Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors

Mineral mining's adverse environmental effects encompass pollution of air, surface, and ground waters, as well as soil disruption. Kuzbass (south of West Siberia, Russia) exemplifies this impact due to open-pit coal mining, leading to the emergence of man-made landscapes like dumps and quarries...

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Main Authors: Luzyanin, Sergey L., Saveliev, Anatoly A., Shagidullin, Rifgat R., Sukhodolskaya, Raisa A.
Format: Article in Journal/Newspaper
Language:English
Published: Zenodo 2023
Subjects:
Online Access:https://doi.org/10.5281/zenodo.8404574
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spelling ftzenodo:oai:zenodo.org:8404574 2024-09-15T18:35:51+00:00 Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors Luzyanin, Sergey L. Saveliev, Anatoly A. Shagidullin, Rifgat R. Sukhodolskaya, Raisa A. 2023-10-06 https://doi.org/10.5281/zenodo.8404574 eng eng Zenodo https://zenodo.org/communities/actasibirica https://doi.org/10.5281/zenodo.8404573 https://doi.org/10.5281/zenodo.8404574 oai:zenodo.org:8404574 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode Acta Biologica Sibirica, 9, 709-727, (2023-10-06) Carabidae Statistical modeling Organisms response Assessment Coal industry Degraded areas Succession Western Siberia info:eu-repo/semantics/article 2023 ftzenodo https://doi.org/10.5281/zenodo.840457410.5281/zenodo.8404573 2024-07-25T21:50:15Z Mineral mining's adverse environmental effects encompass pollution of air, surface, and ground waters, as well as soil disruption. Kuzbass (south of West Siberia, Russia) exemplifies this impact due to open-pit coal mining, leading to the emergence of man-made landscapes like dumps and quarries. Mining firms undertake reclamation efforts on post-technogenic zones. Evaluating dump restoration involves assessing vegetation and animal components, including soil invertebrates and ground beetles, which are sensitive bioindicators of environmental health. The ecological balance of any species hinges on various environmental factors, both biotic and abiotic. Determining the most influential factors for a species' ecological niche is challenging. This study is part of an extensive investigation into the succession of ground-dwelling arthropods across varying-aged coal mine rock dumps in Kuzbass. Pitfall traps were employed from 2013 to 2022, yielding over 47,000 ground beetle specimens. A unique statistical model, computed in R, gauged the impact of environmental factors on ground beetle abundance. Predictors encompassed ground level temperature, hydrothermal coefficient (HTC), soil pH, Soil Organic Carbon (SOC), Total N, vegetation cover, turf extent, and succession stage. All these factors significantly influenced beetle numbers. Probabilistic graphical models effectively elucidated key relationships between species groups and environmental variables. Monitoring ground beetle community succession in technogenic zones necessitates comprehensive consideration of intricate environmental interactions. This research received funding from the Russian Science Foundation (RSF) grant 22-24-20014, and a grant from the Kemerovo Region – Kuzbass, agreement No. 07 dated 03.23.2022. Article in Journal/Newspaper Sibirica Siberia Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language English
topic Carabidae
Statistical modeling
Organisms response
Assessment
Coal industry
Degraded areas
Succession
Western Siberia
spellingShingle Carabidae
Statistical modeling
Organisms response
Assessment
Coal industry
Degraded areas
Succession
Western Siberia
Luzyanin, Sergey L.
Saveliev, Anatoly A.
Shagidullin, Rifgat R.
Sukhodolskaya, Raisa A.
Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
topic_facet Carabidae
Statistical modeling
Organisms response
Assessment
Coal industry
Degraded areas
Succession
Western Siberia
description Mineral mining's adverse environmental effects encompass pollution of air, surface, and ground waters, as well as soil disruption. Kuzbass (south of West Siberia, Russia) exemplifies this impact due to open-pit coal mining, leading to the emergence of man-made landscapes like dumps and quarries. Mining firms undertake reclamation efforts on post-technogenic zones. Evaluating dump restoration involves assessing vegetation and animal components, including soil invertebrates and ground beetles, which are sensitive bioindicators of environmental health. The ecological balance of any species hinges on various environmental factors, both biotic and abiotic. Determining the most influential factors for a species' ecological niche is challenging. This study is part of an extensive investigation into the succession of ground-dwelling arthropods across varying-aged coal mine rock dumps in Kuzbass. Pitfall traps were employed from 2013 to 2022, yielding over 47,000 ground beetle specimens. A unique statistical model, computed in R, gauged the impact of environmental factors on ground beetle abundance. Predictors encompassed ground level temperature, hydrothermal coefficient (HTC), soil pH, Soil Organic Carbon (SOC), Total N, vegetation cover, turf extent, and succession stage. All these factors significantly influenced beetle numbers. Probabilistic graphical models effectively elucidated key relationships between species groups and environmental variables. Monitoring ground beetle community succession in technogenic zones necessitates comprehensive consideration of intricate environmental interactions. This research received funding from the Russian Science Foundation (RSF) grant 22-24-20014, and a grant from the Kemerovo Region – Kuzbass, agreement No. 07 dated 03.23.2022.
format Article in Journal/Newspaper
author Luzyanin, Sergey L.
Saveliev, Anatoly A.
Shagidullin, Rifgat R.
Sukhodolskaya, Raisa A.
author_facet Luzyanin, Sergey L.
Saveliev, Anatoly A.
Shagidullin, Rifgat R.
Sukhodolskaya, Raisa A.
author_sort Luzyanin, Sergey L.
title Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
title_short Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
title_full Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
title_fullStr Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
title_full_unstemmed Dynamics of ground beetle (Carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
title_sort dynamics of ground beetle (carabidae) populations at rock dumps in an open-pit coal mine: modeling the influence of environmental factors
publisher Zenodo
publishDate 2023
url https://doi.org/10.5281/zenodo.8404574
genre Sibirica
Siberia
genre_facet Sibirica
Siberia
op_source Acta Biologica Sibirica, 9, 709-727, (2023-10-06)
op_relation https://zenodo.org/communities/actasibirica
https://doi.org/10.5281/zenodo.8404573
https://doi.org/10.5281/zenodo.8404574
oai:zenodo.org:8404574
op_rights info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.840457410.5281/zenodo.8404573
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