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Volumn 154, Issue , 2014, Pages 368-377

Multivariate statistical analysis of asynchronous lidar data and vegetation models in a neotropical forest

Author keywords

Lidar; Multivariate analysis; Tropical forest change; Vegetation profile

Indexed keywords

FAULT TOLERANT COMPUTER SYSTEMS; FORESTRY; METADATA; NATURAL LANGUAGE PROCESSING SYSTEMS; OPTICAL RADAR; STATISTICAL TESTS; VEGETATION;

EID: 84908698893     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2014.04.027     Document Type: Article
Times cited : (9)

References (58)
  • 1
    • 0001961601 scopus 로고
    • A method for estimating foliage-height profiles in broad-leaved forests
    • Aber J.D. A method for estimating foliage-height profiles in broad-leaved forests. Ecology 1979, 67(1):35-40.
    • (1979) Ecology , vol.67 , Issue.1 , pp. 35-40
    • Aber, J.D.1
  • 3
    • 0036962896 scopus 로고    scopus 로고
    • Estimating canopy structure in an Amazon forest from laser range finder and IKONOS satellite observations
    • Asner G.P., Palace M., Keller M., Pereira R., Silva J.N.M., Zweede J.C. Estimating canopy structure in an Amazon forest from laser range finder and IKONOS satellite observations. Biotropica 2002, 34(4):483-492.
    • (2002) Biotropica , vol.34 , Issue.4 , pp. 483-492
    • Asner, G.P.1    Palace, M.2    Keller, M.3    Pereira, R.4    Silva, J.N.M.5    Zweede, J.C.6
  • 4
    • 0024225172 scopus 로고
    • Data dependent permutation techniques for analysis of ecological data
    • Biondini M.E., Mielke P.W., Berry K.J. Data dependent permutation techniques for analysis of ecological data. Vegetatio 1988, 75(3):161-168.
    • (1988) Vegetatio , vol.75 , Issue.3 , pp. 161-168
    • Biondini, M.E.1    Mielke, P.W.2    Berry, K.J.3
  • 6
    • 0033371836 scopus 로고    scopus 로고
    • Modeling laser altimeter return waveforms over complex vegetation using high-resolution elevation data
    • Blair J.B., Hofton M.A. Modeling laser altimeter return waveforms over complex vegetation using high-resolution elevation data. Geophysical Research Letters 1999, 26(16):2509-2512.
    • (1999) Geophysical Research Letters , vol.26 , Issue.16 , pp. 2509-2512
    • Blair, J.B.1    Hofton, M.A.2
  • 7
    • 0003200185 scopus 로고    scopus 로고
    • Estimating biomass and biomass change of tropical forests: A primer
    • FAO, Rome, Italy
    • Brown S. Estimating biomass and biomass change of tropical forests: A primer. FAO Forestry Paper 1997, 134. FAO, Rome, Italy.
    • (1997) FAO Forestry Paper , pp. 134
    • Brown, S.1
  • 10
    • 0036162605 scopus 로고    scopus 로고
    • Are tropical forests an important carbon sink? Reanalysis of the long-term plot data
    • Clark D.A. Are tropical forests an important carbon sink? Reanalysis of the long-term plot data. Ecological Applications 2002, 12(1):3-7.
    • (2002) Ecological Applications , vol.12 , Issue.1 , pp. 3-7
    • Clark, D.A.1
  • 11
    • 16844370818 scopus 로고    scopus 로고
    • Tropical forests and global warming: Slowing it down or speeding it up? 2004
    • Clark D.A. Tropical forests and global warming: Slowing it down or speeding it up? 2004. Frontiers of Ecology and Environment 2004, 2(2):73-80.
    • (2004) Frontiers of Ecology and Environment , vol.2 , Issue.2 , pp. 73-80
    • Clark, D.A.1
  • 12
    • 0742302380 scopus 로고    scopus 로고
    • Quantifying mortality of tropical rain forest trees using high-spatial-resolution satellite data
    • Clark D.B., Castro C.S., Alvarado L.D.A., Read J.M. Quantifying mortality of tropical rain forest trees using high-spatial-resolution satellite data. Ecology Letters 2004, 7(1):52-59.
