Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps)
<p>Climate change and the associated glacier retreat lead to considerable enlargement and alterations of the proglacial systems. The colonisation of plants in this ecosystem was found to be highly dependent on terrain age, initial site conditions and geomorphic disturbances. Although the expla...
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Format: | Article |
Language: | English |
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Copernicus Publications
2023-07-01
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Series: | Biogeosciences |
Online Access: | https://bg.copernicus.org/articles/20/2919/2023/bg-20-2919-2023.pdf |
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author | K. Ramskogler K. Ramskogler B. Knoflach B. Elsner B. Erschbamer F. Haas T. Heckmann F. Hofmeister L. Piermattei C. Ressl S. Trautmann M. H. Wimmer C. Geitner J. Stötter E. Tasser |
author_facet | K. Ramskogler K. Ramskogler B. Knoflach B. Elsner B. Erschbamer F. Haas T. Heckmann F. Hofmeister L. Piermattei C. Ressl S. Trautmann M. H. Wimmer C. Geitner J. Stötter E. Tasser |
author_sort | K. Ramskogler |
collection | DOAJ |
description | <p>Climate change and the associated glacier retreat lead to
considerable enlargement and alterations of the proglacial systems. The
colonisation of plants in this ecosystem was found to be highly dependent on
terrain age, initial site conditions and geomorphic disturbances. Although
the explanatory variables are generally well understood, there is little
knowledge on their collinearities and resulting influence on proglacial
primary succession. To develop a sphere-spanning understanding of vegetation
development, a more interdisciplinary approach was adopted. In the
proglacial areas of Fürkeleferner, Zufallferner and Langenferner (Martell
Valley, Eastern Italian Alps), in total 65 plots of <span class="inline-formula">5×2</span> m were
installed to perform the vegetation analysis on vegetation cover, species
number and species composition. For each of those, 39 potential explanatory
variables were collected, selected through an extensive literature review.
To analyse and further avoid multicollinearities, 33 of the explanatory
variables were clustered via principal component analysis (PCA) to five
components. Subsequently, generalised additive models (GAMs) were used to
analyse the potential explanatory factors of primary succession. The results
showed that primary succession patterns were highly related to the first
component (<i>elevation and time</i>), the second component (<i>solar radiation</i>),
the third component (<i>soil chemistry</i>), the fifth component
(<i>soil physics</i>) and landforms. In summary, the analysis of all explanatory
variables together provides an overview of the most important influencing
variables and their interactions; thus it provides a basis for the debate on future
vegetation development in a changing climate.</p> |
first_indexed | 2024-03-12T22:44:24Z |
format | Article |
id | doaj.art-a0903dc4a3f04757a9d25a22f5adfdd2 |
institution | Directory Open Access Journal |
issn | 1726-4170 1726-4189 |
language | English |
last_indexed | 2024-03-12T22:44:24Z |
publishDate | 2023-07-01 |
publisher | Copernicus Publications |
record_format | Article |
series | Biogeosciences |
spelling | doaj.art-a0903dc4a3f04757a9d25a22f5adfdd22023-07-21T08:44:08ZengCopernicus PublicationsBiogeosciences1726-41701726-41892023-07-01202919293910.5194/bg-20-2919-2023Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps)K. Ramskogler0K. Ramskogler1B. Knoflach2B. Elsner3B. Erschbamer4F. Haas5T. Heckmann6F. Hofmeister7L. Piermattei8C. Ressl9S. Trautmann10M. H. Wimmer11C. Geitner12J. Stötter13E. Tasser14Institute for Alpine Environment, Eurac Research, Drususallee/Viale Druso 1, 39100 Bozen/Bolzano, ItalyDepartment of Botany, Universität Innsbruck, Sternwartestr. 15, 6020 Innsbruck, AustriaDepartment of Geography, Universität Innsbruck, Innrain 52, 6020 Innsbruck, AustriaKompass-Karten GmbH, Karl-Kapferer-Str. 5, 6020 Innsbruck, Austriaprivate address: General-Feuerstein-Str. 24, 6020 Innsbruck, AustriaPhysical Geography, Catholic University of Eichstätt-Ingolstadt, Osten 14 and 18, 85072 Eichstätt, GermanyPhysical Geography, Catholic University of Eichstätt-Ingolstadt, Osten 14 and 18, 85072 Eichstätt, GermanyChair of Hydrology and River Basin Management, Technical University of Munich, Arcisstr. 21, 80333 Munich, GermanyRemote sensing Group, Research Unit Land Change Science, Swiss Federal Institute for Forest Snow and Landscape Research WSL, Zürcherstr. 111, 8903 Birmensdorf, SwitzerlandDepartment of Geodesy and Geoinformation, TU Wien, Wiedner Hauptstr. 8, 1050 Vienna, AustriaDepartment of Geography, Universität Innsbruck, Innrain 52, 6020 Innsbruck, AustriaFederal Office of Metrology and Surveying (BEV), Arltgasse 35, 1020 Vienna, AustriaDepartment of Geography, Universität Innsbruck, Innrain 52, 6020 Innsbruck, AustriaDepartment of Geography, Universität Innsbruck, Innrain 52, 6020 Innsbruck, AustriaInstitute for Alpine Environment, Eurac Research, Drususallee/Viale Druso 1, 39100 Bozen/Bolzano, Italy<p>Climate change and the associated glacier retreat lead to considerable enlargement and alterations of the proglacial systems. The colonisation of plants in this ecosystem was found to be highly dependent on terrain age, initial site conditions and geomorphic disturbances. Although the explanatory variables are generally well understood, there is little knowledge on their collinearities and resulting influence on proglacial primary succession. To develop a sphere-spanning understanding of vegetation development, a more interdisciplinary approach was adopted. In the proglacial areas of Fürkeleferner, Zufallferner and Langenferner (Martell Valley, Eastern Italian Alps), in total 65 plots of <span class="inline-formula">5×2</span> m were installed to perform the vegetation analysis on vegetation cover, species number and species composition. For each of those, 39 potential explanatory variables were collected, selected through an extensive literature review. To analyse and further avoid multicollinearities, 33 of the explanatory variables were clustered via principal component analysis (PCA) to five components. Subsequently, generalised additive models (GAMs) were used to analyse the potential explanatory factors of primary succession. The results showed that primary succession patterns were highly related to the first component (<i>elevation and time</i>), the second component (<i>solar radiation</i>), the third component (<i>soil chemistry</i>), the fifth component (<i>soil physics</i>) and landforms. In summary, the analysis of all explanatory variables together provides an overview of the most important influencing variables and their interactions; thus it provides a basis for the debate on future vegetation development in a changing climate.</p>https://bg.copernicus.org/articles/20/2919/2023/bg-20-2919-2023.pdf |
spellingShingle | K. Ramskogler K. Ramskogler B. Knoflach B. Elsner B. Erschbamer F. Haas T. Heckmann F. Hofmeister L. Piermattei C. Ressl S. Trautmann M. H. Wimmer C. Geitner J. Stötter E. Tasser Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) Biogeosciences |
title | Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) |
title_full | Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) |
title_fullStr | Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) |
title_full_unstemmed | Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) |
title_short | Primary succession and its driving variables – a sphere-spanning approach applied in proglacial areas in the upper Martell Valley (Eastern Italian Alps) |
title_sort | primary succession and its driving variables a sphere spanning approach applied in proglacial areas in the upper martell valley eastern italian alps |
url | https://bg.copernicus.org/articles/20/2919/2023/bg-20-2919-2023.pdf |
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