Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk
International audience In the last twenty years, the Metropolis of Yakutsk has experienced significant changes characterised by intense urban growth, densification, and urban structure changes in a complex geographical environment: extremely low temperature during six to seven months, impacts of per...
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ftunivcotedazur:oai:HAL:hal-03787176v1 2024-04-21T08:04:37+00:00 Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk Gadal, Sébastien Oukhattar, Mounir Kamičaitytė, Jūratė Zakharov, Moisei Ouerghemmi, Walid Houmma, Hanadé Aix-Marseille Université - Faculté des Arts, Lettres, Langues et Sciences Humaines (AMU ALLSH) Aix Marseille Université (AMU) Étude des Structures, des Processus d’Adaptation et des Changements de l’Espace (ESPACE) Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Avignon Université (AU)-Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA) North-Eastern Federal University Kaunas University of Technology (KTU) Institute of Agronomy and Veterinary Hassan II University of Lodz Cracow University of Technology, Lodz University of Technology FMSH-RBSF OSAMA (development Of an optimal human Security Model for The Arctic) CNES THEIA TOSCA AIMCEE (Apport de l’Imagerie satellitaire Multi-Capteurs pour répondre aux Enjeux Environnementaux et sociétaux des socio-systèmes urbains) ANR-15-CE22-0006,PUR,Pôles URbains(2015) Łódź, Poland 2022-09-06 https://hal.science/hal-03787176 https://hal.science/hal-03787176/document https://hal.science/hal-03787176/file/Presentation_File_Submission_753_ISUF_2022.pdf en eng HAL CCSD hal-03787176 https://hal.science/hal-03787176 https://hal.science/hal-03787176/document https://hal.science/hal-03787176/file/Presentation_File_Submission_753_ISUF_2022.pdf http://creativecommons.org/licenses/by-nc/ XXIX Conference of the International Seminar on Urban Form: Urban Redevelopment and Revitalisation A Multidisciplinary Perspective https://hal.science/hal-03787176 XXIX Conference of the International Seminar on Urban Form: Urban Redevelopment and Revitalisation A Multidisciplinary Perspective, University of Lodz; Cracow University of Technology,; Lodz University of Technology, Sep 2022, Łódź, Poland https://isuf2022.org/ Urbanisation forms Territorial structures Remote sensing Geo-simulation Yakutsk metropolis Arctic Yakutia [SHS.GEO]Humanities and Social Sciences/Geography [SDV.SA.SDS]Life Sciences [q-bio]/Agricultural sciences/Soil study info:eu-repo/semantics/conferenceObject Conference papers 2022 ftunivcotedazur 2024-03-28T01:47:07Z International audience In the last twenty years, the Metropolis of Yakutsk has experienced significant changes characterised by intense urban growth, densification, and urban structure changes in a complex geographical environment: extremely low temperature during six to seven months, impacts of permafrost dynamics and relative melting, seasonal exposure to ice breakup on the suburban areas. The urban structure and land-use changes conditioned by the urban growth and environmental impacts are analysed at two geographic scales: the meso-urban level with the use of the Landsat-5 TM, Landsat-8 OLI, and Sentinel-2 MSI satellites images covering the period from 2010 to 2020; and at the regional level with the DMSP-OLS PL (1995-2013) and VIIRS-DNB (2015-2020) sensors. The recognition of the urban structures and land use transformations at both scales are based on the use of combined machine learning data processing. The simulations of the urban structures and land use evolutions to 2030 at the meso-urban and regional scales by Markov chain cellular automata give comparable results of the future trends of the Yakutsk metropolis: reduction of vegetation, forests areas (due to forest fires) and agriculture zones; the increase of bare soil, water surfaces and new urban areas. Conference Object Ice permafrost Subarctic Yakutia Yakutsk HAL Université Côte d'Azur |
institution |
Open Polar |
collection |
HAL Université Côte d'Azur |
op_collection_id |
ftunivcotedazur |
language |
English |
topic |
Urbanisation forms Territorial structures Remote sensing Geo-simulation Yakutsk metropolis Arctic Yakutia [SHS.GEO]Humanities and Social Sciences/Geography [SDV.SA.SDS]Life Sciences [q-bio]/Agricultural sciences/Soil study |
spellingShingle |
Urbanisation forms Territorial structures Remote sensing Geo-simulation Yakutsk metropolis Arctic Yakutia [SHS.GEO]Humanities and Social Sciences/Geography [SDV.SA.SDS]Life Sciences [q-bio]/Agricultural sciences/Soil study Gadal, Sébastien Oukhattar, Mounir Kamičaitytė, Jūratė Zakharov, Moisei Ouerghemmi, Walid Houmma, Hanadé Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
topic_facet |
Urbanisation forms Territorial structures Remote sensing Geo-simulation Yakutsk metropolis Arctic Yakutia [SHS.GEO]Humanities and Social Sciences/Geography [SDV.SA.SDS]Life Sciences [q-bio]/Agricultural sciences/Soil study |
description |
International audience In the last twenty years, the Metropolis of Yakutsk has experienced significant changes characterised by intense urban growth, densification, and urban structure changes in a complex geographical environment: extremely low temperature during six to seven months, impacts of permafrost dynamics and relative melting, seasonal exposure to ice breakup on the suburban areas. The urban structure and land-use changes conditioned by the urban growth and environmental impacts are analysed at two geographic scales: the meso-urban level with the use of the Landsat-5 TM, Landsat-8 OLI, and Sentinel-2 MSI satellites images covering the period from 2010 to 2020; and at the regional level with the DMSP-OLS PL (1995-2013) and VIIRS-DNB (2015-2020) sensors. The recognition of the urban structures and land use transformations at both scales are based on the use of combined machine learning data processing. The simulations of the urban structures and land use evolutions to 2030 at the meso-urban and regional scales by Markov chain cellular automata give comparable results of the future trends of the Yakutsk metropolis: reduction of vegetation, forests areas (due to forest fires) and agriculture zones; the increase of bare soil, water surfaces and new urban areas. |
author2 |
Aix-Marseille Université - Faculté des Arts, Lettres, Langues et Sciences Humaines (AMU ALLSH) Aix Marseille Université (AMU) Étude des Structures, des Processus d’Adaptation et des Changements de l’Espace (ESPACE) Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Avignon Université (AU)-Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA) North-Eastern Federal University Kaunas University of Technology (KTU) Institute of Agronomy and Veterinary Hassan II University of Lodz Cracow University of Technology, Lodz University of Technology FMSH-RBSF OSAMA (development Of an optimal human Security Model for The Arctic) CNES THEIA TOSCA AIMCEE (Apport de l’Imagerie satellitaire Multi-Capteurs pour répondre aux Enjeux Environnementaux et sociétaux des socio-systèmes urbains) ANR-15-CE22-0006,PUR,Pôles URbains(2015) |
format |
Conference Object |
author |
Gadal, Sébastien Oukhattar, Mounir Kamičaitytė, Jūratė Zakharov, Moisei Ouerghemmi, Walid Houmma, Hanadé |
author_facet |
Gadal, Sébastien Oukhattar, Mounir Kamičaitytė, Jūratė Zakharov, Moisei Ouerghemmi, Walid Houmma, Hanadé |
author_sort |
Gadal, Sébastien |
title |
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
title_short |
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
title_full |
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
title_fullStr |
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
title_full_unstemmed |
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk |
title_sort |
multiscale and multi-temporal modelling of urban change structures in the subarctic east siberian metropolis of yakutsk |
publisher |
HAL CCSD |
publishDate |
2022 |
url |
https://hal.science/hal-03787176 https://hal.science/hal-03787176/document https://hal.science/hal-03787176/file/Presentation_File_Submission_753_ISUF_2022.pdf |
op_coverage |
Łódź, Poland |
genre |
Ice permafrost Subarctic Yakutia Yakutsk |
genre_facet |
Ice permafrost Subarctic Yakutia Yakutsk |
op_source |
XXIX Conference of the International Seminar on Urban Form: Urban Redevelopment and Revitalisation A Multidisciplinary Perspective https://hal.science/hal-03787176 XXIX Conference of the International Seminar on Urban Form: Urban Redevelopment and Revitalisation A Multidisciplinary Perspective, University of Lodz; Cracow University of Technology,; Lodz University of Technology, Sep 2022, Łódź, Poland https://isuf2022.org/ |
op_relation |
hal-03787176 https://hal.science/hal-03787176 https://hal.science/hal-03787176/document https://hal.science/hal-03787176/file/Presentation_File_Submission_753_ISUF_2022.pdf |
op_rights |
http://creativecommons.org/licenses/by-nc/ |
_version_ |
1796944160181190656 |