Mapping forest vegetation for the western United States using modified random forests imputation of FIA forest plots

yaImpute: AnRPackage forkNN Imputation

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

Wildfire Risk Transmission in the Colorado Front Range, USA

(2014) Jessica R. Haas et al.   RISK ANALYSIS

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

Forest structure modeling with combined airborne hyperspectral and LiDAR data

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

A simulation of probabilistic wildfire risk components for the continental United States

(2011) Mark A. Finney et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Landscape-scale parameterization of a tree-level forest growth model: a k-nearest neighbor imputation approach incorporating LiDAR data

(2010) Michael J. Falkowski et al.   CANADIAN 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

LANDFIRE: a nationally consistent vegetation, wildland fire, and fuel assessment

(2009) Matthew G. Rollins   INTERNATIONAL JOURNAL OF WILDLAND FIRE

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

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

A two-step nearest neighbors algorithm using satellite imagery for predicting forest structure within species composition classes

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Mapping U.S. forest biomass using nationwide forest inventory data and moderate resolution information

(2007) J BLACKARD et al.   REMOTE SENSING OF ENVIRONMENT