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...
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Veröffentlicht in: | Fungal ecology 2023-06, Vol.63, p.101233, Article 101233 |
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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 |
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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). 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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). 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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 |
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