Combined Impact of Sample Size and Modeling Approaches for Predicting Stem Volume in Eucalyptus spp. Forest Plantations Using Field and LiDAR Data

Measuring Individual Tree Diameter and Height Using GatorEye High-Density UAV-Lidar in an Integrated Crop-Livestock-Forest System

(2020) Ana Paula Dalla Corte et al.   Remote Sensing

ForestGapR: An R Package for Forest Gap Analysis from Canopy Height Models

(2019) Carlos Alberto Silva et al.   Methods in Ecology and Evolution

Assessment of Individual Tree Detection and Canopy Cover Estimation using Unmanned Aerial Vehicle based Light Detection and Ranging (UAV-LiDAR) Data in Planted Forests

(2019) Xiangqian Wu et al.   Remote Sensing

A Comparative Assessment of the Performance of Individual Tree Crowns Delineation Algorithms from ALS Data in Tropical Forests

(2019) Mélaine Aubry-Kientz et al.   Remote Sensing

A Comparison of Two Tree Detection Methods for Estimation of Forest Stand and Ecological Variables from Airborne LiDAR Data in Central European Forests

(2019) Ivan Sačkov et al.   Remote Sensing

Optimizing individual tree detection accuracy and measuring forest uniformity in coconut (Cocos nucifera L.) plantations using airborne laser scanning

(2019) Midhun Mohan et al.   ECOLOGICAL MODELLING

Estimating Stand Height and Tree Density in Pinus taeda plantations using in-situ data, airborne LiDAR and k-Nearest Neighbor Imputation

(2018) CARLOS ALBERTO SILVA et al.   ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS

The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features

(2018) Zaixu Cui et al.   NEUROIMAGE

Integrating Airborne LiDAR and Optical Data to Estimate Forest Aboveground Biomass in Arid and Semi-Arid Regions of China

(2018) Luodan Cao et al.   Remote Sensing

Quantification of uncertainty in aboveground biomass estimates derived from small-footprint airborne LiDAR

(2018) Qing Xu et al.   REMOTE SENSING OF ENVIRONMENT

Improving Individual Tree Crown Delineation and Attributes Estimation of Tropical Forests Using Airborne LiDAR Data

(2018) Wan Wan Mohd Jaafar et al.   Forests

Effects of Sample Plot Size and GPS Location Errors on Aboveground Biomass Estimates from LiDAR in Tropical Dry Forests

(2018) José Hernández-Stefanoni et al.   Remote Sensing

Most similar neighbor imputation of forest attributes using metrics derived from combined airborne LIDAR and multispectral sensors

(2017) Ruben Valbuena et al.   International Journal of Digital Earth

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

(2017) Phan Thanh Noi et al.   SENSORS

Predicting Stem Total and Assortment Volumes in an Industrial Pinus taeda L. Forest Plantation Using Airborne Laser Scanning Data and Random Forest

(2017) Carlos Silva et al.   Forests

Linear mixed-effects models and calibration applied to volume models in two rotations of Eucalyptus grandis plantations

(2016) Edgar de Souza Vismara et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Comparing Modeling Methods for Predicting Forest Attributes Using LiDAR Metrics and Ground Measurements

(2016) Joonghoon Shin et al.   CANADIAN JOURNAL OF REMOTE SENSING

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

Timber production assessment of a plantation forest: An integrated framework with field-based inventory, multi-source remote sensing data and forest management history

(2016) Tian Gao et al.   International Journal of Applied Earth Observation and Geoinformation

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

Comparing Modeling Methods for Predicting Forest Attributes Using LiDAR Metrics and Ground Measurements

(2016) Joonghoon Shin et al.   CANADIAN JOURNAL OF REMOTE SENSING

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

CURVAS DE SÍTIO E RELAÇÕES HIPSOMÉTRICAS PARA Eucalyptus grandisNA REGIÃO DOS CAMPOS GERAIS, PARANÁ

(2015) Fabiane Aparecida de Souza Retslaff et al.   Cerne

A performance comparison of machine learning methods to estimate the fast-growing forest plantation yield based on laser scanning metrics

(2015) Eric Bastos Görgens et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

Automatic registration of UAV-borne sequent images and LiDAR data

(2015) Bisheng Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm

(2015) Oumer S. Ahmed et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables

(2015) J. García-Gutiérrez et al.   NEUROCOMPUTING

Dynamic growth and yield model including environmental factors for Eucalyptus nitens (Deane & Maiden) Maiden short rotation woody crops in Northwest Spain

(2015) Marta González-García et al.   NEW FORESTS

Redução do erro amostral na estimativa do volume de povoamentos de Eucalyptus ssp. por meio de escaneamento laser aerotransportado

(2015) Danitiele Cristina França Laranja et al.   Scientia Forestalis

Redução do erro amostral na estimativa do volume de povoamentos de Eucalyptus ssp. por meio de escaneamento laser aerotransportado

(2015) Danitiele Cristina França Laranja et al.   Scientia Forestalis

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Linear Mixed-Effects Models to Describe Individual Tree Crown Width for China-Fir in Fujian Province, Southeast China

(2015) Xu Hao et al.   PLoS One

Imputing Forest Structure Attributes from Stand Inventory and Remotely Sensed Data in Western Oregon, USA

(2014) Andrew T. Hudak et al.   FOREST SCIENCE

Estimating Forest Stand Age from LiDAR-Derived Predictors and Nearest Neighbor Imputation

(2014) Etienne B. Racine et al.   FOREST SCIENCE

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass

(2014) F.E. Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

The Utility of Image-Based Point Clouds for Forest Inventory: A Comparison with Airborne Laser Scanning

(2013) Joanne White et al.   Forests

Effects of lidar pulse density and sample size on a model-assisted approach to estimate forest inventory variables

(2012) Jacob Strunk et al.   CANADIAN JOURNAL OF REMOTE SENSING

Airborne laser scanning of forest resources: An overview of research in Italy as a commentary case study

(2012) Alessandro Montaghi et al.   International Journal of Applied Earth Observation and Geoinformation

Quantifying aboveground forest carbon pools and fluxes from repeat LiDAR surveys

(2012) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT

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

(2011) Petteri Packalén et al.   ANNALS OF FOREST SCIENCE

Characterizing forest canopy structure with lidar composite metrics and machine learning

(2011) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Landscape-scale parameterization of a tree-level forest growth model: a k-nearest neighbor imputation approach incorporating LiDAR data

(2010) Michael J. Falkowski et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Estimating plot-level tree height and volume of Eucalyptus grandis plantations using small-footprint, discrete return lidar data

(2010) S.G. Tesfamichael et al.   PROGRESS IN PHYSICAL GEOGRAPHY

A generalized nonlinear mixed-effects height–diameter model for Eucalyptus globulus L. in northwestern Spain

(2009) Felipe Crecente-Campo et al.   FOREST ECOLOGY AND MANAGEMENT

Assessing effects of laser point density, ground sampling intensity, and field sample plot size on biophysical stand properties derived from airborne laser scanner data

(2008) Terje Gobakken et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Energy Product Options for Eucalyptus Species Grown as Short Rotation Woody Crops

(2008) Donald Rockwood et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data

(2008) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT

Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers

(2008) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT