Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska

Here we investigate relationships between NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species near Barrow, Alaska. We explore how key plant species differ in biomass, leaf area index (LAI) and how can vegetation spectral indices be used to estimate biomass and LAI for key plant specie...

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Main Authors: Goswami, Santonu, Gamon, John, Vargas, Sergio, Tweedie, Craig
Format: Other/Unknown Material
Language:unknown
Published: PeerJ 2015
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Online Access:http://dx.doi.org/10.7287/peerj.preprints.913v1
https://peerj.com/preprints/913v1.pdf
https://peerj.com/preprints/913v1.xml
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id crpeerj:10.7287/peerj.preprints.913v1
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spelling crpeerj:10.7287/peerj.preprints.913v1 2024-09-15T17:54:38+00:00 Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska Goswami, Santonu Gamon, John Vargas, Sergio Tweedie, Craig 2015 http://dx.doi.org/10.7287/peerj.preprints.913v1 https://peerj.com/preprints/913v1.pdf https://peerj.com/preprints/913v1.xml https://peerj.com/preprints/913v1.html unknown PeerJ http://creativecommons.org/licenses/by/4.0/ posted-content 2015 crpeerj https://doi.org/10.7287/peerj.preprints.913v1 2024-07-23T04:08:31Z Here we investigate relationships between NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species near Barrow, Alaska. We explore how key plant species differ in biomass, leaf area index (LAI) and how can vegetation spectral indices be used to estimate biomass and LAI for key plant species. A vegetation index (VI) or a spectral vegetation index (SVI) is a quantitative predictor of plant biomass or vegetative vigor, usually formed from combinations of several spectral bands, whose values are added, divided, or multiplied in order to yield a single value that indicates the amount or vigor of vegetation. For six key plant species, NDVI was strongly correlated with biomass (R2 = 0.83) and LAI (R2 = 0.70) but showed evidence of saturation above a biomass of 100 g/m2 and an LAI of 2 m2/m2. Extrapolation of a biomass-plant cover model to a multi-decadal time series of plant cover observations suggested that Carex aquatilis and Eriophorum angustifolium decreased in biomass while Arctophila fulva and Dupontia fisheri increased 1972-2008. Other/Unknown Material Arctophila fulva Barrow Carex aquatilis Dupontia fisheri Alaska PeerJ Publishing
institution Open Polar
collection PeerJ Publishing
op_collection_id crpeerj
language unknown
description Here we investigate relationships between NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species near Barrow, Alaska. We explore how key plant species differ in biomass, leaf area index (LAI) and how can vegetation spectral indices be used to estimate biomass and LAI for key plant species. A vegetation index (VI) or a spectral vegetation index (SVI) is a quantitative predictor of plant biomass or vegetative vigor, usually formed from combinations of several spectral bands, whose values are added, divided, or multiplied in order to yield a single value that indicates the amount or vigor of vegetation. For six key plant species, NDVI was strongly correlated with biomass (R2 = 0.83) and LAI (R2 = 0.70) but showed evidence of saturation above a biomass of 100 g/m2 and an LAI of 2 m2/m2. Extrapolation of a biomass-plant cover model to a multi-decadal time series of plant cover observations suggested that Carex aquatilis and Eriophorum angustifolium decreased in biomass while Arctophila fulva and Dupontia fisheri increased 1972-2008.
format Other/Unknown Material
author Goswami, Santonu
Gamon, John
Vargas, Sergio
Tweedie, Craig
spellingShingle Goswami, Santonu
Gamon, John
Vargas, Sergio
Tweedie, Craig
Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
author_facet Goswami, Santonu
Gamon, John
Vargas, Sergio
Tweedie, Craig
author_sort Goswami, Santonu
title Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
title_short Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
title_full Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
title_fullStr Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
title_full_unstemmed Relationships of NDVI, Biomass, and Leaf Area Index (LAI) for six key plant species in Barrow, Alaska
title_sort relationships of ndvi, biomass, and leaf area index (lai) for six key plant species in barrow, alaska
publisher PeerJ
publishDate 2015
url http://dx.doi.org/10.7287/peerj.preprints.913v1
https://peerj.com/preprints/913v1.pdf
https://peerj.com/preprints/913v1.xml
https://peerj.com/preprints/913v1.html
genre Arctophila fulva
Barrow
Carex aquatilis
Dupontia fisheri
Alaska
genre_facet Arctophila fulva
Barrow
Carex aquatilis
Dupontia fisheri
Alaska
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.7287/peerj.preprints.913v1
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