A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array
The research work done in this paper comprises the application of different well-known probability distribution models. This includes the understanding of the behavior and dynamics of 24 sunspot cycles with total data. The time-series data sets were selected from 1749 to 2014. To observe the solar a...
Published in: | Journal of Mountain Area Research |
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Main Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Karakoram International University Gilgit, Pakistan
2022
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Subjects: | |
Online Access: | http://journal.kiu.edu.pk/index.php/JMAR/article/view/141 https://doi.org/10.53874/jmar.v7i0.141 |
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author | Hassan, Danish Khan, Hamza Akhter, Muhammad Fahim Khan, Muhammad Danish Abbas, Shaheen |
author_facet | Hassan, Danish Khan, Hamza Akhter, Muhammad Fahim Khan, Muhammad Danish Abbas, Shaheen |
author_sort | Hassan, Danish |
collection | Unknown |
container_start_page | 44 |
container_title | Journal of Mountain Area Research |
container_volume | 7 |
description | The research work done in this paper comprises the application of different well-known probability distribution models. This includes the understanding of the behavior and dynamics of 24 sunspot cycles with total data. The time-series data sets were selected from 1749 to 2014. To observe the solar activity effects on K-index activity the double cycles from 1932 to 2014 were also incorporated in the study. The comparative study is useful to observe the long-term solar-terrestrial connection. The magnetic field of the sun reverses its polarity after every 11 years of the cycle. So after every 22 years, the north pole becomes again north pole. By using the two well-known tests Kolmogorov-Smirnov (KST) and Anderson-Darling test (ADT) the probability distribution models were obtained for each sunspot cycles and compare. The significant probability models for all the sunspot cycles have been obtained. The fitted probability distribution models on selected data sets may be useful to understand the trend of solar and geomagnetic activity. |
format | Article in Journal/Newspaper |
genre | North Pole |
genre_facet | North Pole |
geographic | North Pole |
geographic_facet | North Pole |
id | ftjmaresearch:oai:ojs.pkp.sfu.ca:article/141 |
institution | Open Polar |
language | English |
op_collection_id | ftjmaresearch |
op_coverage | Mathematics |
op_doi | https://doi.org/10.53874/jmar.v7i0.141 |
op_relation | http://journal.kiu.edu.pk/index.php/JMAR/article/view/141/51 http://journal.kiu.edu.pk/index.php/JMAR/article/view/141 doi:10.53874/jmar.v7i0.141 |
op_rights | Copyright (c) 2022 Journal of Mountain Area Research |
op_source | Journal of Mountain Area Research; Vol. 7 (2022); 44-55 2518-850X 2518-8496 |
publishDate | 2022 |
publisher | Karakoram International University Gilgit, Pakistan |
record_format | openpolar |
spelling | ftjmaresearch:oai:ojs.pkp.sfu.ca:article/141 2025-06-15T14:43:52+00:00 A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array Hassan, Danish Khan, Hamza Akhter, Muhammad Fahim Khan, Muhammad Danish Abbas, Shaheen Mathematics 2022-05-16 application/pdf http://journal.kiu.edu.pk/index.php/JMAR/article/view/141 https://doi.org/10.53874/jmar.v7i0.141 eng eng Karakoram International University Gilgit, Pakistan http://journal.kiu.edu.pk/index.php/JMAR/article/view/141/51 http://journal.kiu.edu.pk/index.php/JMAR/article/view/141 doi:10.53874/jmar.v7i0.141 Copyright (c) 2022 Journal of Mountain Area Research Journal of Mountain Area Research; Vol. 7 (2022); 44-55 2518-850X 2518-8496 Sunspot cycles geomagnetic activity Kolmogrove-Smirnove test (KST) Anderson- Darling test (ADT) Mathematical Sciences info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Text 2022 ftjmaresearch https://doi.org/10.53874/jmar.v7i0.141 2025-05-26T03:00:16Z The research work done in this paper comprises the application of different well-known probability distribution models. This includes the understanding of the behavior and dynamics of 24 sunspot cycles with total data. The time-series data sets were selected from 1749 to 2014. To observe the solar activity effects on K-index activity the double cycles from 1932 to 2014 were also incorporated in the study. The comparative study is useful to observe the long-term solar-terrestrial connection. The magnetic field of the sun reverses its polarity after every 11 years of the cycle. So after every 22 years, the north pole becomes again north pole. By using the two well-known tests Kolmogorov-Smirnov (KST) and Anderson-Darling test (ADT) the probability distribution models were obtained for each sunspot cycles and compare. The significant probability models for all the sunspot cycles have been obtained. The fitted probability distribution models on selected data sets may be useful to understand the trend of solar and geomagnetic activity. Article in Journal/Newspaper North Pole Unknown North Pole Journal of Mountain Area Research 7 44 |
spellingShingle | Sunspot cycles geomagnetic activity Kolmogrove-Smirnove test (KST) Anderson- Darling test (ADT) Mathematical Sciences Hassan, Danish Khan, Hamza Akhter, Muhammad Fahim Khan, Muhammad Danish Abbas, Shaheen A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title | A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title_full | A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title_fullStr | A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title_full_unstemmed | A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title_short | A STUDY OF LONG-TERM SUNSPOTS AND K-INDEX GEOMETRIC CYCLES USING PROBABILISTIC MODELING: Array |
title_sort | study of long-term sunspots and k-index geometric cycles using probabilistic modeling: array |
topic | Sunspot cycles geomagnetic activity Kolmogrove-Smirnove test (KST) Anderson- Darling test (ADT) Mathematical Sciences |
topic_facet | Sunspot cycles geomagnetic activity Kolmogrove-Smirnove test (KST) Anderson- Darling test (ADT) Mathematical Sciences |
url | http://journal.kiu.edu.pk/index.php/JMAR/article/view/141 https://doi.org/10.53874/jmar.v7i0.141 |