002-2013, DEPRECATED OLDER VERSION (8 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 they fluoresce can be decoupled from the rate of photosynthetic productivity. THIS IS AN EXPERIMENTAL PRODUCT: intended strictly for scientific evaluation by professional marine scientists.

Tags: 8-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, fluorescence, latitude, longitude, modis, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, quality, science, science quality, time, wcn, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA NOS SOS, EXPERIMENTAL, 1853-present, Air Temperature

The NOAA NOS SOS server is part of the IOOS DIF SOS Project.  The stations in this dataset have air temperature data.  ****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: air, air temperature, air_temperature, altitude, atmosphere, atmospheric, atmospheric temperature, earth science, experimental, identifier, latitude, longitude, noaa, noaa nos, nos, sensor, sos, station, station height, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 54N 134W, 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
Wind, Metop-B ASCAT, 0.25Â°, Global, Near Real Time, 2013-present, Divergence and Modulus (14 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-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 14 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
Navy Global Environmental Model (NAVGEM), 1 degree, 2013-present, 20 m Wind, Lon+/-180

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
SST, GOES Imager, Day and Night, Western Hemisphere, 2001-2020 (8 Day Composite), Lon+/-180

NOAA CoastWatch provides SST data from the NOAA Geostationary Operational Environmental Satellites (GOES).  Measurements are gathered by the GOES Imager, a multi-channel radiometer carried aboard the satellite.  SST is available for hourly Imager measurements, or in composite images of various durations.

Tags: 8-day, altitude, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, goes, hemisphere, imager, latitude, longitude, night, noaa, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn, western
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Primary Productivity, Aqua MODIS and GOES Imager, Global, 2006-2007, EXPERIMENTAL (8 Day Composite)

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

Tags: 8-day, altitude, aqua, chemistry, coast, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, experimental, global, goes, gsfc, imager, latitude, longitude, modis, nasa, nesdis, net, net_primary_productivity, noaa, nutrients, ocean, ocean chemistry, oceans, primary, productivity, time, west
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Upwelling Index, 33N 119W, 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
Currents, HFRadar, Monterey Bay, 1 hr, 2008-2009, 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, coastwatch (https://coastwatch.noaa.gov/), currents, derived, earth science, eastward, eastward_sea_water_velocity, experimental, hfr, hr radar, latitude, longitude, meridional, monterey, noaa, northward, northward_sea_water_velocity, ocean, ocean circulation, ocean currents, oceans, radar, radio, radio-derived, scan, sea, seawater, single, time, velocity, water, wcn, zonal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Photosynthetically Available Radiation, Aqua MODIS, NPP, East US, 2002-2012 (3 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: 3-day, active, altitude, aqua, available, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, degrees, downwelling_photosynthetic_photon_radiance_in_sea_water, earth science, east, insolation, latitude, longitude, modis, noaa, npp, ocean, ocean optics, oceans, optics, par, photosynthetically, radiation, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, East US, Daytime and Nighttime (11 microns), 2002-2011 (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.

Tags: 14-day, altitude, aqua, coastwatch (https://coastwatch.noaa.gov/), composite, day, daytime, degrees, earth science, east, gsfc, latitude, longitude, microns, modis, monthly, nasa, nighttime, npp, ocean, ocean temperature, oceans, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST smoothed frontal gradients

An improved automatic detection of mesoscale fronts, derived from Cayula, J. F., & Cornillon, P. (1992) and Cayula, J. F., & Cornillon, P. (1995), using the new method described by Nieto et al. (2012)

Nieto, Karen, Demarcq, H. and McClatchie, S. "Mesoscale frontal structures in the Canary Upwelling System: new front and filament detection algorithms applied to spatial and temporal patterns". Remote Sensing of the Environment 123, 2012 (pp.339-346)"

Cayula, J. F., & Cornillon, P. (1992). Edge detection algorithm for SST images. Journal of Atmospheric and Oceanic Technology, 9, 67-80.

Cayula, J. F., & Cornillon, P. (1995). Multi-image edge detection for SST images. Journal of Atmospheric and Oceanic Technology, 12, 821-829.

Tags: atmosphere, biology, biosphere, earth science, environment, latitude, longitude, noaa/nmfs/swfsc, ocean, time
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, Lon0360

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
NOAA Ship Ka'imimoana Underway Meteorological Data, Quality Controlled

NOAA Ship Ka'imimoana 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, ka'imimoana, latitude, level, longitude, measurements, meteorological, meteorology, oceans, over, platform, pressure, quality, rainfall_rate, relative, relative_humidity, salinity, salinity/density, sea, sea level pressure, sea_water_electrical_conductivity, sea_water_practical_salinity, sea_water_temperature, seawater, speed, static, static pressure, surface, surface air temperature, surface winds, surface_downwelling_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
SST, POES AVHRR, LAC, Alaska, Day and Night, 2006-2008 (14 Day Composite)

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: 14-day, alaska, altitude, avhrr, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, degrees, earth science, lac, latitude, longitude, night, noaa, ocean, ocean temperature, oceans, poes, sea, sea surface temperature, sea_surface_temperature, sst, surface, temperature, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, Daytime (11 microns), 2002-2013, DEPRECATED OLDER VERSION (8 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.  Currently, only daytime imagery is supported.  This is Science Quality data.

