Characterising forest structure using combinations of airborne laser scanning data, RapidEye satellite imagery and environmental variables

Methods for estimating multivariate stand yields and errors using k-NN and aerial laser scanning

(2015) J. P. Dash et al.   FORESTRY

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

(2015) Svetlana Saarela et al.   REMOTE SENSING OF ENVIRONMENT

Modeling forest biomass using Very-High-Resolution data—Combining textural, spectral and photogrammetric predictors derived from spaceborne stereo images

(2015) Joachim Maack et al.   European Journal of Remote Sensing

yaImpute: AnRPackage forkNN Imputation

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

Predicting site index of plantation loblolly pine from biophysical variables

(2014) Charles O. Sabatia et al.   FOREST ECOLOGY AND MANAGEMENT

Evaluation of the spatial linear model, random forest and gradient nearest-neighbour methods for imputing potential productivity and biomass of the Pacific Northwest forests

(2014) H. Temesgen et al.   FORESTRY

Estimation of forest structural information using RapidEye satellite data

(2014) A. Wallner et al.   FORESTRY

Integration of Lidar and Landsat Data to Estimate Forest Canopy Cover in Coastal British Columbia

(2014) Oumer S. Ahmed et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Thek-nearest neighbor technique with local linear regression

(2014) Steen Magnussen et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Comparing parametric and non-parametric modelling of diameter distributions on independent data using airborne laser scanning in a boreal conifer forest

(2013) O. M. Bollandsas et al.   FORESTRY

Pine plantation structure mapping using WorldView-2 multispectral image

(2013) Ali Shamsoddini et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Development of a national model of Pinus radiata stand volume from lidar metrics for New Zealand

(2013) Pete Watt et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating Aboveground Carbon of Moso Bamboo Forests Using the k Nearest Neighbors Technique and Satellite Imagery

(2013) Guomo Zhou et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Modeling Stand Height, Volume, and Biomass from Very High Spatial Resolution Satellite Imagery and Samples of Airborne LiDAR

(2013) Brice Mora et al.   Remote Sensing

Use of regression kriging to develop a Carbon:Nitrogen ratio surface for New Zealand

(2012) Michael S. Watt et al.   GEODERMA

Evaluation of most similar neighbour and random forest methods for imputing forest inventory variables using data from target and auxiliary stands

(2012) Hooman Latifi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Forest structure modeling with combined airborne hyperspectral and LiDAR data

(2012) Hooman Latifi et al.   REMOTE SENSING OF ENVIRONMENT

Detection of biomass change in a Norwegian mountain forest area using small footprint airborne laser scanner data

(2012) Ole Martin Bollandsås et al.   Statistical Methods and Applications

ALS-based estimation of plot volume and site index in a eucalyptus plantation with a nonlinear mixed-effect model that accounts for the clone effect

(2011) Petteri Packalén et al.   ANNALS OF FOREST SCIENCE

Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel

(2011) Ibrahim Ozdemir et al.   International Journal of Applied Earth Observation and Geoinformation

Airborne scanning LiDAR in a double sampling forest carbon inventory

(2011) Peter R. Stephens et al.   REMOTE SENSING OF ENVIRONMENT

Development of models to predict Pinus radiata productivity throughout New Zealand

(2010) Michael S. Watt et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Comparison of nearest neighbour approaches for small area estimation of tree species-specific forest inventory attributes in central Europe using airborne laser scanner data

(2010) Johannes Breidenbach et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

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

Using remotely sensed data to construct and assess forest attribute maps and related spatial products

(2010) Ronald E. McRoberts et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Mapping wildland fuels and forest structure for land management: a comparison of nearest neighbor imputation and other methods

(2009) Kenneth B. Pierce et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Estimating stem volume by tree crown area and tree shadow area extracted from pan‐sharpened Quickbird imagery in open Crimean juniper forests

(2008) I. Ozdemir   INTERNATIONAL JOURNAL OF REMOTE SENSING

Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data

(2008) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT