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...

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Published in:Journal of Mountain Area Research
Main Authors: Hassan, Danish, Khan, Hamza, Akhter, Muhammad Fahim, Khan, Muhammad Danish, Abbas, Shaheen
Format: Article in Journal/Newspaper
Language:English
Published: Karakoram International University Gilgit, Pakistan 2022
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
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institution Open Polar
language English
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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
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publisher Karakoram International University Gilgit, Pakistan
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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