Analysis of Regional Distribution of Tree Species Using Multi-Seasonal Sentinel-1&2 Imagery within Google Earth Engine

The New Hyperspectral Satellite PRISMA: Imagery for Forest Types Discrimination

(2021) Elia Vangi et al.   SENSORS

Regional Forest Volume Estimation by Expanding LiDAR Samples Using Multi-Sensor Satellite Data

(2020) Bo Xie et al.   Remote Sensing

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

(2020) Somayeh Nezami et al.   Remote Sensing

Mapping plant functional types in Northwest Himalayan foothills of India using random forest algorithm in Google Earth Engine

(2020) Ritika Srinet et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classification of planted forest species in southern China with airborne hyperspectral and LiDAR data

(2020) Xiaomin Tian et al.   Journal of Forest Research

See the forest and the trees: Effective machine and deep learning algorithms for wood filtering and tree species classification from terrestrial laser scanning

(2020) Zhouxin Xi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Status of Phenological Research Using Sentinel-2 Data: A Review

(2020) Gourav Misra et al.   Remote Sensing

Applications of the Google Earth Engine and Phenology-Based Threshold Classification Method for Mapping Forest Cover and Carbon Stock Changes in Siem Reap Province, Cambodia

(2020) Manjunatha Venkatappa et al.   Remote Sensing

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

(2020) Felix Schiefer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of land-use/land-cover changes associated with energy footprints and other disturbance agents in the Upper Peace Region of Alberta Canada from 1985 to 2015 using Landsat data

(2020) Subir Chowdhury et al.   International Journal of Applied Earth Observation and Geoinformation

Individual tree crown delineation and tree species classification with hyperspectral and LiDAR data

(2019) Michele Dalponte et al.   PeerJ

Tree Species Classification Using Hyperion and Sentinel-2 Data with Machine Learning in South Korea and China

(2019) Joongbin Lim et al.   ISPRS International Journal of Geo-Information

Google Earth Engine Applications

(2019) Onisimo Mutanga 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

Species stratification and upscaling of forest carbon estimates to landscape scale using GeoEye-1 image and lidar data in sub-tropical forests of Nepal

(2019) Pema Wangda et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Forest Stand Species Mapping Using the Sentinel-2 Time Series

(2019) Ewa Grabska et al.   Remote Sensing

Mapping Forest Type and Tree Species on a Regional Scale Using Multi-Temporal Sentinel-2 Data

(2019) Agata Hościło et al.   Remote Sensing

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

(2019) Anderson Aparecido dos Santos 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

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

Object-Based Tree Species Classification Using Airborne Hyperspectral Images and LiDAR Data

(2019) Yanshuang Wu et al.   Forests

Bamboo mapping of Ethiopia, Kenya and Uganda for the year 2016 using multi-temporal Landsat imagery

(2018) Yuanyuan Zhao et al.   International Journal of Applied Earth Observation and Geoinformation

Important LiDAR metrics for discriminating forest tree species in Central Europe

(2018) Yifang Shi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Special Section Guest Editorial: Feature and Deep Learning in Remote Sensing Applications

(2018) John E. Ball et al.   Journal of Applied Remote Sensing

Fractional cover mapping of spruce and pine at 1 ha resolution combining very high and medium spatial resolution satellite imagery

(2018) Markus Immitzer et al.   REMOTE SENSING OF ENVIRONMENT

Artificial Mangrove Species Mapping Using Pléiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms

(2018) Dezhi Wang et al.   Remote Sensing

Forest Type Identification with Random Forest Using Sentinel-1A, Sentinel-2A, Multi-Temporal Landsat-8 and DEM Data

(2018) Yanan Liu et al.   Remote Sensing

Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data

(2018) Mathias Wessel et al.   Remote Sensing

Google Earth Engine Applications Since Inception: Usage, Trends, and Potential

(2018) Lalit Kumar et al.   Remote Sensing

Enhancing Forest and Shrubland Mapping in a Managed Forest Landscape with Landsat–LiDAR Data Fusion

(2018) Bryce T. Adams et al.   NATURAL AREAS JOURNAL

A Review: Individual Tree Species Classification Using Integrated Airborne LiDAR and Optical Imagery with a Focus on the Urban Environment

(2018) Kepu Wang et al.   Forests

Deciduous tree species classification using object-based analysis and machine learning with unmanned aerial vehicle multispectral data

(2017) Steven E. Franklin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using the 500 m MODIS land cover product to derive a consistent continental scale 30 m Landsat land cover classification

(2017) Hankui K. Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images

(2017) Edwin Raczko et al.   European Journal of Remote Sensing

Mapping of Shorea robusta Forest Using Time Series MODIS Data

(2017) Bhoj Ghimire et al.   Forests

Classification of riparian forest species and health condition using multi-temporal and hyperspatial imagery from unmanned aerial system

(2016) Adrien Michez et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Assessing the potential of multi-seasonal WorldView-2 imagery for mapping West African agroforestry tree species

(2016) Martin Karlson et al.   International Journal of Applied Earth Observation and Geoinformation

Review of studies on tree species classification from remotely sensed data

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

Tree Species Classification Using Hyperspectral Imagery: A Comparison of Two Classifiers

(2016) Laurel Ballanti et al.   Remote Sensing

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer et al.   Remote Sensing

A multi-temporal spectral library approach for mapping vegetation species across spatial and temporal phenological gradients

(2015) Kenneth L. Dudley et al.   REMOTE SENSING OF ENVIRONMENT

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

Forest tree species discrimination in western Himalaya using EO-1 Hyperion

(2013) Rajee George et al.   International Journal of Applied Earth Observation and Geoinformation

Exploiting machine learning algorithms for tree species classification in a semiarid woodland using RapidEye image

(2013) Samuel Adelabu et al.   Journal of Applied Remote Sensing

Forest disturbances, forest recovery, and changes in forest types across the Carpathian ecoregion from 1985 to 2010 based on Landsat image composites

(2013) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Urban Tree Species Using Very High Resolution Satellite Imagery: Comparing Pixel-Based and Object-Based Approaches

(2013) Shivani Agarwal et al.   ISPRS International Journal of Geo-Information

Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges

(2012) John R. Townshend et al.   International Journal of Digital Earth

Object-based classification of land cover and tree species by integrating airborne LiDAR and high spatial resolution imagery data

(2011) Takeshi Sasaki et al.   Landscape and Ecological Engineering

Mapping the Philippines’ Mangrove Forests Using Landsat Imagery

(2011) Jordan B. Long et al.   SENSORS

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote sensing imagery in vegetation mapping: a review

(2008) Y. Xie et al.   Journal of Plant Ecology