CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

(2020) Somayeh Nezami et al.   Remote Sensing

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images

(2020) Gabriela Takahashi Miyoshi et al.   Remote Sensing

Tree Species Classification by Employing Multiple Features Acquired from Integrated Sensors

(2019) Guang Yang et al.   Journal of Sensors

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

(2019) Anastasiia Safonova et al.   Remote Sensing

Urban Tree Species Classification Using a WorldView-2/3 and LiDAR Data Fusion Approach and Deep Learning

(2019) Sean Hartling et al.   SENSORS

A Convolutional Neural Network Classifier Identifies Tree Species in Mixed-Conifer Forest from Hyperspectral Imagery

(2019) Geoffrey A. Fricker et al.   Remote Sensing

Tree Species Classification Based on Hybrid Ensembles of a Convolutional Neural Network (CNN) and Random Forest Classifiers

(2019) Uwe Knauer et al.   Remote Sensing

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

(2018) Hanna Meyer et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Tree species classification using plant functional traits from LiDAR and hyperspectral data

(2018) Yifang Shi et al.   International Journal of Applied Earth Observation and Geoinformation

Automated plant species identification—Trends and future directions

(2018) Jana Wäldchen et al.   PLoS Computational Biology

Tree-Species Classification in Subtropical Forests Using Airborne Hyperspectral and LiDAR Data

(2017) Xin Shen et al.   Remote Sensing

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Classification in Temperate Forests Using Formosat-2 Satellite Image Time Series

(2016) David Sheeren et al.   Remote Sensing

A look inside the Pl@ntNet experience

(2015) Alexis Joly et al.   MULTIMEDIA SYSTEMS

Interactive plant identification based on social image data

(2013) Alexis Joly et al.   Ecological Informatics

Tree-species range shifts in a changing climate: detecting, modeling, assisting

(2013) Louis R. Iverson et al.   LANDSCAPE ECOLOGY

Higher levels of multiple ecosystem services are found in forests with more tree species

(2013) Lars Gamfeldt et al.   Nature Communications

Tree Species Classification in Boreal Forests With Hyperspectral Data

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

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

The Influence of DEM Quality on Mapping Accuracy of Coniferous- and Deciduous-Dominated Forest Using TerraSAR‑X Images

(2012) Sonia M. Ortiz et al.   Remote Sensing

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

Identifying leading species using tree crown metrics derived from very high spatial resolution imagery in a boreal forest environment

(2011) Brice Mora et al.   CANADIAN JOURNAL OF REMOTE SENSING

Rapid Range Shifts of Species Associated with High Levels of Climate Warming

(2011) I.-C. Chen et al.   SCIENCE