Selection of rubbing trees by brown bears in Slovakia
Chemical communication in bears is not fully understood, despite the importance of this topic for the behavioral ecology as well as for the conservation and management of Ursids. Brown bears often mark trees by rubbing on them as well as biting and clawing of the bark. Such rubbing trees are often u...
Main Author: | |
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Format: | Master Thesis |
Language: | English |
Published: |
University College of Southeast Norway
2018
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Subjects: | |
Online Access: | http://hdl.handle.net/11250/2584791 |
_version_ | 1821736012088344576 |
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author | Barilla, Ján |
author_facet | Barilla, Ján |
author_sort | Barilla, Ján |
collection | Universitet i Sørøst-Norge: USN Open Archive |
description | Chemical communication in bears is not fully understood, despite the importance of this topic for the behavioral ecology as well as for the conservation and management of Ursids. Brown bears often mark trees by rubbing on them as well as biting and clawing of the bark. Such rubbing trees are often used for the collection of hair samples for genetic analyses needed for management purposes. The aim of this study was to document rubbing trees in the eastern part of Tatra National Park, Slovakia, and to create a predictive habitat model to guide searches for rub trees in other parts of Slovakia. We created a grid system of 100 random transects in a 140km2 study area, and walked the trails and random transects in search for rub trees from March to October 2015-2017. For each rub tree we recorded its location in the landscape, the habitat type surrounding it, as well as several variables describing the tree itself. We documented 85 rub trees in the protected area Belianske Tatry. These trees were significantly more often located along trails in comparison to random transects, however, bears also seemed to prefer less human-frequented (i.e., seasonally closed) trails. Bears significantly preferred coniferous tree species: Norway spruce and European larch with a trunk diameter larger than the mean trunk diameter of trees in its vicinity. We created a predictive model for rubbing trees using Maximum Entropy modelling (MaxEnt), based on only-presence data of rub trees and 9 environmental variables. The final model are 100 replicates of MaxEnt algorithm with random seed of training samples resulted in an average training Area under curve (AUC) value of AUC value of 0.941 ± 0.012. This model could help to simplify design of genetic studies for monitoring of population and studies about rubbing behavior of brown bears in the Tatra National Park and other areas in Slovakia. But it will also provide insight in the chemical communication of bears. publishedVersion |
format | Master Thesis |
genre | Ursus arctos |
genre_facet | Ursus arctos |
geographic | Norway |
geographic_facet | Norway |
id | ftunivsorostnor:oai:openarchive.usn.no:11250/2584791 |
institution | Open Polar |
language | English |
op_collection_id | ftunivsorostnor |
op_coverage | Slovakia |
op_relation | http://hdl.handle.net/11250/2584791 |
op_rights | Copyright The Author |
publishDate | 2018 |
publisher | University College of Southeast Norway |
record_format | openpolar |
spelling | ftunivsorostnor:oai:openarchive.usn.no:11250/2584791 2025-01-17T01:15:10+00:00 Selection of rubbing trees by brown bears in Slovakia Barilla, Ján Slovakia 2018 application/pdf http://hdl.handle.net/11250/2584791 eng eng University College of Southeast Norway http://hdl.handle.net/11250/2584791 Copyright The Author brown bears Ursus arctos rub tree Maximum Entropy modelling VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ethology: 485 Master thesis 2018 ftunivsorostnor 2024-12-16T04:15:42Z Chemical communication in bears is not fully understood, despite the importance of this topic for the behavioral ecology as well as for the conservation and management of Ursids. Brown bears often mark trees by rubbing on them as well as biting and clawing of the bark. Such rubbing trees are often used for the collection of hair samples for genetic analyses needed for management purposes. The aim of this study was to document rubbing trees in the eastern part of Tatra National Park, Slovakia, and to create a predictive habitat model to guide searches for rub trees in other parts of Slovakia. We created a grid system of 100 random transects in a 140km2 study area, and walked the trails and random transects in search for rub trees from March to October 2015-2017. For each rub tree we recorded its location in the landscape, the habitat type surrounding it, as well as several variables describing the tree itself. We documented 85 rub trees in the protected area Belianske Tatry. These trees were significantly more often located along trails in comparison to random transects, however, bears also seemed to prefer less human-frequented (i.e., seasonally closed) trails. Bears significantly preferred coniferous tree species: Norway spruce and European larch with a trunk diameter larger than the mean trunk diameter of trees in its vicinity. We created a predictive model for rubbing trees using Maximum Entropy modelling (MaxEnt), based on only-presence data of rub trees and 9 environmental variables. The final model are 100 replicates of MaxEnt algorithm with random seed of training samples resulted in an average training Area under curve (AUC) value of AUC value of 0.941 ± 0.012. This model could help to simplify design of genetic studies for monitoring of population and studies about rubbing behavior of brown bears in the Tatra National Park and other areas in Slovakia. But it will also provide insight in the chemical communication of bears. publishedVersion Master Thesis Ursus arctos Universitet i Sørøst-Norge: USN Open Archive Norway |
spellingShingle | brown bears Ursus arctos rub tree Maximum Entropy modelling VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ethology: 485 Barilla, Ján Selection of rubbing trees by brown bears in Slovakia |
title | Selection of rubbing trees by brown bears in Slovakia |
title_full | Selection of rubbing trees by brown bears in Slovakia |
title_fullStr | Selection of rubbing trees by brown bears in Slovakia |
title_full_unstemmed | Selection of rubbing trees by brown bears in Slovakia |
title_short | Selection of rubbing trees by brown bears in Slovakia |
title_sort | selection of rubbing trees by brown bears in slovakia |
topic | brown bears Ursus arctos rub tree Maximum Entropy modelling VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ethology: 485 |
topic_facet | brown bears Ursus arctos rub tree Maximum Entropy modelling VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ethology: 485 |
url | http://hdl.handle.net/11250/2584791 |