Object-Based Tree Species Classification in Urban Ecosystems Using LiDAR and Hyperspectral Data

Urban Tree Species Mapping Using Airborne LiDAR and Hyperspectral Data

(2016) Yuanyong Dian et al.   Journal of the Indian Society of Remote Sensing

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

(2016) J. Lopatin et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral Tree Species Classification of Japanese Complex Mixed Forest With the Aid of Lidar Data

(2015) Tomohiro Matsuki et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Segmented minimum noise fraction transformation for efficient feature extraction of hyperspectral images

(2015) Guan Lixin et al.   PATTERN RECOGNITION

Estimating ground-level PM10 concentration in northwestern China using geographically weighted regression based on satellite AOD combined with CALIPSO and MODIS fire count

(2015) Wei You et al.   REMOTE SENSING OF ENVIRONMENT

Individual Tree Segmentation from LiDAR Point Clouds for Urban Forest Inventory

(2015) Caiyun Zhang et al.   Remote Sensing

Comparison of Feature Reduction Algorithms for Classifying Tree Species With Hyperspectral Data on Three Central European Test Sites

(2014) Fabian E. Fassnacht et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluation of the contribution of LiDAR data and postclassification procedures to object-based classification accuracy

(2014) Diane M. Styers et al.   Journal of Applied Remote Sensing

Extraction of individual tree crown using hyperspectral image and LiDAR data

(2014) Hien Phu La et al.   KSCE Journal of Civil Engineering

Urban tree species mapping using hyperspectral and lidar data fusion

(2014) Michael Alonzo et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember

(2013) Azadeh Ghiyamat et al.   International Journal of Applied Earth Observation and Geoinformation

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Remote sensing of seasonal variability of fractional vegetation cover and its object-based spatial pattern analysis over mountain areas

(2013) Guijun Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Analyzing the spectral variability of tropical tree species using hyperspectral feature selection and leaf optical modeling

(2013) Matheus Pinheiro Ferreira et al.   Journal of Applied Remote Sensing

Automated Delineation of Individual Tree Crowns from Lidar Data by Multi-Scale Analysis and Segmentation

(2013) Linhai Jing et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data

(2013) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainty in urban forest canopy assessment: Lessons from Seattle, WA, USA

(2013) Jeffrey J Richardson et al.   URBAN FORESTRY & URBAN GREENING

Object-based Vegetation Mapping in the Kissimmee River Watershed Using HyMap Data and Machine Learning Techniques

(2013) Caiyun Zhang et al.   WETLANDS

Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning

(2012) Guang Zheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tree Species Classification in Boreal Forests With Hyperspectral Data

(2012) Michele Dalponte et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

(2012) L. Naidoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Combining object-based texture measures with a neural network for vegetation mapping in the Everglades from hyperspectral imagery

(2012) Caiyun Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system

(2012) Moses Azong Cho et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Detection Accuracies Using Discrete Point Lidar and Airborne Waveform Lidar

(2012) Nicholas R. Vaughn et al.   Remote Sensing

Species-Level Differences in Hyperspectral Metrics among Tropical Rainforest Trees as Determined by a Tree-Based Classifier

(2012) Matthew L. Clark et al.   Remote Sensing

Land Cover and Land Use Classification with TWOPAC: towards Automated Processing for Pixel- and Object-Based Image Classification

(2012) Juliane Huth et al.   Remote Sensing

Segmented canonical discriminant analysis of in situ hyperspectral data for identifying 13 urban tree species

(2011) Ruiliang Pu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classifying individual tree genera using stepwise cluster analysis based on height and intensity metrics derived from airborne laser scanner data

(2011) Sooyoung Kim et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring Urban Tree Cover Using Object-Based Image Analysis and Public Domain Remotely Sensed Data

(2011) L. Monika Moskal et al.   Remote Sensing

Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest

(2011) L. Monika Moskal et al.   Remote Sensing

Assessing the utility of airborne hyperspectral and LiDAR data for species distribution mapping in the coastal Pacific Northwest, Canada

(2010) Trevor G. Jones et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species in temperate deciduous woodland using time-series multi-spectral data

(2009) R. A. Hill et al.   APPLIED VEGETATION SCIENCE

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tree species differentiation using intensity data derived from leaf-on and leaf-off airborne laser scanner data

(2009) Sooyoung Kim et al.   REMOTE SENSING OF ENVIRONMENT

Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas

(2008) Michele Dalponte et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrieving forest biomass through integration of CASI and LiDAR data

(2008) R. M. Lucas et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Projecting effects of intensified biomass extraction with alternative modelling approaches

(2007) Taru Palosuo et al.   FOREST ECOLOGY AND MANAGEMENT

Integrating waveform lidar with hyperspectral imagery for inventory of a northern temperate forest

(2007) J ANDERSON et al.   REMOTE SENSING OF ENVIRONMENT