    • (2004) Ecology Letters , vol.7 , Issue.1 , pp. 52-59
    • Clark, D.B.1    Castro, C.S.2    Alvarado, L.D.A.3    Read, J.M.4
  • 13
    • 0034668238 scopus 로고    scopus 로고
    • Landscape-scale variation in forest structure and biomass in a tropical rain forest
    • Clark D.B., Clark D.A. Landscape-scale variation in forest structure and biomass in a tropical rain forest. Forest Ecology and Management 2000, 137(1):185-198.
    • (2000) Forest Ecology and Management , vol.137 , Issue.1 , pp. 185-198
    • Clark, D.B.1    Clark, D.A.2
  • 14
    • 1242276490 scopus 로고    scopus 로고
    • Application of 1-m and 4-m resolution satellite data to studies of tree demography, stand structure and land-use classification in tropical rain forests landscapes
    • Clark D.B., Read J.M., Clark M., Cruz A.M., Dotti M.F., Clark D.A. Application of 1-m and 4-m resolution satellite data to studies of tree demography, stand structure and land-use classification in tropical rain forests landscapes. Ecological Applications 2004, 14(1):61-74.
    • (2004) Ecological Applications , vol.14 , Issue.1 , pp. 61-74
    • Clark, D.B.1    Read, J.M.2    Clark, M.3    Cruz, A.M.4    Dotti, M.F.5    Clark, D.A.6
  • 17
    • 0036328045 scopus 로고    scopus 로고
    • Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest
    • Drake J.B., Dubayah R., Knox R., Clark D., Blair J.B. Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest. Remote Sensing of Environment 2002, 81(2-3):378-392.
    • (2002) Remote Sensing of Environment , vol.81 , Issue.2-3 , pp. 378-392
    • Drake, J.B.1    Dubayah, R.2    Knox, R.3    Clark, D.4    Blair, J.B.5
  • 18
    • 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 J.B., Knox R.G., Dubayah R.O., Clark D.B., Condit R., Blair J.B., et al. Above-ground biomass estimation in closed canopy Neotropical forests using lidar remote sensing: Factors affecting the generality of relationships. Global Ecology and Biogeography 2003, 12(2):147-159.
    • (2003) Global Ecology and Biogeography , 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
  • 20
    • 70349105071 scopus 로고    scopus 로고
    • Sampling trees with probability nearly proportional to biomass
    • Ducey M.J. Sampling trees with probability nearly proportional to biomass. Forest Ecology and Management 2009, 258(9):2110-2116.
    • (2009) Forest Ecology and Management , vol.258 , Issue.9 , pp. 2110-2116
    • Ducey, M.J.1
  • 22
    • 76149126793 scopus 로고    scopus 로고
    • Forest disturbance and recovery - a general review in the context of space-borne remote sensing of impacts on aboveground biomass and canopy structure
    • Frolking S., Palace M., Clark D.B., Chambers J.Q., Shugart H.H., Hurtt G.C. Forest disturbance and recovery - a general review in the context of space-borne remote sensing of impacts on aboveground biomass and canopy structure. Journal of Geophysical Research 2009, 114:G00E02. 10.1029/2008JG000911.
    • (2009) Journal of Geophysical Research , vol.114 , pp. G00E02
    • Frolking, S.1    Palace, M.2    Clark, D.B.3    Chambers, J.Q.4    Shugart, H.H.5    Hurtt, G.C.6
  • 23
    • 78650707558 scopus 로고    scopus 로고
    • The effect of climate and soil conditions on tree species turnover in a tropical montane cloud forest in Costa Rica
    • Häger A. The effect of climate and soil conditions on tree species turnover in a tropical montane cloud forest in Costa Rica. Revista de Biología Tropical 2010, 58(4):1489-1506.
