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Volumn 28, Issue 3, 2014, Pages 733-744

Airborne LiDAR derived canopy height model reveals a significant difference in radiata pine (Pinus radiata D. Don) heights based on slope and aspect of sites

Author keywords

ALS derived models; Aspect slope classes; Height variation; Pine forests; Topography

Indexed keywords

OPTICAL RADAR; PRODUCTIVITY; TOPOGRAPHY;

EID: 84900855936     PISSN: 09311890     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00468-014-0985-2     Document Type: Article
Times cited : (24)

References (59)
  • 1
    • 0003855448 scopus 로고
    • Application of airborne lasers to forest surveys
    • Petawawa National Forestry Centre, Information Report
    • Aldred A, Bonner G M, (1985) Application of airborne lasers to forest surveys. Canadian Forestry Service. Canadian Forestry Service, Petawawa National Forestry Centre, Information Report pp 51-62.
    • (1985) Canadian Forestry Service. Canadian Forestry Service , pp. 51-62
    • Aldred, A.1    Bonner, G.M.2
  • 2
    • 33846784000 scopus 로고    scopus 로고
    • A rigorous assessment of tree height measurements obtained using airborne lidar and conventional field methods
    • Andersen H-E, Reutebuch SE, McGaughey RJ (2006) A rigorous assessment of tree height measurements obtained using airborne lidar and conventional field methods. Can J Remote Sens 32(5): 355-366.
    • (2006) Can J Remote Sens , vol.32 , Issue.5 , pp. 355-366
    • Andersen, H.-E.1    Reutebuch, S.E.2    McGaughey, R.J.3
  • 3
    • 0043288698 scopus 로고    scopus 로고
    • The effects of slope orientation on plant growth, developmental instability and susceptibility to herbivores
    • Auslander M, Nevo E, Inbar M (2003) The effects of slope orientation on plant growth, developmental instability and susceptibility to herbivores. J Arid Environ 55(3): 405-416.
    • (2003) J Arid Environ , vol.55 , Issue.3 , pp. 405-416
    • Auslander, M.1    Nevo, E.2    Inbar, M.3
  • 5
    • 0000132036 scopus 로고
    • Aspect transformation in site productivity research
    • Beers TW, Dress PE, Wensel LC (1966) Aspect transformation in site productivity research. J For 64(10): 691-692.
    • (1966) J For , vol.64 , Issue.10 , pp. 691-692
    • Beers, T.W.1    Dress, P.E.2    Wensel, L.C.3
  • 6
    • 0033775896 scopus 로고    scopus 로고
    • The influence of topography on tree growth, mortality, and recruitment in a tropical montane forest
    • Bellingham PJ, Tanner EVJ (2000) The influence of topography on tree growth, mortality, and recruitment in a tropical montane forest. Biotropica 32(3): 378-384.
    • (2000) Biotropica , vol.32 , Issue.3 , pp. 378-384
    • Bellingham, P.J.1    Tanner, E.V.J.2
  • 7
    • 0002728662 scopus 로고
    • Carbon uptake and allocation by Nothofagus Solandri var. cliffortioides (Hook. f.) Poole and Pinus contorta Douglas ex Loudon ssp. contorta at montane and subalpine altitudes
    • H. WR (Ed.), Corvallis: Forest Research Laboratory, Oregon State University
    • Benecke U, Nordmeyer AH (1982) Carbon uptake and allocation by Nothofagus Solandri var. cliffortioides (Hook. f.) Poole and Pinus contorta Douglas ex Loudon ssp. contorta at montane and subalpine altitudes. In: WR H (ed) Carbon uptake and allocation in subalpine ecosystems as a key to management. Forest Research Laboratory, Oregon State University, Corvallis, pp 9-21.
    • (1982) Carbon Uptake and Allocation in Subalpine Ecosystems as a Key to Management , pp. 9-21
    • Benecke, U.1    Nordmeyer, A.H.2
  • 10
    • 0036184999 scopus 로고    scopus 로고
    • Trembling aspen site index in relation to environmental measures of site quality at two spatial scales
    • Chen HYH, Krestov PV, Klinka K (2002) Trembling aspen site index in relation to environmental measures of site quality at two spatial scales. Can J For Res 32: 112-119.
    • (2002) Can J For Res , vol.32 , pp. 112-119
    • Chen, H.Y.H.1    Krestov, P.V.2    Klinka, K.3
  • 12
    • 34547978364 scopus 로고    scopus 로고
    • Effects of size, competition and altitude on tree growth
    • Coomes DA, Allen RB (2007) Effects of size, competition and altitude on tree growth. J Ecol 95: 1084-1097.
    • (2007) J Ecol , vol.95 , pp. 1084-1097
    • Coomes, D.A.1    Allen, R.B.2
  • 14
    • 0003649735 scopus 로고
    • Minimum variance stratification
    • Dalenius T, Hodges JL (1959) Minimum variance stratification. J Am Stat Assoc 54: 88-101.
    • (1959) J Am Stat Assoc , vol.54 , pp. 88-101
    • Dalenius, T.1    Hodges, J.L.2
  • 15
    • 0037355708 scopus 로고    scopus 로고
    • Above-ground biomass estimation in closed canopy Neotropical forests using lidar remote sensing: factors affecting the generality of relationships
    • Drake JB, Knox RG, Dubayah RO, Clark DB, Condit R, Blair JB, Hofton M (2003) Above-ground biomass estimation in closed canopy Neotropical forests using lidar remote sensing: factors affecting the generality of relationships. Global Ecol Biogeogr 12(2): 147-159.
    • (2003) Global Ecol Biogeogr , vol.12 , Issue.2 , pp. 147-159
    • Drake, J.B.1    Knox, R.G.2    Dubayah, R.O.3    Clark, D.B.4    Condit, R.5    Blair, J.B.6    Hofton, M.7
  • 16
    • 72249107590 scopus 로고    scopus 로고
    • Higher tree fall rates on slopes and waterlogged soils result in lower stand biomass and productivity in a tropical rain forest
    • Ferry B, Morneau F, Bontemps JD, Blanc L, Freycon V (2010) Higher tree fall rates on slopes and waterlogged soils result in lower stand biomass and productivity in a tropical rain forest. J Ecol 98: 106-116.
    • (2010) J Ecol , vol.98 , pp. 106-116
    • Ferry, B.1    Morneau, F.2    Bontemps, J.D.3    Blanc, L.4    Freycon, V.5
  • 17
    • 35348847087 scopus 로고    scopus 로고
    • Site index prediction for Pinus radiata D. Don at local scale on the southern tablelands of New South Wales using a national forest productivity model
    • Ford AJ, Brack C, James RN (2007) Site index prediction for Pinus radiata D. Don at local scale on the southern tablelands of New South Wales using a national forest productivity model. Aust For 70: 152-157.
    • (2007) Aust For , vol.70 , pp. 152-157
    • Ford, A.J.1    Brack, C.2    James, R.N.3
  • 19
    • 0031849093 scopus 로고    scopus 로고
    • Spatial and temporal patterns in stand structure, biomass, growth and mortality in a monospecific Nothofagus solandri var. cliffortioides (Hook. f.) Poole forests in New Zealand
    • Harcombe PA, Allen RB, Wardle JA, Platt KH (1998) Spatial and temporal patterns in stand structure, biomass, growth and mortality in a monospecific Nothofagus solandri var. cliffortioides (Hook. f.) Poole forests in New Zealand. J Sustain For 6: 313-345.
    • (1998) J Sustain For , vol.6 , pp. 313-345
    • Harcombe, P.A.1    Allen, R.B.2    Wardle, J.A.3    Platt, K.H.4
  • 20
    • 0019436592 scopus 로고
    • Hill shading and the reflectance map
    • Horn BKP (1981) Hill shading and the reflectance map. Proc IEEE 69: 14-47.
    • (1981) Proc IEEE , vol.69 , pp. 14-47
    • Horn, B.K.P.1
  • 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 Trans Geosci Remote Sens 39(5): 969-975.
    • (2001) IEEE Trans Geosci Remote Sens , vol.39 , Issue.5 , pp. 969-975
    • Hyyppä, J.1    Kelle, O.2    Lehikoinen, M.3    Inkinen, M.4
  • 22
    • 40049094670 scopus 로고    scopus 로고
    • Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests
    • Hyyppä J, Hyyppä H, Leckie D, Gougeon F, Yu X, Maltamo M (2008) Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests. Int J Remote Sens 29(5): 1339-1366.
    • (2008) Int J Remote Sens , vol.29 , Issue.5 , pp. 1339-1366
    • Hyyppä, J.1    Hyyppä, H.2    Leckie, D.3    Gougeon, F.4    Yu, X.5    Maltamo, M.6
  • 24
    • 84861217005 scopus 로고    scopus 로고
    • Conspecific negative density dependence and forest diversity
    • doi:10.1126/science.1220269
    • Johnson DJ, Beaulieu WT, Bever JD, Clay K (2012) Conspecific negative density dependence and forest diversity. Science 336(6083): 904-907. doi: 10. 1126/science. 1220269.
    • (2012) Science , vol.336 , Issue.6083 , pp. 904-907
    • Johnson, D.J.1    Beaulieu, W.T.2    Bever, J.D.3    Clay, K.4
  • 26
    • 1842510227 scopus 로고    scopus 로고
    • The influence of slope aspect on tree-ring growth of Pinus sylvestris L. in northern Norway and its implications for climate reconstruction
    • Kirchhefer AJ (2000) The influence of slope aspect on tree-ring growth of Pinus sylvestris L. in northern Norway and its implications for climate reconstruction. Dendrochronologia 18: 27-40.
    • (2000) Dendrochronologia , vol.18 , pp. 27-40
    • Kirchhefer, A.J.1
  • 27
    • 0032144628 scopus 로고    scopus 로고
    • Determination of terrain models in wooded areas with airborne laser scanner data
    • Kraus K, Pfeifer N (1998) Determination of terrain models in wooded areas with airborne laser scanner data. ISPRS J Photogramm Remote Sens 53(4): 193-203.
    • (1998) ISPRS J Photogramm Remote Sens , vol.53 , Issue.4 , pp. 193-203
    • Kraus, K.1    Pfeifer, N.2
  • 29
    • 84868137469 scopus 로고    scopus 로고
    • Topographic variation in aboveground biomass in a subtropical evergreen broad-leaved forest in China
    • doi:10.1371/journal.pone.0048244
    • Lin D, Lai J, Muller-Landau HC, Mi X, Ma K (2012) Topographic variation in aboveground biomass in a subtropical evergreen broad-leaved forest in China. PLoS One 7(10): e48244. doi: 10. 1371/journal. pone. 0048244.
    • (2012) PLoS One , vol.7 , Issue.10
    • Lin, D.1    Lai, J.2    Muller-Landau, H.C.3    Mi, X.4    Ma, K.5
  • 32
    • 80051695876 scopus 로고    scopus 로고
    • Allometric equations to predict the total above-ground biomass of radiata pine trees
    • doi:10.1051/forest/2010042
    • Moore JR (2010) Allometric equations to predict the total above-ground biomass of radiata pine trees. Ann For Sci 67(8): 806. doi: 10. 1051/forest/2010042.
    • (2010) Ann For Sci , vol.67 , Issue.8 , pp. 806
    • Moore, J.R.1
  • 33
    • 2342590151 scopus 로고    scopus 로고
    • Practical large-scale forest stand inventory using small-footprint airborne scanning laser
    • Næsset E (2004) Practical large-scale forest stand inventory using small-footprint airborne scanning laser. Scand J For Res 19: 164-179.
    • (2004) Scand J For Res , vol.19 , pp. 164-179
    • Næsset, E.1
  • 34
    • 0036144262 scopus 로고    scopus 로고
    • Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve
    • Næsset E, Økland T (2002) Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve. Remote Sens Environ 79(1): 105-115.
    • (2002) Remote Sens Environ , vol.79 , Issue.1 , pp. 105-115
    • Næsset, E.1    Økland, T.2
  • 36
    • 0033856482 scopus 로고    scopus 로고
    • Secondary forest age and tropical forest biomass estimation using Thematic Mapper imagery
    • Nelson RF, Kimes DS, Salas WA, Routhier M (2000) Secondary forest age and tropical forest biomass estimation using Thematic Mapper imagery. Bioscience 50(5): 419-431.
    • (2000) Bioscience , vol.50 , Issue.5 , pp. 419-431
    • Nelson, R.F.1    Kimes, D.S.2    Salas, W.A.3    Routhier, M.4
  • 39
    • 0036731654 scopus 로고    scopus 로고
    • Detecting and measuring individual trees using an airborne Laser scanner
    • Persson A, Holmgren H, Söderman U (2002) Detecting and measuring individual trees using an airborne Laser scanner. Photogramm Eng Remote Sens 68(9): 925-932.
    • (2002) Photogramm Eng Remote Sens , vol.68 , Issue.9 , pp. 925-932
    • Persson, A.1    Holmgren, H.2    Söderman, U.3
  • 40
    • 79952220719 scopus 로고    scopus 로고
    • Comparing individual tree detection and the area-based statistical approach for the retrevial of forest stand characteristics using airborne laser scanning in Scots pine stands
    • Peuhkurinen J, Mehtätalo L, Maltamo M (2011) Comparing individual tree detection and the area-based statistical approach for the retrevial of forest stand characteristics using airborne laser scanning in Scots pine stands. Can J For Res 41: 583-598.
    • (2011) Can J For Res , vol.41 , pp. 583-598
    • Peuhkurinen, J.1    Mehtätalo, L.2    Maltamo, M.3
  • 41
    • 4143127743 scopus 로고    scopus 로고
    • Seeing the trees in the forest: using lidar and multispectral data fusion with local filtering and variable window size for estimating tree height
    • Popescu SC, Wynne RH (2004) Seeing the trees in the forest: using lidar and multispectral data fusion with local filtering and variable window size for estimating tree height. Photogramm Eng Remote Sens 70(5): 589-604.
    • (2004) Photogramm Eng Remote Sens , vol.70 , Issue.5 , pp. 589-604
    • Popescu, S.C.1    Wynne, R.H.2
  • 42
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team. In: R Foundation for Statistical Computing. Vienna, Austria. ISBN: 3-900051-07-0. Available online at
    • R Development Core Team (2011) R: A language and environment for statistical computing. In: R Foundation for Statistical Computing. Vienna, Austria. ISBN: 3-900051-07-0. Available online at http://www. R-project. org.
    • (2011) R: A language and environment for statistical computing
  • 43
    • 27444439847 scopus 로고    scopus 로고
    • LIDAR: an emerging tool for multiple resource inventory
    • Reutebuch SE, Andersen H-E, McGaughey RJ (2005) LIDAR: an emerging tool for multiple resource inventory. J For 103(6): 286-292.
    • (2005) J For , vol.103 , Issue.6 , pp. 286-292
    • Reutebuch, S.E.1    Andersen, H.-E.2    McGaughey, R.J.3
  • 44
    • 0346816539 scopus 로고    scopus 로고
    • Simulation of the effect of topography and tree falls on stand dynamics and stand structure of tropical forests
    • Robert A (2003) Simulation of the effect of topography and tree falls on stand dynamics and stand structure of tropical forests. Ecol Model 167: 287-303.
    • (2003) Ecol Model , vol.167 , pp. 287-303
    • Robert, A.1
  • 45
    • 20544446449 scopus 로고    scopus 로고
    • Estimating individual tree leaf area in loblolly pine plantations using LiDAR-derived measurements of height and crown dimensions
    • Roberts SD, Dean TJ, Evans DL, McCombs JW, Harrington RL, Glass PA (2005) Estimating individual tree leaf area in loblolly pine plantations using LiDAR-derived measurements of height and crown dimensions. For Ecol Manag 213: 54-70.
    • (2005) For Ecol Manag , vol.213 , pp. 54-70
    • Roberts, S.D.1    Dean, T.J.2    Evans, D.L.3    McCombs, J.W.4    Harrington, R.L.5    Glass, P.A.6
  • 46
    • 77951129376 scopus 로고    scopus 로고
    • Campaign and site effects in LiDAR prediction models for site-quality assessment of radiata pine plantations in South Australia
    • Rombouts J, Ferguson IS, Leech JW (2010) Campaign and site effects in LiDAR prediction models for site-quality assessment of radiata pine plantations in South Australia. Int J Remote Sens 31: 1155-1173.
    • (2010) Int J Remote Sens , vol.31 , pp. 1155-1173
    • Rombouts, J.1    Ferguson, I.S.2    Leech, J.W.3
  • 48
    • 84971074040 scopus 로고
    • Water use by perennial evergreen plant communities in Australia and Papua New Guinea
    • Specht RL (1972) Water use by perennial evergreen plant communities in Australia and Papua New Guinea. Aust J Bot 20: 273-299.
    • (1972) Aust J Bot , vol.20 , pp. 273-299
    • Specht, R.L.1
  • 49
    • 34547951840 scopus 로고    scopus 로고
    • Interactions of elevation, aspect, and slope in models of forest species composition and productivity
    • Stage AR, Salas C (2007) Interactions of elevation, aspect, and slope in models of forest species composition and productivity. For Sci 53: 486-492.
    • (2007) For Sci , vol.53 , pp. 486-492
    • Stage, A.R.1    Salas, C.2
  • 50
    • 3142664024 scopus 로고    scopus 로고
    • Fire regimes and resultant forest structure in the native Ano Nuevo Monterey pine (Pinus radiata) forest, California
    • Stephens SL, Piirto DD, Caramagno DF (2004) Fire regimes and resultant forest structure in the native Ano Nuevo Monterey pine (Pinus radiata) forest, California. Am Midl Nat 152: 25-36.
    • (2004) Am Midl Nat , vol.152 , pp. 25-36
    • Stephens, S.L.1    Piirto, D.D.2    Caramagno, D.F.3
  • 51
    • 80755176756 scopus 로고    scopus 로고
    • Determining an optimal model for processing lidar data at the plot level: results for a Pinus radiata plantation in New South Wales
    • Stone C, Penman T, Turner R (2011) Determining an optimal model for processing lidar data at the plot level: results for a Pinus radiata plantation in New South Wales. NZ J For Sci 41: 191-205.
    • (2011) NZ J For Sci , vol.41 , pp. 191-205
    • Stone, C.1    Penman, T.2    Turner, R.3
  • 52
    • 0141940779 scopus 로고    scopus 로고
    • Forest structure and tree species distribution in relation to topography-mediated heterogeneity of soil nitrogen and light at the forest floor
    • Tateno R, Takeda H (2003) Forest structure and tree species distribution in relation to topography-mediated heterogeneity of soil nitrogen and light at the forest floor. Ecol Res 18: 559-571.
    • (2003) Ecol Res , vol.18 , pp. 559-571
    • Tateno, R.1    Takeda, H.2
  • 56
    • 0025624294 scopus 로고
    • Asymmetric competition in plant populations
    • Weiner J (1990) Asymmetric competition in plant populations. Trends Ecol Evol 5: 360-364.
    • (1990) Trends Ecol Evol , vol.5 , pp. 360-364
    • Weiner, J.1
  • 57
    • 0025658557 scopus 로고
    • Productivity of Sitka spruce in Northern Britain 2. Prediction from site factors
    • Worrell R, Malcolm DC (1990) Productivity of Sitka spruce in Northern Britain 2. Prediction from site factors. Forestry 63: 119-128.
    • (1990) Forestry , vol.63 , pp. 119-128
    • Worrell, R.1    Malcolm, D.C.2
  • 59
    • 31744446389 scopus 로고    scopus 로고
    • Factors affecting forest growth and possible effects of climate change in the Taihang Mountains, northern China
    • doi:10.1093/forestry/cpi062
    • Yang Y, Watanabe M, Li F, Zhang J, Zhang W, Zhai J (2006) Factors affecting forest growth and possible effects of climate change in the Taihang Mountains, northern China. Forestry 79: 135-147. doi: 10. 1093/forestry/cpi062.
    • (2006) Forestry , vol.79 , pp. 135-147
    • Yang, Y.1    Watanabe, M.2    Li, F.3    Zhang, J.4    Zhang, W.5    Zhai, J.6


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