Forest Analysis, Depth, LiDAR, Laser Scanner

Chapter Contents (Back)
Forest. LIDAR. See also Forest Analysis, IFSAR, SAR, Radar. See also Mangrove Analysis.

Lucas, R.M., Lee, A.C., Williams, M.L.,
Enhanced Simulation of Radar Backscatter From Forests Using LiDAR and Optical Data,
GeoRS(44), No. 10, October 2006, pp. 2736-2754.

Henning, J.G.[Jason G.], Radtke, P.J.[Philip J.],
Multiview range-image registration for forested scenes using explicitly-matched tie points estimated from natural surfaces,
PandRS(63), No. 1, January 2008, pp. 68-83.
Elsevier DOI 0711
Alignment; Terrestrial laser scanning; Canopy structure; Point cloud; Ground-based lidar; Stem map; Stem profile; Digital terrain model BibRef

Chasmer, L.[Laura], Hopkinson, C.[Chris], Smith, B.[Brent], Treitz, P.[Paul],
Examining the Influence of Changing Laser Pulse Repetition Frequencies on Conifer Forest Canopy Returns,
PhEngRS(72), No. 12, December 2006, pp. 1359-1368.
WWW Link. 0704
The characteristics associated with differing laser pulse emission frequencies are found to vary the penetration of pulses within conifer forest canopies. BibRef

Hinsley, S.A.[Shelley A.], Hill, R.A.[Ross A.], Bellamy, P.E., Balzter, H.[Heiko],
The Application of Lidar in Woodland Bird Ecology: Climate, Canopy Structure, and Habitat Quality,
PhEngRS(72), No. 12, December 2006, pp. 1399-1406.
WWW Link. 0704
Measuring woodland vegetation structure and the relationship of climate in determining habitat quality for breeding birds. BibRef

Hill, R.A.[Ross A.], Hinsley, S.A.[Shelley A.],
Airborne Lidar for Woodland Habitat Quality Monitoring: Exploring the Significance of Lidar Data Characteristics when Modelling Organism-Habitat Relationships,
RS(7), No. 4, 2015, pp. 3446-3466.
DOI Link 1505

Evans, J.S.[Jeffrey S.], Hudak, A.T.[Andrew T.],
A Multiscale Curvature Algorithm for Classifying Discrete Return LiDAR in Forested Environments,
GeoRS(45), No. 4, April 2007, pp. 1029-1038.

Hudak, A.T., Evans, J.S., Stuart Smith, A.,
LiDAR Utility for Natural Resource Managers,
RS(1), No. 4, December 2009, pp. 934-951.
DOI Link 1203

Dalponte, M., Bruzzone, L.[Lorenzo], Gianelle, D.,
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas,
GeoRS(46), No. 5, May 2008, pp. 1416-1427.
See also System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data, A. BibRef

Wang, C., Menenti, M., Stoll, M.P., Feola, A., Belluco, E., Marani, M.,
Separation of Ground and Low Vegetation Signatures in LiDAR Measurements of Salt-Marsh Environments,
GeoRS(47), No. 7, July 2009, pp. 2014-2023.

Disney, M.I., Lewis, P.E., Bouvet, M., Prieto-Blanco, A., Hancock, S.,
Quantifying Surface Reflectivity for Spaceborne Lidar via Two Independent Methods,
GeoRS(47), No. 9, September 2009, pp. 3262-3271.

Hancock, S.[Steven], Disney, M.I.[Mathias I.], Lewis, P.E.[Philip E.], Muller, J.P.[Jan-Peter],
Exploring the Measurement Of Forests With Full Waveform LIDAR through Monte-Carlo Ray Tracing,
ISPRS08(B1: 235 ff).
PDF File. 0807

Korpela, I.[Ilkka], Orka, H.O.[Hans Ole], Hyyppa, J.[Juha], Heikkinen, V.[Ville], Tokola, T.[Timo],
Range and AGC normalization in airborne discrete-return LiDAR intensity data for forest canopies,
PandRS(65), No. 4, July 2010, pp. 369-379.
Elsevier DOI 1003
Vegetation; Forestry; Radiometry; Laser scanning; Classification BibRef

Krooks, A., Krooks, A.[Anssi], Hyyppä, J.[Juha], Lyytikäinen-Saarenmaa, P.[Päivi], Jaakkola, A.[Anttoni], Kaasalainen, S.[Sanna],
Using Stationary And Mobile Laser Scanner To Detect Forest Defoliation,
PDF File. 1006

Ahokas, E., Hyyppä, J., Yu, X.W.[Xiao-Wei], Holopainen, M.,
Transmittance of Airborne Laser Scanning Pulses for Boreal Forest Elevation Modeling,
RS(3), No. 7, July 2011, pp. 1365-1379.
DOI Link 1203

Hyyppä, J., Holopainen, M., Olsson, H.,
Laser Scanning in Forests,
RS(4), No. 10, October 2012, pp. 2919-2922.
DOI Link 1210

Yu, X.W.[Xiao-Wei], Hyyppä, H., Kaartinen, H., Hyyppä, J., Ahokas, E., Kaasalainen, S.,
Applicability of first pulse derived digital terrain models for boreal forest zone,
PDF File. 0509

van der Zande, D., Stuckens, J., Verstraeten, W., Muys, B., Coppin, P.,
Assessment of Light Environment Variability in Broadleaved Forest Canopies Using Terrestrial Laser Scanning,
RS(2), No. 6, June 2010, pp. 1564-1574.
DOI Link 1203

Vehmas, M., Eerikäinen, K., Peuhkurinen, J., Packalén, P., Maltamo, M.,
Airborne Laser Scanning for the Site Type Identification of Mature Boreal Forest Stands,
RS(3), No. 1, January 2011, pp. 100-116.
DOI Link 1203

Bater, C.W., Wulder, M.A., Coops, N.C., Nelson, R.F., Hilker, T., Naesset, E.,
Stability of Sample-Based Scanning-LiDAR-Derived Vegetation Metrics for Forest Monitoring,
GeoRS(49), No. 6, June 2011, pp. 2385-2392.

