Comparison of area-based and individual tree-based methods for predicting plot-level forest attributes

X Yu, J Hyyppä, M Holopainen, M Vastaranta - Remote Sensing, 2010 - mdpi.com
methods: the area-based and individual tree-based approaches. In this paper, these …
methods were evaluated and compared for their abilities to predict forest attributes at the plot level

[HTML][HTML] An improved area-based approach for estimating plot-level tree DBH from airborne LiDAR data

Z Zhang, T Wang, AK Skidmore, F Cao, G She, L Cao - Forest Ecosystems, 2023 - Elsevier
… we compared the predictive performance of our approach with a classical area-based method
of … DBH estimates as a comparison of the improved area-based approach proposed in this …

Model-based estimation of forest inventory attributes using lidar: A comparison of the area-based and semi-individual tree crown approaches

B Frank, F Mauro, H Temesgen - Remote Sensing, 2020 - mdpi.com
area-based approach (ABA) [8], and this study compares the suitability of one such tree
segmentation method for producing stand-level predictions … using the entire plot-level tree lists. …

Estimating stem volume in eucalyptus plantations using airborne LiDAR: A comparison of area-and individual tree-based approaches

RV Leite, CH Amaral, RP Pires, CA Silva, CPB Soares… - Remote Sensing, 2020 - mdpi.com
… to estimate forest parameters using ALS: (1) area-based approach (ABA) [13] and (2) …
Some other studies have used calibration with linear regression to reduce biased predictions in …

… aboveground biomass of larch (Larix olgensis Henry) plantations from field to satellite measurements: a comparison of individual tree-based and area-based …

Z Zhen, L Yang, Y Ma, Q Wei, HI Jin… - GIScience & Remote …, 2022 - Taylor & Francis
forest carbon sinks through forest protection and sustainable … Based on the stable estimates
of plot-level AGB, we bridged … to-wall AGB predictions of larch plantations based on ITA. To …

Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods

E Lindberg, J Holmgren, K Olofsson… - … Journal of Remote …, 2010 - Taylor & Francis
area-based methods at plot level with high accuracy and low bias. … The use of individual
tree-based methods based on ALS … study was to compare the different methods and their results …

Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data

M Vastaranta, V Kankare, M Holopainen, X Yu… - ISPRS Journal of …, 2012 - Elsevier
… are directly used for forest variable prediction, typically using … Here we acquired plot-level
training data for the ABA, using ITD… Comparison between an area-based and individual tree …

Using Tree Detection Algorithms to Predict Stand Sapwood Area, Basal Area and Stocking Density in Eucalyptus regnans Forest

D Jaskierniak, G Kuczera, R Benyon, L Wallace - Remote Sensing, 2015 - mdpi.com
… ; and (ii) tree based, where individual tree dimensions are … regnans forests compared to
previous area based methods … our results provided poor predictions of plot-level S Den using …

Machine learning approaches for estimating forest stand height using plot-based observations and airborne LiDAR data

J Lee, J Im, K Kim, LJ Quackenbush - Forests, 2018 - mdpi.com
… We extracted area-based descriptive statistics of forest … at the plot level were calculated from
individual tree-based height data … with plot-level input variables, there is a need to compare

[PDF][PDF] Comparison between an area-based and individual tree detection method for low-pulse density ALS-based forest inventory

M Vastaranta, M Holopainen, R Haapanen… - Proceedings of Laser …, 2009 - isprs.org
area-based k-nearest neighbour (k-NN)-method and ITD with a practical low-pulse density
(1.8/m2) ALS dataset at the plot levelSingle tree-based segmentations were performed on the …