Feasibility of active handheld NDVI sensors for monitoring 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 o...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Fungal ecology 2023-06, Vol.63, p.101233, Article 101233
Hauptverfasser: Erlandsson, R., Arneberg, M.K., Tømmervik, H., Finne, E.A., Nilsen, L., Bjerke, J.W.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page 101233
container_title Fungal ecology
container_volume 63
creator Erlandsson, R.
Arneberg, M.K.
Tømmervik, H.
Finne, E.A.
Nilsen, L.
Bjerke, J.W.
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.
doi_str_mv 10.1016/j.funeco.2023.101233
format Article
fullrecord <record><control><sourceid>elsevier_crist</sourceid><recordid>TN_cdi_cristin_nora_10037_28743</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1754504823000107</els_id><sourcerecordid>S1754504823000107</sourcerecordid><originalsourceid>FETCH-LOGICAL-c376t-b331a419ad44e950db18585f23cf80ee4367767c612855dfcc3eb3d75f20a33</originalsourceid><addsrcrecordid>eNp9kMFKAzEURbNQsFb_QDA_MDWZJJPpRpBqtVDqQnEbMslLmzJNJJkW-vfOMLp19eBy7uVxELqjZEYJrR72M3cMYOKsJCUbopKxCzShUvBCEF5foeuc94RUnFI-QZsl6Owb3_rujKPD2nT-BHing91Ba_Hm-WuFM4QcU8YuJnyIwXcx-bDFrTc7CHib4jFYbOIJ0g26dLrNcPt7p-hj-fK5eCvW76-rxdO6MExWXdEwRjWnc205h7kgtqG1qIUrmXE1AeCskrKSpqJlLYR1xjBomJU9QTRjU3Q_rprkc-eDCjFpRQlhUpW15APB_4iYcwKnvpM_6HTuKTV4Uns1elKDJzV66muPYw36308eksrGQzBgfQLTKRv9_wM_ghNz4g</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Feasibility of active handheld NDVI sensors for monitoring lichen ground cover</title><source>NORA - Norwegian Open Research Archives</source><source>Elsevier ScienceDirect Journals</source><creator>Erlandsson, R. ; Arneberg, M.K. ; Tømmervik, H. ; Finne, E.A. ; Nilsen, L. ; Bjerke, J.W.</creator><creatorcontrib>Erlandsson, R. ; Arneberg, M.K. ; Tømmervik, H. ; Finne, E.A. ; Nilsen, L. ; Bjerke, J.W.</creatorcontrib><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.</description><identifier>ISSN: 1754-5048</identifier><identifier>ISSN: 1878-0083</identifier><identifier>DOI: 10.1016/j.funeco.2023.101233</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Active sensor ; Cladonia ; Lichen ; Matematikk og naturvitenskap: 400 ; Mathematics and natural scienses: 400 ; Monitoring ; NDVI ; Pale lichens ; Remote sensing ; VDP ; Zoologiske og botaniske fag: 480 ; Zoology and botany: 480</subject><ispartof>Fungal ecology, 2023-06, Vol.63, p.101233, Article 101233</ispartof><rights>2023 The Authors</rights><rights>info:eu-repo/semantics/openAccess</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c376t-b331a419ad44e950db18585f23cf80ee4367767c612855dfcc3eb3d75f20a33</citedby><cites>FETCH-LOGICAL-c376t-b331a419ad44e950db18585f23cf80ee4367767c612855dfcc3eb3d75f20a33</cites><orcidid>0000-0002-9207-5709</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.funeco.2023.101233$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,3536,26546,27903,27904,45974</link.rule.ids></links><search><creatorcontrib>Erlandsson, R.</creatorcontrib><creatorcontrib>Arneberg, M.K.</creatorcontrib><creatorcontrib>Tømmervik, H.</creatorcontrib><creatorcontrib>Finne, E.A.</creatorcontrib><creatorcontrib>Nilsen, L.</creatorcontrib><creatorcontrib>Bjerke, J.W.</creatorcontrib><title>Feasibility of active handheld NDVI sensors for monitoring lichen ground cover</title><title>Fungal ecology</title><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.</description><subject>Active sensor</subject><subject>Cladonia</subject><subject>Lichen</subject><subject>Matematikk og naturvitenskap: 400</subject><subject>Mathematics and natural scienses: 400</subject><subject>Monitoring</subject><subject>NDVI</subject><subject>Pale lichens</subject><subject>Remote sensing</subject><subject>VDP</subject><subject>Zoologiske og botaniske fag: 480</subject><subject>Zoology and botany: 480</subject><issn>1754-5048</issn><issn>1878-0083</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>3HK</sourceid><recordid>eNp9kMFKAzEURbNQsFb_QDA_MDWZJJPpRpBqtVDqQnEbMslLmzJNJJkW-vfOMLp19eBy7uVxELqjZEYJrR72M3cMYOKsJCUbopKxCzShUvBCEF5foeuc94RUnFI-QZsl6Owb3_rujKPD2nT-BHing91Ba_Hm-WuFM4QcU8YuJnyIwXcx-bDFrTc7CHib4jFYbOIJ0g26dLrNcPt7p-hj-fK5eCvW76-rxdO6MExWXdEwRjWnc205h7kgtqG1qIUrmXE1AeCskrKSpqJlLYR1xjBomJU9QTRjU3Q_rprkc-eDCjFpRQlhUpW15APB_4iYcwKnvpM_6HTuKTV4Uns1elKDJzV66muPYw36308eksrGQzBgfQLTKRv9_wM_ghNz4g</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Erlandsson, R.