Forest Stand Species Mapping Using the Sentinel-2 Time Series

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

Random Forest Variable Importance Spectral Indices Scheme for Burnt Forest Recovery Monitoring—Multilevel RF-VIMP

(2018) Sornkitja Boonprong 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

Tree Species Classification with Multi-Temporal Sentinel-2 Data

(2018) Magnus Persson et al.   Remote Sensing

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

Landsat-8 vs. Sentinel-2: examining the added value of sentinel-2’s red-edge bands to land-use and land-cover mapping in Burkina Faso

(2017) Gerald Forkuor et al.   GIScience & Remote Sensing

A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values

(2017) Amir Behnamian et al.   IEEE Geoscience and Remote Sensing Letters

Multi-phenology WorldView-2 imagery improves remote sensing of savannah tree species

(2017) Sabelo Madonsela et al.   International Journal of Applied Earth Observation and Geoinformation

Enhanced forest cover mapping using spectral unmixing and object-based classification of multi-temporal Landsat imagery

(2017) David Gudex-Cross et al.   REMOTE SENSING OF ENVIRONMENT

Automatic tree species recognition with quantitative structure models

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

Observing Spring and Fall Phenology in a Deciduous Forest with Aerial Drone Imagery

(2017) Stephen Klosterman et al.   SENSORS

Prediction of Dominant Forest Tree Species Using QuickBird and Environmental Data

(2017) Azadeh Abdollahnejad et al.   Forests

“Kill Two Birds with One Stone”: Urban Tree Species Classification Using Bi-Temporal Pléiades Images to Study Nesting Preferences of an Invasive Bird

(2017) Marine Le Louarn et al.   Remote Sensing

Topographic Correction of Landsat TM-5 and Landsat OLI-8 Imagery to Improve the Performance of Forest Classification in the Mountainous Terrain of Northeast Thailand

(2017) Uday Pimple et al.   Sustainability

Forest cover mapping in post-Soviet Central Asia using multi-resolution remote sensing imagery

(2017) He Yin et al.   Scientific Reports

Satellite-based forest monitoring: spatial and temporal forecast of growing index and short-wave infrared band

(2016) Caroline Bayr et al.   Geospatial Health

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

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

A remotely sensed pigment index reveals photosynthetic phenology in evergreen conifers

(2016) John A. Gamon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Review of studies on tree species classification from remotely sensed data

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

Relationship between leaf optical properties, chlorophyll fluorescence and pigment changes in senescingAcer saccharumleaves

(2016) Laura Verena Junker et al.   TREE PHYSIOLOGY

Mapping Forest Health Using Spectral and Textural Information Extracted from SPOT-5 Satellite Images

(2016) Jinghui Meng et al.   Remote Sensing

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

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

(2016) David Sheeren et al.   Remote Sensing

Temperate and boreal forest tree phenology: from organ-scale processes to terrestrial ecosystem models

(2015) Nicolas Delpierre et al.   ANNALS OF FOREST SCIENCE

Red-edge vegetation indices for detecting and assessing disturbances in Norway spruce dominated mountain forests

(2015) Joanna Adamczyk et al.   International Journal of Applied Earth Observation and Geoinformation

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

Discrimination of Deciduous Tree Species from Time Series of Unmanned Aerial System Imagery

(2015) Jonathan Lisein et al.   PLoS One

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson 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 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

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

Tree Species Classification and Input Data Evaluation

(2013) Petra Krahwinkler et al.   European Journal of Remote Sensing

The Performance of Random Forests in an Operational Setting for Large Area Sclerophyll Forest Classification

(2013) Andrew Mellor et al.   Remote Sensing

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

Detection of relative differences in phenology of forest species using Landsat and MODIS

(2012) Bernard N. Isaacson et al.   LANDSCAPE ECOLOGY

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

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

(2012) Markus Immitzer et al.   Remote Sensing

Satellite-based stand-wise forest cover type mapping using a spatially adaptive classification approach

(2011) Johannes Stoffels et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Letter to the Editor: Stability of Random Forest importance measures

(2010) M. L. Calle et al.   BRIEFINGS IN BIOINFORMATICS

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

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

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Species identification of individual trees by combining high resolution LiDAR data with multi‐spectral images

(2008) J. Holmgren et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing imagery in vegetation mapping: a review

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