    • (2010) Revista de Biología Tropical , vol.58 , Issue.4 , pp. 1489-1506
    • Häger, A.1
  • 24
    • 0034986456 scopus 로고    scopus 로고
    • Laser altimeter canopy height profiles: Methods and validation for closed-canopy, broadleaf forests
    • Harding D.J., Lefsky M.A., Parker G.G., Blair J.B. Laser altimeter canopy height profiles: Methods and validation for closed-canopy, broadleaf forests. Remote Sensing of Environment 2001, 76(3):283-297.
    • (2001) Remote Sensing of Environment , vol.76 , Issue.3 , pp. 283-297
    • Harding, D.J.1    Lefsky, M.A.2    Parker, G.G.3    Blair, J.B.4
  • 25
    • 58149136872 scopus 로고    scopus 로고
    • Linking variability in species composition and MODIS NDVI based on beta diversity measurements
    • He K.S., Zhang J., Zhang Q. Linking variability in species composition and MODIS NDVI based on beta diversity measurements. Acta Oecologica 2008, 35(1):14-21.
    • (2008) Acta Oecologica , vol.35 , Issue.1 , pp. 14-21
    • He, K.S.1    Zhang, J.2    Zhang, Q.3
  • 26
    • 33845452281 scopus 로고    scopus 로고
    • Ground-based laser imaging for assessing three-dimensional forest canopy structure
    • Henning J.G., Radtke P.J. Ground-based laser imaging for assessing three-dimensional forest canopy structure. Photogrammetric Engineering & Remote Sensing 2006, 72(12):1349-1358.
    • (2006) Photogrammetric Engineering & Remote Sensing , vol.72 , Issue.12 , pp. 1349-1358
    • Henning, J.G.1    Radtke, P.J.2
  • 27
    • 84858632578 scopus 로고    scopus 로고
    • Comparison of terrestrial and airborne LiDAR in describing stand structure of a thinned lodgepole pine forest
    • Hilker T., Coops N.C., Newnham G., von Leeuwen M., Wulder M.A., Stewart J., et al. Comparison of terrestrial and airborne LiDAR in describing stand structure of a thinned lodgepole pine forest. Journal of Forestry 2012, 110(2):97-104.
    • (2012) Journal of Forestry , vol.110 , Issue.2 , pp. 97-104
    • Hilker, T.1    Coops, N.C.2    Newnham, G.3    von Leeuwen, M.4    Wulder, M.A.5    Stewart, J.6
  • 30
    • 21444459553 scopus 로고    scopus 로고
    • Mapping forest structure for wildlife habitat analysis using waveform lidar: Validation of montane ecosystems
    • Hyde P., Dubayah R., Peterson B., Blair J.B., Hofton M., Hunsaker C., et al. Mapping forest structure for wildlife habitat analysis using waveform lidar: Validation of montane ecosystems. Remote Sensing of Environment 2005, 96:20427-20437.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 20427-20437
    • Hyde, P.1    Dubayah, R.2    Peterson, B.3    Blair, J.B.4    Hofton, M.5    Hunsaker, C.6
  • 32
    • 0035575467 scopus 로고    scopus 로고
    • Biomass estimation in the Tapajos National Forest, Brazil: Examination of sampling and allometric uncertainities
    • Keller M., Palace M., Hurtt G. Biomass estimation in the Tapajos National Forest, Brazil: Examination of sampling and allometric uncertainities. Forest Ecology and Management 2001, 154(3):371-382.
    • (2001) Forest Ecology and Management , vol.154 , Issue.3 , pp. 371-382
    • Keller, M.1    Palace, M.2    Hurtt, G.3
  • 33
    • 84908696066 scopus 로고    scopus 로고
    • Canopy height and ground elevation in a mixed-land-use lowland Neotropical rain forest landscape
    • Kellner J.R., Clark D.B., Hofton M.A. Canopy height and ground elevation in a mixed-land-use lowland Neotropical rain forest landscape. Ecological Archives 2009, E090-233. (http://esapubs.org/archive/ecol/E090/233/metadata.htm).
