Mapping multi-layered mangroves from multispectral, hyperspectral, and LiDAR data

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

Implementation of machine-learning classification in remote sensing: an applied review

(2018) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Important LiDAR metrics for discriminating forest tree species in Central Europe

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

Extracting Urban Impervious Surface from WorldView-2 and Airborne LiDAR Data Using 3D Convolutional Neural Networks

(2018) Zhongchang Sun et al.   Journal of the Indian Society of Remote Sensing

Vertical stratification of forest canopy for segmentation of understory trees within small-footprint airborne LiDAR point clouds

(2017) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data

(2017) Luxia Liu et al.   REMOTE SENSING OF ENVIRONMENT

Detection of diversity and stand parameters in Mediterranean forests using leaf-off discrete return LiDAR data

(2017) Maurizio Teobaldelli et al.   REMOTE SENSING OF ENVIRONMENT

PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle

(2017) J.-B. Féret et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of Pansharpening Methods Applied to WorldView-2 Imagery Fusion

(2017) Hui Li et al.   SENSORS

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

The use of airborne hyperspectral data for tree species classification in a species-rich Central European forest area

(2016) Ronny Richter et al.   International Journal of Applied Earth Observation and Geoinformation

Full-Waveform Airborne Laser Scanning in Vegetation Studies—A Review of Point Cloud and Waveform Features for Tree Species Classification

(2016) Kristina Koenig et al.   Forests

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

(2016) Laurel Ballanti et al.   Remote Sensing

Detecting understory plant invasion in urban forests using LiDAR

(2015) Kunwar K. Singh et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2015) Ting Wang et al.   Remote Sensing

Classification of Herbaceous Vegetation Using Airborne Hyperspectral Imagery

(2015) Péter Burai 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

Combining EO-1 Hyperion and Envisat ASAR data for mangrove species classification in Mai Po Ramsar Site, Hong Kong

(2014) Frankie K. K. Wong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Tracking seasonal changes of leaf and canopy light use efficiency in a Phlomis fruticosa Mediterranean ecosystem using field measurements and multi-angular satellite hyperspectral imagery

(2014) Stavros Stagakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Identification and mapping of natural vegetation on a coastal site using a Worldview-2 satellite image

(2014) Sébastien Rapinel et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

An efficient, multi-layered crown delineation algorithm for mapping individual tree structure across multiple ecosystems

(2014) L.I. Duncanson et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating the Potential of WorldView-2 Data to Classify Tree Species and Different Levels of Ash Mortality

(2014) Lars Waser et al.   Remote Sensing

A study on abundance and distribution of mangrove species in Indian Sundarban using remote sensing technique

(2014) Sandip Giri et al.   JOURNAL OF COASTAL CONSERVATION

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

Commercial tree species discrimination using airborne AISA Eagle hyperspectral imagery and partial least squares discriminant analysis (PLS-DA) in KwaZulu–Natal, South Africa

(2013) Kabir Yunus Peerbhay et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

(2013) Elfatih M. Abdel-Rahman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Prediction of understory vegetation cover with airborne lidar in an interior ponderosa pine forest

(2012) Brian M. Wing 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

Integrated LiDAR and IKONOS multispectral imagery for mapping mangrove distribution and physical properties

(2011) John Chadwick   INTERNATIONAL JOURNAL OF REMOTE SENSING

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Hyperspectral Data for Mangrove Species Mapping: A Comparison of Pixel-Based and Object-Based Approach

(2011) Muhammad Kamal et al.   Remote Sensing

A review on hyperspectral remote sensing for homogeneous and heterogeneous forest biodiversity assessment

(2010) Azadeh Ghiyamat et al.   INTERNATIONAL JOURNAL OF 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 role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas

(2009) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Mapping snags and understory shrubs for a LiDAR-based assessment of wildlife habitat suitability

(2009) Sebastián Martinuzzi et al.   REMOTE SENSING OF ENVIRONMENT

Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: A comparison study

(2009) Weiqi Zhou et al.   REMOTE SENSING OF ENVIRONMENT

Lidar-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA

(2009) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT