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

Improved mapping of forest type using spectral-temporal Landsat features

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

Natural Forest Mapping in the Andes (Peru): A Comparison of the Performance of Machine-Learning Algorithms

(2018) Luis Vega Isuhuaylas 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

Predicting Pinus monophylla forest cover in the Baja California Desert by remote sensing

(2018) Jonathan G. Escobar-Flores et al.   PeerJ

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

Landscape-level spread of beetle infestations from windthrown- and beetle-killed trees in the non-intervention zone of the Tatra National Park, Slovakia (Central Europe)

(2018) Mária Potterf et al.   FOREST ECOLOGY AND MANAGEMENT

Tree Species Classification with Multi-Temporal Sentinel-2 Data

(2018) Magnus Persson et al.   Remote Sensing

Comparison of two-dimensional multitemporal Sentinel-2 data with three-dimensional remote sensing data sources for forest inventory parameter estimation over a boreal forest

(2018) Samantha Wittke et al.   International Journal of Applied Earth Observation and Geoinformation

Effects of Climate Warming on Vegetative Phenology of the Common Beech Fagus sylvatica in a Submontane Forest of the Western Carpathians: Two-Decade Analysis

(2017) Branislav Schieber et al.   POLISH JOURNAL OF ECOLOGY

How Essential Biodiversity Variables and remote sensing can help national biodiversity monitoring

(2017) Petteri Vihervaara et al.   Global Ecology and Conservation

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

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

The benefit of synthetically generated RapidEye and Landsat 8 data fusion time series for riparian forest disturbance monitoring

(2016) Philipp Gärtner et al.   REMOTE SENSING OF ENVIRONMENT

Phenology-guided saltcedar (Tamarix spp.) mapping using Landsat TM images in western U.S.

(2016) Wenjie Ji 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

Europes forest management did not mitigate climate warming

(2016) K. Naudts et al.   SCIENCE

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

Changes in Spring and Summer Phenology in Poland — Responses of Selected Plant Species to Air Temperature Variations

(2015) Katarzyna Jabłońska et al.   POLISH JOURNAL OF ECOLOGY

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

(2015) Johannes Stoffels et al.   Forests

Mapping Secondary Forest Succession on Abandoned Agricultural Land with LiDAR Point Clouds and Terrestrial Photography

(2015) Natalia Kolecka et al.   Remote Sensing

The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing

(2015) Sebastian van der Linden et al.   Remote Sensing

Assessing forest inventory information obtained from different inventory approaches and remote sensing data sources

(2014) Even Bergseng et al.   ANNALS OF FOREST SCIENCE

Forest Monitoring Using Landsat Time Series Data: A Review

(2014) Asim Banskota et al.   CANADIAN JOURNAL OF REMOTE SENSING

Accurate mapping of forest types using dense seasonal Landsat time-series

(2014) Xiaolin Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2014) Lars Waser et al.   Remote Sensing

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

imageRF – A user-oriented implementation for remote sensing image analysis with Random Forests

(2012) Björn Waske et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data

(2012) Christian Schuster et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2012) Markus Immitzer et al.   Remote Sensing

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

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

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