Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions
The development of physical models that take into account the combined influence of the dynamics of surface and ground waters is an important task for solving the problem of flooding of settlements during floods. These models allow improving the accuracy of modeling considering more complex physical...
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EDP Sciences
2024
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Online Access: | https://doi.org/10.1051/e3sconf/202448601029 https://doaj.org/article/f6b0841f3ff846df9c866f888453c7c2 |
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ftdoajarticles:oai:doaj.org/article:f6b0841f3ff846df9c866f888453c7c2 2024-09-09T19:24:59+00:00 Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions Grebnev Y.V. Moskalev A.K. Petrunina A.E. Lazutin D.T. 2024-01-01T00:00:00Z https://doi.org/10.1051/e3sconf/202448601029 https://doaj.org/article/f6b0841f3ff846df9c866f888453c7c2 EN FR eng fre EDP Sciences https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/16/e3sconf_agritech-ix2023_01029.pdf https://doaj.org/toc/2267-1242 2267-1242 doi:10.1051/e3sconf/202448601029 https://doaj.org/article/f6b0841f3ff846df9c866f888453c7c2 E3S Web of Conferences, Vol 486, p 01029 (2024) Environmental sciences GE1-350 article 2024 ftdoajarticles https://doi.org/10.1051/e3sconf/202448601029 2024-08-05T17:50:03Z The development of physical models that take into account the combined influence of the dynamics of surface and ground waters is an important task for solving the problem of flooding of settlements during floods. These models allow improving the accuracy of modeling considering more complex physical processes, adapting to changing climatic conditions and integrating with other control systems. This paper explores the use of cyber-physical methods for modeling the flood zones of settlements during floods. The MODFLOW software product was used to simulate the flood zones of settlements. The developed model makes it possible to analyze hydrological processes, including groundwater dynamics and interaction with surface water bodies. Neural network models have also been developed and tested that use geographic, meteorological, hydrological, and structure and infrastructure data to predict the boundaries of flood zones. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic E3S Web of Conferences 486 01029 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English French |
topic |
Environmental sciences GE1-350 |
spellingShingle |
Environmental sciences GE1-350 Grebnev Y.V. Moskalev A.K. Petrunina A.E. Lazutin D.T. Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
topic_facet |
Environmental sciences GE1-350 |
description |
The development of physical models that take into account the combined influence of the dynamics of surface and ground waters is an important task for solving the problem of flooding of settlements during floods. These models allow improving the accuracy of modeling considering more complex physical processes, adapting to changing climatic conditions and integrating with other control systems. This paper explores the use of cyber-physical methods for modeling the flood zones of settlements during floods. The MODFLOW software product was used to simulate the flood zones of settlements. The developed model makes it possible to analyze hydrological processes, including groundwater dynamics and interaction with surface water bodies. Neural network models have also been developed and tested that use geographic, meteorological, hydrological, and structure and infrastructure data to predict the boundaries of flood zones. |
format |
Article in Journal/Newspaper |
author |
Grebnev Y.V. Moskalev A.K. Petrunina A.E. Lazutin D.T. |
author_facet |
Grebnev Y.V. Moskalev A.K. Petrunina A.E. Lazutin D.T. |
author_sort |
Grebnev Y.V. |
title |
Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
title_short |
Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
title_full |
Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
title_fullStr |
Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
title_full_unstemmed |
Development of a cyber-physical model for the movement of surface and ground waters during a flood in Arctic conditions |
title_sort |
development of a cyber-physical model for the movement of surface and ground waters during a flood in arctic conditions |
publisher |
EDP Sciences |
publishDate |
2024 |
url |
https://doi.org/10.1051/e3sconf/202448601029 https://doaj.org/article/f6b0841f3ff846df9c866f888453c7c2 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
E3S Web of Conferences, Vol 486, p 01029 (2024) |
op_relation |
https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/16/e3sconf_agritech-ix2023_01029.pdf https://doaj.org/toc/2267-1242 2267-1242 doi:10.1051/e3sconf/202448601029 https://doaj.org/article/f6b0841f3ff846df9c866f888453c7c2 |
op_doi |
https://doi.org/10.1051/e3sconf/202448601029 |
container_title |
E3S Web of Conferences |
container_volume |
486 |
container_start_page |
01029 |
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1809894809746276352 |