Related references
Note: Only part of the references are listed.Linear Models for Airborne-Laser-Scanning-Based Operational Forest Inventory With Small Field Sample Size and Highly Correlated LiDAR Data
Virpi Junttila et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)
Evaluation of the spatial linear model, random forest and gradient nearest-neighbour methods for imputing potential productivity and biomass of the Pacific Northwest forests
Hailemariam Temesgen et al.
FORESTRY (2015)
yaImpute: AnRPackage forkNN Imputation
Nicholas L. Crookston et al.
Journal of Statistical Software (2015)
Imputing Forest Structure Attributes from Stand Inventory and Remotely Sensed Data in Western Oregon, USA
Andrew T. Hudak et al.
FOREST SCIENCE (2014)
A Review of Methods for Mapping and Prediction of Inventory Attributes for Operational Forest Management
Kimberley D. Brosofske et al.
FOREST SCIENCE (2014)
Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park
Manqi Li et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Evolutionary feature selection to estimate forest stand variables using LiDAR
Jorge Garcia-Gutierrez et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2014)
Mapping by spatial predictors exploiting remotely sensed and ground data: A comparative design-based perspective
Piermaria Corona et al.
REMOTE SENSING OF ENVIRONMENT (2014)
A Comparison of the Spatial Linear Model to Nearest Neighbor (k-NN) Methods for Forestry Applications
Jay M. Ver Hoef et al.
PLOS ONE (2013)
Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR
Ville Kankare et al.
REMOTE SENSING (2013)
Parametric vs. nonparametric LiDAR models for operational forest inventory in boreal Ontario
M. Penner et al.
CANADIAN JOURNAL OF REMOTE SENSING (2013)
Variable selection strategies for nearest neighbor imputation methods used in remote sensing based forest inventory
Petteri Packalen et al.
CANADIAN JOURNAL OF REMOTE SENSING (2012)
The influence of sampling density on geographically weighted regression: a case study using forest canopy height and optical data
Gang Chen et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2012)
Evaluation of most similar neighbour and random forest methods for imputing forest inventory variables using data from target and auxiliary stands
Hooman Latifi et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2012)
Estimating biomass in Hedmark County, Norway using national forest inventory field plots and airborne laser scanning
Terje Gobakken et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Quantifying aboveground forest carbon pools and fluxes from repeat LiDAR surveys
Andrew T. Hudak et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Lidar sampling for large-area forest characterization: A review
Michael A. Wulder et al.
REMOTE SENSING OF ENVIRONMENT (2012)
ALS-based estimation of plot volume and site index in a eucalyptus plantation with a nonlinear mixed-effect model that accounts for the clone effect
Petteri Packalen et al.
ANNALS OF FOREST SCIENCE (2011)
Different plot selection strategies for field training data in ALS-assisted forest inventory
M. Maltamo et al.
FORESTRY (2011)
Landscape-scale parameterization of a tree-level forest growth model: a k-nearest neighbor imputation approach incorporating LiDAR data
Michael J. Falkowski et al.
CANADIAN JOURNAL OF FOREST RESEARCH (2010)
Quantifying Bufo boreas connectivity in Yellowstone National Park with landscape genetics
Melanie A. Murphy et al.
ECOLOGY (2010)
Comparison of nearest neighbour approaches for small area estimation of tree species-specific forest inventory attributes in central Europe using airborne laser scanner data
Johannes Breidenbach et al.
EUROPEAN JOURNAL OF FOREST RESEARCH (2010)
Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: application of multiple optical/LiDAR-derived predictors
Hooman Latifi et al.
FORESTRY (2010)
Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial Photographs
Harri Niska et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2010)
Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics
Jari Vauhkonen et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Using remotely sensed data to construct and assess forest attribute maps and related spatial products
Ronald E. McRoberts et al.
SCANDINAVIAN JOURNAL OF FOREST RESEARCH (2010)
Mapping wildland fuels and forest structure for land management: a comparison of nearest neighbor imputation and other methods
Kenneth B. Pierce et al.
CANADIAN JOURNAL OF FOREST RESEARCH (2009)
The importance of accounting for spatial and temporal correlation in analyses of ecological data
Jennifer A. Hoeting
ECOLOGICAL APPLICATIONS (2009)
Improved estimates of forest vegetation structure and biomass with a LiDAR-optimized sampling design
Todd J. Hawbaker et al.
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES (2009)
The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases
Bianca N. I. Eskelson et al.
SCANDINAVIAN JOURNAL OF FOREST RESEARCH (2009)
Imputing Mean Annual Change to Estimate Current Forest Attributes
Bianca N. I. Eskelson et al.
SILVA FENNICA (2009)
Estimating stand structural details using nearest neighbor analyses to link ground data, forest cover maps, and Landsat imagery
Valerie LeMay et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser
Erik Naesset et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data
Andrew T. Hudak et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Estimating cavity tree abundance using nearest neighbor imputation methods for western Oregon and Washington forests
Hailemariam Temesgen et al.
SILVA FENNICA (2008)
Nonparametric estimation of stem volume using airborne laser scanning, aerial photography, and stand-register data
M Maltamo et al.
CANADIAN JOURNAL OF FOREST RESEARCH (2006)
APE: Analyses of Phylogenetics and Evolution in R language
E Paradis et al.
BIOINFORMATICS (2004)
Predictive mapping of forest composition and structure with direct gradient analysis and nearest-neighbor imputation in coastal Oregon, USA
JL Ohmann et al.
CANADIAN JOURNAL OF FOREST RESEARCH (2002)
Forest stand characteristics estimation using a most similar neighbor approach and image spatial structure information
E Muinonen et al.
REMOTE SENSING OF ENVIRONMENT (2001)
Share Paper