Goodwin, N.R., Coops, N.C., Bater, C.W., Gergel, S.E.,
Assessment of Sub-Canopy Structure in a Complex Coniferous Forest,
PDF File. 0709

Bater, C.W., Coops, N.C., Gergel, S.E., Goodwin, N.R.,
Towards the Estimation of Tree Structural Class in Northwest Coastal Forests Using Lidar Remote Sensing,
PDF File. 0709

Hou, Z.Y.[Zheng-Yang], Xu, Q.[Qing], Tokola, T.[Timo],
Use of ALS, Airborne CIR and ALOS AVNIR-2 data for estimating tropical forest attributes in Lao PDR,
PandRS(66), No. 6, November 2011, pp. 776-786.
Elsevier DOI 1112
ALS; Airborne CIR; ALOS AVNIR-2; Tropical forest; Forest monitoring BibRef

Liu, P.W.[Pang-Wei], Lee, H.[Heezin], Judge, J.[Jasmeet], Wright, W.C.[William C.], Slatton, K.C.[K. Clint],
Prediction of L-band signal attenuation in forests using 3D vegetation structure from airborne LiDAR,
PandRS(66), No. 5, September 2011, pp. 642-651.
Elsevier DOI 1110
Airborne LiDAR; Microwave attenuation; Remote sensing; GPS; 3D vegetation structure BibRef

Wallace, A., Nichol, C., Woodhouse, I.,
Recovery of Forest Canopy Parameters by Inversion of Multispectral LiDAR Data,
RS(4), No. 2, February 2012, pp. 509-531.
DOI Link 1203

Tuominen, S., Haapanen, R.,
Comparison of Grid-Based and Segment-Based Estimation of Forest Attributes Using Airborne Laser Scanning and Digital Aerial Imagery,
RS(3), No. 5, May 2011, pp. 945-961.
DOI Link 1203

Moskal, L.M., Zheng, G.,
Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest,
RS(4), No. 1, January 2012, pp. 1-20.
DOI Link 1203

Zheng, G., Moskal, L.M.,
Computational-Geometry-Based Retrieval of Effective Leaf Area Index Using Terrestrial Laser Scanning,
GeoRS(50), No. 10, October 2012, pp. 3958-3969.

Zheng, G., Ma, L., He, W., Eitel, J.U.H., Moskal, L.M., Zhang, Z.,
Assessing the Contribution of Woody Materials to Forest Angular Gap Fraction and Effective Leaf Area Index Using Terrestrial Laser Scanning Data,
GeoRS(54), No. 3, March 2016, pp. 1475-1487.
Distance measurement BibRef

Zheng, G., Moskal, L.M., Kim, S.H.,
Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning,
GeoRS(51), No. 2, February 2013, pp. 777-786.

Eysn, L., Hollaus, M., Schadauer, K., Pfeifer, N.,
Forest Delineation Based on Airborne LIDAR Data,
RS(4), No. 3, March 2012, pp. 2012, 43, 762-783;.
DOI Link 1204

Wallace, L., Lucieer, A., Watson, C., Turner, D.,
Development of a UAV-LiDAR System with Application to Forest Inventory,
RS(4), No. 6, June 2012, pp. 1519-1543.
DOI Link 1208

Rito Goncalves, G., Gomes Pereira, L.,
A Thorough Accuracy Estimation of DTM Produced From Airborne Full-Waveform Laser Scanning Data of Unmanaged Eucalypt Plantations,
GeoRS(50), No. 8, August 2012, pp. 3256-3266.

Fricker, G., Saatchi, S., Meyer, V., Gillespie, T., Sheng, Y.,
Application of Semi-Automated Filter to Improve Waveform Lidar Sub-Canopy Elevation Model,
RS(4), No. 6, June 2012, pp. 1494-1518.
DOI Link 1208

Leutner, B., Reineking, B., Müller, J., Bachmann, M., Beierkuhnlein, C., Dech, S., Wegmann, M.,
Modelling Forest alpha-Diversity and Floristic Composition: On the Added Value of LiDAR plus Hyperspectral Remote Sensing,
RS(4), No. 9, September 2012, pp. 2818-2845.
DOI Link 1210

Defibaugh y Chávez, J., Tullis, J.,
Deciduous Forest Structure Estimated with LIDAR-Optimized Spectral Remote Sensing,
RS(5), No. 1, January 2013, pp. 155-182.
DOI Link 1302

Pirotti, F.[Francesco], Guarnieri, A.[Alberto], Vettore, A.[Antonio],
Ground filtering and vegetation mapping using multi-return terrestrial laser scanning,
PandRS(76), No. 1, February 2013, pp. 56-63.
Elsevier DOI 1301
Earlier: A2, A1, A3:
Comparison Of Discrete Return And Waveform Terrestrial Laser Scanning For Dense Vegetation Filtering,
DOI Link 1209
Earlier: A1, A2, A3:
Vegetation Characteristics Using Multi-Return Terrestrial Laser Scanner,
DOI Link 1109
Terrestrial laser scanning; Vegetation mapping; Spatial classification; Point cloud processing; DEM/DTM BibRef

