Estimation of reindeer lichen biomass by image analysis
During consultation procedures between forest owners and the Sámi, data on, e.g., reindeer lichen biomass on the current site is needed. Hitherto, the existing methods of measuring lichen cover and biomass has been either objective methods such as the Point Intercept method, which is time consuming,...
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| Format: | H3 |
| Language: | Inglés Swedish |
| Published: |
SLU/Dept. of Forest Ecology and Management
2012
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| Subjects: |
| _version_ | 1855570618426064896 |
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| author | Jansson, Tomas |
| author_browse | Jansson, Tomas |
| author_facet | Jansson, Tomas |
| author_sort | Jansson, Tomas |
| collection | Epsilon Archive for Student Projects |
| description | During consultation procedures between forest owners and the Sámi, data on, e.g., reindeer lichen biomass on the current site is needed. Hitherto, the existing methods of measuring lichen cover and biomass has been either objective methods such as the Point Intercept method, which is time consuming, or some sort of subjective visual estimation, which is faster but less accurate. However, both these methods are sensitive to different observers and/or to different inventories. This paper addresses the further development and evaluation of a photographical inventory method that uses colour distribution in images to estimate lichen biomass.
During the autumn of 2011 six different locations, with different grazing pressure and lichen cover, in Norrbotten county were inventoried using both the Point Intercept method and the photographical method, complemented with collection of biomass samples. The sample images were analyzed with respect to lichen and background areas (cover) using WinCAM™. Statistical analyses were used to create equations for estimation of lichen biomass from lichen cover, as well as to compare photographically estimated lichen cover and lichen cover from the Point Intercept method.
Results shows that it is possible to estimate lichen biomass from lichen cover analyzed via image analysis. Results also indicate that different equations should be used for different sites depending degree of lichen cover and ground vegetation.
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| format | H3 |
| id | RepoSLU3985 |
| institution | Swedish University of Agricultural Sciences |
| language | Inglés swe |
| publishDate | 2012 |
| publishDateSort | 2012 |
| publisher | SLU/Dept. of Forest Ecology and Management |
| publisherStr | SLU/Dept. of Forest Ecology and Management |
| record_format | eprints |
| spelling | RepoSLU39852012-04-22T06:43:35Z Estimation of reindeer lichen biomass by image analysis Skattning av renlavsbiomassa genom bildanalys Jansson, Tomas image analysis lichen cover biomass During consultation procedures between forest owners and the Sámi, data on, e.g., reindeer lichen biomass on the current site is needed. Hitherto, the existing methods of measuring lichen cover and biomass has been either objective methods such as the Point Intercept method, which is time consuming, or some sort of subjective visual estimation, which is faster but less accurate. However, both these methods are sensitive to different observers and/or to different inventories. This paper addresses the further development and evaluation of a photographical inventory method that uses colour distribution in images to estimate lichen biomass. During the autumn of 2011 six different locations, with different grazing pressure and lichen cover, in Norrbotten county were inventoried using both the Point Intercept method and the photographical method, complemented with collection of biomass samples. The sample images were analyzed with respect to lichen and background areas (cover) using WinCAM™. Statistical analyses were used to create equations for estimation of lichen biomass from lichen cover, as well as to compare photographically estimated lichen cover and lichen cover from the Point Intercept method. Results shows that it is possible to estimate lichen biomass from lichen cover analyzed via image analysis. Results also indicate that different equations should be used for different sites depending degree of lichen cover and ground vegetation. Vid samråd mellan skogsägare och renskötande samer krävs bland annat information om mängden renlavsbiomassa i det bestånd som är aktuellt för skogsbruksåtgärder. Hittills har skattning av lavbiomassa skett genom den objektiva Point Intercept-metoden, vilken är tidsödande, eller genom någon form av subjektiv visuell bedömning, vilken är snabbare men har lägre nogrannhet. Båda dessa metoder är dock känsliga för olika förättningsmän och kan även ge skiftande resultat mellan olika inventeringar. Det här arbetet tar upp vidareutvecklingen och utvärderingen av en fotografisk inventeringsmetod baserad på färgskillnader i bilder. Under hösten 2011 genomfördes provtagningar på sex olika platser i Norrbottens län med olika betestryck och täckningsgrad av renlav. Både Point Intercept-metoden och den fotografiska metoden användes under provtagningen, dessutom togs lavbiomassaprover. Bilderna analyserades med avseende på lavtäckningsgrad med hjälp av programvaran WinCAM™. Statistiska analyser användes för att skapa funktioner för skattning av lavbiomassa utifrån lavtäckningsgrad, men även för att jämföra lavtäckningsgrader från både Point Intercept-metoden och den fotografiska metoden. Resultaten visar att det var möjligt att skatta mängden renlavsbiomassa med hjälp av bildanalys, och att biomassafunktioner bör beakta såväl lavtäckningsgrad som betestryck. SLU/Dept. of Forest Ecology and Management 2012 H3 eng swe https://stud.epsilon.slu.se/3985/ |
| spellingShingle | image analysis lichen cover biomass Jansson, Tomas Estimation of reindeer lichen biomass by image analysis |
| title | Estimation of reindeer lichen biomass by image analysis |
| title_full | Estimation of reindeer lichen biomass by image analysis |
| title_fullStr | Estimation of reindeer lichen biomass by image analysis |
| title_full_unstemmed | Estimation of reindeer lichen biomass by image analysis |
| title_short | Estimation of reindeer lichen biomass by image analysis |
| title_sort | estimation of reindeer lichen biomass by image analysis |
| topic | image analysis lichen cover biomass |