Classification of urban tree species using multi-features derived from four-season RedEdge-MX data

A New Individual Tree Species Recognition Method Based on a Convolutional Neural Network and High-Spatial Resolution Remote Sensing Imagery

(2021) Shijie Yan et al.   Remote Sensing

Mapping urban tree species by integrating multi-seasonal high resolution pléiades satellite imagery with airborne LiDAR data

(2020) Ruiliang Pu et al.   URBAN FORESTRY & URBAN GREENING

Three-dimensional convolutional neural network model for tree species classification using airborne hyperspectral images

(2020) Bin Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2 time series based optimal features and time window for mapping invasive Australian native Acacia species in KwaZulu Natal, South Africa

(2020) Cecilia Masemola et al.   International Journal of Applied Earth Observation and Geoinformation

Urban forest monitoring based on multiple features at the single tree scale by UAV

(2020) Xiaofeng Wang et al.   URBAN FORESTRY & URBAN GREENING

Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis

(2019) Matheus Pinheiro Ferreira et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Novel framework for image attribute annotation with gene selection XGBoost algorithm and relative attribute model

(2019) Hongbin Zhang et al.   APPLIED SOFT COMPUTING

Determining Effective Meter-Scale Image Data and Spectral Vegetation Indices for Tropical Forest Tree Species Differentiation

(2019) Matthew D. Cross et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Assessing the Effect of Seasonality on Leaf and Canopy Spectra for the Discrimination of an Alien Tree Species, Acacia Mearnsii, From Co-Occurring Native Species Using Parametric and Nonparametric Classifiers

(2019) Cecilia Masemola et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Urban Greening Tree Species Classification Based on HSV Colour Space of WorldView-2

(2019) Huaipeng Liu et al.   Journal of the Indian Society of Remote Sensing

Noise-suppressing channel allocation in dynamic DWDM-QKD networks using LightGBM

(2019) Jianing Niu et al.   OPTICS EXPRESS

Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data

(2019) Markus Immitzer et al.   Remote Sensing

Tree species identification within an extensive forest area with diverse management regimes using airborne hyperspectral data

(2019) Aneta Modzelewska et al.   International Journal of Applied Earth Observation and Geoinformation

Improving LiDAR-based tree species mapping in Central European mixed forests using multi-temporal digital aerial colour-infrared photographs

(2019) Yifang Shi et al.   International Journal of Applied Earth Observation and Geoinformation

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

(2019) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Species discrimination and individual tree detection for predicting main dendrometric characteristics in mixed temperate forests by use of airborne laser scanning and ultra-high-resolution imagery

(2019) Bogdan Apostol et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing the potential of multi-seasonal high resolution Pléiades satellite imagery for mapping urban tree species

(2018) Ruiliang Pu et al.   International Journal of Applied Earth Observation and Geoinformation

Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses

(2018) Weiwei Shi et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification and diagnosis of cervical cancer with stacked autoencoder and softmax classification

(2018) Kemal Adem et al.   EXPERT SYSTEMS WITH APPLICATIONS

Analysis of the importance of five new spectral indices from WorldView-2 in tree species classification

(2018) Huaipeng Liu et al.   Journal of Spatial Science

Deep learning based multi-temporal crop classification

(2018) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Automatic tree species recognition with quantitative structure models

(2017) Markku Åkerblom et al.   REMOTE SENSING OF ENVIRONMENT

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning

(2017) Xiaowei Yu et al.   Remote Sensing

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

(2016) Matheus Pinheiro Ferreira et al.   REMOTE SENSING OF ENVIRONMENT

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

(2016) Zhongya Zhang et al.   Forests

Textural–Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery

(2015) Ting Wang et al.   Remote Sensing

Object-Based Urban Tree Species Classification Using Bi-Temporal WorldView-2 and WorldView-3 Images

(2015) Dan Li et al.   Remote Sensing

Object-Based Approach for Multi-Scale Mangrove Composition Mapping Using Multi-Resolution Image Datasets

(2015) Muhammad Kamal et al.   Remote Sensing

The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing

(2015) Sebastian van der Linden et al.   Remote Sensing

Classification of Tree Species in Overstorey Canopy of Subtropical Forest Using QuickBird Images

(2015) Chinsu Lin et al.   PLoS One

Experimental analysis of different software packages for orientation and digital surface modelling from UAV images

(2014) Giovanna Sona et al.   Earth Science Informatics

A comparison of selected classification algorithms for mapping bamboo patches in lower Gangetic plains using very high resolution WorldView 2 imagery

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

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

A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species

(2012) Ruiliang Pu et al.   REMOTE SENSING OF ENVIRONMENT

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

(2012) Markus Immitzer et al.   Remote Sensing

Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification

(2008) John A. Richards et al.   IEEE Geoscience and Remote Sensing Letters