Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights
When assessing the level of development of territories, the problem of finding objective qualitative data that will characterize it arises. One of the possible sources of such data is the remote sensing of the Earth (RSE). The article is devoted to the analysis of the possibility of using the produc...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Ukrainian |
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Igor Sikorsky Kyiv Polytechnic Institute
2023-06-01
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| Series: | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| Subjects: | |
| Online Access: | http://journal.iasa.kpi.ua/article/view/285440 |
| _version_ | 1797351388539256832 |
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| author | Michael Zgurovsky Kostiantyn Yefremov Sergii Gapon Ivan Pyshnograiev |
| author_facet | Michael Zgurovsky Kostiantyn Yefremov Sergii Gapon Ivan Pyshnograiev |
| author_sort | Michael Zgurovsky |
| collection | DOAJ |
| description | When assessing the level of development of territories, the problem of finding objective qualitative data that will characterize it arises. One of the possible sources of such data is the remote sensing of the Earth (RSE). The article is devoted to the analysis of the possibility of using the product of RSE – the map of night lights, for modeling the economical dimension of the sustainable development of the regions of Ukraine. Using the regression and correlation analysis and neural networks, appropriate models for assessing the level of economic development of the Kherson region, Donetsk region, and the AR of Crimea were obtained. The study was carried out by the team of the World Data Center for Geoinformatics and Sustainable Development of the Igor Sikorsky Kyiv Polytechnic Institute. It was part of research on the analysis of the behavior of complex socio-economic systems and processes of sustainable development in the context of the quality and safety of people’s lives. |
| first_indexed | 2024-03-08T12:59:47Z |
| format | Article |
| id | doaj.art-e266f69689184d8f97d6b6eae8090991 |
| institution | Directory Open Access Journal |
| issn | 1681-6048 2308-8893 |
| language | Ukrainian |
| last_indexed | 2024-03-08T12:59:47Z |
| publishDate | 2023-06-01 |
| publisher | Igor Sikorsky Kyiv Polytechnic Institute |
| record_format | Article |
| series | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| spelling | doaj.art-e266f69689184d8f97d6b6eae80909912024-01-19T12:36:00ZukrIgor Sikorsky Kyiv Polytechnic InstituteSistemnì Doslìdženâ ta Informacìjnì Tehnologìï1681-60482308-88932023-06-012496210.20535/SRIT.2308-8893.2023.2.04323670Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lightsMichael Zgurovsky0https://orcid.org/0000-0001-5896-7466Kostiantyn Yefremov1https://orcid.org/0000-0003-3495-6417Sergii Gapon2https://orcid.org/0000-0002-8834-5825Ivan Pyshnograiev3https://orcid.org/0000-0002-3346-8318National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", KyivNational Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", KyivNational Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", KyivNational Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", KyivWhen assessing the level of development of territories, the problem of finding objective qualitative data that will characterize it arises. One of the possible sources of such data is the remote sensing of the Earth (RSE). The article is devoted to the analysis of the possibility of using the product of RSE – the map of night lights, for modeling the economical dimension of the sustainable development of the regions of Ukraine. Using the regression and correlation analysis and neural networks, appropriate models for assessing the level of economic development of the Kherson region, Donetsk region, and the AR of Crimea were obtained. The study was carried out by the team of the World Data Center for Geoinformatics and Sustainable Development of the Igor Sikorsky Kyiv Polytechnic Institute. It was part of research on the analysis of the behavior of complex socio-economic systems and processes of sustainable development in the context of the quality and safety of people’s lives.http://journal.iasa.kpi.ua/article/view/285440sustainable developmentspatial data analysiseconomical developmentnight lightsmathematical modeling |
| spellingShingle | Michael Zgurovsky Kostiantyn Yefremov Sergii Gapon Ivan Pyshnograiev Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï sustainable development spatial data analysis economical development night lights mathematical modeling |
| title | Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights |
| title_full | Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights |
| title_fullStr | Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights |
| title_full_unstemmed | Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights |
| title_short | Assessment of the economical dimension of sustainable development of the ukraine’s regions based on the brightness of night lights |
| title_sort | assessment of the economical dimension of sustainable development of the ukraine s regions based on the brightness of night lights |
| topic | sustainable development spatial data analysis economical development night lights mathematical modeling |
| url | http://journal.iasa.kpi.ua/article/view/285440 |
| work_keys_str_mv | AT michaelzgurovsky assessmentoftheeconomicaldimensionofsustainabledevelopmentoftheukrainesregionsbasedonthebrightnessofnightlights AT kostiantynyefremov assessmentoftheeconomicaldimensionofsustainabledevelopmentoftheukrainesregionsbasedonthebrightnessofnightlights AT sergiigapon assessmentoftheeconomicaldimensionofsustainabledevelopmentoftheukrainesregionsbasedonthebrightnessofnightlights AT ivanpyshnograiev assessmentoftheeconomicaldimensionofsustainabledevelopmentoftheukrainesregionsbasedonthebrightnessofnightlights |