Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska

Questions Is it possible to map floristic gradients in heterogeneous boreal vegetation by using remote sensing data? Does a continuous vegetation map enable the creation of a spatially continuous map of seasonal permafrost soil thaw depth? Location Bonanza Creek LTER, Fairbanks, Alaska, USA Methods...

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Published in:Applied Vegetation Science
Main Authors: Döpper, V., Panda, S., Waigl, C., Braun, M., Feilhauer, Hannes
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2021
Subjects:
Online Access:https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=24133
https://doi.org/10.1111/avsc.12561
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spelling ftufz:oai:ufz.de:24133 2023-12-10T09:52:51+01:00 Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska Döpper, V. Panda, S. Waigl, C. Braun, M. Feilhauer, Hannes 2021-01-08 application/pdf https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=24133 https://doi.org/10.1111/avsc.12561 en eng Wiley Applied Vegetation Science 24 (1);; e12561 https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=24133 https://dx.doi.org/10.1111/avsc.12561 info:eu-repo/semantics/openAccess ISSN: 1402-2001 boreal vegetation ordination permafrost predictive mapping remote sensing soil‐vegetation interaction info:eu-repo/semantics/article https://purl.org/dc/dcmitype/Text 2021 ftufz https://doi.org/10.1111/avsc.12561 2023-11-12T23:36:29Z Questions Is it possible to map floristic gradients in heterogeneous boreal vegetation by using remote sensing data? Does a continuous vegetation map enable the creation of a spatially continuous map of seasonal permafrost soil thaw depth? Location Bonanza Creek LTER, Fairbanks, Alaska, USA Methods Vegetation records are subjected to an ordination to extract the predominant floristic gradient. The ordination scores are then extrapolated using Sentinel 2 imagery and a digital elevation model (DEM). As the relation between vegetation pattern and seasonal thaw depth was confirmed in this study, the spatial distribution of ordination scores is then used to predict seasonal thaw depth over the same area. Results The first dimension of the ordination space separates species corresponding to moist and cold soil conditions from species associated with well drained soils. This floristic gradient was successfully mapped within the sampled plant communities. The extrapolated thaw depths follow the typical distribution along a topographical and geomorphological gradient for this region. Besides vegetation information also DEM derivatives show high contributions to the thaw depth modeling. Conclusion We demonstrate that floristic gradient mapping in boreal vegetation is possible. The accuracy of the thaw‐depth prediction model is comparable to previous analyses but uses a more parsimonious set of predictors, underlining the efficacy of this approach. Article in Journal/Newspaper permafrost Alaska UFZ - Publication Index (Helmholtz-Centre for Environmental Research) Fairbanks Bonanza ENVELOPE(-119.820,-119.820,55.917,55.917) Applied Vegetation Science 24 1
institution Open Polar
collection UFZ - Publication Index (Helmholtz-Centre for Environmental Research)
op_collection_id ftufz
language English
topic boreal vegetation
ordination
permafrost
predictive mapping
remote sensing
soil‐vegetation interaction
spellingShingle boreal vegetation
ordination
permafrost
predictive mapping
remote sensing
soil‐vegetation interaction
Döpper, V.
Panda, S.
Waigl, C.
Braun, M.
Feilhauer, Hannes
Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
topic_facet boreal vegetation
ordination
permafrost
predictive mapping
remote sensing
soil‐vegetation interaction
description Questions Is it possible to map floristic gradients in heterogeneous boreal vegetation by using remote sensing data? Does a continuous vegetation map enable the creation of a spatially continuous map of seasonal permafrost soil thaw depth? Location Bonanza Creek LTER, Fairbanks, Alaska, USA Methods Vegetation records are subjected to an ordination to extract the predominant floristic gradient. The ordination scores are then extrapolated using Sentinel 2 imagery and a digital elevation model (DEM). As the relation between vegetation pattern and seasonal thaw depth was confirmed in this study, the spatial distribution of ordination scores is then used to predict seasonal thaw depth over the same area. Results The first dimension of the ordination space separates species corresponding to moist and cold soil conditions from species associated with well drained soils. This floristic gradient was successfully mapped within the sampled plant communities. The extrapolated thaw depths follow the typical distribution along a topographical and geomorphological gradient for this region. Besides vegetation information also DEM derivatives show high contributions to the thaw depth modeling. Conclusion We demonstrate that floristic gradient mapping in boreal vegetation is possible. The accuracy of the thaw‐depth prediction model is comparable to previous analyses but uses a more parsimonious set of predictors, underlining the efficacy of this approach.
format Article in Journal/Newspaper
author Döpper, V.
Panda, S.
Waigl, C.
Braun, M.
Feilhauer, Hannes
author_facet Döpper, V.
Panda, S.
Waigl, C.
Braun, M.
Feilhauer, Hannes
author_sort Döpper, V.
title Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
title_short Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
title_full Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
title_fullStr Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
title_full_unstemmed Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
title_sort using floristic gradient mapping to assess seasonal thaw depth in interior alaska
publisher Wiley
publishDate 2021
url https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=24133
https://doi.org/10.1111/avsc.12561
long_lat ENVELOPE(-119.820,-119.820,55.917,55.917)
geographic Fairbanks
Bonanza
geographic_facet Fairbanks
Bonanza
genre permafrost
Alaska
genre_facet permafrost
Alaska
op_source ISSN: 1402-2001
op_relation https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=24133
https://dx.doi.org/10.1111/avsc.12561
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1111/avsc.12561
container_title Applied Vegetation Science
container_volume 24
container_issue 1
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