Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity
This work is dedicated to the analysis of aquatic ecosystems and the assessment of the impact of anthropogenic interventions on amphibian biodiversity. Special attention is given to restored and control ponds, where ecological characteristics such as pond type, vegetation cover, shore condition, and...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2025-01-01
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| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2025/24/bioconf_afe2024_03035.pdf |
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| _version_ | 1849387443490390016 |
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| author | Kozlova Anastasia Solovieva Tatiana Kurashkin Sergei Bricotnin Maxim Kandaurova Natalia |
| author_facet | Kozlova Anastasia Solovieva Tatiana Kurashkin Sergei Bricotnin Maxim Kandaurova Natalia |
| author_sort | Kozlova Anastasia |
| collection | DOAJ |
| description | This work is dedicated to the analysis of aquatic ecosystems and the assessment of the impact of anthropogenic interventions on amphibian biodiversity. Special attention is given to restored and control ponds, where ecological characteristics such as pond type, vegetation cover, shore condition, and the presence of fish are studied, as well as their impact on amphibian species diversity. The work employed correlation, factor, and regression analysis methods, which revealed significant relationships between ecological characteristics and amphibian species abundance. The analysis results show that factors such as pond type, the presence of fish, and shoreline features have a significant impact on species diversity. A positive correlation was found between the presence of amphibian species and overall species diversity, while a negative correlation was observed between anthropogenic factors, such as fish and artificially created ponds, and amphibian abundance. Factor analysis identified latent variables describing the ecological structures of the data, such as pond types, vegetation, and organic sediments, and also demonstrated that the restoration of aquatic ecosystems contributes to improved biodiversity. |
| format | Article |
| id | doaj-art-3d08f6479a71421b85b982d1a3a996cb |
| institution | Kabale University |
| issn | 2117-4458 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj-art-3d08f6479a71421b85b982d1a3a996cb2025-08-20T03:53:51ZengEDP SciencesBIO Web of Conferences2117-44582025-01-011730303510.1051/bioconf/202517303035bioconf_afe2024_03035Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversityKozlova Anastasia0Solovieva Tatiana1Kurashkin Sergei2Bricotnin Maxim3Kandaurova Natalia4Reshetnev Siberian State University of Science and TechnologyReshetnev Siberian State University of Science and TechnologyBauman Moscow State Technical UniversityReshetnev Siberian State University of Science and TechnologyReshetnev Siberian State University of Science and TechnologyThis work is dedicated to the analysis of aquatic ecosystems and the assessment of the impact of anthropogenic interventions on amphibian biodiversity. Special attention is given to restored and control ponds, where ecological characteristics such as pond type, vegetation cover, shore condition, and the presence of fish are studied, as well as their impact on amphibian species diversity. The work employed correlation, factor, and regression analysis methods, which revealed significant relationships between ecological characteristics and amphibian species abundance. The analysis results show that factors such as pond type, the presence of fish, and shoreline features have a significant impact on species diversity. A positive correlation was found between the presence of amphibian species and overall species diversity, while a negative correlation was observed between anthropogenic factors, such as fish and artificially created ponds, and amphibian abundance. Factor analysis identified latent variables describing the ecological structures of the data, such as pond types, vegetation, and organic sediments, and also demonstrated that the restoration of aquatic ecosystems contributes to improved biodiversity.https://www.bio-conferences.org/articles/bioconf/pdf/2025/24/bioconf_afe2024_03035.pdf |
| spellingShingle | Kozlova Anastasia Solovieva Tatiana Kurashkin Sergei Bricotnin Maxim Kandaurova Natalia Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity BIO Web of Conferences |
| title | Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| title_full | Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| title_fullStr | Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| title_full_unstemmed | Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| title_short | Modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| title_sort | modeling and statistical analysis of the impact of environmental factors on aquatic biodiversity |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2025/24/bioconf_afe2024_03035.pdf |
| work_keys_str_mv | AT kozlovaanastasia modelingandstatisticalanalysisoftheimpactofenvironmentalfactorsonaquaticbiodiversity AT solovievatatiana modelingandstatisticalanalysisoftheimpactofenvironmentalfactorsonaquaticbiodiversity AT kurashkinsergei modelingandstatisticalanalysisoftheimpactofenvironmentalfactorsonaquaticbiodiversity AT bricotninmaxim modelingandstatisticalanalysisoftheimpactofenvironmentalfactorsonaquaticbiodiversity AT kandaurovanatalia modelingandstatisticalanalysisoftheimpactofenvironmentalfactorsonaquaticbiodiversity |