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Original Articles

Prediction of forest canopy light interception using three‐dimensional airborne LiDAR data

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Pages 189-207 | Received 02 Mar 2007, Accepted 17 Aug 2007, Published online: 02 Dec 2008

References

  • Aber , J. D. and Freuder , R. 2000 . Variation among solar radiation data sets for the Eastern US and its effects on predictions of forest production and water yield. . Climate Research , 15 : 33 – 43 .
  • Battaglia , M. and Sands , P. J. 1998 . Process‐based forest productivity models and their application in forest management. . Forest Ecology and Management , 102 : 13 – 32 .
  • Brock , J. C. , Wright , C. W. , Sallenger , A. H. , Krabill , W. B. and Swift , R. N. 2002 . Basis and methods of NASA Airborne Topographic Mapper LiDAR surveys for coastal studies. . Journal of Costal Research , 18 : 1 – 13 .
  • Butson , C. , Fernandes , R. , Latifovic , R. and Wenjun , C. 2002 . A robust approach for estimating LAI from Landsat TM/ETM+ imagery. . Proceedings of the IEEE International Geoscience Remote Sensing Symposium (IGARSS '02) , 4 : 2328 – 2330 .
  • Carter , W. E. , Shrestha , R. L. , Tuell , G. , Bloomquist , D. and Sartori , M. 2001 . Airborne Laser Swath Mapping Shines New Light on Earth's Topography. . EOS, Transactions American Geophysical Union , 82 : 549 – 555 .
  • Colbert , S. R. , Jokela , E. J. and Neary , D. G. 1990 . Effects of annual fertilization and sustained weed‐control on dry‐matter partitioning, leaf‐area, and growth efficiency of juvenile loblolly and slash pine. . Forest Science , 36 : 995 – 1014 .
  • Cropper , W. P. and Gholz , H. L. 1993 . Simulation of the carbon dynamics of a Florida slash pine plantation. . Ecological Modelling , 66 : 231 – 249 .
  • Dalla‐Tea , F. and Jokela , E. J. 1991 . Needlefall, canopy light interception, and productivity of young intensively managed slash and loblolly pine stands. . Forest Science , 37 : 1298 – 1313 .
  • Drake , J. B. , Dubayah , R. O. , Clark , D. B. , Knox , R. G. , Blair , J. B. , Hofton , M. A. , Chazdon , R. L. , Weishampel , J. F. and Prince , S. 2002 . Estimation of tropical forest structural characteristics using large‐footprint LiDAR. . Remote Sensing of Environment , 79 : 305 – 319 .
  • Eggleston , N. T. , Watson , M. , Evans , D. L. , Moorhead , R. J. and McCombs , J. W. 2000 . Visualization of airborne multiple‐return LIDAR imagery from a forested landscape. . Proceedings of the ERIM International Conference on Geospatial Information in Agriculture Forestry , 1 : 470 – 477 .
  • Farid , A. , Goodrich , D. C. and Sorooshian , S. 2006 . Using airborne Lidar to discern age classes of cottonwood trees. . Western Journal of Applied Forestry , 21 : 149 – 158 .
  • Flood , M. 2002 . “ From commercial data to commercial products: research priorities in the commercial sector. ” . In International Workshop on Three‐dimensional Analysis of Forest Structure and Terrain Using LiDAR Technology 12 – 15 . Victoria, BC, March 2002
  • Gay , L. W. , Knoerr , K. R. and Braaten , M. O. 1971 . Solar radiation variability on the floor of a pine plantation. . Agricultural Meteorology , 8 : 39 – 50 .
  • Gholz , H. L. , Vogel , S. A. , Cropper , W. P. , McKelvey , K. , Ewel , K. C. , Teskey , R. O. and Curran , P. J. 1991 . Dynamics of canopy structure and light interception in Pinus elliottii stands in North Florida. . Ecological Monographs , 61 : 35 – 51 .
  • Giesen , J. 2005 . “ Sunshine Applet. ” . Available online at: http://www.jgiesen.de/sunshine/ (accessed 21 October 2005)
  • Gronbeck , C. 2005 . “ Sun Angle. ” . Available online at: http://www.susdesign.com/sunangle/ (accessed 21 October 2005)
  • Halthore , R. N. , Schwartz , S. E. , Michalsky , J. J. , Bergin , M. H. , Ferrare , R. A. , Holben , B. N. and ten Brink , H. M. 1996 . “ A closure experiment: prediction and measurement of direct‐normal solar irradiance at the ARM Site. ” . In American Geophysical Union Fall Meeting 15 – 19 . San Francisco, December, A11C‐12
