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

 
   
 

Paper Abstracts

Submitted abstracts include:

Abstract

Author(s)

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Effect of the previous stand structure on regeneration dynamics of Pinus sylvestris L . under different environmental conditions in the Central Mountain Range (Spain)

Ignacio Barbeito
Fernando Montes
Marta Pardos
Isabel Cañellas

PDF

Nonparametric modeling of stand tables using data from large-scale
forest inventories

Daniel Bierer
Adrian Lanz
Joachim Saborowski

PDF

Parametric and non-parametric methods for growing stock assessment in alpine and mediterranean forest ecosystems

Roberta Bertini
Gherardo Chirici
Piermaria Corona
M. Marchetti
Davide Travaglini

PDF

yaImpute: An R Package for k -NN Imputation

Nicholas L. Crookston
Andrew Finley

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

Raymond L. Czaplewski

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Approximate nearest neighbors search and yaImpute; new weapons in the battle against “Big N”

Andrew O. Finley
Nicholas L. Crookston
Alan R. Ek

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Constructing a virtual forest: An hierarchical nearest neighbors method for generating simulated tree lists

Kevin R. Gehringer

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Sensitivity of wildlife habitat capability models to spatial resolution of underlying mapped vegetation data

Matthew J. Gregory
Janet L. Ohmann
Brenda C. McComb

PDF

Design-unbiased multi-source inventory

Juha Heikkinen

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Imputing species-level plot basal area and tree density attributes from remotely sensed data in north-central Idaho

Andrew T. Hudak
Nicholas L. Crookston
Jeffrey S. Evans

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Model-based prediction error uncertainty estimation for k-nn method

Hyon-Jung Kim
Erkki Tomppo

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Forest biomass estimation using kNN in the Highlands of New Jersey

Inga Parker La Puma
Rick Lathrop

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Estimating Natural Regeneration Following Mountain Pine Beetle Attacks in British Columbia
Using Nearest Neighbour Analyses

Taehee Lee
Peter Marshall
Valerie LeMay
Abdel-Azim Zumrawi

PDF

Estimating Stand Structure Using Ground Data, Forest Cover Polygons,
and Landsat Imagery

Valerie LeMay
Jerry Maedel
Nicholas Coops

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

Andrew Lister

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Investigating the covariance-preserving features of k-Nearest Neighbors estimation

Ronald E. McRoberts

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

Ronald E. McRoberts

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Using nearest neighbors techniques to bridge the gap between strategic and management forest inventories

Ronald E. McRoberts

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Dual Domain Near Neighbor Analysis of Landscape Pattern with Image Models

Wayne L. Myers

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Mapping forest species and plant communities with Gradient Nearest Neighbor imputation

Janet L. Ohmann
Kenneth B. Pierce
Matthew J. Gregory

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Variance of similar neighbors compared to random imputation

Kenneth B. Pierce
Janet L. Ohmann

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Accuracy Assessment of Near-Neighbor Imputation Using Only Reference Set

Albert R. Stage

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Variance Estimation in the Presence of Nearest Neighbor Imputed Data

H. Temesgen
B. Eskelson
T. Barrett

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

Erkki Tomppo

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Mapping and estimation of forest attributes using GNN imputation of survey data with vegetation phenology

B. Tyler Wilson
Mark H. Hansen

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

Eric Twombly

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