Hellesen, T., Matikainen, L.,
An Object-Based Approach for Mapping Shrub and Tree Cover on Grassland Habitats by Use of LiDAR and CIR Orthoimages,
RS(5), No. 2, February 2013, pp. 558-583.
DOI Link 1303

Bremer, M., Rutzinger, M., Wichmann, V.,
Derivation of tree skeletons and error assessment using LiDAR point cloud data of varying quality,
PandRS(80), No. 1, June 2013, pp. 39-50.
Elsevier DOI 1305
Laser scanning; Branch extraction; Skeletonization; Eigenvectors; Data reduction; Object-based point cloud analysis BibRef

Whitehurst, A., Swatantran, A., Blair, J.B., Hofton, M., Dubayah, R.,
Characterization of Canopy Layering in Forested Ecosystems Using Full Waveform Lidar,
RS(5), No. 4, April 2013, pp. 2014-2036.
DOI Link 1305

Ramirez, F.A.[F. Alberto], Armitage, R.P.[Richard P.], Danson, F.M.[F. Mark],
Testing the Application of Terrestrial Laser Scanning to Measure Forest Canopy Gap Fraction,
RS(5), No. 6, 2013, pp. 3037-3056.
DOI Link 1307

Hancock, S., Gaulton, R., Danson, F.M.,
Angular Reflectance of Leaves With a Dual-Wavelength Terrestrial Lidar and Its Implications for Leaf-Bark Separation and Leaf Moisture Estimation,
GeoRS(55), No. 6, June 2017, pp. 3084-3090.
Laser radar, Measurement by laser beam, Scattering, Surface emitting lasers, Vegetation mapping, Wavelength measurement, Laser radar, remote sensing, technology assessment, vegetation BibRef

Leiterer, R.[Reik], Mücke, W.[Werner], Hollaus, M.[Markus], Pfeifer, N.[Norbert], Schaepman, M.E.[Michael E.],
Operational forest structure monitoring using airborne laser scanning,
PFG(2013), No. 3, 2013, pp. 173-184.
DOI Link 1306

Hosoi, F.[Fumiki], Nakai, Y.[Yohei], Omasa, K.[Kenji],
3-D voxel-based solid modeling of a broad-leaved tree for accurate volume estimation using portable scanning lidar,
PandRS(82), No. 1, August 2013, pp. 41-48.
Elsevier DOI 1306
Portable ground-based scanning lidar; Solid model; Voxel; Woody material volume BibRef

Fieber, K.D.[Karolina D.], Davenport, I.J.[Ian J.], Ferryman, J.M.[James M.], Gurney, R.J.[Robert J.], Walker, J.P.[Jeffrey P.], Hacker, J.M.[Jorg M.],
Analysis of full-waveform LiDAR data for classification of an orange orchard scene,
PandRS(82), No. 1, August 2013, pp. 63-82.
Elsevier DOI 1306
Full-waveform; LiDAR; Backscattering coefficient; Classification; Reflectance; Vegetation BibRef

Korpela, I.[Ilkka], Hovi, A.[Aarne], Korhonen, L.[Lauri],
Backscattering of Individual LIDAR Pulses from Forest Canopies Explained by Photogrammetrically Derived Vegetation Structure,
PandRS(83), No. 1, 2013, pp. 81-93.
Elsevier DOI 1307
Earlier: Hannover13(171-176).
DOI Link 1308
Close-range photogrammetry BibRef

Hovi, A., Korpela, I.,
Real and Simulated Waveform Recording LIDAR Data in Boreal Juvenile Forest Vegetation,
DOI Link 1308

Nurminen, K.[Kimmo], Karjalainen, M.[Mika], Yu, X.W.[Xiao-Wei], Hyyppä, J.[Juha], Honkavaara, E.[Eija],
Performance of dense digital surface models based on image matching in the estimation of plot-level forest variables,
PandRS(83), No. 1, 2013, pp. 104-115.
Elsevier DOI 1308
Image matching BibRef

Maguya, A.S.[Almasi S.], Junttila, V.[Virpi], Kauranne, T.[Tuomo],
Adaptive algorithm for large scale DTM interpolation from lidar data for forestry applications in steep forested terrain,
PandRS(85), No. 1, 2013, pp. 74-83.
Elsevier DOI 1310
LiDAR processing BibRef

Pope, G.[Graham], Treitz, P.[Paul],
Leaf Area Index (LAI) Estimation in Boreal Mixedwood Forest of Ontario, Canada Using Light Detection and Ranging (LiDAR) and WorldView-2 Imagery,
RS(5), No. 10, 2013, pp. 5040-5063.
DOI Link 1311

Wang, Q.A.[Qi-Ang], Pang, Y.[Yong], Li, Z.Y.[Zeng-Yuan], Chen, E.[Erxue], Sun, G.Q.[Guo-Qing], Tan, B.X.[Bing-Xiang],
Improvement and Application of the Conifer Forest Multiangular Hybrid GORT Model MGeoSAIL,
GeoRS(51), No. 10, 2013, pp. 5047-5059.
radiative transfer BibRef

Ediriweera, S.[Sisira], Pathirana, S.[Sumith], Danaher, T.[Tim], Nichols, D.[Doland], Moffiet, T.[Trevor],
Evaluation of Different Topographic Corrections for Landsat TM Data by Prediction of Foliage Projective Cover (FPC) in Topographically Complex Landscapes,
RS(5), No. 12, 2013, pp. 6767-6789.
DOI Link 1402
Impact Of Different Topographic Corrections On Prediction Accuracy Of Foliage Projective Cover (FPC) in a Topographically Complex Terrain,
AnnalsPRS(I-7), No. 2012, pp. 123-128.
HTML Version. 1209

