Analysis of geomagnetic hourly ranges
In an attempt to develop better forecasts of geomagnetic activity, hourly ranges of geomagnetic data are analyzed with a focus on how the data are distributed. A lognormal distribution is found to be able to characterize the magnetic data for all observatories up to moderate disturbances with each d...
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Veröffentlicht in: | Space Weather 2015-08, Vol.13 (8), p.458-468 |
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creator | Danskin, D. W. Lotz, S. I. |
description | In an attempt to develop better forecasts of geomagnetic activity, hourly ranges of geomagnetic data are analyzed with a focus on how the data are distributed. A lognormal distribution is found to be able to characterize the magnetic data for all observatories up to moderate disturbances with each distribution controlled by the mean of the logarithm of the hourly range. In the subauroral zone, the distribution deviates from the lognormal, which is interpreted as motion of the auroral electrojet toward the equator. For most observatories, a substantial deviation from the lognormal distribution was noted at the higher values and is best modeled with a power law extrapolation, which gives estimates of the extreme values that may occur at observatories which contribute to the disturbance storm time (Dst) index and in Canada.
Key Points
Lognormal distribution of geomagnetic hourly ranges for most values
Mean of logarithm of hourly range characterizes the distribution
Power law fit to distribution at largest values can estimate extreme values |
doi_str_mv | 10.1002/2015SW001184 |
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Key Points
Lognormal distribution of geomagnetic hourly ranges for most values
Mean of logarithm of hourly range characterizes the distribution
Power law fit to distribution at largest values can estimate extreme values</description><identifier>ISSN: 1542-7390</identifier><identifier>ISSN: 1539-4964</identifier><identifier>EISSN: 1542-7390</identifier><identifier>DOI: 10.1002/2015SW001184</identifier><language>eng</language><publisher>Washington: Blackwell Publishing Ltd</publisher><subject>Algorithms ; Auroral electrojet ; Deviation ; distribution ; Disturbances ; Electrojets ; Equator ; Estimates ; Extrapolation ; Extreme values ; Geomagnetic activity ; Geomagnetic data ; Geomagnetism ; Geophysics ; Logarithms ; magnetic ; Magnetic fields ; Observatories ; Power law</subject><ispartof>Space Weather, 2015-08, Vol.13 (8), p.458-468</ispartof><rights>2015. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5468-beb28992ad54605b72c3a5c7d6a8288a2d2531e5c934fe64d0d36e7bb8a75a173</citedby><cites>FETCH-LOGICAL-c5468-beb28992ad54605b72c3a5c7d6a8288a2d2531e5c934fe64d0d36e7bb8a75a173</cites><orcidid>0000-0002-4968-9094</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2F2015SW001184$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2F2015SW001184$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids></links><search><creatorcontrib>Danskin, D. W.</creatorcontrib><creatorcontrib>Lotz, S. I.</creatorcontrib><title>Analysis of geomagnetic hourly ranges</title><title>Space Weather</title><addtitle>Space Weather</addtitle><description>In an attempt to develop better forecasts of geomagnetic activity, hourly ranges of geomagnetic data are analyzed with a focus on how the data are distributed. A lognormal distribution is found to be able to characterize the magnetic data for all observatories up to moderate disturbances with each distribution controlled by the mean of the logarithm of the hourly range. In the subauroral zone, the distribution deviates from the lognormal, which is interpreted as motion of the auroral electrojet toward the equator. For most observatories, a substantial deviation from the lognormal distribution was noted at the higher values and is best modeled with a power law extrapolation, which gives estimates of the extreme values that may occur at observatories which contribute to the disturbance storm time (Dst) index and in Canada.
Key Points
Lognormal distribution of geomagnetic hourly ranges for most values
Mean of logarithm of hourly range characterizes the distribution
Power law fit to distribution at largest values can estimate extreme values</description><subject>Algorithms</subject><subject>Auroral electrojet</subject><subject>Deviation</subject><subject>distribution</subject><subject>Disturbances</subject><subject>Electrojets</subject><subject>Equator</subject><subject>Estimates</subject><subject>Extrapolation</subject><subject>Extreme values</subject><subject>Geomagnetic activity</subject><subject>Geomagnetic data</subject><subject>Geomagnetism</subject><subject>Geophysics</subject><subject>Logarithms</subject><subject>magnetic</subject><subject>Magnetic fields</subject><subject>Observatories</subject><subject>Power law</subject><issn>1542-7390</issn><issn>1539-4964</issn><issn>1542-7390</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqN0c9LwzAUB_AgCs7pzT-gIIIHq_n1mvQ4x9yEoYepPYa0TWdn185kQ_vfm1GR4WF4SkI-Ly-PL0LnBN8QjOktxQRmCcaESH6AegQ4DQWL8eHO_hidOLfwmgPlPXQ5qHXVutIFTRHMTbPU89qsyyx4aza2agOr67lxp-io0JUzZz9rH73cj56Hk3D6NH4YDqZhBjySYWpSKuOY6twfMaSCZkxDJvJISyqlpjkFRgxkMeOFiXiOcxYZkaZSC9BEsD666t5d2eZjY9xaLUuXmarStWk2ThEBDDgDzP5BGZU4Flh6evGHLvxwfm6vYhBESi7IXuWvY4g4bNtedyqzjXPWFGply6W2rSJYbUNQuyF4Tjv-WVam3WvVLBlRH8v2v2FXVLq1-fot0vZdRYIJUMnjWCWvnLAZu1MT9g24C5La</recordid><startdate>201508</startdate><enddate>201508</enddate><creator>Danskin, D. W.</creator><creator>Lotz, S. I.</creator><general>Blackwell Publishing Ltd</general><general>John Wiley & Sons, Inc</general><scope>BSCLL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4968-9094</orcidid></search><sort><creationdate>201508</creationdate><title>Analysis of geomagnetic hourly ranges</title><author>Danskin, D. W. ; Lotz, S. I.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5468-beb28992ad54605b72c3a5c7d6a8288a2d2531e5c934fe64d0d36e7bb8a75a173</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Algorithms</topic><topic>Auroral electrojet</topic><topic>Deviation</topic><topic>distribution</topic><topic>Disturbances</topic><topic>Electrojets</topic><topic>Equator</topic><topic>Estimates</topic><topic>Extrapolation</topic><topic>Extreme values</topic><topic>Geomagnetic activity</topic><topic>Geomagnetic data</topic><topic>Geomagnetism</topic><topic>Geophysics</topic><topic>Logarithms</topic><topic>magnetic</topic><topic>Magnetic fields</topic><topic>Observatories</topic><topic>Power law</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Danskin, D. W.</creatorcontrib><creatorcontrib>Lotz, S. I.</creatorcontrib><collection>Istex</collection><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Space Weather</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Danskin, D. W.</au><au>Lotz, S. I.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of geomagnetic hourly ranges</atitle><jtitle>Space Weather</jtitle><addtitle>Space Weather</addtitle><date>2015-08</date><risdate>2015</risdate><volume>13</volume><issue>8</issue><spage>458</spage><epage>468</epage><pages>458-468</pages><issn>1542-7390</issn><issn>1539-4964</issn><eissn>1542-7390</eissn><abstract>In an attempt to develop better forecasts of geomagnetic activity, hourly ranges of geomagnetic data are analyzed with a focus on how the data are distributed. A lognormal distribution is found to be able to characterize the magnetic data for all observatories up to moderate disturbances with each distribution controlled by the mean of the logarithm of the hourly range. In the subauroral zone, the distribution deviates from the lognormal, which is interpreted as motion of the auroral electrojet toward the equator. For most observatories, a substantial deviation from the lognormal distribution was noted at the higher values and is best modeled with a power law extrapolation, which gives estimates of the extreme values that may occur at observatories which contribute to the disturbance storm time (Dst) index and in Canada.
Key Points
Lognormal distribution of geomagnetic hourly ranges for most values
Mean of logarithm of hourly range characterizes the distribution
Power law fit to distribution at largest values can estimate extreme values</abstract><cop>Washington</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1002/2015SW001184</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-4968-9094</orcidid><oa>free_for_read</oa></addata></record> |
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source | Wiley Online Library Journals; EZB Electronic Journals Library |
subjects | Algorithms Auroral electrojet Deviation distribution Disturbances Electrojets Equator Estimates Extrapolation Extreme values Geomagnetic activity Geomagnetic data Geomagnetism Geophysics Logarithms magnetic Magnetic fields Observatories Power law |
title | Analysis of geomagnetic hourly ranges |
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