Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package

Downy birch (Betula pubescens) and dwarf birch (Betula nana) are natural woody species in Iceland and play important roles in the terrestrial ecosystems. They both belong to the same genus and can hybridize. Since downy birch is tetraploid and dwarf birch is diploid, their hybrids become triploid. T...

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Bibliographic Details
Main Author: Kalman Christer 1992-
Other Authors: Háskóli Íslands
Format: Thesis
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/1946/27736
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author Kalman Christer 1992-
author2 Háskóli Íslands
author_facet Kalman Christer 1992-
author_sort Kalman Christer 1992-
collection Skemman (Iceland)
description Downy birch (Betula pubescens) and dwarf birch (Betula nana) are natural woody species in Iceland and play important roles in the terrestrial ecosystems. They both belong to the same genus and can hybridize. Since downy birch is tetraploid and dwarf birch is diploid, their hybrids become triploid. These hybrids can then backcross with either one of their parental species and thus transfer genes between the two species. This has resulted in a considerable amount of similar morphological characteristics between the two species, and consequently the hybrids are not clearly distinguishable from their parent species. This study attempts to facilitate discrimination between the two species and their hybrids using the ShapeR package in R, which enables the user to extract outlines and several traditional morphometric parameters from image samples and to conduct statistical testing. Using the ShapeR package in conjunction with other R packages used for statistical analysis, it was possible to discriminate between both species and their hybrids with unprecedented accuracy. Surprisingly, the most effective discriminants were among the simple traditional morphometric parameters that the ShapeR package extracts. These were leaf width, length and ratio of leaf perimeter and leaf area. This approach can be used efficiently and reliably in the species-hybrid differentiation in population-based studies of Betula species. Ilmbjörk (Betula pubescens) og fjalldrapi (Betula nana) eru náttúrulegar skóglenda tegundir á Íslandi og mikilvægar í íslenskum landvistkerfum. Þær eru báðar af sömu ættkvísl og geta myndað blendinga sín á milli. Þar sem ilmbjörk er fjórlitna og fjalldrapi tvílitna verða blendingar þeirra þrílitna. Blendingar ilmbjarkar og fjalldrapa geta síðan æxlast við ilmbjörk eða fjalldrapa og þannig flutt erfðaefni milli tegundanna tveggja. Þetta hefur orðið til þess að íslenskir stofnar ilmbjarkar og fjalldrapa deila ýmsum útlitseiginleikum og er því stundum erfitt að greina á milli þeirra og þá sérstaklega milli ...
format Thesis
genre Betula nana
Dwarf birch
Fjalldrapi
Iceland
genre_facet Betula nana
Dwarf birch
Fjalldrapi
Iceland
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institution Open Polar
language English
op_collection_id ftskemman
op_relation http://hdl.handle.net/1946/27736
publishDate 2017
record_format openpolar
spelling ftskemman:oai:skemman.is:1946/27736 2025-01-16T21:18:32+00:00 Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package Kalman Christer 1992- Háskóli Íslands 2017-06 application/pdf http://hdl.handle.net/1946/27736 en eng http://hdl.handle.net/1946/27736 Líffræði Birki Thesis Bachelor's 2017 ftskemman 2022-12-11T06:49:44Z Downy birch (Betula pubescens) and dwarf birch (Betula nana) are natural woody species in Iceland and play important roles in the terrestrial ecosystems. They both belong to the same genus and can hybridize. Since downy birch is tetraploid and dwarf birch is diploid, their hybrids become triploid. These hybrids can then backcross with either one of their parental species and thus transfer genes between the two species. This has resulted in a considerable amount of similar morphological characteristics between the two species, and consequently the hybrids are not clearly distinguishable from their parent species. This study attempts to facilitate discrimination between the two species and their hybrids using the ShapeR package in R, which enables the user to extract outlines and several traditional morphometric parameters from image samples and to conduct statistical testing. Using the ShapeR package in conjunction with other R packages used for statistical analysis, it was possible to discriminate between both species and their hybrids with unprecedented accuracy. Surprisingly, the most effective discriminants were among the simple traditional morphometric parameters that the ShapeR package extracts. These were leaf width, length and ratio of leaf perimeter and leaf area. This approach can be used efficiently and reliably in the species-hybrid differentiation in population-based studies of Betula species. Ilmbjörk (Betula pubescens) og fjalldrapi (Betula nana) eru náttúrulegar skóglenda tegundir á Íslandi og mikilvægar í íslenskum landvistkerfum. Þær eru báðar af sömu ættkvísl og geta myndað blendinga sín á milli. Þar sem ilmbjörk er fjórlitna og fjalldrapi tvílitna verða blendingar þeirra þrílitna. Blendingar ilmbjarkar og fjalldrapa geta síðan æxlast við ilmbjörk eða fjalldrapa og þannig flutt erfðaefni milli tegundanna tveggja. Þetta hefur orðið til þess að íslenskir stofnar ilmbjarkar og fjalldrapa deila ýmsum útlitseiginleikum og er því stundum erfitt að greina á milli þeirra og þá sérstaklega milli ... Thesis Betula nana Dwarf birch Fjalldrapi Iceland Skemman (Iceland)
spellingShingle Líffræði
Birki
Kalman Christer 1992-
Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title_full Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title_fullStr Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title_full_unstemmed Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title_short Morphometric discrimination among Betula nana, Betula pubescens and their hybrids using the shapeR package
title_sort morphometric discrimination among betula nana, betula pubescens and their hybrids using the shaper package
topic Líffræði
Birki
topic_facet Líffræði
Birki
url http://hdl.handle.net/1946/27736