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Nearest Neighbors Workshop
Aug 28 - 30, 2006
University of Minnesota
Minneapolis, MN

 
   
 

Proceedings

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I. Barbeito et al.
Effect of the previous stand structure on regeneration dynamics of Pinus sylvestris L. under different environmental conditions in the Central Mountain Range

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R. Bertini et al.
Parametric and non-parametric methods for growing stock assessment in alpine and mediterranean forest ecosystems

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D. Bierer et al.
Nonparametric modeling of stand tables using data from large-scale forest inventories

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N.L. Crookston and A.O. Finley
yaImpute: An R Package for k-NN Imputation

 

 

R.L. Czaplewski
Model assisted statistical estimates of forest population and small-area parameters with kNN maps of forest conditions

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A.O. Finley et al.
Approximate nearest neighbors search and yaImpute; new weapons in the battle against “Big N”

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K.R. Gehringer
Constructing a virtual forest: An hierarchical nearest neighbors method for generating simulated tree lists

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M.J. Gregory et al.
Sensitivity of wildlife habitat capability models to spatial resolution of underlying mapped vegetation data

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J. Heikkinen
Design-unbiased multi-source inventory

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A.T. Hudak et al.
Imputing species-level plot basal area and tree density attributes from remotely sensed data in north-central Idaho

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H.J. Kim and E. Tomppo
Model-based prediction error uncertainty estimation for k-nn method

 

 

 

V. LeMay et al.
Estimating Stand Structure Using Ground Data, Forest Cover Polygons, and Landsat Imagery

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T. Lee et al.
Estimating Natural Regeneration Following Mountain Pine Beetle Attacks in British Columbia Using Nearest Neighbour Analyses

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A. Lister
Use of K-nearest Neighbor Imputation for Modeling Forest Inventory Data

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R.E. McRoberts
Investigating the covariance-preserving features of k-Nearest Neighbors estimation

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R.E. McRoberts
Estimating multiple forest attributes simultaneously using Landsat imagery, inventory plot data, and the k-Nearest Neighbors method

 

 

 

R.E. McRoberts
Using nearest neighbors techniques to bridge the gap between strategic and management forest inventories

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W.L. Myers
Dual Domain Near Neighbor Analysis of Landscape Pattern with Image Models

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J.L. Ohmann et al.
Mapping forest species and plant communities with Gradient Nearest Neighbor imputation

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I. Parker La Puma and R. Lathrop
Forest biomass estimation using kNN in the Highlands of New Jersey

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K.B. Pierce and J.L. Ohmann
Variance of similar neighbors compared to random imputation

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A. Stage
Accuracy Assessment of Near-Neighbor Imputation Using Only Reference Set

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H. Temesgen et al.
Variance Estimation in the Presence of Nearest Neighbor Imputed Data

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E. Tomppo
The use of k-NN estimation in the Finnish Multi-Source National Forest Inventory - development and current problems

 

 

 

E. Twombly
INFORMS Decision Support Using Most Similar Neighbor Analysis to create landscape data for NEPA Analysis

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B.T. Wilson and M.H. Hansen
Mapping and estimation of forest attributes using GNN
imputation of survey data with vegetation phenology

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