Fig 5 -

<p>TPM using TS 6–48 for defining Hydrological Drought (a. Long-term drought (TS-6), b. Long-term drought (TS-9), c. Long-term drought (TS-12), d. Long-term drought (TS-24), e. Long-term drought (TS-48), f. Hydrological drought using TPM).</p>

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Bibliographic Details
Main Author: Muhammad Asif Khan (7367468) (author)
Other Authors: Sergey Barykin (15746162) (author), Dmitry Karpov (4585081) (author), Nikita Lukashevich (20685334) (author), Akram Ochilov (20685337) (author), Rizwan Munir (18098498) (author)
Published: 2025
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_version_ 1852022963932495872
author Muhammad Asif Khan (7367468)
author2 Sergey Barykin (15746162)
Dmitry Karpov (4585081)
Nikita Lukashevich (20685334)
Akram Ochilov (20685337)
Rizwan Munir (18098498)
author2_role author
author
author
author
author
author_facet Muhammad Asif Khan (7367468)
Sergey Barykin (15746162)
Dmitry Karpov (4585081)
Nikita Lukashevich (20685334)
Akram Ochilov (20685337)
Rizwan Munir (18098498)
author_role author
dc.creator.none.fl_str_mv Muhammad Asif Khan (7367468)
Sergey Barykin (15746162)
Dmitry Karpov (4585081)
Nikita Lukashevich (20685334)
Akram Ochilov (20685337)
Rizwan Munir (18098498)
dc.date.none.fl_str_mv 2025-02-06T18:39:36Z
dc.identifier.none.fl_str_mv 10.1371/journal.pone.0307323.g005
dc.relation.none.fl_str_mv https://figshare.com/articles/figure/Fig_5_-/28362430
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Biotechnology
Ecology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
transition probability matrix
leveraging historical data
devising specific policies
recurring climate phenomenon
mc &# 8217
xlink "> drought
erroneous drought detection
proposed method incorporates
nine meteorological stations
hydrological droughts based
based drought monitoring
mc ))
climate regions
drought type
water shortages
water scarcity
temporal classification
system enables
stochastic process
resultant classifications
prolonged periods
probabilistic models
primary cause
precipitation patterns
novel system
naturally occurs
meteorological factors
markov chain
inadequate precipitation
fundamental assumption
droughts accurately
assessment system
always possible
dc.title.none.fl_str_mv Fig 5 -
dc.type.none.fl_str_mv Image
Figure
info:eu-repo/semantics/publishedVersion
image
description <p>TPM using TS 6–48 for defining Hydrological Drought (a. Long-term drought (TS-6), b. Long-term drought (TS-9), c. Long-term drought (TS-12), d. Long-term drought (TS-24), e. Long-term drought (TS-48), f. Hydrological drought using TPM).</p>
eu_rights_str_mv openAccess
id Manara_2d8e3a67e05d4ed2ef0d47302cef11dc
identifier_str_mv 10.1371/journal.pone.0307323.g005
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/28362430
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling Fig 5 - Muhammad Asif Khan (7367468)Sergey Barykin (15746162)Dmitry Karpov (4585081)Nikita Lukashevich (20685334)Akram Ochilov (20685337)Rizwan Munir (18098498)BiotechnologyEcologyEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedtransition probability matrixleveraging historical datadevising specific policiesrecurring climate phenomenonmc &# 8217xlink "> droughterroneous drought detectionproposed method incorporatesnine meteorological stationshydrological droughts basedbased drought monitoringmc ))climate regionsdrought typewater shortageswater scarcitytemporal classificationsystem enablesstochastic processresultant classificationsprolonged periodsprobabilistic modelsprimary causeprecipitation patternsnovel systemnaturally occursmeteorological factorsmarkov chaininadequate precipitationfundamental assumptiondroughts accuratelyassessment systemalways possible<p>TPM using TS 6–48 for defining Hydrological Drought (a. Long-term drought (TS-6), b. Long-term drought (TS-9), c. Long-term drought (TS-12), d. Long-term drought (TS-24), e. Long-term drought (TS-48), f. Hydrological drought using TPM).</p>2025-02-06T18:39:36ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0307323.g005https://figshare.com/articles/figure/Fig_5_-/28362430CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/283624302025-02-06T18:39:36Z
spellingShingle Fig 5 -
Muhammad Asif Khan (7367468)
Biotechnology
Ecology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
transition probability matrix
leveraging historical data
devising specific policies
recurring climate phenomenon
mc &# 8217
xlink "> drought
erroneous drought detection
proposed method incorporates
nine meteorological stations
hydrological droughts based
based drought monitoring
mc ))
climate regions
drought type
water shortages
water scarcity
temporal classification
system enables
stochastic process
resultant classifications
prolonged periods
probabilistic models
primary cause
precipitation patterns
novel system
naturally occurs
meteorological factors
markov chain
inadequate precipitation
fundamental assumption
droughts accurately
assessment system
always possible
status_str publishedVersion
title Fig 5 -
title_full Fig 5 -
title_fullStr Fig 5 -
title_full_unstemmed Fig 5 -
title_short Fig 5 -
title_sort Fig 5 -
topic Biotechnology
Ecology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
transition probability matrix
leveraging historical data
devising specific policies
recurring climate phenomenon
mc &# 8217
xlink "> drought
erroneous drought detection
proposed method incorporates
nine meteorological stations
hydrological droughts based
based drought monitoring
mc ))
climate regions
drought type
water shortages
water scarcity
temporal classification
system enables
stochastic process
resultant classifications
prolonged periods
probabilistic models
primary cause
precipitation patterns
novel system
naturally occurs
meteorological factors
markov chain
inadequate precipitation
fundamental assumption
droughts accurately
assessment system
always possible