    • (2009) Ecological Archives , vol.E090-233
    • Kellner, J.R.1    Clark, D.B.2    Hofton, M.A.3
  • 34
    • 58249103967 scopus 로고    scopus 로고
    • Pervasive canopy dynamics produce short-term stability in a tropical rain forest landscape
    • Kellner J.R., Clark D.B., Hubbell S.P. Pervasive canopy dynamics produce short-term stability in a tropical rain forest landscape. Ecology Letters 2009, 12(2):155-164.
    • (2009) Ecology Letters , vol.12 , Issue.2 , pp. 155-164
    • Kellner, J.R.1    Clark, D.B.2    Hubbell, S.P.3
  • 35
    • 0033394698 scopus 로고    scopus 로고
    • Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests
    • Lefsky M.A., Cohen W.B., Acker S.A., Parker G.G., Spies T.A., Harding D. Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests. Remote Sensing of Environment 1999, 70(3):339-361.
    • (1999) Remote Sensing of Environment , vol.70 , Issue.3 , pp. 339-361
    • Lefsky, M.A.1    Cohen, W.B.2    Acker, S.A.3    Parker, G.G.4    Spies, T.A.5    Harding, D.6
  • 36
    • 0000360488 scopus 로고
    • Foliage profiles by vertical measurement
    • MacArthur R.H., Horn H.S. Foliage profiles by vertical measurement. Ecology 1969, 50(5):802-804.
    • (1969) Ecology , vol.50 , Issue.5 , pp. 802-804
    • MacArthur, R.H.1    Horn, H.S.2
  • 37
    • 3042555526 scopus 로고    scopus 로고
    • Using a large-angle gauge to select trees for measurement in variable plot sampling
    • Marshall D.D., Iles K., Bell J.F. Using a large-angle gauge to select trees for measurement in variable plot sampling. Canadian Journal of Forest Research 2004, 34(4):840-845.
    • (2004) Canadian Journal of Forest Research , vol.34 , Issue.4 , pp. 840-845
    • Marshall, D.D.1    Iles, K.2    Bell, J.F.3
  • 38
    • 84890249421 scopus 로고    scopus 로고
    • Modeling forest canopy structure and density by combining point quadrat sampling and survival analysis
    • Maynard D.S., Ducey M.J., Congalton R.G., Hartter J. Modeling forest canopy structure and density by combining point quadrat sampling and survival analysis. Forest Science 2013, 59(6):681-692.
    • (2013) Forest Science , vol.59 , Issue.6 , pp. 681-692
    • Maynard, D.S.1    Ducey, M.J.2    Congalton, R.G.3    Hartter, J.4
  • 40
    • 0033102470 scopus 로고    scopus 로고
    • Use of large-footprint scanning airborne lidar to estimate forest stand characteristics in the western Cascades of Oregon
    • Means J.E., Acker S.A., Harding D.J., Blair J.B., Lefsky M.A., Cohen W.B., et al. Use of large-footprint scanning airborne lidar to estimate forest stand characteristics in the western Cascades of Oregon. Remote Sensing of Environment 1999, 67(3):298-308.
    • (1999) Remote Sensing of Environment , vol.67 , Issue.3 , pp. 298-308
    • Means, J.E.1    Acker, S.A.2    Harding, D.J.3    Blair, J.B.4    Lefsky, M.A.5    Cohen, W.B.6
  • 41
    • 11144294129 scopus 로고    scopus 로고
    • Measuring biomass and carbon in Delaware using airborne profiling lidar
    • Nelson R., Short A., Valenti M. Measuring biomass and carbon in Delaware using airborne profiling lidar. Scandinavian Journal of Forest Research 2004, 19(6):247-267.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , Issue.6 , pp. 247-267
    • Nelson, R.1    Short, A.2    Valenti, M.3
  • 42
    • 41549125009 scopus 로고    scopus 로고
    • Amazon forest structure from IKONOS satellite data and the automated characterization of forest canopy properties
    • Palace M., Keller M., Asner G.P., Hagen S., Braswell B. Amazon forest structure from IKONOS satellite data and the automated characterization of forest canopy properties. Biotropica 2008, 40(20):141-150.
