Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

Radiometric block adjustment of hyperspectral image blocks in the Brazilian environment

(2018) Gabriela Takahashi Miyoshi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows

(2018) Helge Aasen et al.   Remote Sensing

Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity

(2018) Sakari Tuominen et al.   Remote Sensing

Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data

(2018) Julia Maschler et al.   Remote Sensing

Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

(2018) Fabien Hubert Wagner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

From hotspot to hopespot: An opportunity for the Brazilian Atlantic Forest

(2018) C.L. Rezende et al.   Perspectives in Ecology and Conservation

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

Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes

(2017) Eija Honkavaara et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

ABORDAGENS PARA CLASSIFICAÇÃO DO ESTÁDIO SUCESSIONAL DA VEGETAÇÃO DO PARQUE NACIONAL DE SÃO JOAQUIM EMPREGANDO IMAGENS LANDSAT-8 E RAPIDEYE

(2017) Camile Sothe et al.   BOLETIM DE CIENCIAS GEODESICAS

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

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

(2017) Xin Shen et al.   Remote Sensing

Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning

(2017) Rami Piiroinen et al.   Remote Sensing

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2017) Olli Nevalainen et al.   Remote Sensing

Minimum Noise Fraction versus Principal Component Analysis as a Preprocessing Step for Hyperspectral Imagery Denoising

(2016) Guangchun Luo et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing of 3-D Geometry and Surface Moisture of a Peat Production Area Using Hyperspectral Frame Cameras in Visible to Short-Wave Infrared Spectral Ranges Onboard a Small Unmanned Airborne Vehicle (UAV)

(2016) Eija Honkavaara et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tree species classification in subtropical forests using small-footprint full-waveform LiDAR data

(2016) Lin Cao et al.   International Journal of Applied Earth Observation and Geoinformation

Geometric Calibration of a Hyperspectral Frame Camera

(2016) Raquel A. de Oliveira et al.   PHOTOGRAMMETRIC RECORD

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

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

Review of studies on tree species classification from remotely sensed data

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

Classification of Landscape Types Based on Land Cover, Successional Stages and Plant Functional Groups in a Species-Rich Forest in Hainan Island, China

(2016) Zhidong Zhang et al.   Tropical Conservation Science

Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data

(2016) Sarah Graves et al.   Remote Sensing

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

(2016) Laurel Ballanti et al.   Remote Sensing

Comparison of Tree Species Classifications at the Individual Tree Level by Combining ALS Data and RGB Images Using Different Algorithms

(2016) Songqiu Deng et al.   Remote Sensing

Trends in Automatic Individual Tree Crown Detection and Delineation—Evolution of LiDAR Data

(2016) Zhen Zhen et al.   Remote Sensing

Minimum Noise Fraction versus Principal Component Analysis as a Preprocessing Step for Hyperspectral Imagery Denoising

(2016) Guangchun Luo et al.   CANADIAN JOURNAL OF REMOTE SENSING

Single-Species Detection With Airborne Imaging Spectroscopy Data: A Comparison of Support Vector Techniques

(2015) Claire A. Baldeck et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An estimate of the number of tropical tree species

(2015) J. W. Ferry Slik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level

(2015) Roope Näsi et al.   Remote Sensing

Classification of Herbaceous Vegetation Using Airborne Hyperspectral Imagery

(2015) Péter Burai et al.   Remote Sensing

Intercomparison of UAV, Aircraft and Satellite Remote Sensing Platforms for Precision Viticulture

(2015) Alessandro Matese et al.   Remote Sensing

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

(2015) Chinsu Lin et al.   PLoS One

Operational Tree Species Mapping in a Diverse Tropical Forest with Airborne Imaging Spectroscopy

(2015) Claire A. Baldeck et al.   PLoS One

A comparative analysis of approaches for successional vegetation classification in the Brazilian Amazon

(2014) Dengsheng Lu et al.   GIScience & 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

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Experiences from the Brazilian Atlantic Forest: ecological findings and conservation initiatives

(2014) Carlos A. Joly et al.   NEW PHYTOLOGIST

Small Drones for Community-Based Forest Monitoring: An Assessment of Their Feasibility and Potential in Tropical Areas

(2014) Jaime Paneque-Gálvez et al.   Forests

Classifying Complex Mountainous Forests with L-Band SAR and Landsat Data Integration: A Comparison among Different Machine Learning Methods in the Hyrcanian Forest

(2014) Sara Attarchi et al.   Remote Sensing

Mangrove Species Identification: Comparing WorldView-2 with Aerial Photographs

(2014) Muditha Heenkenda et al.   Remote Sensing

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

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

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

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

(2013) Eija Honkavaara et al.   Remote Sensing

Tree Species Classification in Boreal Forests With Hyperspectral Data

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

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

(2012) Jean-Baptiste Feret et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation

(2012) Johannes Heinzel 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

Land use/cover classification in the Brazilian Amazon using satellite images

(2012) Dengsheng Lu et al.   PESQUISA AGROPECUARIA BRASILEIRA

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

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

Mapping Savanna Tree Species at Ecosystem Scales Using Support Vector Machine Classification and BRDF Correction on Airborne Hyperspectral and LiDAR Data

(2012) Matthew Colgan et al.   Remote Sensing

Brazilian Atlantic Forest lato sensu: the most ancient Brazilian forest, and a biodiversity hotspot, is highly threatened by climate change

(2011) AF. Colombo et al.   BRAZILIAN JOURNAL OF BIOLOGY

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

The Brazilian Atlantic Forest: How much is left, and how is the remaining forest distributed? Implications for conservation

(2009) Milton Cezar Ribeiro et al.   BIOLOGICAL CONSERVATION

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

Accuracy assessment of high resolution satellite imagery orientation by leave-one-out method

(2008) Maria Antonia Brovelli et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Invasive species detection in Hawaiian rainforests using airborne imaging spectroscopy and LiDAR

(2008) Gregory P. Asner et al.   REMOTE SENSING OF ENVIRONMENT

Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site

(2007) Georgios Mallinis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING