1. Johan Holmgren and Asa Persson. Identifying species of individual trees using airborne laser scanner. rse, 90(4):415-423, 2004. Keyword(s): Laser, Tree detection, Species classification, Crown base height. [Abstract] [bibtex-entry]



2. Tomas Brandtberg, Timothy A. Warner, Rick E. Landenberger, and James B. McGraw. Detection and analysis of individual leaf-off tree crowns in small footprint, high sampling density lidar data from the eastern deciduous forest in North America. rse, 85(3):290-303, 2003. [WWW ] Keyword(s): Image processing, Individual tree, Lidar, Remote sensing, Species classification. [Abstract] [bibtex-entry]



3. R.A. Hill, S.A. Hinsley, D.L.A Gaveau, and P.E. Bellamy. Predicting habitat quality for Great Tits (Parus major) with airborne laser scanning data. ijrs, 24:in press., 2003. [Abstract] [bibtex-entry]



4. J.L. Lovell, D.L.B. Jupp, D.S. Culvenor, and N.C. Coops. Using airborne and ground-based ranging lidar to measure canopy structure in Australian forests. cjrs, 29(5):607-622, 2003. [Abstract] [bibtex-entry]



5. Jason B. Drake, Ralph O. Dubayah, David B. Clark, Robert G. Knox, J. Bryan Blair, Michelle A. Hofton, Robin L. Chazdon, John F. Weishampel, and Stephen D. Prince. Estimation of tropical forest structural characteristics using large-footprint lidar. rse, 79:305-319, 2002. [WWW ] [Abstract] [bibtex-entry]



6. Jason B. Drake, Ralph O. Dubayah, Robert G. Knox, David B. Clark, and J. B. Blair. Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest. rse, 81(2-3):378-392, 2002. [WWW ] [Abstract] [bibtex-entry]



7. R. A. Hill, G. S. Smith, R. M. Fuller, and N. Veitch. Landscape modelling using airborne multi-spectral and laser scanning data. ijrs, 23(11):2327-2334, 2002. [WWW ] [Abstract] [bibtex-entry]



8. Andrew T. Hudak, Michael A. Lefsky, Warren B. Cohen, and Mercedes Berterretche. Integration of lidar and Landsat ETM+ data for estimating and mapping forest canopy height. rse, 82(2-3):397-416, 2002. [WWW ] [Abstract] [bibtex-entry]



9. Kevin Lim, Paul Treitz, Mike Wulder, Benoit St-Onge, and Martin Flood. LiDAR remote sensing of forest structure. ppg, 2002. [WWW ] Keyword(s): remote sensing, LiDAR, laser altimetry, forest structure, biomass. [Abstract] [bibtex-entry]



10. Hans-Gerd Maas. Methods for Measuring Height and Planimetry Discrepancies in Airborne Laserscanner Data. pers, 68(9):933-940, 2002. [WWW ] [Abstract] [bibtex-entry]



11. D. A. Pouliot, D. J. King, F. W. Bell, and D. G. Pitt. Automated tree crown detection and delineation in high-resolution digital camera imagery of coniferous forest regeneration. rse, 82(2-3):322-334, 2002. [WWW ] Keyword(s): Tree detection and delineation, Boreal forest regeneration, Local maximum and maximum rate of change analysis, Accuracy assessment. [Abstract] [bibtex-entry]



12. Claudia C. Carabajal and David J. Harding. EVALUATION OF GEOSCIENCE LASER ALTIMETER SYSTEM (GLAS) WAVEFORMS FOR VEGETATED LANDSCAPES USING AIRBORNE LASER ALTIMETER SCANNING DATA. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:125-128, 2001. [WWW ] Keyword(s): LIDAR, laser altimetry, laser waveform analysis, waveform simulations, topography, vegetation. [Abstract] [bibtex-entry]



13. M. Elmqvist, E. Jungert, F. Lantz, A. Persson, and U .Söderman. TERRAIN MODELLING AND ANALYSIS USING LASER SCANNER DATA. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:219-226, 2001. [WWW ] Keyword(s): airborne laser scanning, digital terrain model, ground surface modelling, single tree detection, laser data classification, terrain database, qualitative methods, resolution pyramid. [Abstract] [bibtex-entry]



14. D.J. Harding, M.A. Lefsky, G.G. Parker, and J.B. Blair. Laser altimeter canopy height profiles: Methods and validation for closed-canopy, broadleaf forests. rse, 76:283-297, 2001. [WWW ] Keyword(s): Laser, Altimeter, Forest, Canopy, Structure, Height, Broadleaf, Lidar, Altimetry, Waveform, SLICER. [Abstract] [bibtex-entry]



15. Michelle A. Hofton and J. Bryan Blair. LASER PULSE CORRELATION: A METHOD FOR DETECTING SUBTLE TOPOGRAPHIC CHANGE USING LIDAR RETURN WAVEFORMS. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:181-184, 2001. [WWW ] Keyword(s): LIDAR, laser altimetry, waveforms, natural hazards, surface deformation. [Abstract] [bibtex-entry]



16. Andrew T. Hudak, Michael A. Lefsky, Warren B. Cohen, and Mercedes Berterretche. INTEGRATION OF LIDAR AND LANDSAT ETM+ DATA. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:95-103, 2001. [WWW ] Keyword(s): regression, kriging, cokriging, sampling, spatial model, geostatistics. [Abstract] [bibtex-entry]



17. M.A. Lefsky, Warren B. Cohen, David J. Harding, Geoffery G. Parker, Steven A. Acker, and S. Thomas Gower. Lidar Remote Sensing of Aboveground Biomass in Three Biomes. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:150-160, 2001. [WWW ] Keyword(s): Laser altimetry, lidar, forest, biomass. [Abstract] [bibtex-entry]



18. Hans-Gerd Maas. On the use of pulse reflectance data for laserscanner strip adjustment. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:53-65, 2001. [WWW ] Keyword(s): airborne laser scanner, accuracy, pulse reflectance. [Abstract] [bibtex-entry]



19. B. Peterson, W. Ni-Meister, J.B. Blair, M.A. Hofton, P. Hyde, and R. Dubayah. MODELING LIDAR WAVEFORMS USING A RADIATIVE TRANSFER MODEL. International Archives of Photogrammetry and Remote Sensing, XXXIV-3/W4:121-124, 2001. [WWW ] Keyword(s): Lidar, Radiative transfer modeling, Canopy structure. [Abstract] [bibtex-entry]



20. Jason B. Drake and John F. Weishampel. Multifractal analysis of canopy height measures in a longleaf pine savanna. fem, 128:121-127, 2000. [WWW ] Keyword(s): Canopy height, Fractals, Laser altimetry, Longleaf pine, Multifractals, Spatial pattern. [Abstract] [bibtex-entry]



21. Hans-Gerd Maas. Least-Squares Matching with Airborne Laserscanning Data in a TIN Structure. iaprs, 33(3a):548-555, 2000. Keyword(s): Airborne laserscanning, least-squares matching, TIN, accuracy. [Abstract] [bibtex-entry]



22. R.A. Sommerfeld, J.E. Lundquist, and J. Smith. Characterizing the canopy gap structure of a disturbed forest using the Fourier transform. fem, 128:101-108, 2000. Keyword(s): Spatial statistics, Forest gaps, Fourier analysis. [Abstract] [bibtex-entry]



23. G. Sun and K.J. Ranson. Modeling lidar returns from forest canopies. tgars, 38(6):2617-2626, 2000. [WWW ] Keyword(s): forestry, vegetation mapping, geophysical techniques, remote sensing by laser beam, optical radar, geophysical measurement technique, lidar, laser remote sensing, vegetation mapping, forest, forestry, laser scattering, backscatter, lidar return, forest canopy, canopy structure, canopy geometry, subcanopy topography, waveform, three dimensional model, forest growth, simulation, crown shape, vertical distribution, ellipsoid, hemi-ellipsoid, understory, three dimensional structure. [Abstract] [bibtex-entry]



24. R. N. Treuhaft and P. R. Siqueira. Vertical Structure of Vegetated Land Surfaces from Interferometric and Polarimetric Radar. RADIO, 35(1):141-177, January 2000. Note: NOTE: This paper presents the electromagnetic scattering model for dual-baseline INSAR this is the basis for my inversion. They present 3 models. I use the simplest because it doesn't require any data other then dual-baseline INSAR. The more advanced models require POLSAR data because they consider orientation in the vegetation medium. Very littel is explained in this paper about how the numerical inversion is implemented. I learned through personal discussions with Robert Treuhaft that he used basic least-squares normal equations. His reference was [Hamilton]. It is the most basic approach to nonlinear estimation that you can use.[bibtex-entry]



25. R. N. Treuhaft and P. R. Siqueira. Vertical structure of vegetated land surfaces from interferometric and polarimetric radar. Radio Science, 35:141-177, 2000. [bibtex-entry]



