Optimizing nearest neighbour configurations for airborne laser scanning-assisted estimation of forest volume and biomass

A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data

(2016) Gherardo Chirici et al.   REMOTE SENSING OF ENVIRONMENT

Comparing echo-based and canopy height model-based metrics for enhancing estimation of forest aboveground biomass in a model-assisted framework

(2016) Gherardo Chirici et al.   REMOTE SENSING OF ENVIRONMENT

Optimizing the k-Nearest Neighbors technique for estimating forest aboveground biomass using airborne laser scanning data

(2015) Ronald E. McRoberts et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of variance estimation methods for use with two-dimensional systematic sampling of land use/land cover data

(2014) Linda Aune-Lundberg et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Effects of Uncertainty in Model Predictions of Individual Tree Volume on Large Area Volume Estimates

(2014) Ronald E. McRoberts et al.   FOREST SCIENCE

A Comparison of the Spatial Linear Model to Nearest Neighbor (k-NN) Methods for Forestry Applications

(2013) Jay M. Ver Hoef et al.   PLoS One

Scale considerations for integrating forest inventory plot data and satellite image data for regional forest mapping

(2013) Janet L. Ohmann et al.   REMOTE SENSING OF ENVIRONMENT

Multitemporal RADARSAT-2 ultra-fine beam SAR data for urban land cover classification

(2012) Hongtao Hu et al.   CANADIAN JOURNAL OF REMOTE SENSING

A nearest-neighbor imputation approach to mapping tree species over large areas using forest inventory plots and moderate resolution raster data

(2012) B. Tyler Wilson et al.   FOREST ECOLOGY AND MANAGEMENT

Integration of airborne lidar and vegetation types derived from aerial photography for mapping aboveground live biomass

(2012) Qi Chen et al.   REMOTE SENSING OF ENVIRONMENT

Inference for lidar-assisted estimation of forest growing stock volume

(2012) Ronald E. McRoberts et al.   REMOTE SENSING OF ENVIRONMENT

Design-based diagnostics for k-NN estimators of forest resourcesThis article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time.

(2011) F. Baffetta et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Estimating forest attribute parameters for small areas using nearest neighbors techniques

(2011) Ronald E. McRoberts   FOREST ECOLOGY AND MANAGEMENT

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

Comparing Accuracy of Airborne Laser Scanning and TerraSAR-X Radar Images in the Estimation of Plot-Level Forest Variables

(2010) Markus Holopainen et al.   Remote Sensing

Assessing effects of laser point density, ground sampling intensity, and field sample plot size on biophysical stand properties derived from airborne laser scanner data

(2008) Terje Gobakken et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Using satellite imagery and the k-nearest neighbors technique as a bridge between strategic and management forest inventories

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Non-parametric and parametric methods using satellite images for estimating growing stock volume in alpine and Mediterranean forest ecosystems

(2008) Gherardo Chirici et al.   REMOTE SENSING OF ENVIRONMENT

Predicting categorical forest variables using an improved k-Nearest Neighbour estimator and Landsat imagery

(2008) Erkki O. Tomppo et al.   REMOTE SENSING OF ENVIRONMENT

Diagnostic tools for nearest neighbors techniques when used with satellite imagery

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys

(2008) Federica Baffetta et al.   REMOTE SENSING OF ENVIRONMENT