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 Schwieder, Howard E. Epstein, Martha K. Raynolds, Marcel Buchhorn, Donald A. Walker, Birgit Heim
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2013
Subjects:
Q
Online Access:https://doi.org/10.3390/rs5083971
https://doaj.org/article/873ac7043d4541d49d9ab61c9a9b5ee9
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spelling ftdoajarticles:oai:doaj.org/article:873ac7043d4541d49d9ab61c9a9b5ee9 2023-05-15T14:47:05+02:00 Ground-Based Hyperspectral Characterization of Alaska Tundra Vegetation along Environmental Gradients Marcel Schwieder Howard E. Epstein Martha K. Raynolds Marcel Buchhorn Donald A. Walker Birgit Heim 2013-08-01T00:00:00Z https://doi.org/10.3390/rs5083971 https://doaj.org/article/873ac7043d4541d49d9ab61c9a9b5ee9 EN eng MDPI AG http://www.mdpi.com/2072-4292/5/8/3971 https://doaj.org/toc/2072-4292 doi:10.3390/rs5083971 2072-4292 https://doaj.org/article/873ac7043d4541d49d9ab61c9a9b5ee9 Remote Sensing, Vol 5, Iss 8, Pp 3971-4005 (2013) North American Arctic Transect (NAAT) Low Arctic tundra field spectroscopy pigment absorption NDVI Science Q article 2013 ftdoajarticles https://doi.org/10.3390/rs5083971 2022-12-31T04:02:19Z 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. Article in Journal/Newspaper Arctic Tundra Alaska Directory of Open Access Journals: DOAJ Articles Arctic Remote Sensing 5 8 3971 4005
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic North American Arctic Transect (NAAT)
Low Arctic tundra
field spectroscopy
pigment absorption
NDVI
Science
Q
spellingShingle North American Arctic Transect (NAAT)
Low Arctic tundra
field spectroscopy
pigment absorption
NDVI
Science
Q
Marcel Schwieder
Howard E. Epstein
Martha K. Raynolds
Marcel Buchhorn
Donald A. Walker
Birgit Heim
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
Science
Q
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 Article in Journal/Newspaper
author Marcel Schwieder
Howard E. Epstein
Martha K. Raynolds
Marcel Buchhorn
Donald A. Walker
Birgit Heim
author_facet Marcel Schwieder
Howard E. Epstein
Martha K. Raynolds
Marcel Buchhorn
Donald A. Walker
Birgit Heim
author_sort Marcel Schwieder
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 MDPI AG
publishDate 2013
url https://doi.org/10.3390/rs5083971
https://doaj.org/article/873ac7043d4541d49d9ab61c9a9b5ee9
geographic Arctic
geographic_facet Arctic
genre Arctic
Tundra
Alaska
genre_facet Arctic
Tundra
Alaska
op_source Remote Sensing, Vol 5, Iss 8, Pp 3971-4005 (2013)
op_relation http://www.mdpi.com/2072-4292/5/8/3971
https://doaj.org/toc/2072-4292
doi:10.3390/rs5083971
2072-4292
https://doaj.org/article/873ac7043d4541d49d9ab61c9a9b5ee9
op_doi https://doi.org/10.3390/rs5083971
container_title Remote Sensing
container_volume 5
container_issue 8
container_start_page 3971
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