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Grid DAP Data | Sub- set | Table DAP Data | Make A Graph | W M S | Source Data Files | Acces- sible | Title | Sum- mary | FGDC, ISO, Metadata | Back- ground Info | RSS | E | Institution | Dataset ID |
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data | graph | M | files | public | C-HARM v1 2-Day Forecast, Pseudo-nitzschia, cellular domoic acid, and particular domoic acid probability, California and Southern Oregon coast, 2018-2022, Lon+/-180 | F I M | background | UCSC, UCSD | charmForecast2day_LonPM180 |
Row Type | Variable Name | Attribute Name | Data Type | Value |
---|---|---|---|---|
attribute | NC_GLOBAL | _NCProperties | String | version=2,netcdf=4.8.1,hdf5=1.12.1 |
attribute | NC_GLOBAL | acknowledgement | String | We thank NOAA CoastWatch West Coast Node (https://coastwatch.pfeg.noaa.gov/) for generating and serving the C-HARM model output and NOAA Southwest Fisheries (https://www.fisheries.noaa.gov/about/southwest-fisheries-science-center) for computing resources. ROMS model data was provided by the Cooperative Ocean Prediction System (http://west.rssoffice.com/). Ocean color data provided by NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group (MODIS Aqua Ocean Color Data; 2018 Reprocessing, doi: 10.5067/AQUA/MODIS/L2/OC/2018), NASA OB.DAAC, Greenbelt, MD, USA. This project was supported by the NASA Applied Sciences Program grant 80NSSC17K0049. |
attribute | NC_GLOBAL | cdm_data_type | String | Grid |
attribute | NC_GLOBAL | composite | String | true |
attribute | NC_GLOBAL | contributor | String | Dale Robinson, Fred Bahr, Yizhen Li, Raphe Kudela, Richard Stumpf, SCCOOS |
attribute | NC_GLOBAL | contributor_email | String | dale.robinson@noaa.gov, flbahr@mbari.org, yizhen.li@noaa.gov, kudela@ucsc.edu, richard.stumpf@noaa.gov, cra002@ucsd.edu |
attribute | NC_GLOBAL | contributor_role | String | operationalize, model coding, code transition, Co-PI, Co-PI, CA HAB Bulletin |
attribute | NC_GLOBAL | contributor_url | String | https://coastwatch.pfeg.noaa.gov, https://www.cencoos.org, https://coastalscience.noaa.gov/research/stressor-impacts-mitigation/hab-forecasts, https://www.ucsc.edu, https://coastalscience.noaa.gov/, https://www.sccoos.org |
attribute | NC_GLOBAL | Conventions | String | CF-1.6, COARDS, ACDD-1.3 |
attribute | NC_GLOBAL | creator_email | String | cra002 at ucsd.edu |
attribute | NC_GLOBAL | creator_name | String | Clarissa Anderson |
attribute | NC_GLOBAL | creator_type | String | person |
attribute | NC_GLOBAL | creator_url | String | https://www.cencoos.org/observations/models-forecasts/ |
attribute | NC_GLOBAL | date_created | String | 2022-03-18T12:41:24Z |
attribute | NC_GLOBAL | date_issued | String | 2022-03-18T12:41:24Z |
attribute | NC_GLOBAL | date_metadata_modified | String | 2022-03-18T12:41:24Z |
attribute | NC_GLOBAL | date_modified | String | 2022-03-18T12:41:24Z |
attribute | NC_GLOBAL | Easternmost_Easting | double | -117.0 |
attribute | NC_GLOBAL | geospatial_lat_max | double | 43.0 |
attribute | NC_GLOBAL | geospatial_lat_min | double | 31.3 |
attribute | NC_GLOBAL | geospatial_lat_resolution | double | 0.03 |
attribute | NC_GLOBAL | geospatial_lat_units | String | degrees_north |
attribute | NC_GLOBAL | geospatial_lon_max | double | -117.0 |
attribute | NC_GLOBAL | geospatial_lon_min | double | -127.5 |
attribute | NC_GLOBAL | geospatial_lon_resolution | double | 0.03 |
attribute | NC_GLOBAL | geospatial_lon_units | String | degrees_east |
attribute | NC_GLOBAL | history | String | 2022-03-18: DINEOF gap filling was applied to daily MODIS Aqua chlorophyll, 555nm reflectance, and 488nm reflectance fields extending back 180 days from today's date. The gap-filled data plus salinity and temperature ROMS data were used as inputs to the C-HARM model to obtain nowcast. ROMS current forecasts were used to advect the MODIS data 1, 2, and three days into the future and gap-filled with DINEOF. These gap-filled data plus salinity and temperature ROMS forecast data were used as inputs to the C-HARM model to obtain forecasts for 1, 2, and 3 days into the future. |
attribute | NC_GLOBAL | id | String | charmForecastDay2 |