Tags: 8-day, altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), day, daytime, degrees, earth science, global, gsfc, latitude, longitude, microns, modis, 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
Chlorophyll-a, Aqua MODIS, OSU DB, West US, 2006-2013 (8 Day Composite), Lon+/-180

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
Navy Global Environmental Model (NAVGEM), 1 degree, 2013-present, Pressure MSL, Lon+/-180

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: center, conversion, data, fleet, fnmoc, latitude, level, local, longitude, mean, meteorology, monterey, numerical, observed, oceanography, pressure, sea, source, states, theortically, time, united, value
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MODIS Aqua, Level-3 SMI, Global, 4km, Particulate Organic Carbon, 2003-present (8 Day Composite), Lon0360

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
AMSRE Model Output, obs4MIPs NASA-JPL, Global, 1 Degree, 2002-2010, Monthly

This data set contains sea surface temperature (SST) data on a monthly 1 degree grid from the Advanced Microwave Scanning Radiometer (AMSR-E) aboard NASA's Aqua spacecraft. The data were produced by Remote Sensing Systems in support of the CMIP5 (Coupled Model Intercomparison Project Phase 5) under the World Climate Research Program (WCRP). Along with this dataset, two additional ancillary data files are included in the same directory which contain the number of observations and standard error co-located on the same 1 degree grids. AMSR-E, a passive-microwave radiometer launched on the Aqua platform on 4 May 2002, was provided by the National Space Development Agency (NASDA) of Japan to NASA as an indispensable part of Aqua's global hydrology mission. Over the oceans, AMSR-E is measuring a number of important geophysical parameters, including SST, wind speed, atmospheric water vapor, cloud water, and rain rate. A key feature of AMSR-E is its capability to see through clouds, thereby providing an uninterrupted view of global SST and surface wind fields. For more information, see
ftp://podaac.jpl.nasa.gov/OceanTemperature/amsre/L3/sst_1deg_1mo/docs/tosTechNote_AMSRE_L3_v7_200206-201012.pdf

Tags: amsre, earth science, jpl, latitude, longitude, model, nasa, nasa-jpl, obs-amsre, obs4mips, observation, observations, ocean, ocean temperature, oceans, output, prepared, remote, remote sensing systems, sea, sea surface temperature, sea_surface_temperature, sea_surface_temperature_number_of_observations, sea_surface_temperature_standard_error, sensing, surface, systems, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Navy Global Environmental Model (NAVGEM), 0.5 degree, 2013-present, Pressure MSL, Lon+/-180

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: center, conversion, data, fleet, fnmoc, latitude, level, local, longitude, mean, meteorology, monterey, numerical, observed, oceanography, pressure, sea, source, states, theortically, time, united, value
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Fluorescence Line Height, Aqua MODIS, NPP, Gulf of Mexico, 2002-2012 (Monthly 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: altitude, aqua, coastwatch, coastwatch (https://coastwatch.noaa.gov/), composite, day, degrees, earth science, fluorescence, gulf, latitude, line, longitude, mexico, modis, monthly, noaa, npp, ocean, ocean optics, oceans, optical, optical properties, optics, properties, time, wcn
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SST, Aqua MODIS, NPP, 0.025 degrees, Pacific Ocean, Daytime, 2006-present (8 Day Composite), Lon+/-180

NOAA CoastWatch provides SST data from NASA's Aqua Spacecraft.  Measurements are gathered by the Moderate Resolution Imaging Spectroradiometer (MODIS) carried aboard the spacecraft.  Currently, only daytime imagery is supported.

Tags: altitude, aqua, center, coastwatch, coastwatch (https://coastwatch.noaa.gov/), data, day, daytime, degrees, earth science, flight, goddard, gsfc, imaging, latitude, longitude, mbsstd, moderate, modis, nasa, national, noaa, npp, ocean, ocean temperature, oceans, orbiting, pacific, partnership, polar, polar-orbiting, resolution, sea, sea surface temperature, sea_surface_temperature, space, spectroradiometer, sst, surface, temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NRL HYCOM+NCODA, GLBu0.08/expt 90.9, Global, 1/12 deg, 2012-2013, at Surface

HYbrid Coordinate Ocean Model (HYCOM) + NCODA, GLBu0.08/expt 90.9, 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, glbu, latitude, longitude, naval, naval oceanographic office, oceanographic, office, sea_surface_elevation, tau, tds.hycom.org, thredds, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce