Airborne laser scanning of forest resources: An overview of research in Italy as a commentary case study
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Michele Dalponte | Damiano Gianelle | Gherardo Chirici | Alessandro Montaghi | Piermaria Corona | Håkan Olsson | H. Olsson | P. Corona | M. Dalponte | D. Gianelle | G. Chirici | A. Montaghi | P. Corona | Håkan Olsson | Alessandro Montaghi | Piermaria Corona | Håkan Olsson
[1] Lorenzo Bruzzone,et al. A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[2] E. Næsset. Accuracy of forest inventory using airborne laser scanning: evaluating the first nordic full-scale operational project , 2004 .
[3] M. Nieuwenhuis,et al. Retrieval of forest structural parameters using LiDAR remote sensing , 2010, European Journal of Forest Research.
[4] S. Reutebuch,et al. Light detection and ranging (LIDAR): an emerging tool for multiple resource inventory. , 2005 .
[5] Piermaria Corona,et al. Area-based assessment of forest standing volume by field measurements and airborne laser scanner data , 2009 .
[6] Marco Moriondo,et al. Use of ground and LiDAR data to model the NPP of a Mediterranean pine forest , 2011 .
[7] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[8] Alessandro Montaghi,et al. Use of ETM+ images to extend stem volume estimates obtained from LiDAR data , 2011 .
[9] Robert C. Parker,et al. An Application of LiDAR in a Double-Sample Forest Inventory , 2004 .
[10] M. Nilsson. Estimation of tree heights and stand volume using an airborne lidar system , 1996 .
[11] W. Krabill,et al. Gross-merchantable timber volume estimation using an airborne lidar system , 1986 .
[12] Lorenzo Bruzzone,et al. Mapping and modeling forest tree volume using forest inventory and airborne laser scanning , 2011, European Journal of Forest Research.
[13] Francesco Pirotti,et al. Analysis of full-waveform LiDAR data for forestry applications: a review of investigations and methods , 2011 .
[14] E. Næsset,et al. Estimating tree heights and number of stems in young forest stands using airborne laser scanner data , 2001 .
[15] Alistair M. S. Smith,et al. Discrete Return Lidar in Natural Resources: Recommendations for Project Planning, Data Processing, and Deliverables , 2009, Remote. Sens..
[16] R. Nelson,et al. Model-based inference for biomass estimation in a LiDAR sample survey in Hedmark County, Norway , 2011 .
[17] Terje Gobakken,et al. Sampling and Mapping Forest Volume and Biomass Using Airborne LIDARs , 2009 .
[18] Håkan Olsson,et al. Prediction of tree biomass in the forest-tundra ecotone using airborne laser scanning , 2012 .
[19] W. Cohen,et al. Lidar Remote Sensing for Ecosystem Studies , 2002 .
[20] S. Durrieu,et al. Advanced full-waveform lidar data echo detection: Assessing quality of derived terrain and tree height models in an alpine coniferous forest , 2009 .
[21] P. Krzystek,et al. Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data , 2012 .
[22] E. Næsset. Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia , 2007 .
[23] A. Getis. The Analysis of Spatial Association by Use of Distance Statistics , 2010 .
[24] Ross A. Hill,et al. Quality assurance and quality control procedures of airborne scanning LiDAR for a nation-wide carbon inventory of planted forests. , 2008 .
[25] Sorin C. Popescu,et al. Mapping surface fuel models using lidar and multispectral data fusion for fire behavior , 2008 .
[26] David J. Harding,et al. Lidar Altimeter Measurements of Canopy Structure: Methods and Validation for Closed Canopy, Broadleaf Forests , 2013 .
[27] Lewis Graham,et al. The LAS 1.1 Standard , 2005 .
[28] Benjamin Koetz,et al. Multi-source land cover classification for forest fire management based on imaging spectrometry and LiDAR data , 2008 .
[29] Jean Serra,et al. Image Analysis and Mathematical Morphology , 1983 .
[30] Michele Dalponte,et al. The role of ground reference data collection in the prediction of stem volume with LiDAR data in mountain areas , 2011 .
[31] Mikko Inkinen,et al. A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners , 2001, IEEE Trans. Geosci. Remote. Sens..
[32] A Abramo,et al. Dalla dendrometria diametrica alla dendrometria ipsometrica: stima del volume degli alberi da rilievi laser-scanning , 2007 .
[33] J. Hyyppä,et al. Review of methods of small‐footprint airborne laser scanning for extracting forest inventory data in boreal forests , 2008 .
[34] Piermaria Corona,et al. Area-based lidar-assisted estimation of forest standing volume , 2008 .
[35] E. Næsset,et al. Weibull and percentile models for lidar-based estimation of basal area distribution , 2005 .
[36] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[37] Emilio Chuvieco,et al. Estimation of Fuel Conditions for Fire Danger Assessment , 2009 .
[38] E. Næsset. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data , 2002 .
[39] Göran Ståhl,et al. Model-assisted estimation of biomass in a LiDAR sample survey in Hedmark County, NorwayThis article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time. , 2011 .
[40] Lorenzo Bruzzone,et al. Analysis on the Use of Multiple Returns LiDAR Data for the Estimation of Tree Stems Volume , 2009, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[41] Håkan Olsson,et al. Combining optical satellite data and airborne laser scanner data for vegetation classification , 2012 .
[42] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[43] Andrew Thomas Hudak,et al. LiDAR Utility for Natural Resource Managers , 2009, Remote. Sens..
[44] J. Reitberger,et al. Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees , 2008 .
[45] P. Axelsson. DEM Generation from Laser Scanner Data Using Adaptive TIN Models , 2000 .
[46] D. Mannes,et al. A national overview of airborne lidar application in Australian forest agencies. , 2011 .
[47] Marco Bindi,et al. Modelling the forest carbon budget of a Mediterranean region through the integration of ground and satellite data , 2009 .
[48] Peter Axelsson,et al. Processing of laser scanner data-algorithms and applications , 1999 .
[49] Lorenzo Bruzzone,et al. Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas , 2008, IEEE Transactions on Geoscience and Remote Sensing.
[50] Aloysius Wehr,et al. Airborne laser scanning—an introduction and overview , 1999 .
[51] J. Holmgren. Prediction of tree height, basal area and stem volume in forest stands using airborne laser scanning , 2004 .
[52] F. M. Danson,et al. Multispectral and LiDAR data fusion for fuel type mapping using Support Vector Machine and decision rules , 2011 .
[53] Pat Langley,et al. Selection of Relevant Features and Examples in Machine Learning , 1997, Artif. Intell..
[54] Juha Hyyppä,et al. Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data , 2012 .
[55] J. Holmgren,et al. Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods , 2010 .
[56] N. Coops,et al. High Spatial Resolution Remotely Sensed Data for Ecosystem Characterization , 2004 .
[57] Ron Kohavi,et al. Wrappers for feature selection , 1997 .
[58] Mark O. Kimberley,et al. Airborne scanning LiDAR in a double sampling forest carbon inventory , 2012 .
[59] M. Flood,et al. LiDAR remote sensing of forest structure , 2003 .
[60] E. Næsset,et al. Laser scanning of forest resources: the nordic experience , 2004 .
[61] B. Koch,et al. Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: application of multiple optical/LiDAR-derived predictors , 2010 .
[62] D. A. Hill,et al. Combined high-density lidar and multispectral imagery for individual tree crown analysis , 2003 .
[63] Paul A. Longley,et al. Quantifying Interpolation Errors in Urban Airborne Laser Scanning Models , 2005 .
[64] A. Petroselli. LIDAR Data and Hydrological Applications at the Basin Scale , 2012 .
[65] Erik Næsset,et al. Assessing sensor effects and effects of leaf-off and leaf-on canopy conditions on biophysical stand properties derived from small-footprint airborne laser data , 2005 .
[66] R. Dubayah,et al. Integrating waveform lidar with hyperspectral imagery for inventory of a northern temperate forest , 2008 .
[67] Erik Næsset,et al. Estimating above-ground biomass in young forests with airborne laser scanning , 2011 .
[68] M. Neteler,et al. Fusion of airborne LiDAR and satellite multispectral data for the estimation of timber volume in the Southern Alps , 2011 .
[69] M. Lefsky,et al. Laser altimeter canopy height profiles: methods and validation for closed-canopy, broadleaf forests , 2001 .
[70] M. Wulder,et al. THE CURRENT STATUS OF LASER SCANNING OF FORESTS IN CANADA AND AUSTRALIA , 2003 .
[71] P. Atkinson,et al. Deriving DSMs from LiDAR data with kriging , 2002 .
[72] S. Reutebuch,et al. Estimating forest canopy fuel parameters using LIDAR data , 2005 .
[73] M. Maltamo,et al. Combining ALS and NFI training data for forest management planning: a case study in Kuortane, Western Finland , 2009, European Journal of Forest Research.
[74] Piermaria Corona,et al. Airborne Laser Scanning to support forest resource management under alpine, temperate and Mediterranean environments in Italy , 2012 .
[75] L. Monika Moskal,et al. Fusion of LiDAR and imagery for estimating forest canopy fuels , 2010 .
[76] George Alan Blackburn,et al. Quantifying the spatial properties of forest canopy gaps using LiDAR imagery and GIS , 2004 .
[77] E. Næsset. Practical large-scale forest stand inventory using a small-footprint airborne scanning laser , 2004 .
[78] E. Næsset. Estimating timber volume of forest stands using airborne laser scanner data , 1997 .
[79] P. Corona. Integration of forest mapping and inventory to support forest management , 2010 .
[80] R. Nelson,et al. Determining forest canopy characteristics using airborne laser data , 1984 .
[81] Francesco Sepic,et al. Automatic detection of dominated vegetation under canopy using Airborne Laser Scanning data , 2008 .
[82] E. Anderson,et al. LIDAR density and linear interpolator effects on elevation estimates , 2005 .
[83] G. Scrinzi,et al. Stima su base LiDAR delle provvigioni legnose forestali: uno studio per la Foresta di Paneveggio , 2010 .
[84] P. Gessler,et al. Regression modeling and mapping of coniferous forest basal area and tree density from discrete-return lidar and multispectral satellite data , 2006 .
[85] S. Popescu,et al. Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass , 2003 .
[86] Fabio Crosilla,et al. Assessing the 3d Structure of the Single Crowns in Mixed Alpine Forests , 2007 .
[87] E. Næsset. Determination of mean tree height of forest stands using airborne laser scanner data , 1997 .
[88] J. Hyyppä,et al. EXPERIENCES AND POSSIBILITIES OF ALS BASED FOREST INVENTORY IN FINLAND , 2007 .
[89] Benoît St-Onge,et al. Spatially explicit characterization of boreal forest gap dynamics using multi-temporal lidar data , 2008 .
[90] Juha Hyyppä,et al. Forest Inventory Using Small-Footprint Airborne LiDAR , 2008 .
[91] W. Wagner,et al. 3D vegetation mapping using small‐footprint full‐waveform airborne laser scanners , 2008 .
[92] Joanne C. White,et al. Integrating profiling LIDAR with Landsat data for regional boreal forest canopy attribute estimation and change characterization , 2007 .