Wallace, A.M., McCarthy, A., Nichol, C.J., Ren, X., Morak, S., Martinez-Ramirez, D., Woodhouse, I.H., Buller, G.S.,
Design and Evaluation of Multispectral LiDAR for the Recovery of Arboreal Parameters,
GeoRS(52), No. 8, August 2014, pp. 4942-4954.
Instruments BibRef

Torabzadeh, H.[Hossein], Morsdorf, F.[Felix], Schaepman, M.E.[Michael E.],
Fusion of imaging spectroscopy and airborne laser scanning data for characterization of forest ecosystems: A review,
PandRS(97), No. 1, 2014, pp. 25-35.
Elsevier DOI 1410
Forest ecosystems BibRef

Pueschel, P.[Pyare], Newnham, G.[Glenn], Hill, J.[Joachim],
Retrieval of Gap Fraction and Effective Plant Area Index from Phase-Shift Terrestrial Laser Scans,
RS(6), No. 3, 2014, pp. 2601-2627.
DOI Link 1404
Gaps in the canopy. BibRef

Räsänen, A.[Aleksi], Kuitunen, M.[Markku], Tomppo, E.[Erkki], Lensu, A.[Anssi],
Coupling high-resolution satellite imagery with ALS-based canopy height model and digital elevation model in object-based boreal forest habitat type classification,
PandRS(94), No. 1, 2014, pp. 169-182.
Elsevier DOI 1407
Habitat type mapping BibRef

Valbuena, R.[Rubén], Vauhkonen, J.[Jari], Packalen, P.[Petteri], Pitkänen, J.H.[Ju-Ho], Maltamo, M.[Matti],
Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curves,
PandRS(95), No. 1, 2014, pp. 23-33.
Elsevier DOI 1408
Forest structure BibRef

Parent, J.R.[Jason R.], Volin, J.C.[John C.],
Assessing the potential for leaf-off LiDAR data to model canopy closure in temperate deciduous forests,
PandRS(95), No. 1, 2014, pp. 134-145.
Elsevier DOI 1408
LiDAR BibRef

Vauhkonen, J.[Jari], Næsset, E.[Erik], Gobakken, T.[Terje],
Deriving airborne laser scanning based computational canopy volume for forest biomass and allometry studies,
PandRS(96), No. 1, 2014, pp. 57-66.
Elsevier DOI 1410
Light Detection and Ranging (LiDAR) BibRef

Ene, L., Naesset, E., Gobakken, T.,
Simulating Sampling Efficiency in Airborne Laser Scanning Based Forest Inventory,
PDF File. 0709

Othmani, A.[Ahlem], Voon, L.F.C.L.Y.[Lew F.C. Lew Yan], Stolz, C.[Christophe], Piboule, A.[Alexandre],
Single tree species classification from Terrestrial Laser Scanning data for forest inventory,
PRL(34), No. 16, 2013, pp. 2144-2150.
Elsevier DOI 1310
Single tree species classification BibRef

Othmani, A.[Ahlem], Lomenie, N.[Nicolas], Piboule, A.[Alexandre], Stolz, C.[Christophe], Voon, L.F.C.L.Y.[Lew F.C. Lew Yan],
Region-based segmentation on depth images from a 3D reference surface for tree species recognition,
Forest inventory BibRef

Wallace, L.O., Lucieer, A., Watson, C.S.,
Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data,
GeoRS(52), No. 12, December 2014, pp. 7619-7628.
Assessing the Feasibility of UAV-Based LIDAR for High Resolution Forest Change Detection,
DOI Link 1209

Paris, C., Bruzzone, L.,
A Three-Dimensional Model-Based Approach to the Estimation of the Tree Top Height by Fusing Low-Density LiDAR Data and Very High Resolution Optical Images,
GeoRS(53), No. 1, January 2015, pp. 467-480.
geophysical techniques BibRef

Peng, S.Z.[Shou-Zhang], Zhao, C.Y.[Chuan-Yan], Xu, Z.L.[Zhong-Lin],
Modeling spatiotemporal patterns of understory light intensity using airborne laser scanner (LiDAR),
PandRS(97), No. 1, 2014, pp. 195-203.
Elsevier DOI 1410
LiDAR BibRef

Peterson, B.[Birgit], Nelson, K.J.[Kurtis J.],
Mapping Forest Height in Alaska Using GLAS, Landsat Composites, and Airborne LiDAR,
RS(6), No. 12, 2014, pp. 12409-12426.
DOI Link 1412

Fayad, I.[Ibrahim], Baghdadi, N.[Nicolas], Bailly, J.S.[Jean-Stéphane], Barbier, N.[Nicolas], Gond, V.[Valéry], Hérault, B.[Bruno], El Hajj, M.[Mahmoud], Fabre, F.[Frédéric], Perrin, J.[José],
Regional Scale Rain-Forest Height Mapping Using Regression-Kriging of Spaceborne and Airborne LiDAR Data: Application on French Guiana,
RS(8), No. 3, 2016, pp. 240.
DOI Link 1604

Ryding, J.[Joseph], Williams, E.[Emily], Smith, M.J.[Martin J.], Eichhorn, M.P.[Markus P.],
Assessing Handheld Mobile Laser Scanners for Forest Surveys,
RS(7), No. 1, 2015, pp. 1095-1111.
DOI Link 1502

