Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla
Climate change is predicted to cause changes in vegetation productivity and biomass in northern areas. Understanding the factors affecting biomass helps us to estimate the future changes in plant communities and the amount of carbon stored in vegetation. In this thesis I examine the effects of soil...
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Helsingfors universitet
2012
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ftunivhelsihelda:oai:helda.helsinki.fi:10138/37216 2024-09-15T18:03:21+00:00 Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla Suvanto, Susanne Helsingin yliopisto, Matemaattis-luonnontieteellinen tiedekunta, Geotieteiden ja maantieteen laitos University of Helsinki, Faculty of Science, Department of Geosciences and Geography Helsingfors universitet, Matematisk-naturvetenskapliga fakulteten, Institutionen för geovetenskaper och geografi 2012 application/pdf http://hdl.handle.net/10138/37216 fin fin Helsingfors universitet University of Helsinki Helsingin yliopisto URN:NBN:fi-fe2017112251498 http://hdl.handle.net/10138/37216 Geography Maantiede Geografi pro gradu-avhandlingar pro gradu -tutkielmat master's thesis 2012 ftunivhelsihelda 2024-07-04T04:52:37Z Climate change is predicted to cause changes in vegetation productivity and biomass in northern areas. Understanding the factors affecting biomass helps us to estimate the future changes in plant communities and the amount of carbon stored in vegetation. In this thesis I examine the effects of soil properties (soil moisture, temperature, pH and calcium), geomorphological processes and topography on the small scale variation of aboveground vascular biomass. I also compare two biomass variables: the dry weight of a biomass sample and the vegetation volume. The data was collected during summer 2011 on the northern slopes of fell Saana, north western Finland. Modeling was done with generalized linear models (GLM) and also with generalized estimation equations (GEE) since they are able to take spatial autocorrelation into account. Variation partitioning was used to find out the single and combined effects of variable groups (soil, geomorphology and topography). The connections between the most common plant species and the biomass variables were also studied. Soil properties have a stronger impact on both biomass variables. Soil group alone explains 7 % of variation in the dry weight of biomass and 20 % of variation in vegetation volume. Geomorphology explains 4,7 % of variation in the biomass dry weight and 14,5 % in vegetation volume. Topography has the least effect on the biomass variables (2,2 % and 2,0 %). The combined effects of groups are also relatively strong, e.g. the combined effects of geomorphology and topography explain 9,7 % of variation in vegetation volume. Models with vegetation volume as a response variable were able to explain more of the variation (unexplained variation 48,7 %) than models of biomass dry weight (67,1 %). Also the relative importance of the variable groups differed for the two biomass variables, e.g. the soil group affected vegetation more than biomass dry weight. Both biomass variables correlated strongly with the two species with the largest coverage on the study site, crowberry ... Master Thesis Crowberry HELDA – University of Helsinki Open Repository |
institution |
Open Polar |
collection |
HELDA – University of Helsinki Open Repository |
op_collection_id |
ftunivhelsihelda |
language |
Finnish |
topic |
Geography Maantiede Geografi |
spellingShingle |
Geography Maantiede Geografi Suvanto, Susanne Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
topic_facet |
Geography Maantiede Geografi |
description |
Climate change is predicted to cause changes in vegetation productivity and biomass in northern areas. Understanding the factors affecting biomass helps us to estimate the future changes in plant communities and the amount of carbon stored in vegetation. In this thesis I examine the effects of soil properties (soil moisture, temperature, pH and calcium), geomorphological processes and topography on the small scale variation of aboveground vascular biomass. I also compare two biomass variables: the dry weight of a biomass sample and the vegetation volume. The data was collected during summer 2011 on the northern slopes of fell Saana, north western Finland. Modeling was done with generalized linear models (GLM) and also with generalized estimation equations (GEE) since they are able to take spatial autocorrelation into account. Variation partitioning was used to find out the single and combined effects of variable groups (soil, geomorphology and topography). The connections between the most common plant species and the biomass variables were also studied. Soil properties have a stronger impact on both biomass variables. Soil group alone explains 7 % of variation in the dry weight of biomass and 20 % of variation in vegetation volume. Geomorphology explains 4,7 % of variation in the biomass dry weight and 14,5 % in vegetation volume. Topography has the least effect on the biomass variables (2,2 % and 2,0 %). The combined effects of groups are also relatively strong, e.g. the combined effects of geomorphology and topography explain 9,7 % of variation in vegetation volume. Models with vegetation volume as a response variable were able to explain more of the variation (unexplained variation 48,7 %) than models of biomass dry weight (67,1 %). Also the relative importance of the variable groups differed for the two biomass variables, e.g. the soil group affected vegetation more than biomass dry weight. Both biomass variables correlated strongly with the two species with the largest coverage on the study site, crowberry ... |
author2 |
Helsingin yliopisto, Matemaattis-luonnontieteellinen tiedekunta, Geotieteiden ja maantieteen laitos University of Helsinki, Faculty of Science, Department of Geosciences and Geography Helsingfors universitet, Matematisk-naturvetenskapliga fakulteten, Institutionen för geovetenskaper och geografi |
format |
Master Thesis |
author |
Suvanto, Susanne |
author_facet |
Suvanto, Susanne |
author_sort |
Suvanto, Susanne |
title |
Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
title_short |
Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
title_full |
Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
title_fullStr |
Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
title_full_unstemmed |
Topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
title_sort |
topografian, maaperän ja geomorfologian vaikutukset putkilokasvien biomassan vaihteluun oroarktisella tunturikankaalla |
publisher |
Helsingfors universitet |
publishDate |
2012 |
url |
http://hdl.handle.net/10138/37216 |
genre |
Crowberry |
genre_facet |
Crowberry |
op_relation |
URN:NBN:fi-fe2017112251498 http://hdl.handle.net/10138/37216 |
_version_ |
1810440857523847168 |