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

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

Hierarchical Bayesian spatial models for predicting multiple forest variables using waveform LiDAR, hyperspectral imagery, and large inventory datasets

(2012) Andrew O. Finley et al.   International Journal of Applied Earth Observation and Geoinformation

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

Comparison of k-MSN and kriging in local prediction

(2011) M. Räty et al.   FOREST ECOLOGY AND MANAGEMENT

A Hierarchical Model for Quantifying Forest Variables Over Large Heterogeneous Landscapes With Uncertain Forest Areas

(2011) Andrew O. Finley et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: The case study of Denmark

(2010) Rania Bou Kheir et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

Analysis of potential impacts of climate change on forests of the United States Pacific Northwest

(2009) Gregory Latta et al.   FOREST ECOLOGY AND MANAGEMENT

A comparative analysis of kNN and decision tree methods for the Irish National Forest Inventory

(2009) Daniel O. McInerney et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Bayesian multivariate process modeling for prediction of forest attributes

(2008) Andrew O. Finley et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS