5 datasets found
  1. a

    Tennessee Tornadoes 1950-2017

    • hub.arcgis.com
    • data-tga.opendata.arcgis.com
    Updated Jul 19, 2018
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    Tennessee Geographic Alliance (2018). Tennessee Tornadoes 1950-2017 [Dataset]. https://hub.arcgis.com/datasets/tga::tennessee-tornadoes-1950-2017/about
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    Dataset updated
    Jul 19, 2018
    Dataset authored and provided by
    Tennessee Geographic Alliance
    Area covered
    Earth
    Description

    This data set contains Tornadoes that occurred in Tennessee between 1950 and 2017. The data was downloaded from the NWS Storm Prediction Center.Column Names and Definitions from the NWS (pdf)om - Tornado number - A count of tornadoes during the y ear: Prior to 2007, these numbers were assigned to the tornado as the information arrived in the NWS database. Since 2007, the numbers may have been assigned in sequential (temporal) order after event date/times are converted to CST. However, do not use "om" to count the sequence of tornadoes through the year as sometimes new entries have come in late, or corrections are made, and the data are not re-sequenced.NOTE: Tornado segments that cross state borders and/or more than 4 counties will have same OM number. See information about fields 22-24 below.yr - Year, 1950-2017mo - Month, 1-12dy - Day, 1-31date - Date - in format yyyy-mm-dd formattime - Time - in format HH:MM:SStz - Time Zone - All t imes, except for ?=unkown and 9=GMT, were converted to 3=CST. This should be accounted for when building queries for GMT summaries such as 12z- 12z.st - State - Two letter postal abbreviation (PR=Puerto Rico. VI=Virgin Islands)stf - State FIPS Number - Note some Puerto Rico codes are incorrectstn - State Number - number of this tornado, in this state, in this year: May not be sequential in some years. Note: discontinued in 2008. This number can be calculated in a spreadsheet by sorting and after accounting for border crossing tornadoes and 4+ county segments.f - F-Scale - F-scale (EF-scale after Jan. 2007): values -9, 0, 1, 2, 3, 4, 5 (-9=unknown).inj - Injuries - when summing for state totals use sn=1, not sg=1 (see below)fat - Fatalities - when summing for state totals use sn=1, not sg=1 (see below)loss - Estimated property loss information - Prior to 1996 this is a categorization of tornado damage by dollar amount (o or blank-unknown; 1<$50, 2=$50-$500, 3=$500-$5,000, 4=$5,000-$50,000; 5=$50,000-$500,000, 6=$500,000-$5,000,000, 7=$5,000,000-$50,000,000, 8=$50,000,000-$500,000,000; 9=$5,000,000,000) When summing for state total use sn= 1, not Sg=1 (see below). From 1996, this is tornado property damage in millions of dollars. Note: this may change to whole dollar amounts in the future. Entry of 0 does not mean $0.closs - Estimated crop loss in millions of dollars (started in 2007). Entry of 0 does not mean 0$Tornado database file updated to add "fc" field for estimated F-scale rating in 2016. Valid for records altered between 1950-1982. slat - Starting latitude in decimal degreesslong - Starting longitude in decimal degreeselat - Ending latitude in decimal degreeselon - Ending longitude in decimal degreeslen - Length in mileswid - Width in yardsns, sn, sg - Understanding these fields is critical to counting state tornadoes, totaling state fatalities/losses. The tornado segment information can be thought of as follows:ns - Number of States affected by this tornado: 1, 2, or 3.sn - State Number 1 or 0 (1=entire track info in this state)sg - Tornado Segment number: 1, 2, or -9 (1 = entire track info)1,1,1 = Entire record for the track of the tornado (unless all 4 fips codes are non -zero).1,0,-9 = Continuing county fips code information only from 1,1,1 record, above (same om).2,0,1 = A two-state tornado (st=state of touchdown, other fields summarize entire track).2,1,2 = First state segment for a two-state (2,0,1) tornado (state same as above, same om).2,1,2 = Second state segment for two-state (2,0,1) tornado (state tracked into, same om).2,0,-9 = Continuing county fips for a 2,1,2 record that exceeds 4 counties (same om).3,0,1 = A three-state (st=state of touchdown, other fields summarize entire track).3,1,2 = First state segment for a three-state (3,0,1) tornado (state same as 3,0,1, same om).3,1,2 = Second state segment for three-state (3,0,1) tornado (2nd state tracked into, same om as 3,0,1 record).3,1,2 = Third state segment for a three-state (3,0,1) tornado (3rd state tracked into, same om as the initial 3,0,1 record).f1 - 1st county FIPS codef2 - 2nd county FIPS codef3 - 3rd county FIPS codef4 - 4th county FIPS codefc - fc = 0 for unaltered (E)F - scale rating. fc = 1 if previous rating was -9 (unknown)

  2. Tornados [1950 - 2022]

    • kaggle.com
    Updated Sep 19, 2023
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    Sujay Kapadnis (2023). Tornados [1950 - 2022] [Dataset]. https://www.kaggle.com/datasets/sujaykapadnis/tornados
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 19, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Sujay Kapadnis
    Description

    The data comes from NOAA's National Weather Service Storm Prediction Center Severe Weather Maps, Graphics, and Data Page

    Data Dictionary

    tornados.csv

    variableclassdescription
    omintegerTornado number. Effectively an ID for this tornado in this year.
    yrintegerYear, 1950-2022.
    mointegerMonth, 1-12.
    dyintegerDay of the month, 1-31.
    datedateDate.
    timetimeTime.
    tzcharacterCanonical tz database timezone.
    datetime_utcdatetimeDate and time normalized to UTC.
    stcharacterTwo-letter postal abbreviation for the state (DC = Washington, DC; PR = Puerto Rico; VI = Virgin Islands).
    stfintegerState FIPS (Federal Information Processing Standards) number.
    magintegerMagnitude on the F scale (EF beginning in 2007). Some of these values are estimated (see fc).
    injintegerNumber of injuries. When summing for state totals, use sn == 1 (see below).
    fatintegerNumber of fatalities. When summing for state totals, use sn == 1 (see below).
    lossdoubleEstimated property loss information in dollars. Prior to 1996, values were grouped into ranges. The reported number for such years is the maximum of its range.
    slatdoubleStarting latitude in decimal degrees.
    slondoubleStarting longitude in decimal degrees.
    elatdoubleEnding latitude in decimal degrees.
    elondoubleEnding longitude in decimal degrees.
    lendoubleLength in miles.
    widdoubleWidth in yards.
    nsintegerNumber of states affected by this tornado. 1, 2, or 3.
    snintegerState number for this row. 1 means the row contains the entire track information for this state, 0 means there is at least one more entry for this state for this tornado (om + yr).
    f1integerFIPS code for the 1st county.
    f2integerFIPS code for the 2nd county.
    f3integerFIPS code for the 3rd county.
    f4integerFIPS code for the 4th county.
    fclogicalWas the mag column estimated?
  3. f

    Tornadoes and Waterspouts in Chile / Tornados y Trombas en Chile

    • figshare.com
    xlsx
    Updated Jul 14, 2025
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    Cristian Bastías-Curivil; Roberto Rondanelli; Jose Vicencio; Felipe Matus; Victoria Caballero; Francisca Munoz; José Barraza; Diego Campos; Raúl Valenzuela; Alejandro de la Maza; Javier Campos; Ian Trobok (2025). Tornadoes and Waterspouts in Chile / Tornados y Trombas en Chile [Dataset]. http://doi.org/10.6084/m9.figshare.25119566.v5
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    xlsxAvailable download formats
    Dataset updated
    Jul 14, 2025
    Dataset provided by
    figshare
    Authors
    Cristian Bastías-Curivil; Roberto Rondanelli; Jose Vicencio; Felipe Matus; Victoria Caballero; Francisca Munoz; José Barraza; Diego Campos; Raúl Valenzuela; Alejandro de la Maza; Javier Campos; Ian Trobok
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Chile
    Description

    We provide a dataset of tornadoes and waterspouts in Chile from 1554 to present based in chronicles, newspaper articles, social media, scientific literature and books. The database includes only those events that have been qualified as more than likely a tornado or waterspout based on a subjective qualification by the researchers. For each tornado we provide at least one geographical location point, the local and UTC hour (if known) and for most cases an estimation of the intensity based on the Enhanced Fujita damage scale.The following are the parameters contained in the database:N°: This is the entry number or identifier for each record in the file.Location: The name of the place where the weather event occurred.Latitude: The geographical latitude coordinate of the event's location.Longitude: The geographical longitude coordinate of the event's location.Date (Gregorian Calendar): The date when the event occurred, according to the Gregorian calendar.Hour (local): The local time when the event occurred.Hour (UTC): The time of the event in Coordinated Universal Time (UTC).Sound: A binary indicator (usually 1 for 'Yes' and 0 for 'No') showing whether there was a notable sound associated with the event.Hail: A binary indicator showing whether hail was a feature of the weather event.Electric Storm: A binary indicator showing whether the event involved an electric storm.Damage: A binary indicator showing whether there was any damage resulting from the event.Tornado: A binary indicator showing whether a tornado was a part of the event.Waterspout: A binary indicator showing whether a waterspout was observed during the event.Register: This column refers to the existence of some witness account or visual material of a rotating column.Max. EF Rating: The maximum Enhanced Fujita Scale rating assigned to the tornado, indicating its intensity.Analyst: The name or initials of the person who analyzed or reported the event.Fatalities: The number of fatalities (deaths) caused by the event.Injured: The number of injuries reported due to the event.Link to Documents: References or links to documents where the event is described or recorded.Sources: The sources or references from where the information about the event is derived.Comments: Additional remarks or notes about the event, providing context or extra details.

  4. e

    Naturgewalt Tornado: Eine Übersicht - Dataset - B2FIND

    • b2find.eudat.eu
    Updated May 7, 2023
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    (2023). Naturgewalt Tornado: Eine Übersicht - Dataset - B2FIND [Dataset]. https://b2find.eudat.eu/dataset/a8688690-7898-54ab-b2fa-ffa469d7da21
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    Dataset updated
    May 7, 2023
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Naturgewalt Tornado - Eine Übersicht: Tornados als sich heftig drehende Wirbel gehören mit Windgeschwindigkeiten bis zu 500 km/h zu den schlimmsten Naturgewalten. In den USA treten etwa 1.000 Tornados/Jahr auf; in Europa sind sie halb so häufig. Knapp 90% gehören zur Kategorie »schwach«. Sie können entstehen, wenn sich Schauer- oder Gewitterwolken in Anwesenheit warm-feuchter Luftmassen bilden und instabilen Bedingungen herrschen. Die Entstehung eines Tornados kann noch nicht genau vorhergesagt werden. Wetterdienste verbreiten jedoch kurzfristige Warnungen, wenn ein Verdacht auf Entstehung von Tornados vorliegt. Sie sind kleinräumig sowie meist kurzlebig und daher sehr schwer zu registrieren. Durch die Zusammenarbeit zwischen nationalen Wetterdiensten und Skywarn können die Warnungen und der Schutz der Bevölkerung verbessert werden. Eine Zunahme der Tornados infolge des Klimawandels ist bisher nicht nachgewiesen. Force of nature Tornado - A overview: Tornadoes as violently rotating columns of air with wind speeds up to 500 km/h belong to the strongest forces of nature. More than 1000 tornadoes per year occur in the USA; and in Europa 500-600. Nearly 90% belong to the category »weak«. They can arise when deep convective clouds form. Tornadoes cannot yet be predicted. Weather services issue short-term warnings when tornado development is probable. Tornadoes have small scales and are short-lived and thus not all are detected. Therefore, the co-operation between National Weather Services and the NGO Skywarn is very important to improve the short-term warnings for better public protection measures. An increase in tornadoes due to climate change cannot be proven yet.

  5. Tornado Tracks 2

    • geospatial-nws-noaa.opendata.arcgis.com
    • noaa.hub.arcgis.com
    Updated Mar 31, 2018
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    NOAA GeoPlatform (2018). Tornado Tracks 2 [Dataset]. https://geospatial-nws-noaa.opendata.arcgis.com/datasets/tornado-tracks-2
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    Dataset updated
    Mar 31, 2018
    Dataset provided by
    National Oceanic and Atmospheric Administrationhttp://www.noaa.gov/
    Authors
    NOAA GeoPlatform
    Area covered
    Description

    Supercell thunderstorms that moved through Alabama on the afternoon and evening of April 27, 2011 are highlighted on this map. Several violent, long-track tornadoes occurred during this timeframe, producing widespread damage, numerous injuries, and fatalities. For more comprehensive information about the April 27, 2011 Super Outbreak visit the National Weather Service in Birmingham and Huntsville's webpages that document the event:NWS Birmingham: https://www.weather.gov/bmx/event_04272011NWS Huntsville: https://www.weather.gov/hun/hunsur_2011-04-27

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Tennessee Geographic Alliance (2018). Tennessee Tornadoes 1950-2017 [Dataset]. https://hub.arcgis.com/datasets/tga::tennessee-tornadoes-1950-2017/about

Tennessee Tornadoes 1950-2017

Explore at:
Dataset updated
Jul 19, 2018
Dataset authored and provided by
Tennessee Geographic Alliance
Area covered
Earth
Description

This data set contains Tornadoes that occurred in Tennessee between 1950 and 2017. The data was downloaded from the NWS Storm Prediction Center.Column Names and Definitions from the NWS (pdf)om - Tornado number - A count of tornadoes during the y ear: Prior to 2007, these numbers were assigned to the tornado as the information arrived in the NWS database. Since 2007, the numbers may have been assigned in sequential (temporal) order after event date/times are converted to CST. However, do not use "om" to count the sequence of tornadoes through the year as sometimes new entries have come in late, or corrections are made, and the data are not re-sequenced.NOTE: Tornado segments that cross state borders and/or more than 4 counties will have same OM number. See information about fields 22-24 below.yr - Year, 1950-2017mo - Month, 1-12dy - Day, 1-31date - Date - in format yyyy-mm-dd formattime - Time - in format HH:MM:SStz - Time Zone - All t imes, except for ?=unkown and 9=GMT, were converted to 3=CST. This should be accounted for when building queries for GMT summaries such as 12z- 12z.st - State - Two letter postal abbreviation (PR=Puerto Rico. VI=Virgin Islands)stf - State FIPS Number - Note some Puerto Rico codes are incorrectstn - State Number - number of this tornado, in this state, in this year: May not be sequential in some years. Note: discontinued in 2008. This number can be calculated in a spreadsheet by sorting and after accounting for border crossing tornadoes and 4+ county segments.f - F-Scale - F-scale (EF-scale after Jan. 2007): values -9, 0, 1, 2, 3, 4, 5 (-9=unknown).inj - Injuries - when summing for state totals use sn=1, not sg=1 (see below)fat - Fatalities - when summing for state totals use sn=1, not sg=1 (see below)loss - Estimated property loss information - Prior to 1996 this is a categorization of tornado damage by dollar amount (o or blank-unknown; 1<$50, 2=$50-$500, 3=$500-$5,000, 4=$5,000-$50,000; 5=$50,000-$500,000, 6=$500,000-$5,000,000, 7=$5,000,000-$50,000,000, 8=$50,000,000-$500,000,000; 9=$5,000,000,000) When summing for state total use sn= 1, not Sg=1 (see below). From 1996, this is tornado property damage in millions of dollars. Note: this may change to whole dollar amounts in the future. Entry of 0 does not mean $0.closs - Estimated crop loss in millions of dollars (started in 2007). Entry of 0 does not mean 0$Tornado database file updated to add "fc" field for estimated F-scale rating in 2016. Valid for records altered between 1950-1982. slat - Starting latitude in decimal degreesslong - Starting longitude in decimal degreeselat - Ending latitude in decimal degreeselon - Ending longitude in decimal degreeslen - Length in mileswid - Width in yardsns, sn, sg - Understanding these fields is critical to counting state tornadoes, totaling state fatalities/losses. The tornado segment information can be thought of as follows:ns - Number of States affected by this tornado: 1, 2, or 3.sn - State Number 1 or 0 (1=entire track info in this state)sg - Tornado Segment number: 1, 2, or -9 (1 = entire track info)1,1,1 = Entire record for the track of the tornado (unless all 4 fips codes are non -zero).1,0,-9 = Continuing county fips code information only from 1,1,1 record, above (same om).2,0,1 = A two-state tornado (st=state of touchdown, other fields summarize entire track).2,1,2 = First state segment for a two-state (2,0,1) tornado (state same as above, same om).2,1,2 = Second state segment for two-state (2,0,1) tornado (state tracked into, same om).2,0,-9 = Continuing county fips for a 2,1,2 record that exceeds 4 counties (same om).3,0,1 = A three-state (st=state of touchdown, other fields summarize entire track).3,1,2 = First state segment for a three-state (3,0,1) tornado (state same as 3,0,1, same om).3,1,2 = Second state segment for three-state (3,0,1) tornado (2nd state tracked into, same om as 3,0,1 record).3,1,2 = Third state segment for a three-state (3,0,1) tornado (3rd state tracked into, same om as the initial 3,0,1 record).f1 - 1st county FIPS codef2 - 2nd county FIPS codef3 - 3rd county FIPS codef4 - 4th county FIPS codefc - fc = 0 for unaltered (E)F - scale rating. fc = 1 if previous rating was -9 (unknown)

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