Mapping attributes of Canada’s forests at moderate resolution through kNN and MODIS imagery

yaImpute: AnRPackage forkNN Imputation

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

From plots to landscape: A k-NN-based method for estimating stand-level merchantable volume in the Province of Québec, Canada

(2014) P. Y. Bernier et al.   FORESTRY CHRONICLE

Uncertainty in photo-interpreted forest inventory variables and effects on estimates of error in Canada’s National Forest Inventory

(2014) Steen Magnussen et al.   FORESTRY CHRONICLE

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

Customized Spatial Climate Models for North America

(2011) Daniel W. McKenney et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Monitoring Canada’s forests. Part 1: Completion of the EOSD land cover project

(2011) Michael A Wulder et al.   CANADIAN JOURNAL OF REMOTE SENSING

Mapping forest composition from the Canadian National Forest Inventory and land cover classification maps

(2011) Denys Yemshanov et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Estimating forest attribute parameters for small areas using nearest neighbors techniques

(2011) Ronald E. McRoberts   FOREST ECOLOGY AND MANAGEMENT

Generating Large-Scale High-Quality SAR Mosaic Datasets: Application to PALSAR Data for Global Monitoring

(2010) Masanobu Shimada et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A model-assisted k-nearest neighbour approach to remove extrapolation bias

(2010) Steen Magnussen et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Evaluation of annual forest disturbance monitoring using a static decision tree approach and 250 m MODIS data

(2009) Darren Pouliot et al.   REMOTE SENSING OF ENVIRONMENT

Developing clear-sky, cloud and cloud shadow mask for producing clear-sky composites at 250-meter spatial resolution for the seven MODIS land bands over Canada and North America

(2008) Y LUO et al.   REMOTE SENSING OF ENVIRONMENT

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

(2008) Andrew T. Hudak 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