Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients

Remote sensing has become a valuable tool in monitoring arctic environments. The aim of this paper is ground-based hyperspectral characterization of Low Arctic Alaskan tundra communities along four environmental gradients (regional climate, soil pH, toposequence, and soil moisture) that all vary in...

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Published in:Remote Sensing
Main Authors: Marcel Buchhorn, Donald Walker, Birgit Heim, Martha Raynolds, Howard Epstein, Marcel Schwieder
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2013
Subjects:
Online Access:https://doi.org/10.3390/rs5083971
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spelling ftmdpi:oai:mdpi.com:/2072-4292/5/8/3971/ 2023-08-20T04:03:47+02:00 Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients Marcel Buchhorn Donald Walker Birgit Heim Martha Raynolds Howard Epstein Marcel Schwieder agris 2013-08-09 application/pdf https://doi.org/10.3390/rs5083971 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/rs5083971 https://creativecommons.org/licenses/by/3.0/ Remote Sensing; Volume 5; Issue 8; Pages: 3971-4005 North American Arctic Transect (NAAT) Low Arctic tundra field spectroscopy pigment absorption NDVI Text 2013 ftmdpi https://doi.org/10.3390/rs5083971 2023-07-31T20:33:34Z Remote sensing has become a valuable tool in monitoring arctic environments. The aim of this paper is ground-based hyperspectral characterization of Low Arctic Alaskan tundra communities along four environmental gradients (regional climate, soil pH, toposequence, and soil moisture) that all vary in ground cover, biomass, and dominating plant communities. Field spectroscopy in connection with vegetation analysis was carried out in summer 2012, along the North American Arctic Transect (NAAT). Spectral metrics were extracted, including the averaged reflectance and absorption-related metrics such as absorption depths and area of continuum removal. The spectral metrics were investigated with respect to “greenness”, biomass, vegetation height, and soil moisture regimes. The results show that the surface reflectances of all sites are similar in shape with a reduced near-infrared (NIR) reflectance that is specific for low-growing biomes. The main spectro-radiometric findings are: (i) Southern sites along the climate gradient have taller shrubs and greater overall vegetation biomass, which leads to higher reflectance in the NIR. (ii) Vegetation height and surface wetness are two antagonists that balance each other out with respect to the NIR reflectance along the toposequence and soil moisture gradients. (iii) Moist acidic tundra (MAT) sites have “greener” species, more leaf biomass, and green-colored moss species that lead to higher pigment absorption compared to moist non-acidic tundra (MNT) sites. (iv) MAT and MNT plant community separation via narrowband Normalized Difference Vegetation Index (NDVI) shows the potential of hyperspectral remote sensing applications in the tundra. Text Arctic Tundra Alaska MDPI Open Access Publishing Arctic Remote Sensing 5 8 3971 4005
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic North American Arctic Transect (NAAT)
Low Arctic tundra
field spectroscopy
pigment absorption
NDVI
spellingShingle North American Arctic Transect (NAAT)
Low Arctic tundra
field spectroscopy
pigment absorption
NDVI
Marcel Buchhorn
Donald Walker
Birgit Heim
Martha Raynolds
Howard Epstein
Marcel Schwieder
Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
topic_facet North American Arctic Transect (NAAT)
Low Arctic tundra
field spectroscopy
pigment absorption
NDVI
description Remote sensing has become a valuable tool in monitoring arctic environments. The aim of this paper is ground-based hyperspectral characterization of Low Arctic Alaskan tundra communities along four environmental gradients (regional climate, soil pH, toposequence, and soil moisture) that all vary in ground cover, biomass, and dominating plant communities. Field spectroscopy in connection with vegetation analysis was carried out in summer 2012, along the North American Arctic Transect (NAAT). Spectral metrics were extracted, including the averaged reflectance and absorption-related metrics such as absorption depths and area of continuum removal. The spectral metrics were investigated with respect to “greenness”, biomass, vegetation height, and soil moisture regimes. The results show that the surface reflectances of all sites are similar in shape with a reduced near-infrared (NIR) reflectance that is specific for low-growing biomes. The main spectro-radiometric findings are: (i) Southern sites along the climate gradient have taller shrubs and greater overall vegetation biomass, which leads to higher reflectance in the NIR. (ii) Vegetation height and surface wetness are two antagonists that balance each other out with respect to the NIR reflectance along the toposequence and soil moisture gradients. (iii) Moist acidic tundra (MAT) sites have “greener” species, more leaf biomass, and green-colored moss species that lead to higher pigment absorption compared to moist non-acidic tundra (MNT) sites. (iv) MAT and MNT plant community separation via narrowband Normalized Difference Vegetation Index (NDVI) shows the potential of hyperspectral remote sensing applications in the tundra.
format Text
author Marcel Buchhorn
Donald Walker
Birgit Heim
Martha Raynolds
Howard Epstein
Marcel Schwieder
author_facet Marcel Buchhorn
Donald Walker
Birgit Heim
Martha Raynolds
Howard Epstein
Marcel Schwieder
author_sort Marcel Buchhorn
title Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
title_short Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
title_full Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
title_fullStr Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
title_full_unstemmed Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients
title_sort ground-based hyperspectral characterization of alaska tundra vegetation along environmental gradients
publisher Multidisciplinary Digital Publishing Institute
publishDate 2013
url https://doi.org/10.3390/rs5083971
op_coverage agris
geographic Arctic
geographic_facet Arctic
genre Arctic
Tundra
Alaska
genre_facet Arctic
Tundra
Alaska
op_source Remote Sensing; Volume 5; Issue 8; Pages: 3971-4005
op_relation https://dx.doi.org/10.3390/rs5083971
op_rights https://creativecommons.org/licenses/by/3.0/
op_doi https://doi.org/10.3390/rs5083971
container_title Remote Sensing
container_volume 5
container_issue 8
container_start_page 3971
op_container_end_page 4005
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