  • Haugerud , R. A. , Harding , D. J. , Johnson , S. Y. , Harless , J. L. , Weaver , C. S. and Sherrod , B. L. 2003 . High‐Resolution LiDAR Topography of the Puget Lowland, Washington—A Bonanza for Earth Science. . GSA Today , 13 : 4 – 10 .
  • Hebert , M. T. and Jack , S. B. 1998 . Leaf area index and site water balance of loblolly pine (Pinus taeda L.) across a precipitation gradient in east Texas. . Forest Ecology and Management , 105 : 273 – 282 .
  • Holdcroft , C. J. , Campbell , C. L. , Davenport , I. J. , Gurney , R. J. and Holden , N. 2005 . Measurement of canopy geometry characteristics using LiDAR laser altimetry: A feasibility study. . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2270 – 2282 .
  • Holmgren , J. , Nilsson , M. and Olsson , H. 2003 . Estimation of tree height and stem volume on plots using airborne laser scanning. . Forest Science , 49 : 419 – 428 .
  • Hyde , P. , Dubayah , R. , Peterson , B. , Blair , J. B. , Hofton , M. , Hunsaker , C. , Knox , R. and Walker , W. 2005 . Mapping forest structure for wildlife habitat analysis using waveform lidar: Validation of montane ecosystems. . Remote Sensing of Environment , 96 : 427 – 437 .
  • Jokela , E. J. and Martin , T. A. 2000 . Effects of ontogeny and soil nutrient supply on production, allocation, and leaf area efficiency in loblolly and slash pine stands. . Canadian Journal of Forest Research , 30 : 1511 – 1524 .
  • Kampa , K. and Slatton , K. C. 2004 . An adaptive multiscale filter for segmenting vegetation in ALSM data. . IEEE International Geoscience Remote Sensing Symposium (IGARSS) , 6 : 3837 – 3840 .
  • Kucharik , C. J. , Normana , J. M. and Gower , S. T. 1998 . Measurements of leaf orientation, light distribution and sunlit leaf area in a boreal aspen forest. . Agricultural and Forest Meteorology , 91 : 127 – 148 .
  • Landsberg , J. J. and Gower , S. T. 1997 . Applications of physiological ecology to forest management , 354 New York : Academic Press .
  • Lefsky , M. A. , Cohen , W. B. , Acker , S. A. , Parker , G. G. , Spies , T. A. and Harding , D. 1999a . LiDAR remote sensing of the canopy structure and biophysical properties of Douglas‐fir western hemlock forests. . Remote Sensing of Environment , 70 : 339 – 361 .
  • Lefsky , M. A. , Harding , D. , Cohen , W. B. , Parker , G. and Shugart , H. H. 1999b . Surface LiDAR remote sensing of basal area and biomass in deciduous forests of eastern Maryland, USA. . Remote Sensing of Environment , 67 : 83 – 98 .
  • Lieffers , V. J. , Messier , C. , Stadt , K. J. , Gendron , F. and Comeau , P. G. 1999 . Predicting and managing light in the understory of boreal forests. . Canadian Journal of Forest Research , 29 : 796 – 811 .
  • Lim , K. , Treitz , P. , Wulder , M. , St‐onge , B. and Flood , M. 2003 . LiDAR remote sensing of forest structure. . Progress in Physical Geography , 27 : 88 – 106 .
  • MacFarlane , D. W. , Green , E. J. , Brunner , A. and Amateis , R. L. 2003 . Modeling loblolly pine canopy dynamics for a light capture model. . Forest Ecology and Management , 173 : 145 – 168 .
  • Maltamo , M. , Mustonen , K. , Hyyppa , J. , Pitkanen , J. and Yu , X. 2004 . The accuracy estimating individual tree variables with airborne laser scanning in a boreal nature reserve. . Canadian Journal of Forest Research , 34 : 1791 – 1801 .
  • Martin , T. A. and Jokela , E. J. 2004 . Developmental patterns and nutrition impact radiation use efficiency components in southern pine stands. . Ecological Applications , 14 : 1839 – 1854 .
  • McCrady , R. L. and Jokela , E. J. 1996 . Growth phenology and crown structure of selected loblolly pine families planted at two spacings. . Forest Science , 42 : 46 – 57 .
  • McCrady , R. L. and Jokela , E. J. 1998 . Canopy dynamics, light interception, and radiation use efficiency of selected loblolly pine families. . Forest Science , 44 : 64 – 72 .
  • Means , J. E. , Acker , S. A. , Harding , D. J. , Blair , J. B. , Lefsky , M. A. , Cohen , W. B. , Harmon , M. E. and McKee , W. A. 1999 . Use of large‐footprint scanning airborne LiDAR to estimate forest stand characteristics in the western Cascades of Oregon. . Remote Sensing of Environment , 67 : 298 – 308 .