attribute | NC_GLOBAL | infoUrl | String | https://data.cencoos.org/#search?type_group=all&query=hab&page=1 |
attribute | NC_GLOBAL | institute | String | UCSC UCSD |
attribute | NC_GLOBAL | institution | String | UCSC, UCSD |
attribute | NC_GLOBAL | keywords | String | 488nm, 555nm, acid, air, atmosphere, atmospheric, biological, biosphere, c-harm, california, cell, cells, cells/l, cellular, cellular_domoic, cencoos, chemistry, chla, chla_filled, chlorophyll, chlorophyll-a, classification, coast, coastal, coastwatch, color, concentration, concentration_of_chlorophyll_in_sea_water, data, deigo, diatoms, dineof, domoic, domoic acid, downwelling, earth, Earth Science > Atmosphere > Atmospheric Radiation > Radiative Flux, Earth Science > Biological Classification > Protists > Diatoms, Earth Science > Biological Classification > Protists > Plankton > Phytoplankton, Earth Science > Biosphere > Ecosystems > Marine Ecosystems > Coastal, Earth Science > Ocean > Ocean Temperature > Sea Surface Temperature, Earth Science > Oceans > Coastal Processes, Earth Science > Oceans > Ocean Chemistry > Chlorophyll, Earth Science > Oceans > Ocean Optics > Radiance, eastern, ecosystems, emerging, fields, filled, flux, forecast, habs, harm, harmful algal blooms, heat, heat flux, imaging, latitude, longitude, marine, model, modeling, moderate, modis, nanograms, nanograms/l, near, nitzschia, noaa, nowcast, nrt, observing, ocean, OCEAN > PACIFIC OCEAN > EASTERN PACIFIC OCEAN > CALIFORNIA, ocean color, oceans, optics, oregon, pacific, particular, particulate, particulate_domoic, phytoplankton, picograms, picograms/cell, plankton, probability, processes, protists, pseudo, pseudo-nitzschia, pseudo_nitzschia, r488_filled, r555_filled, radiance, radiation, radiative, ratio, real, reflectance, regional, resolution, roms, san, sccoos, science, sea, seawater, southern, spectroradiometer, sst, surface, surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air, system, temperature, time, ucsc, ucsd, university, upwelling, water, with |
attribute | NC_GLOBAL | keywords_vocabulary | String | GCMD Science Keywords |
attribute | NC_GLOBAL | license | String | The data may be used and redistributed for free but are not intended for legal use, since it may contain inaccuracies. Neither the data Creator, Contributor, CoastWatch, NOAA, nor the United States Government, nor any of their employees or contractors, makes any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information. Please acknowledge the use of these data with the following statement: The data were downloaded from NOAA CoastWatch-West Coast Regional Node and Southwest Fisheries Science Center's Environmental Research Division. To cite these data in a paper, please follow the instructions in the license and at this link: https://coastwatch.pfeg.noaa.gov/erddap/information.html#citeDataset |
attribute | NC_GLOBAL | naming_authority | String | gov.noaa.pfeg.coastwatch |
attribute | NC_GLOBAL | Northernmost_Northing | double | 43.0 |
attribute | NC_GLOBAL | platform | String | Aqua |
attribute | NC_GLOBAL | processing_level | String | L4 Mapped |
attribute | NC_GLOBAL | product_name | String | C-HARM model nowcast and forecast |
attribute | NC_GLOBAL | product_version | String | 1.0 |
attribute | NC_GLOBAL | project | String | California-Harmful Algal Risk Mapping (C-HARM) |
attribute | NC_GLOBAL | projection | String | geographic |
attribute | NC_GLOBAL | publisher_email | String | erd.data at noaa.gov |
attribute | NC_GLOBAL | publisher_name | String | NOAA NMFS SWFSC ERD |
attribute | NC_GLOBAL | publisher_type | String | institution |
attribute | NC_GLOBAL | publisher_url | String | https://coastwatch.pfeg.noaa.gov |
attribute | NC_GLOBAL | references | String | Anderson et al. 2016. doi:10.106/j.hal.2016.08.006, Anderson et al. 2011. doi:10.1029/2010GL045858, Anderson et al. 2009. doi: 10.1016/j.hal.2008.10.00 |
attribute | NC_GLOBAL | sensor | String | MODIS |
attribute | NC_GLOBAL | source | String | C-HARM model output |
attribute | NC_GLOBAL | sourceUrl | String | (local files) |
attribute | NC_GLOBAL | Southernmost_Northing | double | 31.3 |