26. J. Bryan Blair, David L. Rabine, and Michelle A. Hofton. The Laser Vegetation Imaging Sensor: a medium-altitude, digitisation-only, airborne laser altimeter for mapping vegetation and topography. jprs, 54(2-3):115-122, 1999. [WWW ] Keyword(s): laser altimetry, vegetation height, topography, lidar. [Abstract] [bibtex-entry]



27. A. K. Johnston, G. Parker, and M. Lefsky. Remote Sensing of Forest Canopy Structure. Earth and Planetary Studies, Smithsonian Institution, 1999. Note: Note: http://www.nasm.si.edu/research/ceps/research/johnston/dc/forest.html. [bibtex-entry]



28. M. A. Lefsky, W. B. Cohen, S. A. Acker, G. G. Parker, T. A. Spies, and D. Harding. LiDAR remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests. Remote Sensing of Environment, 70:339-361, 1999. [bibtex-entry]



29. M. A. Lefsky, W. B. Cohen, S. A. Acker, G. G. Parker, T. A. Spies, and D. Harding. Lidar Remote Sensing of the Canopy Structure and Biophysical Properties of Douglas-Fir Western Hemlock Forests. rse, 70:339-361, 1999. [WWW ] [Abstract] [bibtex-entry]



30. Michael A. Lefsky, D. Harding, W. B. Cohen, G. Parker, and and H. H. Shugart. Surface Lidar Remote Sensing of Basal Area and Biomass in Deciduous Forests of Eastern Maryland, USA. rse, 67:83-98, 1999. [WWW ] Keyword(s): Remote sensing, Forestry, Optical radar, Biomass, Data acquisition, Regression analysis, airborne laser scanner, Quadratic mean canopy height, Chronosequence data set. [Abstract] [bibtex-entry]



31. Joseph E. Means, Steven A. Acker, David J. Harding, J. Bryan Blair, Michael A. Lefsky, Warren B. Cohen, Mark E. Harmon, and W. Arthur McKee. Use of Large-Footprint Scanning Airborne Lidar To Estimate Forest Stand Characteristics in the Western Cascades of Oregon. rse, 67:298-308, 1999. [WWW ] [Abstract] [bibtex-entry]



32. R. N. Treuhaft and S. R. Cloude. The Structure of Oriented Vegetation From Polarimetric Interferometry. TGARS, 37(5):2620-2624, September 1999. Note: NOTE: Good description of the *potential* of PINSAR. (1) can get better estimates of vegetation height and surface heights with a single baseline than INSAR can with two baselines because it accounts for orientation of vegetation.[bibtex-entry]



33. Ross Nelson. Modeling Forest Canopy Heights: The Effects of Canopy Shape. rse, 60:327-334, 1997. [WWW ] Keyword(s): Laser applications, Environmental engineering, Remote sensing, Parameter estimation, Biomass, Sampling, Spatial variables measurement, Errors, Mathematical models, Volume measurement, airborne laser scanner, Ground laser sampling, Laser measurements, Tropical forests. [Abstract] [bibtex-entry]



34. D. J. Harding, J. B. Blair, E. Rodriguez, and T. Michel. Airborne Laser Altimetry and Interferometric SAR Measurements of Canopy Structure and Sub-Canopy Topography In the Pacific Northwest. Symposium on Combined Optical-Microwave Earth and Atmosphere Sensing, pp 22, April 1995. [bibtex-entry]



35. R. S. Govindarajua and M. L. Kavvasb. A spectral approach for analyzing the rill structure over hillslopes. Part 1. Development of stochastic theory. Journal of Hydrology, 158(3-4):333-347, 1994. [bibtex-entry]



36. G. William-Linera. Vegetation Structure and Environmental Conditions of Forest Edges in Panama. Journal of Ecology, (78):356-373, 1990. [bibtex-entry]



37. G. William-Linera. Vegetation Structure and Environmental Conditions of Forest Edges in Panama. Journal of Ecology, (78):356-373, 1990. [bibtex-entry]

1. Sagi Filin. Surface Clustering from Airborne Laser Scanning Data Sagi Filin. In ISPRS Commission III, Symposium 2002 September 9 - 13, 2002, Graz, Austria, pages A-119 ff (6 pages), 2002. [WWW ] Keyword(s): Clustering, Laser altimetry, Surface classification, Surface reconstruction, Data segmentation. [Abstract] [bibtex-entry]



2. Hans-Erik Andersen, Stephen E. Reutebuch, and Gerard F. Schreuder. Automated Individual Tree Measurement through Morphological Analysis of a LIDAR-based Canopy Surface Model. In , 2001. [Abstract] [bibtex-entry]

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