DelagrangeRochon2011

Référence

Delagrange, S., Rochon, P. (2011) Reconstruction and analysis of a deciduous sapling using digital photographs or terrestrial-LiDAR technology. Annals of Botany, 108(6):991-1000. (Scopus )

Résumé

Background and Aims To meet the increasing need for rapid and non-destructive extraction of canopy traits, two methods were used and compared with regard to their accuracy in estimatating 2-D and 3-D parameters of a hybrid poplar sapling. Methods The first method consisted of the analysis of high definition photographs in Tree Analyser (TA) software (PIAF-INRA/Kasetsart University). TA allowed the extraction of individual traits using a space carving approach. The second method utilized 3-D point clouds acquired from terrestrial light detection and ranging (T-LiDAR) scans. T-LiDAR scans were performed on trees without leaves to reconstruct the lignified structure of the sapling. From this skeleton, foliage was added using simple modelling rules extrapolated from field measurements. Validation of the estimated dimension and the accuracy of reconstruction was then achieved by comparison with an empirical data set. Key Results TA was found to be slightly less precise than T-LiDAR for estimating tree height, canopy height and mean canopy diameter, but for 2-D traits both methods were, however, fully satisfactory. TA tended to over-estimate total leaf area (error up to 50 ), but better estimates were obtained by reducing the size of the voxels used for calculations. In contrast, T-LiDAR estimated total leaf area with an error of <6 . Finally, both methods led to an over-estimation of canopy volume. With respect to this trait, T-LiDAR (14·5 deviation) greatly surpassed the accuracy of TA (up to 50 deviation), even if the voxels used were reduced in size. Conclusions Taking into account their magnitude of data acquisition and analysis and their accuracy in trait estimations, both methods showed contrasting potential future uses. Specifically, T-LiDAR is a particularly promising tool for investigating the development of large perennial plants, by itself or in association with plant modelling. © The Author 2011. Published by Oxford University Press on behalf of the Annals of Botany Company. All rights reserved.

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@ARTICLE { DelagrangeRochon2011,
    AUTHOR = { Delagrange, S. and Rochon, P. },
    TITLE = { Reconstruction and analysis of a deciduous sapling using digital photographs or terrestrial-LiDAR technology },
    JOURNAL = { Annals of Botany },
    YEAR = { 2011 },
    VOLUME = { 108 },
    PAGES = { 991-1000 },
    NUMBER = { 6 },
    ABSTRACT = { Background and Aims To meet the increasing need for rapid and non-destructive extraction of canopy traits, two methods were used and compared with regard to their accuracy in estimatating 2-D and 3-D parameters of a hybrid poplar sapling. Methods The first method consisted of the analysis of high definition photographs in Tree Analyser (TA) software (PIAF-INRA/Kasetsart University). TA allowed the extraction of individual traits using a space carving approach. The second method utilized 3-D point clouds acquired from terrestrial light detection and ranging (T-LiDAR) scans. T-LiDAR scans were performed on trees without leaves to reconstruct the lignified structure of the sapling. From this skeleton, foliage was added using simple modelling rules extrapolated from field measurements. Validation of the estimated dimension and the accuracy of reconstruction was then achieved by comparison with an empirical data set. Key Results TA was found to be slightly less precise than T-LiDAR for estimating tree height, canopy height and mean canopy diameter, but for 2-D traits both methods were, however, fully satisfactory. TA tended to over-estimate total leaf area (error up to 50 ), but better estimates were obtained by reducing the size of the voxels used for calculations. In contrast, T-LiDAR estimated total leaf area with an error of <6 . Finally, both methods led to an over-estimation of canopy volume. With respect to this trait, T-LiDAR (14·5 deviation) greatly surpassed the accuracy of TA (up to 50 deviation), even if the voxels used were reduced in size. Conclusions Taking into account their magnitude of data acquisition and analysis and their accuracy in trait estimations, both methods showed contrasting potential future uses. Specifically, T-LiDAR is a particularly promising tool for investigating the development of large perennial plants, by itself or in association with plant modelling. © The Author 2011. Published by Oxford University Press on behalf of the Annals of Botany Company. All rights reserved. },
    COMMENT = { Cited By (since 1996): 1 Export Date: 3 November 2011 Source: Scopus CODEN: ANBOA doi: 10.1093/aob/mcr064 },
    ISSN = { 03057364 (ISSN) },
    KEYWORDS = { 2-D and 3-D trait extraction, Crown reconstruction, Digital photographs, Hybrid poplar, T-LiDAR, Tree Analyser software },
    OWNER = { Luc },
    TIMESTAMP = { 2011.11.03 },
    URL = { http://www.scopus.com/inward/record.url?eid=2-s2.0-80054698849&partnerID=40&md5=040ea67e89d3bb667dc1b7ba22831229 },
}

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