100+ datasets found
  1. NOAA Severe Weather Data Inventory

    • kaggle.com
    zip
    Updated Jun 2, 2019
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    NOAA (2019). NOAA Severe Weather Data Inventory [Dataset]. https://www.kaggle.com/datasets/noaa/noaa-severe-weather-data-inventory
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    zip(0 bytes)Available download formats
    Dataset updated
    Jun 2, 2019
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description
    • Update Frequency: Weekly

    Data from this dataset can be downloaded/accessed through this dataset page and Kaggle's API.

    Context

    Severe weather is defined as a destructive storm or weather. It is usually applied to local, intense, often damaging storms such as thunderstorms, hail storms, and tornadoes, but it can also describe more widespread events such as tropical systems, blizzards, nor'easters, and derechos.

    The Severe Weather Data Inventory (SWDI) is an integrated database of severe weather records for the United States. The records in SWDI come from a variety of sources in the NCDC archive. SWDI provides the ability to search through all of these data to find records covering a particular time period and geographic region, and to download the results of your search in a variety of formats. The formats currently supported are Shapefile (for GIS), KMZ (for Google Earth), CSV (comma-separated), and XML.

    Content

    The current data layers in SWDI are:
    - Filtered Storm Cells (Max Reflectivity >= 45 dBZ) from NEXRAD (Level-III Storm Structure Product)
    - All Storm Cells from NEXRAD (Level-III Storm Structure Product)
    - Filtered Hail Signatures (Max Size > 0 and Probability = 100%) from NEXRAD (Level-III Hail Product)
    - All Hail Signatures from NEXRAD (Level-III Hail Product)
    - Mesocyclone Signatures from NEXRAD (Level-III Meso Product)
    - Digital Mesocyclone Detection Algorithm from NEXRAD (Level-III MDA Product)
    - Tornado Signatures from NEXRAD (Level-III TVS Product)
    - Preliminary Local Storm Reports from the NOAA National Weather Service
    - Lightning Strikes from Vaisala NLDN

    Disclaimer:
    SWDI provides a uniform way to access data from a variety of sources, but it does not provide any additional quality control beyond the processing which took place when the data were archived. The data sources in SWDI will not provide complete severe weather coverage of a geographic region or time period, due to a number of factors (eg, reports for a location or time period not provided to NOAA). The absence of SWDI data for a particular location and time should not be interpreted as an indication that no severe weather occurred at that time and location. Furthermore, much of the data in SWDI is automatically derived from radar data and represents probable conditions for an event, rather than a confirmed occurrence.

    Acknowledgements

    Dataset Source: NOAA. This dataset is publicly available for anyone to use under the following terms provided by the Dataset Source — http://www.data.gov/privacy-policy#data_policy — and is provided "AS IS" without any warranty, express or implied, from Google. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.

    Cover photo by NASA on Unsplash
    Unsplash Images are distributed under a unique Unsplash License.

  2. U.S. Hourly Precipitation Data

    • ncei.noaa.gov
    • datadiscoverystudio.org
    • +7more
    csv, dat, kmz
    Updated Oct 1951
    + more versions
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    NOAA National Centers for Environmental Information (NCEI) (1951). U.S. Hourly Precipitation Data [Dataset]. https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00313
    Explore at:
    csv, dat, kmzAvailable download formats
    Dataset updated
    Oct 1951
    Dataset provided by
    National Centers for Environmental Informationhttps://www.ncei.noaa.gov/
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Time period covered
    Jan 1, 1940 - Dec 31, 2013
    Area covered
    United States, Ocean > Atlantic Ocean > North Atlantic Ocean > Caribbean Sea > Puerto Rico, Ocean > Pacific Ocean > Central Pacific Ocean > American Samoa, Geographic Region > Polar, Ocean > Pacific Ocean > Western Pacific Ocean > Micronesia > Guam, Geographic Region > Mid-Latitude, Ocean > Pacific Ocean > Western Pacific Ocean > Micronesia > Marshall Islands, Ocean > Atlantic Ocean > North Atlantic Ocean > Caribbean Sea > Virgin Islands, Ocean > Pacific Ocean > Western Pacific Ocean > Micronesia > Palau, Geographic Region > Equatorial
    Description

    Hourly Precipitation Data (HPD) is digital data set DSI-3240, archived at the National Climatic Data Center (NCDC). The primary source of data for this file is approximately 5,500 US National Weather Service (NWS), Federal Aviation Administration (FAA), and cooperative observer stations in the United States of America, Puerto Rico, the US Virgin Islands, and various Pacific Islands. The earliest data dates vary considerably by state and region: Maine, Pennsylvania, and Texas have data since 1900. The western Pacific region that includes Guam, American Samoa, Marshall Islands, Micronesia, and Palau have data since 1978. Other states and regions have earliest dates between those extremes. The latest data in all states and regions is from the present day. The major parameter in DSI-3240 is precipitation amounts, which are measurements of hourly or daily precipitation accumulation. Accumulation was for longer periods of time if for any reason the rain gauge was out of service or no observer was present. DSI 3240_01 contains data grouped by state; DSI 3240_02 contains data grouped by year.

  3. Alameda, CA (AAMC1)

    • erddap.cencoos.org
    Updated Jan 1, 2015
    + more versions
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Alameda, CA (AAMC1) [Dataset]. https://erddap.cencoos.org/erddap/info/noaa_nos_co_ops_9414750/index.html
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    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 6, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Alameda, CA (AAMC1)' (noaa_nos_co_ops_9414750) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=,webmaster.ndbc@noaa.gov,,National Water Level Program (co-ops.userservices@noaa.gov),feedback@axiomdatascience.com contributor_name=PORTS (Physical Oceanographic Real-Time System),NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),Axiom Data Science contributor_role=contributor,contributor,contributor,collaborator,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/ports.html,https://www.ndbc.noaa.gov/,https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-122.3 featureType=TimeSeries geospatial_lat_max=37.7717 geospatial_lat_min=37.7717 geospatial_lat_units=degrees_north geospatial_lon_max=-122.3 geospatial_lon_min=-122.3 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=115116 infoUrl=https://sensors.ioos.us/#metadata/115116/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=37.7717 platform=fixed platform_name=Alameda, CA (AAMC1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=9414750,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/ports/ports.html?id=9414750,https://www.ndbc.noaa.gov/station_page.php?station=AAMC1,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=37.7717 standard_name_vocabulary=CF Standard Name Table v72 station_id=115116 time_coverage_end=2025-07-06T05:00:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-122.3 wmo_platform_code=AAMC1

  4. Cold Spring Harbor, NY

    • erddap.sensors.ioos.us
    Updated May 25, 2022
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2022). Cold Spring Harbor, NY [Dataset]. http://erddap.sensors.ioos.us/erddap/info/noaa_nos_co_ops_8516061/index.html
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    Dataset updated
    May 25, 2022
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    May 25, 2022 - Jul 22, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_tests
    Description

    Timeseries data from 'Cold Spring Harbor, NY' (noaa_nos_co_ops_8516061) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=feedback@axiomdatascience.com contributor_name=Axiom Data Science contributor_role=processor contributor_role_vocabulary=NERC contributor_url=https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time&time>=max(time)-3days Easternmost_Easting=-73.47 featureType=TimeSeries geospatial_lat_max=40.8733 geospatial_lat_min=40.8733 geospatial_lat_units=degrees_north geospatial_lon_max=-73.47 geospatial_lon_min=-73.47 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=115328 infoUrl=https://sensors.ioos.us/#metadata/115328/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=40.8733 platform=fixed platform_name=Cold Spring Harbor, NY platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8516061,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=40.8733 standard_name_vocabulary=CF Standard Name Table v72 station_id=115328 time_coverage_end=2025-07-22T04:00:00Z time_coverage_start=2022-05-25T20:00:00Z Westernmost_Easting=-73.47

  5. W

    Natural Hazards Flash Flood Potential Index NOAA

    • wifire-data.sdsc.edu
    • disasters.amerigeoss.org
    • +6more
    csv, esri rest +4
    Updated Jan 22, 2021
    + more versions
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    CA Governor's Office of Emergency Services (2021). Natural Hazards Flash Flood Potential Index NOAA [Dataset]. https://wifire-data.sdsc.edu/dataset/natural-hazards-flash-flood-potential-index-noaa
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    html, geojson, csv, esri rest, kml, zipAvailable download formats
    Dataset updated
    Jan 22, 2021
    Dataset provided by
    CA Governor's Office of Emergency Services
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Flash flooding is the top weather-related killer, responsible for an average of 140 deaths per year across the United States. Although precipitation forecasting and understanding of flash flood causes have improved in recent years, there are still many unknown factors that play into flash flooding. Despite having accurate and timely rainfall reports, some river basins simply do not respond to rainfall as meteorologists might expect. The Flash Flood Potential Index (FFPI) was developed in order to gain insight into these “problem basins”, giving National Weather Service (NWS) meteorologists insight into the intrinsic properties of a river basin and the potential for swift and copious rainfall runoff.


    The goal of the FFPI is to quantitatively describe a given sub-basin’s risk of flash flooding based on its inherent, static characteristics such as slope, land cover, land use and soil type/texture. It leverages both Geographic Information Systems (GIS) as well as datasets from various sources. By indexing a given sub-basin’s risk of flash flooding, the FFPI allows the user to see which subbasins are more predisposed to flash flooding than others. Thus, the FFPI can be added to the situational awareness tools which can be used to help assess flash flood risk.