    • (2008) Biotropica , vol.40 , Issue.20 , pp. 141-150
    • Palace, M.1    Keller, M.2    Asner, G.P.3    Hagen, S.4    Braswell, B.5
  • 43
    • 0032538492 scopus 로고    scopus 로고
    • Changes in the carbon balance of tropical forests: Evidence from long-term plots
    • Phillips O.L., Malhi Y., Higuchi N., Laurance W.F., Nunez P.V., Vasquez R.M., et al. Changes in the carbon balance of tropical forests: Evidence from long-term plots. Science 1998, 282(5388):439-442.
    • (1998) Science , vol.282 , Issue.5388 , pp. 439-442
    • Phillips, O.L.1    Malhi, Y.2    Higuchi, N.3    Laurance, W.F.4    Nunez, P.V.5    Vasquez, R.M.6
  • 44
    • 80052618975 scopus 로고    scopus 로고
    • Satellite lidar vs. small footprint airborne lidar: Comparing the accuracy of aboveground biomass estimates and forest structure metrics at footprint level
    • Popescu S.C., Zhao K., Neuenschwander A., Lin C. Satellite lidar vs. small footprint airborne lidar: Comparing the accuracy of aboveground biomass estimates and forest structure metrics at footprint level. Remote Sensing of Environment 2011, 115(11):2786-2797.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.11 , pp. 2786-2797
    • Popescu, S.C.1    Zhao, K.2    Neuenschwander, A.3    Lin, C.4
  • 45
    • 8144224946 scopus 로고    scopus 로고
    • Compartments in insect-plant associations and their consequences for community structure
    • Prado P.I., Lewinsohn T.M. Compartments in insect-plant associations and their consequences for community structure. Journal of Animal Ecology 2004, 73(6):1168-1178.
    • (2004) Journal of Animal Ecology , vol.73 , Issue.6 , pp. 1168-1178
    • Prado, P.I.1    Lewinsohn, T.M.2
  • 46
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team R: A language and environment for statistical computing 2010, R Foundation for Statistical Computing, Vienna, Austria, (ISBN 3-9000510-07-0, URL http://www.R-project.org/).
    • (2010) R: A language and environment for statistical computing
  • 47
    • 78149497438 scopus 로고    scopus 로고
    • Landscape-level effects on avifauna within tropical agriculture in the Western Ghats: Insights for management and conservation
    • Ranganathan J., Krishnaswamy J., Anand M.O. Landscape-level effects on avifauna within tropical agriculture in the Western Ghats: Insights for management and conservation. Biological Conservation 2010, 143(12):2909-2917.
    • (2010) Biological Conservation , vol.143 , Issue.12 , pp. 2909-2917
    • Ranganathan, J.1    Krishnaswamy, J.2    Anand, M.O.3
  • 50
    • 0002578503 scopus 로고
    • Climate, geomorphology, and aquiatic systems
    • University of Chicago Press, Chicago, Illinois, USA, L.A. McDade, K.S. Bawa, H.A. Hespenheide, G.S. Hartshorn (Eds.)
    • Sanford R.L., Paaby P., Luvall J.C., Phillips E. Climate, geomorphology, and aquiatic systems. La Selva: Ecology and natural history of a Neotropical rain forest 1994, 19-33. University of Chicago Press, Chicago, Illinois, USA. L.A. McDade, K.S. Bawa, H.A. Hespenheide, G.S. Hartshorn (Eds.).
    • (1994) La Selva: Ecology and natural history of a Neotropical rain forest , pp. 19-33
    • Sanford, R.L.1    Paaby, P.2    Luvall, J.C.3    Phillips, E.4
  • 51
    • 84931749006 scopus 로고    scopus 로고
    • Amazon forest carbon dynamics predicted by profiles of canopy leaf area and light environment
    • Stark S.C., Leitold V., Wu J.L., Hunter M.O., de Castilho C.V., Costa F.R.C., et al. Amazon forest carbon dynamics predicted by profiles of canopy leaf area and light environment. Ecology Letters 2012, 15(12):1406-1414.
