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Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa?

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dc.contributor.author Van Deventer, Heidi
dc.contributor.author Cho, Moses A
dc.contributor.author Mutanga, O
dc.date.accessioned 2014-07-30T09:18:25Z
dc.date.available 2014-07-30T09:18:25Z
dc.date.issued 2013-04
dc.identifier.citation Van Deventer, H., Cho, M.A. and Mutanga, O. 2013. Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa? In: 35th International Symposium on Remote Sensing of Environment (ISRSE), Beijing, China, April 2013 en_US
dc.identifier.uri http://hdl.handle.net/10204/7537
dc.description 35th International Symposium on Remote Sensing of Environment (ISRSE), Beijing, China, April 2013 en_US
dc.description.abstract Studies in the Northern hemisphere have shown the potential of foliar pigment seasonal profiles as a means of improving species discrimination. Remote sensing vegetation indices have been used to optimise absorption features presented by foliar pigments, as well as improve species discrimination. This study investigated the potential of seasonal pigment profiles (for foliar carotenoid and total chlorophyll) in improving species discrimination for trees using leaf spectral data. Our aims were to (i) determine whether species have unique seasonal profiles of carotenoids and chlorophyll; and (ii) whether these seasonal profiles can be used to improve species discrimination, compared to single season pigment concentrations. We sampled sunlit leaves of seven evergreen tree species in a sub-tropical region of South Africa, over four seasons during 2011-12. Parametric ANOVA classification was compared to similarity measures of shape (spectral angle mapper; SAM) and magnitude (sum of Euclidean Distance; ED). For both pigments, the parametric analysis of combined seasonal content improved species discrimination when compared to single season content and the similarity measures. ED outperformed SAM in species discrimination for both pigments. Multi-seasonal carotenoid and chlorophyll content information improved species discrimination of evergreen coastal tree species in KwaZulu-Natal, South Africa. en_US
dc.language.iso en en_US
dc.relation.ispartofseries Workflow;12935
dc.subject Foliar carotenoids en_US
dc.subject Foliar chlorophyll en_US
dc.subject Northern hemisphere en_US
dc.subject Foliar pigment en_US
dc.subject Species discrimination en_US
dc.subject Parametric ANOVA classification en_US
dc.subject Euclidean Distance en_US
dc.title Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa? en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation Van Deventer, H., Cho, M. A., & Mutanga, O. (2013). Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa?. http://hdl.handle.net/10204/7537 en_ZA
dc.identifier.chicagocitation Van Deventer, Heidi, Moses A Cho, and O Mutanga. "Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa?." (2013): http://hdl.handle.net/10204/7537 en_ZA
dc.identifier.vancouvercitation Van Deventer H, Cho MA, Mutanga O, Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa?; 2013. http://hdl.handle.net/10204/7537 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - Van Deventer, Heidi AU - Cho, Moses A AU - Mutanga, O AB - Studies in the Northern hemisphere have shown the potential of foliar pigment seasonal profiles as a means of improving species discrimination. Remote sensing vegetation indices have been used to optimise absorption features presented by foliar pigments, as well as improve species discrimination. This study investigated the potential of seasonal pigment profiles (for foliar carotenoid and total chlorophyll) in improving species discrimination for trees using leaf spectral data. Our aims were to (i) determine whether species have unique seasonal profiles of carotenoids and chlorophyll; and (ii) whether these seasonal profiles can be used to improve species discrimination, compared to single season pigment concentrations. We sampled sunlit leaves of seven evergreen tree species in a sub-tropical region of South Africa, over four seasons during 2011-12. Parametric ANOVA classification was compared to similarity measures of shape (spectral angle mapper; SAM) and magnitude (sum of Euclidean Distance; ED). For both pigments, the parametric analysis of combined seasonal content improved species discrimination when compared to single season content and the similarity measures. ED outperformed SAM in species discrimination for both pigments. Multi-seasonal carotenoid and chlorophyll content information improved species discrimination of evergreen coastal tree species in KwaZulu-Natal, South Africa. DA - 2013-04 DB - ResearchSpace DP - CSIR KW - Foliar carotenoids KW - Foliar chlorophyll KW - Northern hemisphere KW - Foliar pigment KW - Species discrimination KW - Parametric ANOVA classification KW - Euclidean Distance LK - https://researchspace.csir.co.za PY - 2013 T1 - Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa? TI - Do seasonal profiles of foliar pigments improve species discrimination of evergreen coastal tree species in KwaZulu- Natal, South Africa? UR - http://hdl.handle.net/10204/7537 ER - en_ZA


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