Arktis-alpiininen kasvillisuus ja maaperän kosteus

Soil moisture regulates a wide range of ecosystem processes at high latitude ecosystems. Soil moisture and temperature control carbon cycle in arctic soils and therefore had impacts on many climate change feedback loops. Arctic-alpine vegetation is adapted for cold and often dry or water saturated s...

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Bibliographic Details
Main Author: Niittynen, Pekka
Other Authors: 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
Language:Finnish
Published: Helsingfors universitet 2015
Subjects:
Online Access:http://hdl.handle.net/10138/154806
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author Niittynen, Pekka
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
author_facet Niittynen, Pekka
author_sort Niittynen, Pekka
collection HELDA – University of Helsinki Open Repository
description Soil moisture regulates a wide range of ecosystem processes at high latitude ecosystems. Soil moisture and temperature control carbon cycle in arctic soils and therefore had impacts on many climate change feedback loops. Arctic-alpine vegetation is adapted for cold and often dry or water saturated soil conditions though the adaptations are species specific. Therefore the aim of this study is to examine how soil conditions, especially moisture, affect on species fine scale distributions in low energy ecosystems. The data contains 21 study grids and holds 378 study plots (1 m2 each) in total. The data is collected during three summers in 2011-2013 at Saana massif in northwestern Finland. Vascular plant, moss and lichen species are sampled from all plots. Soil moisture and temperature are measured in situ, pH is determined from soil samples at a laboratory and radiation is calculated based on the fine scale topography. NMDS-ordination and nominal GBM-models are carried out to study how the explanatory variables affect on species composition. Species richness and diversity are examined by comparing GLM, GAM, and GBM models with the base variables to models which soil moisture is added as a fourth explanatory variable. The same two variable combinations are used to model distributions of individual species in biomod2 platform. Soil moisture and pH were the most effective variables that control vascular plant species composition. Soil moisture was alone the most important variable for mosses but none of the variables showed importance over others in case of lichens. Vascular plant and moss species richness increased with increasing soil moisture. Lichens showed an opposed trend. The community evenness is highest in moist habitats excluding lichens that showed the highest evenness in the driest end of the moisture gradient. Including soil moisture as an explanatory variable into the models improved the predictions of species distribution models in every species group. Vascular plants, mosses, forbs and decidious dwarf ...
format Master Thesis
genre Arctic
Arktis
Arktis*
Climate change
genre_facet Arctic
Arktis
Arktis*
Climate change
geographic Arctic
Gam
Saana
geographic_facet Arctic
Gam
Saana
id ftunivhelsihelda:oai:helda.helsinki.fi:10138/154806
institution Open Polar
language Finnish
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
ENVELOPE(20.859,20.859,69.043,69.043)
op_collection_id ftunivhelsihelda
op_relation URN:NBN:fi-fe2017112251891
http://hdl.handle.net/10138/154806
publishDate 2015
publisher Helsingfors universitet
record_format openpolar
spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/154806 2025-01-16T20:33:26+00:00 Arktis-alpiininen kasvillisuus ja maaperän kosteus Niittynen, Pekka 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 2015 application/pdf http://hdl.handle.net/10138/154806 fin fin Helsingfors universitet University of Helsinki Helsingin yliopisto URN:NBN:fi-fe2017112251891 http://hdl.handle.net/10138/154806 Geography Maantiede Geografi pro gradu-avhandlingar pro gradu -tutkielmat master's thesis 2015 ftunivhelsihelda 2023-07-28T06:31:16Z Soil moisture regulates a wide range of ecosystem processes at high latitude ecosystems. Soil moisture and temperature control carbon cycle in arctic soils and therefore had impacts on many climate change feedback loops. Arctic-alpine vegetation is adapted for cold and often dry or water saturated soil conditions though the adaptations are species specific. Therefore the aim of this study is to examine how soil conditions, especially moisture, affect on species fine scale distributions in low energy ecosystems. The data contains 21 study grids and holds 378 study plots (1 m2 each) in total. The data is collected during three summers in 2011-2013 at Saana massif in northwestern Finland. Vascular plant, moss and lichen species are sampled from all plots. Soil moisture and temperature are measured in situ, pH is determined from soil samples at a laboratory and radiation is calculated based on the fine scale topography. NMDS-ordination and nominal GBM-models are carried out to study how the explanatory variables affect on species composition. Species richness and diversity are examined by comparing GLM, GAM, and GBM models with the base variables to models which soil moisture is added as a fourth explanatory variable. The same two variable combinations are used to model distributions of individual species in biomod2 platform. Soil moisture and pH were the most effective variables that control vascular plant species composition. Soil moisture was alone the most important variable for mosses but none of the variables showed importance over others in case of lichens. Vascular plant and moss species richness increased with increasing soil moisture. Lichens showed an opposed trend. The community evenness is highest in moist habitats excluding lichens that showed the highest evenness in the driest end of the moisture gradient. Including soil moisture as an explanatory variable into the models improved the predictions of species distribution models in every species group. Vascular plants, mosses, forbs and decidious dwarf ... Master Thesis Arctic Arktis Arktis* Climate change HELDA – University of Helsinki Open Repository Arctic Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Saana ENVELOPE(20.859,20.859,69.043,69.043)
spellingShingle Geography
Maantiede
Geografi
Niittynen, Pekka
Arktis-alpiininen kasvillisuus ja maaperän kosteus
title Arktis-alpiininen kasvillisuus ja maaperän kosteus
title_full Arktis-alpiininen kasvillisuus ja maaperän kosteus
title_fullStr Arktis-alpiininen kasvillisuus ja maaperän kosteus
title_full_unstemmed Arktis-alpiininen kasvillisuus ja maaperän kosteus
title_short Arktis-alpiininen kasvillisuus ja maaperän kosteus
title_sort arktis-alpiininen kasvillisuus ja maaperän kosteus
topic Geography
Maantiede
Geografi
topic_facet Geography
Maantiede
Geografi
url http://hdl.handle.net/10138/154806