Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Lidar-based Mapping of Forest Volume and Biomass by Taxonomic Group Using Structurally Homogenous Segments

(2013) Jan A.N. van Aardt et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Individual tree biomass estimation using terrestrial laser scanning

(2012) Ville Kankare et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data

(2011) Mikko Vastaranta et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Airborne discrete-return LIDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index

(2011) Lauri Korhonen et al.   REMOTE SENSING OF ENVIRONMENT

Improving k-nearest neighbor predictions in forest inventories by combining high and low density airborne laser scanning data

(2011) Johannes Breidenbach et al.   REMOTE SENSING OF ENVIRONMENT

Effects of Individual Tree Detection Error Sources on Forest Management Planning Calculations

(2011) Mikko Vastaranta et al.   Remote Sensing

Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: application of multiple optical/LiDAR-derived predictors

(2010) H. Latifi et al.   FORESTRY

Mapping gap fraction, LAI and defoliation using various ALS penetration variables

(2010) Svein Solberg   INTERNATIONAL JOURNAL OF REMOTE SENSING

Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment

(2010) Barbara Koch   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting individual tree attributes from airborne laser point clouds based on the random forests technique

(2010) Xiaowei Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Statistical fusion of lidar, InSAR, and optical remote sensing data for forest stand height characterization: A regional-scale method based on LVIS, SRTM, Landsat ETM+, and ancillary data sets

(2010) J. M. Kellndorfer et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Prediction of species specific forest inventory attributes using a nonparametric semi-individual tree crown approach based on fused airborne laser scanning and multispectral data

(2010) Johannes Breidenbach et al.   REMOTE SENSING OF ENVIRONMENT

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

(2010) Jari Vauhkonen et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of Aboveground Biomass in Alpine Forests: A Semi-Empirical Approach Considering Canopy Transparency Derived from Airborne LiDAR Data

(2010) Andreas Jochem et al.   SENSORS

Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images

(2010) Tuula Kantola et al.   Remote Sensing

SIMO: An adaptable simulation framework for multiscale forest resource data

(2009) Jussi Rasinmäki et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping LAI in a Norway spruce forest using airborne laser scanning

(2009) Svein Solberg et al.   REMOTE SENSING OF ENVIRONMENT