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Volumn 48, Issue , 2015, Pages 365-382

Delineation of individual tree crowns from ALS and hyperspectral data: A comparison among four methods

Author keywords

Airborne laser scanning data; Biomass estimation; Hyperspectral data; Individual tree crowns delineation

Indexed keywords

LASER APPLICATIONS;

EID: 84938813239     PISSN: None     EISSN: 22797254     Source Type: Journal    
DOI: 10.5721/EuJRS20154821     Document Type: Article
Times cited : (65)

References (43)
  • 3
    • 84908374490 scopus 로고    scopus 로고
    • Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data
    • Bouvier M., Durrieu S., Fournier R., Renaud J. (2015). Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data. Remote Sensing of Environment, 156: 322-334. doi: http://dx. doi. org/10. 1016/j. rse. 2014. 10. 004.
    • (2015) Remote Sensing of Environment , vol.156 , pp. 322-334
    • Bouvier, M.1    Durrieu, S.2    Fournier, R.3    Renaud, J.4
  • 5
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • Clark M. L., Roberts D. A., Clark D. B. (2005). Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment, 96: 375-398. doi: http://dx. doi. org/10. 1016/j. rse. 2005. 03. 009.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 375-398
    • Clark, M.L.1    Roberts, D.A.2    Clark, D.B.3
  • 6
    • 0036642451 scopus 로고    scopus 로고
    • Designing systems to monitor carbon stocks in forests and shrublands
    • Coomes D. A., Allen R. B., Scott N. A., Goulding C., Beets P. (2002). Designing systems to monitor carbon stocks in forests and shrublands. Forest Ecology and Management, 164 (1-3): 89-108. doi: http://dx. doi. org/10. 1016/S0378-1127(01)00592-8.
    • (2002) Forest Ecology and Management , vol.164 , Issue.1-3 , pp. 89-108
    • Coomes, D.A.1    Allen, R.B.2    Scott, N.A.3    Goulding, C.4    Beets, P.5
  • 7
    • 13444282431 scopus 로고    scopus 로고
    • Comparison of forest attributes extracted from fine spatial resolution multispectral and lidar data
    • Coops N. C., Wulder M. A., Culvenor D. S., St-Onge B. (2004). Comparison of forest attributes extracted from fine spatial resolution multispectral and lidar data. Canadian Journal of Remote Sensing, 30 (6): 855-866. doi: http://dx. doi. org/10. 5589/m04-045.
    • (2004) Canadian Journal of Remote Sensing , vol.30 , Issue.6 , pp. 855-866
    • Coops, N.C.1    Wulder, M.A.2    Culvenor, D.S.3    St-Onge, B.4
  • 8
    • 79959696101 scopus 로고    scopus 로고
    • A system for the estimation of single-tree stem diameter and volume using multireturn LIDAR data
    • Dalponte M., Bruzzone L., Gianelle D. (2011). A system for the estimation of single-tree stem diameter and volume using multireturn LIDAR data. IEEE Transaction on Geoscience and Remote Sensing, 49 (7): 2479-2490. doi: http://dx. doi. org/10. 1109/TGRS. 2011. 2107744.
    • (2011) IEEE Transaction on Geoscience and Remote Sensing , vol.49 , Issue.7 , pp. 2479-2490
    • Dalponte, M.1    Bruzzone, L.2    Gianelle, D.3
  • 9
    • 84859928062 scopus 로고    scopus 로고
    • Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data
    • Dalponte M., Bruzzone L., Gianelle D. (2012). Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data. Remote Sensing of Environment, 123: 258-270. doi: http://dx. doi. org/10. 1016/j. rse. 2012. 03. 013.
    • (2012) Remote Sensing of Environment , vol.123 , pp. 258-270
    • Dalponte, M.1    Bruzzone, L.2    Gianelle, D.3
  • 10
    • 70349172947 scopus 로고    scopus 로고
    • The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas
    • Dalponte M., Bruzzone L., Vescovo L., Gianelle D. (2009a). The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas. Remote Sensing of Environment, 113: 2345-2355. doi: http://dx. doi. org/10. 1016/j. rse. 2009. 06. 013.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2345-2355
    • Dalponte, M.1    Bruzzone, L.2    Vescovo, L.3    Gianelle, D.4
  • 12
    • 84884919541 scopus 로고    scopus 로고
    • Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data
    • Dalponte M., Ørka H. O., Ene L. T., Gobakken T., Næsset E. (2014). Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data. Remote Sensing of Environment, 140: 306-317. doi: http://dx. doi. org/10. 1016/j. rse. 2013. 09. 006.
    • (2014) Remote Sensing of Environment , vol.140 , pp. 306-317
    • Dalponte, M.1    Ørka, H.O.2    Ene, L.T.3    Gobakken, T.4    Næsset, E.5
  • 13
    • 84858039340 scopus 로고    scopus 로고
    • Single tree detection in heterogeneous boreal forests using airborne laser scanning and area-based stem number estimates
    • Ene L., Næsset E., Gobakken T. (2012). Single tree detection in heterogeneous boreal forests using airborne laser scanning and area-based stem number estimates. International Journal of Remote Sensing, 33 (16): 5171-5193. doi: http://dx. doi. org/10. 1080/01431161. 2012. 657363.
    • (2012) International Journal of Remote Sensing , vol.33 , Issue.16 , pp. 5171-5193
    • Ene, L.1    Næsset, E.2    Gobakken, T.3
  • 16
    • 84916613020 scopus 로고    scopus 로고
    • Forest carbon in Italian forests: Stocks, inherent variability and predictability using NFI data
    • Gasparini P., Di Cosmo L. (2015). Forest carbon in Italian forests: Stocks, inherent variability and predictability using NFI data. Forestry Ecology and Management, 337: 186-195. doi: http://dx. doi. org/10. 1016/j. foreco. 2014. 11. 012.
    • (2015) Forestry Ecology and Management , vol.337 , pp. 186-195
    • Gasparini, P.1    Di Cosmo, L.2
  • 17
    • 84887184344 scopus 로고    scopus 로고
    • Improving forest field inventories by using remote sensing data in novel sampling designs
    • Grafström A., Ringvall A. H. (2013). Improving forest field inventories by using remote sensing data in novel sampling designs. Canadian Journal of Forest Research, 43: 1015-1022. doi: http://dx. doi. org/10. 1139/cjfr-2013-0123.
    • (2013) Canadian Journal of Forest Research , vol.43 , pp. 1015-1022
    • Grafström, A.1    Ringvall, A.H.2
  • 19
    • 33747616217 scopus 로고    scopus 로고
    • Finding the right pixel size
    • Hengl T. (2006). Finding the right pixel size. Computers & Geoscience, 32: 1283-1298. doi: http://dx. doi. org/10. 1016/j. cageo. 2005. 11. 008.
    • (2006) Computers & Geoscience , vol.32 , pp. 1283-1298
    • Hengl, T.1
  • 20
    • 0002988810 scopus 로고    scopus 로고
    • Detecting and estimating attributes for single trees using laser scanner
    • Hyyppä J., Inkinen M. (1999). Detecting and estimating attributes for single trees using laser scanner. Photogrammetric Journal of Finland, 16: 27-42.
    • (1999) Photogrammetric Journal of Finland , vol.16 , pp. 27-42
    • Hyyppä, J.1    Inkinen, M.2
  • 21
    • 0035332402 scopus 로고    scopus 로고
    • A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners
    • Hyyppä J., Kelle O., Lehikoinen M., Inkinen M. (2001). A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners. IEEE Transaction on Geoscience and Remote Sensing, 39: 969-975. doi: http://dx. doi. org/10. 1109/36. 921414.
    • (2001) IEEE Transaction on Geoscience and Remote Sensing , vol.39 , pp. 969-975
    • Hyyppä, J.1    Kelle, O.2    Lehikoinen, M.3    Inkinen, M.4
  • 23
    • 84911452879 scopus 로고    scopus 로고
    • A new procedure for identifying single trees in understory layer using discrete LiDAR data
    • Quebec City
    • Kandare K., Dalponte M., Gianelle D., Chan J. C. (2014). A new procedure for identifying single trees in understory layer using discrete LiDAR data. IEEE Geoscience and Remote Sensing Symposium, Quebec City, pp. 1357-1360. doi: http://dx. doi. org/10. 1109/IGARSS. 2014. 6946686.
    • (2014) IEEE Geoscience and Remote Sensing Symposium , pp. 1357-1360
    • Kandare, K.1    Dalponte, M.2    Gianelle, D.3    Chan, J.C.4
  • 24
    • 78249231399 scopus 로고    scopus 로고
    • Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment
    • Koch B. (2010). Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment. ISPRS Journal of Photogrammetry and Remote Sensing, 65 (6): 581-590. doi: http://dx. doi. org/10. 1016/j. isprsjprs. 2010. 09. 001.
    • (2010) ISPRS Journal of Photogrammetry and Remote Sensing , vol.65 , Issue.6 , pp. 581-590
    • Koch, B.1
  • 25
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon
    • Lu D. (2005). Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon. International Journal of Remote Sensing, 26 (12): 2509-2525. doi: http://dx. doi. org/10. 1080/01431160500142145.
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.12 , pp. 2509-2525
    • Lu, D.1
  • 28
    • 28844475006 scopus 로고    scopus 로고
    • Estimating biomass for boreal forests using ASTER satellite data combined with standwise forest inventory data
    • Muukkonen P., Heiskanen J. (2005). Estimating biomass for boreal forests using ASTER satellite data combined with standwise forest inventory data. Remote Sensing of Environment, 99 (4): 434-447. doi: http://dx. doi. org/10. 1016/j. rse. 2005. 09. 011.
    • (2005) Remote Sensing of Environment , vol.99 , Issue.4 , pp. 434-447
    • Muukkonen, P.1    Heiskanen, J.2
  • 29
    • 79551659995 scopus 로고    scopus 로고
    • Estimating above-ground biomass in young forests with airborne laser scanning
    • Næsset E. (2011). Estimating above-ground biomass in young forests with airborne laser scanning. International Journal of Remote Sensing, 32 (2): 473-501. doi: http://dx. doi. org/10. 1080/01431160903474970.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.2 , pp. 473-501
    • Næsset, E.1
  • 30
    • 0018306059 scopus 로고
    • A Threshold Selection Method from Gray-Level Histograms
    • Otsu N. (1979). A Threshold Selection Method from Gray-Level Histograms. IEEE Transaction on Systems, Man and Cybernetics, 9 (1): 62-66. doi: http://dx. doi. org/10. 1109/TSMC. 1979. 4310076.
    • (1979) IEEE Transaction on Systems, Man and Cybernetics , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 33
    • 80051668806 scopus 로고    scopus 로고
    • Comparison of relascope and fixed-radius plots for the estimation of forest stand variables in northeast Spain: An inventory simulation approach
    • Piqué M., Obon B., Condés S., Saura S. (2011). Comparison of relascope and fixed-radius plots for the estimation of forest stand variables in northeast Spain: An inventory simulation approach. European Journal of Forest Research, 130 (5): 851-859. doi: http://dx. doi. org/10. 1007/s10342-010-0477-x.
    • (2011) European Journal of Forest Research , vol.130 , Issue.5 , pp. 851-859
    • Piqué, M.1    Obon, B.2    Condés, S.3    Saura, S.4
  • 34
    • 0141885851 scopus 로고    scopus 로고
    • Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass
    • Popescu S. C., Wynne R. H., Nelson R. F. (2003). Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass. Canadian Journal of Remote Sensing, 29 (5): 564-577. doi: http://dx. doi. org/10. 5589/m03-027.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , Issue.5 , pp. 564-577
    • Popescu, S.C.1    Wynne, R.H.2    Nelson, R.F.3
  • 35
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team (2008). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. Available on line at: http://www. R-project. org.
    • (2008) R: A Language and Environment for Statistical Computing
  • 38
    • 84923775562 scopus 로고    scopus 로고
    • On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
    • Tochon G., Féret J. B., Valero S., Martin R. E., Knapp D. E., Salembier P., Chanussot J., Asner G. P. (2015). On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images. Remote Sensing of Environment, 159: 318-331. doi: http://dx. doi. org/10. 1016/j. rse. 2014. 12. 020.
    • (2015) Remote Sensing of Environment , vol.159 , pp. 318-331
    • Tochon, G.1    Féret, J.B.2    Valero, S.3    Martin, R.E.4    Knapp, D.E.5    Salembier, P.6    Chanussot, J.7    Asner, G.P.8
  • 39
    • 79960716421 scopus 로고    scopus 로고
    • Fusion of airborne LiDAR and satellite multispectral data for the estimation of timber volume in the Southern Alps
    • Tonolli S., Dalponte M., Neteler M., Rodeghiero M., Vescovo L., Gianelle D. (2011). Fusion of airborne LiDAR and satellite multispectral data for the estimation of timber volume in the Southern Alps. Remote Sensing of Environment, 115: 2486-2498. doi: http://dx. doi. org/10. 1016/j. rse. 2011. 05. 009.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2486-2498
    • Tonolli, S.1    Dalponte, M.2    Neteler, M.3    Rodeghiero, M.4    Vescovo, L.5    Gianelle, D.6
  • 43
    • 84860389358 scopus 로고    scopus 로고
    • Comparison of area-based and individual tree-based methods for predicting plot-level forest attributes
    • Yu X., Hyyppä J., Holopainen M., Vastaranta M. (2010). Comparison of area-based and individual tree-based methods for predicting plot-level forest attributes. Remote Sensing, 2 (6): 1481-1495. doi: http://dx. doi. org/10. 3390/rs2061481.
    • (2010) Remote Sensing , vol.2 , Issue.6 , pp. 1481-1495
    • Yu, X.1    Hyyppä, J.2    Holopainen, M.3    Vastaranta, M.4


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