Ma, H.[Han], Song, J.L.[Jin-Ling], Wang, J.D.[Jin-Di],
Forest Canopy LAI and Vertical FAVD Profile Inversion from Airborne Full-Waveform LiDAR Data Based on a Radiative Transfer Model,
RS(7), No. 2, 2015, pp. 1897-1914.
DOI Link 1503

Parent, J.R.[Jason R.], Volin, J.C.[John C.], Civco, D.L.[Daniel L.],
A fully-automated approach to land cover mapping with airborne LiDAR and high resolution multispectral imagery in a forested suburban landscape,
PandRS(104), No. 1, 2015, pp. 18-29.
Elsevier DOI 1505
Land cover BibRef

Lindberg, E.[Eva], Roberge, J.M.[Jean-Michel], Johansson, T.[Therese], Hjältén, J.[Joakim],
Can Airborne Laser Scanning (ALS) and Forest Estimates Derived from Satellite Images Be Used to Predict Abundance and Species Richness of Birds and Beetles in Boreal Forest?,
RS(7), No. 4, 2015, pp. 4233-4252.
DOI Link 1505

Shang, X.X.[Xiao-Xia], Chazette, P.[Patrick],
End-to-End Simulation for a Forest-Dedicated Full-Waveform Lidar Onboard a Satellite Initialized from Airborne Ultraviolet Lidar Experiments,
RS(7), No. 5, 2015, pp. 5222-5255.
DOI Link 1506

Kolecka, N.[Natalia], Kozak, J.[Jacek], Kaim, D.[Dominik], Dobosz, M.[Monika], Ginzler, C.[Christian], Psomas, A.[Achilleas],
Mapping Secondary Forest Succession on Abandoned Agricultural Land with LiDAR Point Clouds and Terrestrial Photography,
RS(7), No. 7, 2015, pp. 8300.
DOI Link 1506

Kent, R.[Rafi], Lindsell, J.A.[Jeremy A.], Laurin, G.V.[Gaia Vaglio], Valentini, R.[Riccardo], Coomes, D.A.[David A.],
Airborne LiDAR Detects Selectively Logged Tropical Forest Even in an Advanced Stage of Recovery,
RS(7), No. 7, 2015, pp. 8348.
DOI Link 1506

Montealegre, A.L.[Antonio Luis], Lamelas, M.T.[María Teresa], de la Riva, J.[Juan],
Interpolation Routines Assessment in ALS-Derived Digital Elevation Models for Forestry Applications,
RS(7), No. 7, 2015, pp. 8631.
DOI Link 1506

Gökkaya, K.[Kemal], Thomas, V.A.[Valerie A.], Noland, T.L.[Thomas L.], McCaughey, H.[Harry], Morrison, I.[Ian], Treitz, P.[Paul],
Prediction of Macronutrients at the Canopy Level Using Spaceborne Imaging Spectroscopy and LiDAR Data in a Mixedwood Boreal Forest,
RS(7), No. 7, 2015, pp. 9045.
DOI Link 1506

Junttila, V., Kauranne, T., Finley, A.O., Bradford, J.B.,
Linear Models for Airborne-Laser-Scanning-Based Operational Forest Inventory With Small Field Sample Size and Highly Correlated LiDAR Data,
GeoRS(53), No. 10, October 2015, pp. 5600-5612.
remote sensing by laser beam BibRef

Yang, H.Q.[Hai-Quan], Chen, W.[Wenlong], Qian, T.[Tianlu], Shen, D.[Dingtao], Wang, J.[Jiechen],
The Extraction of Vegetation Points from LiDAR Using 3D Fractal Dimension Analyses,
RS(7), No. 8, 2015, pp. 10815.
DOI Link 1509

Junttila, S.[Samuli], Kaasalainen, S.[Sanna], Vastaranta, M.[Mikko], Hakala, T.[Teemu], Nevalainen, O.[Olli], Holopainen, M.[Markus],
Investigating Bi-Temporal Hyperspectral Lidar Measurements from Declined Trees: Experiences from Laboratory Test,
RS(7), No. 10, 2015, pp. 13863.
DOI Link 1511

Bonnet, S.[Stéphanie], Gaulton, R.[Rachel], Lehaire, F.[François], Lejeune, P.[Philippe],
Canopy Gap Mapping from Airborne Laser Scanning: An Assessment of the Positional and Geometrical Accuracy,
RS(7), No. 9, 2015, pp. 11267.
DOI Link 1511

Ma, L., Zheng, G., Eitel, J.U.H., Moskal, L.M., He, W., Huang, H.,
Improved Salient Feature-Based Approach for Automatically Separating Photosynthetic and Nonphotosynthetic Components Within Terrestrial Lidar Point Cloud Data of Forest Canopies,
GeoRS(54), No. 2, February 2016, pp. 679-696.
Accuracy BibRef

Dupuis, J.[Jan], Paulus, S.[Stefan], Mahlein, A.K.[Anne-Katrin], Kuhlmann, Eichert, T.[Thomas],
The Impact of different Leaf Surface Tissues on active 3D Laser Triangulation Measurements,
PFG(2015), No. 6, 2015, pp. 437-447.
DOI Link 1601

Shang, X.X.[Xiao-Xia], Chazette, P.[Patrick], Totems, J.[Julien], Dieudonné, E.[Elsa], Hamonou, E.[Eric], Duflot, V.[Valentin], Strasberg, D.[Dominique], Flores, O.[Olivier], Fournel, J.[Jacques], Tulet, P.[Pierre],
Tropical Forests of Réunion Island Classified from Airborne Full-Waveform LiDAR Measurements,
RS(8), No. 1, 2016, pp. 43.
DOI Link 1602

Liang, X.L.[Xin-Lian], Kankare, V.[Ville], Hyyppä, J.[Juha], Wang, Y.S.[Yun-Sheng], Kukko, A.[Antero], Haggrén, H.[Henrik], Yu, X.W.[Xiao-Wei], Kaartinen, H.[Harri], Jaakkola, A.[Anttoni], Guan, F.Y.[Feng-Ying], Holopainen, M.[Markus], Vastaranta, M.[Mikko],
Terrestrial laser scanning in forest inventories,
PandRS(115), No. 1, 2016, pp. 63-77.
Elsevier DOI 1604
Forest inventory BibRef

Saarinen, N.[Ninni], Kankare, V.[Ville], Vastaranta, M.[Mikko], Luoma, V.[Ville], Pyörälä, J.[Jiri], Tanhuanpää, T.[Topi], Liang, X.[Xinlian], Kaartinen, H.[Harri], Kukko, A.[Antero], Jaakkola, A.[Anttoni], Yu, X.W.[Xiao-Wei], Holopainen, M.[Markus], Hyyppä, J.[Juha],
Feasibility of Terrestrial laser scanning for collecting stem volume information from single trees,
PandRS(123), No. 1, 2017, pp. 140-158.
Elsevier DOI 1612
Forest mensuration BibRef

Zhao, X.Q.[Xiao-Qian], Guo, Q.H.[Qing-Hua], Su, Y.[Yanjun], Xue, B.L.[Bao-Lin],
Improved progressive TIN densification filtering algorithm for airborne LiDAR data in forested areas,
PandRS(117), No. 1, 2016, pp. 79-91.
Elsevier DOI 1605
Light detection and ranging BibRef

Kelbe, D., van Aardt, J., Romanczyk, P., van Leeuwen, M., Cawse-Nicholson, K.,
Marker-Free Registration of Forest Terrestrial Laser Scanner Data Pairs With Embedded Confidence Metrics,
GeoRS(54), No. 7, July 2016, pp. 4314-4330.
Imaging BibRef

Kelbe, D., van Aardt, J., Romanczyk, P., van Leeuwen, M., Cawse-Nicholson, K.,
Multiview Marker-Free Registration of Forest Terrestrial Laser Scanner Data With Embedded Confidence Metrics,
GeoRS(55), No. 2, February 2017, pp. 729-741.
forestry BibRef

Niemi, M.T.[Mikko T.], Vauhkonen, J.[Jari],
Extracting Canopy Surface Texture from Airborne Laser Scanning Data for the Supervised and Unsupervised Prediction of Area-Based Forest Characteristics,
RS(8), No. 7, 2016, pp. 582.
DOI Link 1608

Oshio, H., Asawa, T.,
Estimating the Solar Transmittance of Urban Trees Using Airborne LiDAR and Radiative Transfer Simulation,
GeoRS(54), No. 9, September 2016, pp. 5483-5492.
airborne radar BibRef

You, H.[Haotian], Wang, T.J.[Tie-Jun], Skidmore, A.K.[Andrew K.], Xing, Y.Q.[Yan-Qiu],
Quantifying the Effects of Normalisation of Airborne LiDAR Intensity on Coniferous Forest Leaf Area Index Estimations,
RS(9), No. 2, 2017, pp. xx-yy.
DOI Link 1703

Dechesne, C.[Clément], Mallet, C.[Clément], Le Bris, A.[Arnaud], Gouet-Brunet, V.[Valérie],
Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery,
PandRS(126), No. 1, 2017, pp. 129-145.
Elsevier DOI 1704
Lidar BibRef

Dechesne, C.[Clément], Mallet, C.[Clément], Le Bris, A.[Arnaud], Gouet, V.[Valérie], Hervieu, A.[Alexandre],
Forest Stand Segmentation Using Airborne Lidar Data And Very High Resolution Multispectral Imagery,
ISPRS16(B3: 207-214).
DOI Link 1610

Awaya, Y.[Yoshio], Takahashi, T.[Tomoaki],
Evaluating the Differences in Modeling Biophysical Attributes between Deciduous Broadleaved and Evergreen Conifer Forests Using Low-Density Small-Footprint LiDAR Data,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link 1706

Jaakkola, A.[Anttoni], Hyyppä, J.[Juha], Yu, X.W.[Xiao-Wei], Kukko, A.[Antero], Kaartinen, H.[Harri], Liang, X.L.[Xin-Lian], Hyyppä, H.[Hannu], Wang, Y.S.[Yun-Sheng],
Autonomous Collection of Forest Field Reference: The Outlook and a First Step with UAV Laser Scanning,
RS(9), No. 8, 2017, pp. xx-yy.
DOI Link 1708

Piiroinen, R.[Rami], Heiskanen, J.[Janne], Maeda, E.[Eduardo], Viinikka, A.[Arto], Pellikka, P.[Petri],
Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning,
RS(9), No. 9, 2017, pp. xx-yy.
DOI Link 1711

Shen, X.[Xin], Cao, L.[Lin],
Tree-Species Classification in Subtropical Forests Using Airborne Hyperspectral and LiDAR Data,
RS(9), No. 11, 2017, pp. xx-yy.
DOI Link 1712

Fuse, T., Hiramatsu, D., Nakanishi, W.,
Multi-target Detection From Full-waveform Airborne Laser Scanner Using PHD Filter,
ISPRS16(B5: 647-652).
DOI Link 1610
PHD: probability hypothesis density. Forest and vegetation. BibRef