    • (2012) Ecology Letters , vol.15 , Issue.12 , pp. 1406-1414
    • Stark, S.C.1    Leitold, V.2    Wu, J.L.3    Hunter, M.O.4    de Castilho, C.V.5    Costa, F.R.C.6
  • 52
    • 78650165052 scopus 로고    scopus 로고
    • Biomass estimation in a tropical wet forest using Fourier transforms of profiles from lidar or interferometric SAR
    • Treuhaft R.N., Goncalves F.G., Drake J.B., Chapman B.D., dos Santos J.R., Dutra L.V., et al. Biomass estimation in a tropical wet forest using Fourier transforms of profiles from lidar or interferometric SAR. Geophysical Research Letters 2010, 37(23). 10.1029/2010GL045608.
    • (2010) Geophysical Research Letters , vol.37 , Issue.23
    • Treuhaft, R.N.1    Goncalves, F.G.2    Drake, J.B.3    Chapman, B.D.4    dos Santos, J.R.5    Dutra, L.V.6
  • 54
    • 84862806825 scopus 로고    scopus 로고
    • Relationship between floristic similarity and vegetated land surface phenology: Implications for the synoptic monitoring of species diversity at broad geographic regions
    • Viña A., Tuanmu M.N., Xu W., Li Y., Qi J., Ouyang Z., et al. Relationship between floristic similarity and vegetated land surface phenology: Implications for the synoptic monitoring of species diversity at broad geographic regions. Remote Sensing of Environment 2012, 121:488-496.
    • (2012) Remote Sensing of Environment , vol.121 , pp. 488-496
    • Viña, A.1    Tuanmu, M.N.2    Xu, W.3    Li, Y.4    Qi, J.5    Ouyang, Z.6
  • 55
    • 0002330435 scopus 로고
    • On pattern and process in forests
    • Blackwell Scientific Publications, Oxford, E.I. Newman (Ed.)
    • Whitmore T.C. On pattern and process in forests. The Plant Community as a Working Mechanism 1982, 45-59. Blackwell Scientific Publications, Oxford. E.I. Newman (Ed.).
    • (1982) The Plant Community as a Working Mechanism , pp. 45-59
    • Whitmore, T.C.1
  • 56
    • 80052640307 scopus 로고    scopus 로고
    • Measuring forest structure and biomass in New England forest stands using Echidna ground-based lidar
    • Yao T., Yang X.Y., Zhao F., Wang Z.S., Zhang Q.L., Jupp D.L.B., et al. Measuring forest structure and biomass in New England forest stands using Echidna ground-based lidar. Remote Sensing of Environment 2011, 115(11):2965-2974.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.11 , pp. 2965-2974
    • Yao, T.1    Yang, X.Y.2    Zhao, F.3    Wang, Z.S.4    Zhang, Q.L.5    Jupp, D.L.B.6
  • 57
    • 56949106961 scopus 로고    scopus 로고
    • Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers
    • Zhao K., Popescu S., Nelson R. Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers. Remote Sensing of Environment 2009, 113(1):182-196.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.1 , pp. 182-196
    • Zhao, K.1    Popescu, S.2    Nelson, R.3
  • 58
    • 80052627587 scopus 로고    scopus 로고
    • Measuring effective leaf area index, foliage profile, and stand height in New England forest stands using a full-waveform ground-based lidar
    • Zhao F., Yang X., Schull M.A., Roman-Colon M.O., Yao T., Wang Z., et al. Measuring effective leaf area index, foliage profile, and stand height in New England forest stands using a full-waveform ground-based lidar. Remote Sensing of Environment 2011, 115(11):2954-2964.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.11 , pp. 2954-2964
    • Zhao, F.1    Yang, X.2    Schull, M.A.3    Roman-Colon, M.O.4    Yao, T.5    Wang, Z.6


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