Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover

Vegetation indices are corner stones in vegetation monitoring. However, previous field studies on lichens and NDVI have been based on passive sensors. Active handheld sensors, with their own light sources, enables high- precision monitoring under variable ambient conditions. We investigated the use...

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Published in:Fungal Ecology
Main Authors: Erlandsson, Rasmus, Arneberg, Marit Klemetsen, Tømmervik, Hans, Finne, Eirik Aasmo, Nilsen, Lennart, Bjerke, Jarle W.
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2023
Subjects:
Online Access:https://hdl.handle.net/10037/28743
https://doi.org/10.1016/j.funeco.2023.101233
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author Erlandsson, Rasmus
Arneberg, Marit Klemetsen
Tømmervik, Hans
Finne, Eirik Aasmo
Nilsen, Lennart
Bjerke, Jarle W.
author_facet Erlandsson, Rasmus
Arneberg, Marit Klemetsen
Tømmervik, Hans
Finne, Eirik Aasmo
Nilsen, Lennart
Bjerke, Jarle W.
author_sort Erlandsson, Rasmus
collection University of Tromsø: Munin Open Research Archive
container_start_page 101233
container_title Fungal Ecology
container_volume 63
description Vegetation indices are corner stones in vegetation monitoring. However, previous field studies on lichens and NDVI have been based on passive sensors. Active handheld sensors, with their own light sources, enables high- precision monitoring under variable ambient conditions. We investigated the use of handheld sensor NDVI for monitoring pale lichen cover across three study sites from boreal heathlands to High Arctic tundra (62–79 ◦N), and compared it with Sentinel-2 satellite NDVI. NDVI decreased with increasing cover of pale lichens but the correlation between active and satellite NDVI varied between areas. NDVI values declined with lichen cover and ranged from 0.4–0.18 when lichen cover was above 40%. Active ground measurements of NDVI explained 81% of the variation in the satellite NDVI values in Svalbard (High Arctic), while the relationships were lower (~30% explained variation) in boreal regions (Troms-Finnmark and Røros). We show that active sensors are feasible for extracting information from lichen-dominated vegetation. Lichen Pale lichens Cladonia NDVI Active sensor Remote sensing Monitoring.
format Article in Journal/Newspaper
genre Arctic
Finnmark
Svalbard
Tundra
Finnmark
Troms
genre_facet Arctic
Finnmark
Svalbard
Tundra
Finnmark
Troms
geographic Arctic
Svalbard
geographic_facet Arctic
Svalbard
id ftunivtroemsoe:oai:munin.uit.no:10037/28743
institution Open Polar
language English
op_collection_id ftunivtroemsoe
op_doi https://doi.org/10.1016/j.funeco.2023.101233
op_relation Fungal ecology
Erlandsson RE, Arneberg M, Tømmervik H, Finne EA, Nilsen L, Bjerke JW. Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover. Fungal ecology. 2023
FRIDAID 2127621
doi:10.1016/j.funeco.2023.101233
https://hdl.handle.net/10037/28743
op_rights Attribution 4.0 International (CC BY 4.0)
openAccess
Copyright 2023 The Author(s)
https://creativecommons.org/licenses/by/4.0
publishDate 2023
publisher Elsevier
record_format openpolar
spelling ftunivtroemsoe:oai:munin.uit.no:10037/28743 2025-04-13T14:13:58+00:00 Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover Erlandsson, Rasmus Arneberg, Marit Klemetsen Tømmervik, Hans Finne, Eirik Aasmo Nilsen, Lennart Bjerke, Jarle W. 2023-03-04 https://hdl.handle.net/10037/28743 https://doi.org/10.1016/j.funeco.2023.101233 eng eng Elsevier Fungal ecology Erlandsson RE, Arneberg M, Tømmervik H, Finne EA, Nilsen L, Bjerke JW. Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover. Fungal ecology. 2023 FRIDAID 2127621 doi:10.1016/j.funeco.2023.101233 https://hdl.handle.net/10037/28743 Attribution 4.0 International (CC BY 4.0) openAccess Copyright 2023 The Author(s) https://creativecommons.org/licenses/by/4.0 VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480 VDP::Mathematics and natural scienses: 400::Zoology and botany: 480 Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2023 ftunivtroemsoe https://doi.org/10.1016/j.funeco.2023.101233 2025-03-14T05:17:57Z Vegetation indices are corner stones in vegetation monitoring. However, previous field studies on lichens and NDVI have been based on passive sensors. Active handheld sensors, with their own light sources, enables high- precision monitoring under variable ambient conditions. We investigated the use of handheld sensor NDVI for monitoring pale lichen cover across three study sites from boreal heathlands to High Arctic tundra (62–79 ◦N), and compared it with Sentinel-2 satellite NDVI. NDVI decreased with increasing cover of pale lichens but the correlation between active and satellite NDVI varied between areas. NDVI values declined with lichen cover and ranged from 0.4–0.18 when lichen cover was above 40%. Active ground measurements of NDVI explained 81% of the variation in the satellite NDVI values in Svalbard (High Arctic), while the relationships were lower (~30% explained variation) in boreal regions (Troms-Finnmark and Røros). We show that active sensors are feasible for extracting information from lichen-dominated vegetation. Lichen Pale lichens Cladonia NDVI Active sensor Remote sensing Monitoring. Article in Journal/Newspaper Arctic Finnmark Svalbard Tundra Finnmark Troms University of Tromsø: Munin Open Research Archive Arctic Svalbard Fungal Ecology 63 101233
spellingShingle VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480
VDP::Mathematics and natural scienses: 400::Zoology and botany: 480
Erlandsson, Rasmus
Arneberg, Marit Klemetsen
Tømmervik, Hans
Finne, Eirik Aasmo
Nilsen, Lennart
Bjerke, Jarle W.
Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title_full Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title_fullStr Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title_full_unstemmed Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title_short Feasibility of active handheld NDVI sensors for monitoring of lichen ground cover
title_sort feasibility of active handheld ndvi sensors for monitoring of lichen ground cover
topic VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480
VDP::Mathematics and natural scienses: 400::Zoology and botany: 480
topic_facet VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480
VDP::Mathematics and natural scienses: 400::Zoology and botany: 480
url https://hdl.handle.net/10037/28743
https://doi.org/10.1016/j.funeco.2023.101233