Stelling, N., Richter, K.,
Voxel Based Representation Of Full-waveform Airborne Laser Scanner Data For Forestry Applications,
ISPRS16(B8: 755-762).
DOI Link 1610

Monnet, J.M., Ginzler, C., Clivaz, J.C.,
Wide-area Mapping Of Forest With National Airborne Laser Scanning And Field Inventory Datasets,
ISPRS16(B8: 727-731).
DOI Link 1610

Kalwar, O.P.P.[Om Prakash Prasad], Hussin, Y.A.[Yousif A.], Weir, M.J.C.[Michael J.C.], Karna, Y.K.[Yogendra K.],
Derivation Of Forest Inventory Parameters For Carbon Estimation Using Terrestrial Lidar,
ISPRS16(B8: 677-684).
DOI Link 1610

Rybansky, M., Brenova, M., Zerzan, P., Simon, J., Mikita, T.,
Methods For The Update And Verification of Forest Surface Model,
ISPRS16(B4: 51-54).
DOI Link 1610

Crespo-Peremarch, P., Ruiz, L.A., Balaguer-Beser, A., Estornell, J.,
Analysis Of The Side-lap Effect On Full-waveform Lidar Data Acquisition For The Estimation Of Forest Structure Variables,
ISPRS16(B8: 603-610).
DOI Link 1610

Bournez, E., Landes, T., Saudreau, M., Kastendeuch, P., Najjar, G.,
Impact Of Level Of Details In The 3d Reconstruction Of Trees For Microclimate Modeling,
ISPRS16(B8: 257-264).
DOI Link 1610

Gorte, B., Oude Elberink, S., Sirmacek, B., Wang, J.,
IQPC 2015 Track: Tree Separation and Classification in Mobile Mapping LIDAR Data,
DOI Link 1602

Maset, E.[Eleonora], Carniel, R.[Roberto], Crosilla, F.[Fabio],
Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps,
Springer DOI 1511

Song, X.P., Tang, H.,
Accuracy Assessment of Landsat-Derived Continuous Fields of Tree Cover Products Using Airborne Lidar Data in the Eastern United States,
DOI Link 1508

Pirotti, F., Guarnieri, A., Masiero, A., Vettore, A., Lingua, E.,
Processing lidar waveform data for 3D visual assessment of forest environments,
DOI Link 1411

Richter, K., Stelling, N., Maas, H.G.,
Correcting attenuation effects caused by interactions in the forest canopy in full-waveform airborne laser scanner data,
DOI Link 1404

Bordin, F., Teixeira, E.C., Rolim, S.B.A., Tognoli, F.M.W., Souza, C.N., Veronez, M.R.,
Analysis of the Influence of Distance on Data Acquisition Intensity Forestry Targets by a LIDAR Technique with Terrestrial Laser Scanner,
HTML Version. 1311

Wu, Z.[Zhengzhe], Heikkinen, V.[Ville], Hauta-Kasari, M.[Markku], Parkkinen, J.[Jussi], Tokola, T.[Timo],
Forest Stand Delineation Using a Hybrid Segmentation Approach Based on Airborne Laser Scanning Data,
Springer DOI 1311

Zhou, M., Liu, M.H., Zhang, Z., Wang, J.H.,
Enhanced Component Detection Algorithm of Full-Waveform LIDAR Data,
DOI Link 1308
forests among other issues. BibRef

Kim, S., Lee, I., Lee, M.,
Lidar Waveform Simulation Over Complex Targets,
DOI Link 1209

Wang, C.K.,
Exploring Weak and Overlapped Returns of a Lidar Waveform with a Wavelet-Based Echo Detector,
DOI Link 1209

Endo, T., Sawada, Y., Kobayashi, T., Sawada, H.,
Developing a 3D Waveform Lidar Simulator FOR Forest,
DOI Link 1209

Bohlin, J., Wallerman, J., Olsson, H., Fransson, J.E.S.,
Species-specific Forest Variable Estimation Using Non-parametric Modeling Of Multi-spectral Photogrammetric Point Cloud Data,
DOI Link 1209

Chhatkuli, S., Mano, K., Kogure, T., Tachibana, K., Shimamura, H.,
Full Waveform Lidar Exploitation Technique And Its Evaluation In The Mixed Forest Hilly Region,
DOI Link 1209

Song, Y.K.[Young-Keun], Maki, M.[Masayasu], Imanishi, J.[Junichi], Morimoto, Y.[Yukihiro],
Voxel-Based Estimation Of Plant Area Density From Airborne Laser Scanner Data,
DOI Link 1109

Vastaranta, M.[Mikko], Korpela, I.[Ilkka], Uotila, A.[Antti], Hovi, A.[Aarne], Holopainen, M.[Markus],
Area-Based Snow Damage Classification of Forest Canopies Using Bi-Temporal Lidar Data,
DOI Link 1109

Bienert, A., Queck, R., Schmidt, A., Bernhofer, C., Maas, H.G.,
Voxel Space Analysis Of Terrestrial Laser Scans In Forests For Wind Field Modeling,
PDF File. 1006

Hermosilla, T., Almonacid, J., Fernández-Sarría, A., Ruiz, L.A., Recio, J.A.,
Combining Features Extracted from Imagery and Lidar Data for Object-Oriented Classification of Forest Areas,
PDF File. 1007

Petr, M., Smith, M., Suaréz, J.C.,
Object-Based Approach for Mapping Complex Forest Structure Phases Using LIDAR Data,
PDF File. 1007