  • Messier , C. and Puttonen , P. 1995 . Spatial and temporal variation in the light environment of developing Scots pine stands: the basis for a quick and efficient method of characterizing light. . Canadian Journal of Forest Research , 25 : 343 – 354 .
  • Montieth , J. L. 1972 . Solar radiation and productivity in tropical ecosystems. . Journal of Applied Ecology , 9 : 747 – 766 .
  • Ni‐Meister , W. , Jupp , D. L. B. and Dubayah , R. 2001 . Modeling LiDAR waveforms in heterogeneous and discrete canopies . IEEE Transaction on Geoscience and Remote Sensing , 39 : 1943 – 1958 .
  • Parker , G. G. , Lefsky , M. A. and Harding , D. J. 2001 . Light transmittance in forest canopies determined from airborne LiDAR altimetry and from in‐canopy quantum measurements. . Remote Sensing of Environment , 76 : 298 – 309 .
  • Roth , B. E. , Jokela , E. J. , Martin , T. A. , Huber , D. A. and White , T. L. 2007 . Genotype x environment interactions in selected loblolly and slash pine plantations in the southeastern United‐States. . Forest Ecology and Management , 238 : 175 – 188 .
  • Saatchi , S. S. , Treuhaft , R. and Dobson , M. C. 1994 . Estimation of leaf area index over agricultural areas from polarimetric SAR images. . Proceedings of the IEEE International Geoscience Remote Sensing Symposium (IGARSS '94) , 2 : 826 – 828 .
  • Sampson , D. A. and Allen , H. L. 1998 . Light attenuation in a 14‐year‐old loblolly pine stand as influenced by fertilization and irrigation. . Trees , 13 : 80 – 87 .
  • Sampson , D. A. and Allen , H. L. 1999 . Regional influences of soil available water‐holding capacity and climate, and leaf area index on simulated loblolly pine productivity. . Forest Ecology and Management , 124 : 1 – 12 .
  • Samuelson , L. J. , Johnsen , K. and Stokes , T. 2004 . Production, allocation, and stemwood growth efficiency of Pinus taeda L. stands in response to 6 years of intensive management. . Forest Ecology and Management , 192 : 59 – 70 .
  • SAS Institute . 2000 . SAS/STAT User's Guide: Version 8 , vols.1–3 , Cary, NC : SAS Institute .
  • Slatton , K. C. , Crawford , M. M. and Evans , B. L. 2001 . Fusing interferometric radar and laser altimeter data to estimate surface topography and vegetation heights. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 2470 – 2482 .
  • Slatton , K. C. , Carter , W. and Shrestha , R. 2005 . A simulator for airborne laser swath mapping via photon counting. . Proceedings of SPIE 2005: Defense and Security Symposium , 5794 : 12 – 20 .
  • Swindel , B. F. , Neary , D. G. , Comerford , N. B. , Rockwood , D. L. and Blakeslee , G. M. 1988 . Fertilization and competition control accelerate early southern pine growth on flatwoods. . Southern Journal of Applied Forestry , 12 : 116 – 121 .
  • Todd , K. , Csillag , F. and Atkinson , P. 2003 . Three‐dimensional mapping of light transmittance and foliage distribution using LiDAR. . Canadian Journal of Remote Sensing , 29 : 544 – 555 .
  • Wang , Y. P. and Jarvis , P. G. 1990 . Description and validation of an array model—MAESTRO. . Agricultural and Forest Meteorology , 51 : 157 – 180 .
  • Waring , R. H. and Schlesinger , W. H. 1985 . Forest ecosystems: concepts and management , 340 New York : Academic Press .
  • Weed , C. A. , Crawford , M. M. , Neuenschwander , A. L. and Gutierrez , R. 2002 . Classification of LiDAR data using a lower envelope follower and gradient based operator. . Proceedings of the IEEE International Geoscience Remote Sensing Symposium (IGARSS '02) , 3 : 1384 – 1386 .
  • Will , R. E. , Narahari , N. V. , Shiver , B. D. and Teskey , R. O. 2005 . Effects of planting density on canopy dynamics and stem growth for intensively managed loblolly pine stands. . Forest Ecology and Management , 205 : 29 – 41 .
  • Zhang , K. , Chen , S. , Whitman , D. , Yan , J. and Zhang , C. 2003 . A progressive morphological filter for removing nonground measurements from airborne LIDAR data. . IEEE Transaction on Geoscience and Remote Sensing , 41 : 872 – 882 .

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