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

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

Evaluating the potential of sentinel-2, landsat-8, and irs satellite images in tree species classification of hyrcanian forest of iran using random forest

(2019) Leila Soleimannejad et al.   Journal of Sustainable Forestry

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

Improved mapping of forest type using spectral-temporal Landsat features

(2018) Valerie J. Pasquarella et al.   REMOTE SENSING OF ENVIRONMENT

How much does multi-temporal Sentinel-2 data improve crop type classification?

(2018) Francesco Vuolo et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2018) Julia Maschler 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

Towards global data products of Essential Biodiversity Variables on species traits

(2018) W. Daniel Kissling et al.   Nature Ecology & Evolution

Tree Species Classification with Multi-Temporal Sentinel-2 Data

(2018) Magnus Persson et al.   Remote Sensing

Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

(2018) Dirk Pflugmacher et al.   REMOTE SENSING OF ENVIRONMENT

Estimating stand density, biomass and tree species from very high resolution stereo-imagery – towards an all-in-one sensor for forestry applications?

(2017) Fabian Ewald Fassnacht et al.   FORESTRY

Smoothing and gap-filling of high resolution multi-spectral time series: Example of Landsat data

(2017) Francesco Vuolo et al.   International Journal of Applied Earth Observation and Geoinformation

Windthrow Detection in European Forests with Very High-Resolution Optical Data

(2017) Kathrin Einzmann et al.   Forests

Assessing the Potential of Sentinel-2 and Pléiades Data for the Detection of Prosopis and Vachellia spp. in Kenya

(2017) Wai-Tim Ng et al.   Remote Sensing

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Review of studies on tree species classification from remotely sensed data

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

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

(2016) Francesco Vuolo 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

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

(2016) David Sheeren et al.   Remote Sensing

Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection

(2016) Julien Radoux et al.   Remote Sensing

Satellite-Based Derivation of High-Resolution Forest Information Layers for Operational Forest Management

(2015) Johannes Stoffels et al.   Forests

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

(2015) Dan Li 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

Earth observation satellite sensors for biodiversity monitoring: potentials and bottlenecks

(2014) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Satellite remote sensing, biodiversity research and conservation of the future

(2014) N. Pettorelli et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A Tale of Two “Forests”: Random Forest Machine Learning Aids Tropical Forest Carbon Mapping

(2014) Joseph Mascaro et al.   PLoS One

Monitoring dry vegetation masses in semi-arid areas with MODIS SWIR bands

(2014) Damien Christophe Jacques 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

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

Wavelet-based texture measures for object-based classification of aerial images

(2013) Philipp Toscani et al.   Photogrammetrie Fernerkundung 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

A Photogrammetric Workflow for the Creation of a Forest Canopy Height Model from Small Unmanned Aerial System Imagery

(2013) Jonathan Lisein et al.   Forests

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

(2012) Markus Immitzer et al.   Remote Sensing

Mapping tree species in temperate deciduous woodland using time-series multi-spectral data

(2009) R. A. Hill et al.   APPLIED VEGETATION SCIENCE