  6. NOAA Tornado Warnings

    • v3-api-demo-dcdev.opendata.arcgis.com
    • atlas.eia.gov
    • +9more
    Updated Jun 11, 2019
    + more versions
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    Esri (2019). NOAA Tornado Warnings [Dataset]. https://v3-api-demo-dcdev.opendata.arcgis.com/datasets/esri2::noaa-tornado-warnings
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    Dataset updated
    Jun 11, 2019
    Dataset authored and provided by
    Esrihttp://esri.com/
    Area covered
    Description

    The National Weather Service issues warnings for severe weather that are imminent or actively occurring. This layer shows shorter-term warnings for the following events:Special Marine Warnings - potentially hazardous weather conditions of short duration (up to 2 hours) that may include sustained winds or gusts of 39 mph or greater, hail 0.75” or greater in diameter, or waterspouts.Severe Thunderstorm Warnings - storms with winds of 58 mph or higher or hail 1” or greater in diameter.Tornado Warnings - imminent or active tornados.Extreme Wind Warnings - surface winds of 115 mph or greater associated with non-convective, downslope, derecho, or sustained hurricane winds are expected to occur within one hour.Flash Flood Warnings - conditions are favorable for flash flooding. It does not mean that flash flooding will occur, but it is possible.SourceCurrent Warnings: https://www.weather.gov/source/crh/shapefiles/CurrentWarnings.tar.gzSample DataSee Sample Layer Item for sample data during Weather inactivity!Update FrequencyThe service is updated every 5 minutes using the Aggregated Live Feeds methodology.Area CoveredContiguous United StatesWhat can you do with this layer?Customize the display of each attribute by using the Change Style option for any layer.Query the layer to display only specific types of weather watches and warnings.Add to a map with other weather data layers to provide inside on hazardous weather events.Use ArcGIS Online analysis tools, such as Enrich Data, to determine the potential impact of weather events on populations.This map is provided for informational purposes and is not monitored 24/7 for accuracy and currency.If you would like to be alerted to potential issues or simply see when this Service will update next, please visit our Live Feed Status Page!

  7. Sand Island, Midway Islands, United States of America (SNDP5)

    • erddap.sensors.ioos.us
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Sand Island, Midway Islands, United States of America (SNDP5) [Dataset]. http://erddap.sensors.ioos.us/erddap/info/noaa_nos_co_ops_1619910/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 15, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, air_pressure, air_temperature, air_pressure_qc_agg, air_pressure_qc_tests, sea_water_temperature, and 10 more
    Description

    Timeseries data from 'Sand Island, Midway Islands, United States of America (SNDP5)' (noaa_nos_co_ops_1619910) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=webmaster.ndbc@noaa.gov,,National Water Level Program (co-ops.userservices@noaa.gov),feedback@axiomdatascience.com contributor_name=NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),Axiom Data Science contributor_role=contributor,contributor,collaborator,processor contributor_role_vocabulary=NERC contributor_url=https://www.ndbc.noaa.gov/,https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,air_temperature,air_pressure_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,sea_water_temperature,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time,air_pressure,air_temperature_qc_agg&time>=max(time)-3days Easternmost_Easting=-177.360028 featureType=TimeSeries geospatial_lat_max=28.2117 geospatial_lat_min=28.2117 geospatial_lat_units=degrees_north geospatial_lon_max=-177.360028 geospatial_lon_min=-177.360028 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=115576 infoUrl=https://sensors.ioos.us/#metadata/115576/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=28.2117 platform=fixed platform_name=Sand Island, Midway Islands, United States of America (SNDP5) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=1619910,https://tidesandcurrents.noaa.gov/api/,https://www.ndbc.noaa.gov/station_page.php?station=SNDP5,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=28.2117 standard_name_vocabulary=CF Standard Name Table v72 station_id=115576 time_coverage_end=2025-07-15T16:12:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-177.360028 wmo_platform_code=SNDP5

  8. Key West, FL Real-time (KYWF1)

    • erddap.secoora.org
    • erddap.sensors.ioos.us
    Updated Jan 5, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Key West, FL Real-time (KYWF1) [Dataset]. http://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8724580/index.html
    Explore at:
    Dataset updated
    Jan 5, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 5, 2015 - Jul 5, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Key West, FL Real-time (KYWF1)' (noaa_nos_co_ops_8724580) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=National Water Level Program (co-ops.userservices@noaa.gov),,webmaster.ndbc@noaa.gov,feedback@axiomdatascience.com contributor_name=National Water Level Observation Network (NWLON),World Meteorological Organization (WMO),NOAA National Data Buoy Center (NDBC),Axiom Data Science contributor_role=collaborator,contributor,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/nwlon.html,https://wmo.int/,https://www.ndbc.noaa.gov/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-81.80806 featureType=TimeSeries geospatial_lat_max=24.55083 geospatial_lat_min=24.55083 geospatial_lat_units=degrees_north geospatial_lon_max=-81.80806 geospatial_lon_min=-81.80806 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114531 infoUrl=https://sensors.ioos.us/#metadata/114531/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=24.55083 platform=fixed platform_name=Key West, FL Real-time (KYWF1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8724580,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=KYWF1,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=24.55083 standard_name_vocabulary=CF Standard Name Table v72 station_id=114531 time_coverage_end=2025-07-05T17:54:00Z time_coverage_start=2015-01-05T08:12:00Z Westernmost_Easting=-81.80806 wmo_platform_code=KYWF1