</creator><creator>Arneberg, M.K.</creator><creator>Tømmervik, H.</creator><creator>Finne, E.A.</creator><creator>Nilsen, L.</creator><creator>Bjerke, J.W.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3HK</scope><orcidid>https://orcid.org/0000-0002-9207-5709</orcidid></search><sort><creationdate>20230601</creationdate><title>Feasibility of active handheld NDVI sensors for monitoring lichen ground cover</title><author>Erlandsson, R. ; Arneberg, M.K. ; Tømmervik, H. ; Finne, E.A. ; Nilsen, L. ; Bjerke, J.W.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c376t-b331a419ad44e950db18585f23cf80ee4367767c612855dfcc3eb3d75f20a33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Active sensor</topic><topic>Cladonia</topic><topic>Lichen</topic><topic>Matematikk og naturvitenskap: 400</topic><topic>Mathematics and natural scienses: 400</topic><topic>Monitoring</topic><topic>NDVI</topic><topic>Pale lichens</topic><topic>Remote sensing</topic><topic>VDP</topic><topic>Zoologiske og botaniske fag: 480</topic><topic>Zoology and botany: 480</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Erlandsson, R.</creatorcontrib><creatorcontrib>Arneberg, M.K.</creatorcontrib><creatorcontrib>Tømmervik, H.</creatorcontrib><creatorcontrib>Finne, E.A.</creatorcontrib><creatorcontrib>Nilsen, L.</creatorcontrib><creatorcontrib>Bjerke, J.W.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>NORA - Norwegian Open Research Archives</collection><jtitle>Fungal ecology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Erlandsson, R.</au><au>Arneberg, M.K.</au><au>Tømmervik, H.</au><au>Finne, E.A.</au><au>Nilsen, L.</au><au>Bjerke, J.W.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Feasibility of active handheld NDVI sensors for monitoring lichen ground cover</atitle><jtitle>Fungal ecology</jtitle><date>2023-06-01</date><risdate>2023</risdate><volume>63</volume><spage>101233</spage><pages>101233-</pages><artnum>101233</artnum><issn>1754-5048</issn><issn>1878-0083</issn><abstract>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.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.funeco.2023.101233</doi><orcidid>https://orcid.org/0000-0002-9207-5709</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1754-5048
ispartof Fungal ecology, 2023-06, Vol.63, p.101233, Article 101233
issn 1754-5048
1878-0083
language eng
recordid cdi_cristin_nora_10037_28743
source NORA - Norwegian Open Research Archives; Elsevier ScienceDirect Journals
subjects Active sensor
Cladonia
Lichen
Matematikk og naturvitenskap: 400
Mathematics and natural scienses: 400
Monitoring
NDVI
Pale lichens
Remote sensing
VDP
Zoologiske og botaniske fag: 480
Zoology and botany: 480
title Feasibility of active handheld NDVI sensors for monitoring lichen ground cover
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-23T10%3A47%3A24IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-elsevier_crist&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Feasibility%20of%20active%20handheld%20NDVI%20sensors%20for%20monitoring%20lichen%20ground%20cover&rft.jtitle=Fungal%20ecology&rft.au=Erlandsson,%20R.&rft.date=2023-06-01&rft.volume=63&rft.spage=101233&rft.pages=101233-&rft.artnum=101233&rft.issn=1754-5048&rft_id=info:doi/10.1016/j.funeco.2023.101233&rft_dat=%3Celsevier_crist%3ES1754504823000107%3C/elsevier_crist%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_els_id=S1754504823000107&rfr_iscdi=true