The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases

yaImpute: AnRPackage forkNN Imputation

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

Area-based lidar-assisted estimation of forest standing volume

(2010) Piermaria Corona et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Comparison of linear and mixed-effect regression models and a k-nearest neighbour approach for estimation of single-tree biomass

(2008) Lutz Fehrmann et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Estimation of species-specific diameter distributions using airborne laser scanning and aerial photographs

(2008) Petteri Packalén et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Localization of growth estimates using non-parametric imputation methods

(2008) S. Sironen et al.   FOREST ECOLOGY AND MANAGEMENT

Estimating stand structural details using nearest neighbor analyses to link ground data, forest cover maps, and Landsat imagery

(2008) Valerie LeMay et al.   REMOTE SENSING OF ENVIRONMENT

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

Combining national forest inventory field plots and remote sensing data for forest databases

(2008) Erkki Tomppo 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

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

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

Spatially consistent nearest neighbor imputation of forest stand data

(2008) Andreas Barth et al.   REMOTE SENSING OF ENVIRONMENT

Model-based mean square error estimators for k-nearest neighbour predictions and applications using remotely sensed data for forest inventories

(2008) Steen Magnussen 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