  9. Sitka, AK (ITKA2)

    • erddap.sensors.ioos.us
    • erddap.aoos.org
    Updated Apr 3, 2025
    + more versions
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2025). Sitka, AK (ITKA2) [Dataset]. https://erddap.sensors.ioos.us/erddap/info/noaa_nos_co_ops_9451600/index.html
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    Dataset updated
    Apr 3, 2025
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    May 20, 1938 - Jul 14, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, air_pressure, air_temperature, air_pressure_qc_agg, air_pressure_qc_tests, sea_water_temperature, and 10 more
    Description

    Timeseries data from 'Sitka, AK (ITKA2)' (noaa_nos_co_ops_9451600) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=webmaster.ndbc@noaa.gov,,National Water Level Program (co-ops.userservices@noaa.gov),feedback@axiomdatascience.com contributor_name=NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),Axiom Data Science contributor_role=contributor,contributor,collaborator,processor contributor_role_vocabulary=NERC contributor_url=https://www.ndbc.noaa.gov/,https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,air_temperature,air_pressure_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,sea_water_temperature,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time,air_pressure,air_temperature_qc_agg&time>=max(time)-3days Easternmost_Easting=-135.342 featureType=TimeSeries geospatial_lat_max=57.051694 geospatial_lat_min=57.051694 geospatial_lat_units=degrees_north geospatial_lon_max=-135.342 geospatial_lon_min=-135.342 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=11996 infoUrl=https://sensors.ioos.us/#metadata/11996/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=57.051694 platform=fixed platform_name=Sitka, AK (ITKA2) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=9451600,https://tidesandcurrents.noaa.gov/api/,https://www.ndbc.noaa.gov/station_page.php?station=ITKA2,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=57.051694 standard_name_vocabulary=CF Standard Name Table v72 station_id=11996 time_coverage_end=2025-07-14T08:12:00Z time_coverage_start=1938-05-20T01:00:00Z Westernmost_Easting=-135.342 wmo_platform_code=ITKA2

  10. San Francisco, CA (FTPC1)

    • erddap.cencoos.org
    • erddap.sensors.axds.co
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). San Francisco, CA (FTPC1) [Dataset]. http://erddap.cencoos.org/erddap/info/noaa_nos_co_ops_9414290/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 13, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'San Francisco, CA (FTPC1)' (noaa_nos_co_ops_9414290) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=,webmaster.ndbc@noaa.gov,National Water Level Program (co-ops.userservices@noaa.gov),,feedback@axiomdatascience.com contributor_name=PORTS (Physical Oceanographic Real-Time System),NOAA National Data Buoy Center (NDBC),National Water Level Observation Network (NWLON),World Meteorological Organization (WMO),Axiom Data Science contributor_role=contributor,contributor,collaborator,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/ports.html,https://www.ndbc.noaa.gov/,https://tidesandcurrents.noaa.gov/nwlon.html,https://wmo.int/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-122.465889 featureType=TimeSeries geospatial_lat_max=37.806306 geospatial_lat_min=37.806306 geospatial_lat_units=degrees_north geospatial_lon_max=-122.465889 geospatial_lon_min=-122.465889 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=115114 infoUrl=https://sensors.ioos.us/#metadata/115114/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=37.806306 platform=fixed platform_name=San Francisco, CA (FTPC1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=9414290,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/ports/ports.html?id=9414290,https://www.ndbc.noaa.gov/station_page.php?station=FTPC1,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=37.806306 standard_name_vocabulary=CF Standard Name Table v72 station_id=115114 time_coverage_end=2025-07-13T11:00:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-122.465889 wmo_platform_code=FTPC1

  11. USCG Lifeboat Station, Oregon Inlet, NC

    • erddap.sensors.axds.co
    Updated May 17, 2022
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2022). USCG Lifeboat Station, Oregon Inlet, NC [Dataset]. http://erddap.sensors.axds.co/erddap/info/noaa_nos_co_ops_8652678/index.html
    Explore at:
    Dataset updated
    May 17, 2022
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    May 17, 2022 - Jul 22, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_tests
    Description

    Timeseries data from 'USCG Lifeboat Station, Oregon Inlet, NC' (noaa_nos_co_ops_8652678) _NCProperties=version=2,netcdf=4.8.1,hdf5=1.12.2 cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=feedback@axiomdatascience.com contributor_name=Axiom Data Science contributor_role=processor contributor_role_vocabulary=NERC contributor_url=https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3 defaultDataQuery=sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time&time>=max(time)-3days Easternmost_Easting=-75.5267 featureType=TimeSeries geospatial_lat_max=35.7683 geospatial_lat_min=35.7683 geospatial_lat_units=degrees_north geospatial_lon_max=-75.5267 geospatial_lon_min=-75.5267 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114136 infoUrl=https://sensors.ioos.us/#metadata/114136/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=35.7683 platform=fixed platform_name=USCG Lifeboat Station, Oregon Inlet, NC platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8652678,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=35.7683 standard_name_vocabulary=CF Standard Name Table v72 station_id=114136 time_coverage_end=2025-07-22T08:00:00Z time_coverage_start=2022-05-17T17:00:00Z Westernmost_Easting=-75.5267

  12. Fernandina Beach, FL Real-time (FRDF1)

    • erddap.secoora.org
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Fernandina Beach, FL Real-time (FRDF1) [Dataset]. https://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8720030/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 6, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Fernandina Beach, FL Real-time (FRDF1)' (noaa_nos_co_ops_8720030) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=webmaster.ndbc@noaa.gov,,,National Water Level Program (co-ops.userservices@noaa.gov),feedback@axiomdatascience.com contributor_name=NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),PORTS (Physical Oceanographic Real-Time System),National Water Level Observation Network (NWLON),Axiom Data Science contributor_role=contributor,contributor,contributor,collaborator,processor contributor_role_vocabulary=NERC contributor_url=https://www.ndbc.noaa.gov/,https://wmo.int/,https://tidesandcurrents.noaa.gov/ports.html,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-81.465833 featureType=TimeSeries geospatial_lat_max=30.671389 geospatial_lat_min=30.671389 geospatial_lat_units=degrees_north geospatial_lon_max=-81.465833 geospatial_lon_min=-81.465833 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114521 infoUrl=https://sensors.ioos.us/#metadata/114521/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=30.671389 platform=fixed platform_name=Fernandina Beach, FL Real-time (FRDF1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8720030,https://tidesandcurrents.noaa.gov/api/,https://www.ndbc.noaa.gov/station_page.php?station=FRDF1,https://tidesandcurrents.noaa.gov/ports/ports.html?id=8720030,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=30.671389 standard_name_vocabulary=CF Standard Name Table v72 station_id=114521 time_coverage_end=2025-07-06T16:54:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-81.465833 wmo_platform_code=FRDF1

  13. Uscg Station Hatteras, NC Real-time (HCGN7)

    • erddap.secoora.org
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Uscg Station Hatteras, NC Real-time (HCGN7) [Dataset]. https://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8654467/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 13, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Uscg Station Hatteras, NC Real-time (HCGN7)' (noaa_nos_co_ops_8654467) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=,National Water Level Program (co-ops.userservices@noaa.gov),webmaster.ndbc@noaa.gov,feedback@axiomdatascience.com contributor_name=World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),NOAA National Data Buoy Center (NDBC),Axiom Data Science contributor_role=contributor,collaborator,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-75.704167 featureType=TimeSeries geospatial_lat_max=35.208639 geospatial_lat_min=35.208639 geospatial_lat_units=degrees_north geospatial_lon_max=-75.704167 geospatial_lon_min=-75.704167 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114128 infoUrl=https://sensors.ioos.us/#metadata/114128/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=35.208639 platform=fixed platform_name=Uscg Station Hatteras, NC Real-time (HCGN7) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8654467,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=HCGN7, sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=35.208639 standard_name_vocabulary=CF Standard Name Table v72 station_id=114128 time_coverage_end=2025-07-13T21:36:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-75.704167 wmo_platform_code=HCGN7

  14. Oregon Inlet Marina, NC Predictions (ORIN7)

    • erddap.secoora.org
    Updated Sep 23, 2024
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2024). Oregon Inlet Marina, NC Predictions (ORIN7) [Dataset]. https://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8652587_predicti/index.html
    Explore at:
    Dataset updated
    Sep 23, 2024
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Sep 23, 2024 - Jul 21, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_tests
    Description

    Timeseries data from 'Oregon Inlet Marina, NC Predictions (ORIN7)' (noaa_nos_co_ops_8652587_predicti) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=National Water Level Program (co-ops.userservices@noaa.gov),,webmaster.ndbc@noaa.gov,feedback@axiomdatascience.com contributor_name=National Water Level Observation Network (NWLON),World Meteorological Organization (WMO),NOAA National Data Buoy Center (NDBC),Axiom Data Science contributor_role=collaborator,contributor,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/nwlon.html,https://wmo.int/,https://www.ndbc.noaa.gov/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time&time>=max(time)-3days Easternmost_Easting=-75.548194 featureType=TimeSeries geospatial_lat_max=35.795694 geospatial_lat_min=35.795694 geospatial_lat_units=degrees_north geospatial_lon_max=-75.548194 geospatial_lon_min=-75.548194 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=135763 infoUrl=https://sensors.ioos.us/#metadata/135763/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=35.795694 platform=fixed platform_name=Oregon Inlet Marina, NC Predictions (ORIN7) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8652587,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=ORIN7,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=35.795694 standard_name_vocabulary=CF Standard Name Table v72 station_id=135763 time_coverage_end=2025-07-21T14:00:00Z time_coverage_start=2024-09-23T20:00:00Z Westernmost_Easting=-75.548194 wmo_platform_code=ORIN7

  15. Uscg Station Hatteras, NC Predictions (HCGN7)

    • erddap.secoora.org
    Updated Sep 23, 2024
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2024). Uscg Station Hatteras, NC Predictions (HCGN7) [Dataset]. http://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8654467_predicti/index.html
    Explore at:
    Dataset updated
    Sep 23, 2024
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Sep 23, 2024 - Jul 5, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg, sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_tests
    Description

    Timeseries data from 'Uscg Station Hatteras, NC Predictions (HCGN7)' (noaa_nos_co_ops_8654467_predicti) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=,National Water Level Program (co-ops.userservices@noaa.gov),webmaster.ndbc@noaa.gov,feedback@axiomdatascience.com contributor_name=World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),NOAA National Data Buoy Center (NDBC),Axiom Data Science contributor_role=contributor,collaborator,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time&time>=max(time)-3days Easternmost_Easting=-75.704194 featureType=TimeSeries geospatial_lat_max=35.208611 geospatial_lat_min=35.208611 geospatial_lat_units=degrees_north geospatial_lon_max=-75.704194 geospatial_lon_min=-75.704194 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=135764 infoUrl=https://sensors.ioos.us/#metadata/135764/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=35.208611 platform=fixed platform_name=Uscg Station Hatteras, NC Predictions (HCGN7) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8654467,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=HCGN7,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=35.208611 standard_name_vocabulary=CF Standard Name Table v72 station_id=135764 time_coverage_end=2025-07-05T12:00:00Z time_coverage_start=2024-09-23T20:00:00Z Westernmost_Easting=-75.704194 wmo_platform_code=HCGN7

  16. Dames Point, FL Real-time (DMSF1)

    • erddap.secoora.org
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Dames Point, FL Real-time (DMSF1) [Dataset]. https://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8720219/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 6, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, sea_water_temperature, water_surface_above_mllw, sea_water_practical_salinity, sea_water_temperature_qc_agg, sea_water_temperature_qc_tests, and 10 more
    Description

    Timeseries data from 'Dames Point, FL Real-time (DMSF1)' (noaa_nos_co_ops_8720219) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=,,webmaster.ndbc@noaa.gov,feedback@axiomdatascience.com contributor_name=World Meteorological Organization (WMO),PORTS (Physical Oceanographic Real-Time System),NOAA National Data Buoy Center (NDBC),Axiom Data Science contributor_role=contributor,contributor,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://wmo.int/,https://tidesandcurrents.noaa.gov/ports.html,https://www.ndbc.noaa.gov/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,sea_water_electrical_conductivity_qc_agg,sea_water_electrical_conductivity,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,sea_water_temperature,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,time,sea_water_practical_salinity_qc_agg,sea_water_practical_salinity&time>=max(time)-3days Easternmost_Easting=-81.559166 featureType=TimeSeries geospatial_lat_max=30.387222 geospatial_lat_min=30.387222 geospatial_lat_units=degrees_north geospatial_lon_max=-81.559166 geospatial_lon_min=-81.559166 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114523 infoUrl=https://sensors.ioos.us/#metadata/114523/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=30.387222 platform=fixed platform_name=Dames Point, FL Real-time (DMSF1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8720219,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/ports/ports.html?id=8720219,https://www.ndbc.noaa.gov/station_page.php?station=DMSF1,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=30.387222 standard_name_vocabulary=CF Standard Name Table v72 station_id=114523 time_coverage_end=2025-07-06T17:54:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-81.559166 wmo_platform_code=DMSF1

  17. Charleston, SC Real-time (CHTS1)

    • erddap.secoora.org
    Updated Jan 1, 2015
    + more versions
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Charleston, SC Real-time (CHTS1) [Dataset]. http://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8665530/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 15, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Charleston, SC Real-time (CHTS1)' (noaa_nos_co_ops_8665530) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=webmaster.ndbc@noaa.gov,,National Water Level Program (co-ops.userservices@noaa.gov),,feedback@axiomdatascience.com contributor_name=NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),National Water Level Observation Network (NWLON),PORTS (Physical Oceanographic Real-Time System),Axiom Data Science contributor_role=contributor,contributor,collaborator,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://www.ndbc.noaa.gov/,https://wmo.int/,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/ports.html,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-79.923611 featureType=TimeSeries geospatial_lat_max=32.780833 geospatial_lat_min=32.780833 geospatial_lat_units=degrees_north geospatial_lon_max=-79.923611 geospatial_lon_min=-79.923611 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114434 infoUrl=https://sensors.ioos.us/#metadata/114434/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=32.780833 platform=fixed platform_name=Charleston, SC Real-time (CHTS1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8665530,https://tidesandcurrents.noaa.gov/api/,https://www.ndbc.noaa.gov/station_page.php?station=CHTS1,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/ports/ports.html?id=8665530, sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=32.780833 standard_name_vocabulary=CF Standard Name Table v72 station_id=114434 time_coverage_end=2025-07-15T14:48:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-79.923611 wmo_platform_code=CHTS1