attribute | NC_GLOBAL | spatial_resolution | String | 3 km |
attribute | NC_GLOBAL | standard_name_vocabulary | String | CF Standard Name Table v70 |
attribute | NC_GLOBAL | summary | String | The C-HARM model generates nowcast and forecasts of the probability of Pseudo-nitzschia concentrations of in excess of 10,000 cells/L in California and Southern Oregon coastal water. Gap-filled chlorophyll a, 488nm reflectance, and 555nm reflectance fields are included in the dataset. Inputs for the model include near real-time satellite observations of ocean color and Regional Ocean Modeling System (ROMS) model nowcast and forecast of surface salinity, sea surface temperature, and surface currents |
attribute | NC_GLOBAL | time_coverage_end | String | 2022-03-19T12:00:00Z |
attribute | NC_GLOBAL | time_coverage_resolution | String | PD1 |
attribute | NC_GLOBAL | time_coverage_start | String | 2018-06-21T12:00:00Z |
attribute | NC_GLOBAL | title | String | C-HARM v1 2-Day Forecast, Pseudo-nitzschia, cellular domoic acid, and particular domoic acid probability, California and Southern Oregon coast, 2018-2022, Lon+/-180 |
attribute | NC_GLOBAL | Westernmost_Easting | double | -127.5 |
dimension | time | double | nValues=1182, evenlySpaced=false, averageSpacing=1 day 3h 46m 47s | |
attribute | time | _CoordinateAxisType | String | Time |
attribute | time | actual_range | double | 1.5295824E9, 1.6476912E9 |
attribute | time | axis | String | T |
attribute | time | calendar | String | Gregorian |
attribute | time | comment | String | The day represented by the forecasts |
attribute | time | coverage_content_type | String | coordinate |
attribute | time | ioos_category | String | Time |
attribute | time | long_name | String | Forecast Time |
attribute | time | standard_name | String | time |
attribute | time | time_origin | String | 01-JAN-1970 00:00:00 |
attribute | time | units | String | seconds since 1970-01-01T00:00:00Z |
dimension | latitude | float | nValues=391, evenlySpaced=true, averageSpacing=0.03 | |
attribute | latitude | _CoordinateAxisType | String | Lat |
attribute | latitude | actual_range | float | 31.3, 43.0 |
attribute | latitude | axis | String | Y |
attribute | latitude | comment | String | The latitude values are the centers of the grid cells |
attribute | latitude | coordsys | String | geographic |
attribute | latitude | coverage_content_type | String | coordinate |
attribute | latitude | ioos_category | String | Location |
attribute | latitude | long_name | String | Latitude |
attribute | latitude | point_spacing | String | even |
attribute | latitude | standard_name | String | latitude |
attribute | latitude | units | String | degrees_north |
attribute | latitude | valid_range | float | -90.0, 90.0 |
dimension | longitude | float | nValues=351, evenlySpaced=true, averageSpacing=0.03 | |
attribute | longitude | _CoordinateAxisType | String | Lon |
attribute | longitude | actual_range | float | -127.5, -117.0 |
attribute | longitude | axis | String | X |
attribute | longitude | comment | String | Longitude values are the centers of the grid cells |
attribute | longitude | coordsys | String | geographic |
attribute | longitude | coverage_content_type | String | coordinate |
attribute | longitude | ioos_category | String | Location |
attribute | longitude | long_name | String | Longitude |
attribute | longitude | point_spacing | String | even |
attribute | longitude | standard_name | String | longitude |
attribute | longitude | units | String | degrees_east |
attribute | longitude | valid_range | float | 0.0, 360.0 |
variable | pseudo_nitzschia | float | time, latitude, longitude | |
attribute | pseudo_nitzschia | _FillValue | float | -99999.0 |
attribute | pseudo_nitzschia | colorBarMaximum | double | 1.0 |
attribute | pseudo_nitzschia | colorBarMinimum | double | 0.0 |
attribute | pseudo_nitzschia | coordsys | String | geographic |
attribute | pseudo_nitzschia | coverage_content_type | String | modelResult |
attribute | pseudo_nitzschia | ioos_category | String | Unknown |
attribute | pseudo_nitzschia | long_name | String | Probability of Pseudo-nitzschia > 10,000 cells/L |