Baligh, A., Valadan Zoej, M.J., Mohammadzadeh, A.,
Bare Earth Extraction from Airborne LIDAR Data Using Different Filtering Methods,
ISPRS08(B3b: 237 ff).
PDF File. 0807

Tang, F.F., Liu, J.N., Zhang, X.H., Ruan, Z.M.,
Derivation of Digital Terrain Model in Forested Area with Airborne LIDAR Data,
ISPRS08(B3b: 343 ff).
PDF File. 0807

Pál, I.[István],
Measurements of Forest Inventory Parameters on Terrestrial Laser Scanning Data Using Digital Geometry and Topology,
ISPRS08(B3b: 373 ff).
PDF File. 0807

Bao, Y.F.[Yun-Fei], Li, G.P.[Guo-Ping], Cao, C.X.[Chun-Xiang], Li, X.W.[Xiao-Wen], Zhang, H.[Hao], He, Q.S.[Qi-Sheng], Bai, L.Y.[Lin-Yan], Chang, C.Y.[Chao-Yi],
Classification of LIDAR Point Cloud and Generation of DTM from LIDAR Height and Intensity Data In Forested Area,
ISPRS08(B3b: 313 ff).
PDF File. 0807

Hill, R.A.,
Going Undercover: Mapping Woodland Understorey from Leaf-On and Leaf-Off Lidar Data,
PDF File. 0709

Hopkinson, C., Chasmer, L.,
Modelling Canopy Gap Fraction from Lidar Intensity,
PDF File. 0709

Chasmer, L., Barr, A., Black, A., Hopkinson, C., Kljun, N., McCaughey, J.H., Treitz, P.,
Using Airborne Lidar for the Assessment of Canopy Structure Influences on CO2 Fluxes,
PDF File. 0709

Gross, H., Jutzi, B., Thoennessen, U.,
Segmentation of Tree Regions Using Data of a Full-Waveform Laser,
PDF File. 0711

Straatsma, M., Middelkoop, H.,
Extracting Structural Characteristics of Dormant Herbaceous Floodplain Vegetation from Airborne Laser Scanner Data,
PDF File. 0709

Mehtätalo, L., Maltamo, M., Packalen, P.,
Recovering Plot-Specific Diameter Distribution and Height-Diameter Curve Using ALS Based Stand Characteristics,
PDF File. 0709

Maltamo, M., Packalén, P., Peuhkurinen, J., Suvanto, A., Pesonen, A., Hyyppä, J.,
Experiences and Possibilities of ALS Based Forest Inventory in Finland,
PDF File. 0709

Kukko, A., Hyyppä, J.,
Laser Scanner Simulator for System Analysis and Algorithm Development: a Case with Forest Measurements,
PDF File. 0709

Kobler, A., Ogrinc, P.,
REIN Algorithm and the Influence of Point Cloud Density on nDSM and DTM Precision in a Submediterranean Forest,
PDF File. 0709

Gobakken, T., Naesset, E.,
Assessing Effects of Laser Point Density on Biophysical Stand Properties Derived from Airborne Laser Scanner Data in Mature Forest,
PDF File. 0709

Ginzler, C., Boehl, J., Boesch, R., Waser, L.T.,
Accuracy of Forest Parameters Derived from Medium Footprint Lidar under Operational Constraints,
PDF File. 0709

Fleck, S., Obertreiber, N., Schmidt, I., Brauns, M., Jungkunst, H., Leuschner, C.,
Terrestrial Lidar Measurents for Analysing Canopy Structure in an Old-Growth Forest,
PDF File. 0709

Gatziolis, D.,
Lidar-Derived Site Index in the U.S. Pacific Northwest: Challenges and Opportunities,
PDF File. 0709

Boyd, D.S., Hill, R.A.,
Validation of Airborne Lidar Intensity Values from a Forested Landscape Using HYMAP data: Preliminary Analyses,
PDF File. 0709

Bollandsås, O.M., Hanssen, K.H., Marthiniussen, S., Naesset, E.,
Using Airborne Small-Footprint Laser Scanner to Assess the Quantity of Seedlings in an Uneven-Aged Spruce Forest,
PDF File. 0709

Kwak, D.A., Lee, W.K., Cho, H.K.,
Estimation of LAI Using LiDAR Remote Sensing in Forest,
PDF File. 0709

Wezyk, P., Koziol, K., Glista, M., Pierzchalski, M.,
Terrestrial Laser Scanning Versus Traditional Forest Inventory First Results from the Polish Forests,
PDF File. 0709

Morsdorf, F.[Felix], Mårell, A.[Anders], Rigolot, E.[Eric], Allgöwer, B.[Britta],
A role for Airborne Laser Scanning Intensity Data in Vertical Stratification of Multilayered Ecosystems,
Laser09(141). 0909

Morsdorf, F., Koetz, B., Meier, E., Itten, K.I., Allgöwer, B.,
The potential of discrete return, small footprint airborne laser scanning data for vegetation density estimation,
PDF File. 0509

Maier, B., Tiede, D., Dorren, L.,
Assessing mountain forest structure using airborne laser scanning and landscape metrics,
PDF File. 0607

Schardt, M.[Mathias], Ziegler, M.[Michaela], Wimmer, A.[Andreas], Wack, R.[Roland], Hyyppä, J.[Juha],
Assessment of Forest Parameters by Means of Laser Scanning,
PCV02(A: 302). 0305

Andersen, H.E.[Hans-Erik], Reutebuch, S.E.[Stephen E.], Schreuder, G.F.[Gerard F.],
Bayesian Object Recognition for the Analysis of Complex Forest Scenes in Airborne Laser Scanner Data,
PCV02(A: 35). 0305

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