  18. Monterey, CA (MEYC1)

    • erddap.sensors.ioos.us
    • erddap.cencoos.org
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Monterey, CA (MEYC1) [Dataset]. http://erddap.sensors.ioos.us/erddap/info/noaa_nos_co_ops_9413450/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 6, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Monterey, CA (MEYC1)' (noaa_nos_co_ops_9413450) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=webmaster.ndbc@noaa.gov,National Water Level Program (co-ops.userservices@noaa.gov),,feedback@axiomdatascience.com contributor_name=NOAA National Data Buoy Center (NDBC),National Water Level Observation Network (NWLON),World Meteorological Organization (WMO),Axiom Data Science contributor_role=contributor,collaborator,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://www.ndbc.noaa.gov/,https://tidesandcurrents.noaa.gov/nwlon.html,https://wmo.int/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-121.888054 featureType=TimeSeries geospatial_lat_max=36.605 geospatial_lat_min=36.605 geospatial_lat_units=degrees_north geospatial_lon_max=-121.888054 geospatial_lon_min=-121.888054 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=115113 infoUrl=https://sensors.ioos.us/#metadata/115113/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=36.605 platform=fixed platform_name=Monterey, CA (MEYC1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=9413450,https://tidesandcurrents.noaa.gov/api/,https://www.ndbc.noaa.gov/station_page.php?station=MEYC1,https://tidesandcurrents.noaa.gov/nwlon.html,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=36.605 standard_name_vocabulary=CF Standard Name Table v72 station_id=115113 time_coverage_end=2025-07-06T07:00:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-121.888054 wmo_platform_code=MEYC1

  19. St. Petersburg, FL Real-time (SAPF1)

    • erddap.secoora.org
    • erddap.sensors.ioos.us
    Updated Jan 1, 2015
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). St. Petersburg, FL Real-time (SAPF1) [Dataset]. http://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8726520/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 6, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'St. Petersburg, FL Real-time (SAPF1)' (noaa_nos_co_ops_8726520) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=National Water Level Program (co-ops.userservices@noaa.gov),webmaster.ndbc@noaa.gov,,,feedback@axiomdatascience.com contributor_name=National Water Level Observation Network (NWLON),NOAA National Data Buoy Center (NDBC),PORTS (Physical Oceanographic Real-Time System),World Meteorological Organization (WMO),Axiom Data Science contributor_role=collaborator,contributor,contributor,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/,https://tidesandcurrents.noaa.gov/ports.html,https://wmo.int/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-82.6269 featureType=TimeSeries geospatial_lat_max=27.76061 geospatial_lat_min=27.76061 geospatial_lat_units=degrees_north geospatial_lon_max=-82.6269 geospatial_lon_min=-82.6269 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114535 infoUrl=https://sensors.ioos.us/#metadata/114535/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=27.76061 platform=fixed platform_name=St. Petersburg, FL Real-time (SAPF1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8726520,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=SAPF1,https://tidesandcurrents.noaa.gov/ports/ports.html?id=8726520,https://tidesandcurrents.noaa.gov/corms.html sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=27.76061 standard_name_vocabulary=CF Standard Name Table v72 station_id=114535 time_coverage_end=2025-07-06T15:24:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-82.6269 wmo_platform_code=SAPF1

  20. Cedar Key, FL Real-time (CKYF1)

    • erddap.secoora.org
    • erddap.sensors.ioos.us
    Updated Jan 1, 2015
    + more versions
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    NOAA Center for Operational Oceanographic Products and Services (CO-OPS) (2015). Cedar Key, FL Real-time (CKYF1) [Dataset]. https://erddap.secoora.org/erddap/info/noaa_nos_co_ops_8727520/index.html
    Explore at:
    Dataset updated
    Jan 1, 2015
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA Center for Operational Oceanographic Products and Services (CO-OPS)
    Time period covered
    Jan 1, 2015 - Jul 15, 2025
    Area covered
    Variables measured
    z, time, station, latitude, longitude, wind_speed, air_pressure, air_temperature, wind_speed_qc_agg, wind_speed_of_gust, and 19 more
    Description