attribute | pseudo_nitzschia | missing_value | float | -99999.0 |
attribute | pseudo_nitzschia | units | String | 1 |
attribute | pseudo_nitzschia | valid_range | float | 0.0, 1.0 |
variable | particulate_domoic | float | time, latitude, longitude | |
attribute | particulate_domoic | _FillValue | float | -99999.0 |
attribute | particulate_domoic | colorBarMaximum | double | 1.0 |
attribute | particulate_domoic | colorBarMinimum | double | 0.0 |
attribute | particulate_domoic | coordsys | String | geographic |
attribute | particulate_domoic | coverage_content_type | String | modelResult |
attribute | particulate_domoic | ioos_category | String | Unknown |
attribute | particulate_domoic | long_name | String | Probability of Particulate Domoic Acid > 500 nanograms/L |
attribute | particulate_domoic | missing_value | float | -99999.0 |
attribute | particulate_domoic | units | String | 1 |
attribute | particulate_domoic | valid_range | float | 0.0, 1.0 |
variable | cellular_domoic | float | time, latitude, longitude | |
attribute | cellular_domoic | _FillValue | float | -99999.0 |
attribute | cellular_domoic | colorBarMaximum | double | 1.0 |
attribute | cellular_domoic | colorBarMinimum | double | 0.0 |
attribute | cellular_domoic | coordsys | String | geographic |
attribute | cellular_domoic | coverage_content_type | String | modelResult |
attribute | cellular_domoic | ioos_category | String | Unknown |
attribute | cellular_domoic | long_name | String | Probability of Cellular Domoic Acid > 10 picograms/cell |
attribute | cellular_domoic | missing_value | float | -99999.0 |
attribute | cellular_domoic | units | String | 1 |
attribute | cellular_domoic | valid_range | float | 0.0, 1.0 |
variable | chla_filled | float | time, latitude, longitude | |
attribute | chla_filled | _FillValue | float | 9999.0 |
attribute | chla_filled | colorBarMaximum | double | 30.0 |
attribute | chla_filled | colorBarMinimum | double | 0.03 |
attribute | chla_filled | colorBarScale | String | Log |
attribute | chla_filled | coordsys | String | geographic |
attribute | chla_filled | coverage_content_type | String | auxiliaryInformation |
attribute | chla_filled | ioos_category | String | Ocean Color |
attribute | chla_filled | long_name | String | Chlorophyll fields filled with DINEOF |
attribute | chla_filled | missing_value | float | 9999.0 |
attribute | chla_filled | standard_name | String | concentration_of_chlorophyll_in_sea_water |
attribute | chla_filled | units | String | mg m^-3 |
variable | r555_filled | float | time, latitude, longitude | |
attribute | r555_filled | _FillValue | float | 9999.0 |
attribute | r555_filled | colorBarMaximum | double | 0.006 |
attribute | r555_filled | colorBarMinimum | double | 0.0 |
attribute | r555_filled | coordsys | String | geographic |
attribute | r555_filled | coverage_content_type | String | auxiliaryInformation |
attribute | r555_filled | ioos_category | String | Heat Flux |
attribute | r555_filled | long_name | String | 555nm reflectance fields filled with DINEOF |
attribute | r555_filled | missing_value | float | 9999.0 |
attribute | r555_filled | standard_name | String | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
attribute | r555_filled | units | String | sr^-1 |
variable | r488_filled | float | time, latitude, longitude | |
attribute | r488_filled | _FillValue | float | 9999.0 |
attribute | r488_filled | colorBarMaximum | double | 0.015 |
attribute | r488_filled | colorBarMinimum | double | 0.0 |
attribute | r488_filled | coordsys | String | geographic |
attribute | r488_filled | coverage_content_type | String | auxiliaryInformation |
attribute | r488_filled | ioos_category | String | Heat Flux |
attribute | r488_filled | long_name | String | 488nm reflectance fields filled with DINEOF |
attribute | r488_filled | missing_value | float | 9999.0 |
attribute | r488_filled | standard_name | String | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
attribute | r488_filled | units | String | sr^-1 |
The information in the table above is also available in other file formats (.csv, .htmlTable, .itx, .json, .jsonlCSV1, .jsonlCSV, .jsonlKVP, .mat, .nc, .nccsv, .tsv, .xhtml) via a RESTful web service.