ERDDAP > info > charmForecast3day

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 mail	Institution	Dataset ID
data			graph		files	public	C-HARM v1, 3-Day Forecast, Pseudo-nitzschia, cellular domoic acid, and particular domoic acid probability, California and Southern Oregon coast, 2018-2022		F   I   M	background			UCSC, UCSD	charmForecast3day

The Dataset's Variables and Attributes

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	243.0
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	243.0
attribute	NC_GLOBAL	geospatial_lon_min	double	232.5
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	charmForecastDay3
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	2022-03-20T12:00:00Z
attribute	NC_GLOBAL	time_coverage_resolution	String	PD1
attribute	NC_GLOBAL	time_coverage_start	String	2018-06-22T12:00:00Z
attribute	NC_GLOBAL	title	String	C-HARM v1, 3-Day Forecast, Pseudo-nitzschia, cellular domoic acid, and particular domoic acid probability, California and Southern Oregon coast, 2018-2022
attribute	NC_GLOBAL	Westernmost_Easting	double	232.5
dimension	time		double	nValues=1182, evenlySpaced=false, averageSpacing=1 day 3h 46m 47s
attribute	time	_CoordinateAxisType	String	Time
attribute	time	actual_range	double	1.5296688E9, 1.6477776E9
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	232.5, 243.0
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

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