    Timeseries data from 'Cedar Key, FL Real-time (CKYF1)' (noaa_nos_co_ops_8727520) cdm_data_type=TimeSeries cdm_timeseries_variables=station,longitude,latitude contributor_email=National Water Level Program (co-ops.userservices@noaa.gov),webmaster.ndbc@noaa.gov,,feedback@axiomdatascience.com contributor_name=National Water Level Observation Network (NWLON),NOAA National Data Buoy Center (NDBC),World Meteorological Organization (WMO),Axiom Data Science contributor_role=collaborator,contributor,contributor,processor contributor_role_vocabulary=NERC contributor_url=https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/,https://wmo.int/,https://www.axiomdatascience.com Conventions=IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2 defaultDataQuery=water_surface_above_mllw,wind_speed_qc_agg,wind_speed_of_gust_qc_agg,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw_qc_agg,wind_speed_of_gust,sea_water_temperature,sea_surface_height_amplitude_due_to_geocentric_ocean_tide_above_mllw,wind_from_direction,air_temperature_qc_agg,wind_from_direction_qc_agg,air_temperature,air_pressure_qc_agg,sea_water_temperature_qc_agg,water_surface_above_mllw_qc_agg,z,wind_speed,time,air_pressure&time>=max(time)-3days Easternmost_Easting=-83.0317 featureType=TimeSeries geospatial_lat_max=29.135 geospatial_lat_min=29.135 geospatial_lat_units=degrees_north geospatial_lon_max=-83.0317 geospatial_lon_min=-83.0317 geospatial_lon_units=degrees_east geospatial_vertical_max=0.0 geospatial_vertical_min=0.0 geospatial_vertical_positive=up geospatial_vertical_units=m history=Downloaded from NOAA Center for Operational Oceanographic Products and Services (CO-OPS) at https://tidesandcurrents.noaa.gov/api/ id=114539 infoUrl=https://sensors.ioos.us/#metadata/114539/station institution=NOAA Center for Operational Oceanographic Products and Services (CO-OPS) naming_authority=com.axiomdatascience Northernmost_Northing=29.135 platform=fixed platform_name=Cedar Key, FL Real-time (CKYF1) platform_vocabulary=http://mmisw.org/ont/ioos/platform processing_level=Level 2 references=https://tidesandcurrents.noaa.gov/stationhome.html?id=8727520,https://tidesandcurrents.noaa.gov/api/,https://tidesandcurrents.noaa.gov/nwlon.html,https://www.ndbc.noaa.gov/station_page.php?station=CKYF1, sourceUrl=https://tidesandcurrents.noaa.gov/api/ Southernmost_Northing=29.135 standard_name_vocabulary=CF Standard Name Table v72 station_id=114539 time_coverage_end=2025-07-15T10:36:00Z time_coverage_start=2015-01-01T00:00:00Z Westernmost_Easting=-83.0317 wmo_platform_code=CKYF1

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NOAA (2019). NOAA Severe Weather Data Inventory [Dataset]. https://www.kaggle.com/datasets/noaa/noaa-severe-weather-data-inventory
Organization logo

NOAA Severe Weather Data Inventory

From NOAA Updated Data

Explore at:
22 scholarly articles cite this dataset (View in Google Scholar)
zip(0 bytes)Available download formats
Dataset updated
Jun 2, 2019
Dataset provided by
National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
Authors
NOAA
License

https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

Description
  • Update Frequency: Weekly

Data from this dataset can be downloaded/accessed through this dataset page and Kaggle's API.

Context

Severe weather is defined as a destructive storm or weather. It is usually applied to local, intense, often damaging storms such as thunderstorms, hail storms, and tornadoes, but it can also describe more widespread events such as tropical systems, blizzards, nor'easters, and derechos.

The Severe Weather Data Inventory (SWDI) is an integrated database of severe weather records for the United States. The records in SWDI come from a variety of sources in the NCDC archive. SWDI provides the ability to search through all of these data to find records covering a particular time period and geographic region, and to download the results of your search in a variety of formats. The formats currently supported are Shapefile (for GIS), KMZ (for Google Earth), CSV (comma-separated), and XML.

Content

The current data layers in SWDI are:
- Filtered Storm Cells (Max Reflectivity >= 45 dBZ) from NEXRAD (Level-III Storm Structure Product)
- All Storm Cells from NEXRAD (Level-III Storm Structure Product)
- Filtered Hail Signatures (Max Size > 0 and Probability = 100%) from NEXRAD (Level-III Hail Product)
- All Hail Signatures from NEXRAD (Level-III Hail Product)
- Mesocyclone Signatures from NEXRAD (Level-III Meso Product)
- Digital Mesocyclone Detection Algorithm from NEXRAD (Level-III MDA Product)
- Tornado Signatures from NEXRAD (Level-III TVS Product)
- Preliminary Local Storm Reports from the NOAA National Weather Service
- Lightning Strikes from Vaisala NLDN

Disclaimer:
SWDI provides a uniform way to access data from a variety of sources, but it does not provide any additional quality control beyond the processing which took place when the data were archived. The data sources in SWDI will not provide complete severe weather coverage of a geographic region or time period, due to a number of factors (eg, reports for a location or time period not provided to NOAA). The absence of SWDI data for a particular location and time should not be interpreted as an indication that no severe weather occurred at that time and location. Furthermore, much of the data in SWDI is automatically derived from radar data and represents probable conditions for an event, rather than a confirmed occurrence.

Acknowledgements

Dataset Source: NOAA. This dataset is publicly available for anyone to use under the following terms provided by the Dataset Source — http://www.data.gov/privacy-policy#data_policy — and is provided "AS IS" without any warranty, express or implied, from Google. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.

Cover photo by NASA on Unsplash
Unsplash Images are distributed under a unique Unsplash License.

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