Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

Jari Vauhkonen; Ilkka Korpela; Matti Maltamo; Timo Tokola

doi:10.1016/j.rse.2010.01.016

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

Jari Vauhkonen, Ilkka Korpela, Matti Maltamo, Timo Tokola

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Remote Sensing of Environment
Volume	114
Pages (from-to)	1263-1276
Number of pages	14
ISSN	0034-4257
DOIs	https://doi.org/10.1016/j.rse.2010.01.016
Publication status	Published - 2010
MoE publication type	A1 Journal article-refereed

Fields of Science

LiDAR
Non-parametric estimation
Nearest neighbor
k-Most Similar Neighbor
Random Forest
INDIVIDUAL TREES
LIDAR DATA
AERIAL PHOTOGRAPHS
FOREST INVENTORY
DIAMETER DISTRIBUTIONS
STAND ATTRIBUTES
SIMILAR NEIGHBOR
BOREAL FORESTS
STEM VOLUME
IDENTIFICATION
411 Agriculture and forestry

Access to Document

10.1016/j.rse.2010.01.016

Cite this

Vauhkonen, J., Korpela, I., Maltamo, M., & Tokola, T. (2010). Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics. Remote Sensing of Environment, 114, 1263-1276. https://doi.org/10.1016/j.rse.2010.01.016

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title = "Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics",

keywords = "LiDAR, Non-parametric estimation, Nearest neighbor, k-Most Similar Neighbor, Random Forest, INDIVIDUAL TREES, LIDAR DATA, AERIAL PHOTOGRAPHS, FOREST INVENTORY, DIAMETER DISTRIBUTIONS, STAND ATTRIBUTES, SIMILAR NEIGHBOR, BOREAL FORESTS, STEM VOLUME, IDENTIFICATION, 411 Agriculture and forestry",

author = "Jari Vauhkonen and Ilkka Korpela and Matti Maltamo and Timo Tokola",

year = "2010",

doi = "10.1016/j.rse.2010.01.016",

language = "English",

volume = "114",

pages = "1263--1276",

journal = "Remote Sensing of Environment",

issn = "0034-4257",

publisher = "EXCERPTA MEDICA INC-ELSEVIER SCIENCE INC",

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TY - JOUR

T1 - Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

AU - Vauhkonen, Jari

AU - Korpela, Ilkka

AU - Maltamo, Matti

AU - Tokola, Timo

PY - 2010

Y1 - 2010

KW - LiDAR

KW - Non-parametric estimation

KW - Nearest neighbor

KW - k-Most Similar Neighbor

KW - Random Forest

KW - INDIVIDUAL TREES

KW - LIDAR DATA

KW - AERIAL PHOTOGRAPHS

KW - FOREST INVENTORY

KW - DIAMETER DISTRIBUTIONS

KW - STAND ATTRIBUTES

KW - SIMILAR NEIGHBOR

KW - BOREAL FORESTS

KW - STEM VOLUME

KW - IDENTIFICATION

KW - 411 Agriculture and forestry

U2 - 10.1016/j.rse.2010.01.016

DO - 10.1016/j.rse.2010.01.016

M3 - Article

VL - 114

SP - 1263

EP - 1276

JO - Remote Sensing of Environment

JF - Remote Sensing of Environment

SN - 0034-4257

ER -