Assessment of Sentinel-2 Satellite Images and Random Forest Classifier for Rainforest Mapping in Gabon

Use of SAR and Optical Time Series for Tropical Forest Disturbance Mapping

(2020) Manuela Hirschmugl et al.   Remote Sensing

Monitoring Woody Cover Dynamics in Tropical Dry Forest Ecosystems Using Sentinel-2 Satellite Imagery

(2020) Johanna Van Passel et al.   Remote Sensing

Integration of UAV, Sentinel-1, and Sentinel-2 Data for Mangrove Plantation Aboveground Biomass Monitoring in Senegal

(2019) José Antonio Navarro et al.   Remote Sensing

Evaluation of Sentinel-1 and 2 Time Series for Land Cover Classification of Forest–Agriculture Mosaics in Temperate and Tropical Landscapes

(2019) Audrey Mercier 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

Mapping and assessment of vegetation types in the tropical rainforests of the Western Ghats using multispectral Sentinel-2 and SAR Sentinel-1 satellite imagery

(2018) Joseph J. Erinjery et al.   REMOTE SENSING OF ENVIRONMENT

Predicting Tropical Tree Species Richness from Normalized Difference Vegetation Index Time Series: The Devil Is Perhaps Not in the Detail

(2018) Robin Pouteau 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

Using Spatial Features to Reduce the Impact of Seasonality for Detecting Tropical Forest Changes from Landsat Time Series

(2018) Eduarda Silveira et al.   Remote Sensing

Characterizing Tropical Forest Cover Loss Using Dense Sentinel-1 Data and Active Fire Alerts

(2018) Johannes Reiche 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

More Than Meets the Eye: Using Sentinel-2 to Map Small Plantations in Complex Forest Landscapes

(2018) Keiko Nomura et al.   Remote Sensing

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

(2017) Phan Thanh Noi et al.   SENSORS

Assessing Forest Cover Dynamics and Forest Perception in the Atlantic Forest of Paraguay, Combining Remote Sensing and Household Level Data

(2017) Emmanuel Da Ponte et al.   Forests

Evaluating Sentinel-2 and Landsat-8 Data to Map Sucessional Forest Stages in a Subtropical Forest in Southern Brazil

(2017) Camile Sothe et al.   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

Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data

(2016) Gaia Vaglio Laurin et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Distinct Forest Types Improves Overall Forest Identification Based on Multi-Spectral Landsat Imagery for Myanmar’s Tanintharyi Region

(2016) Grant Connette et al.   Remote Sensing

Mapping Species Composition of Forests and Tree Plantations in Northeastern Costa Rica with an Integration of Hyperspectral and Multitemporal Landsat Imagery

(2015) Matthew Fagan 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

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

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 land cover and estimating forest structure using satellite imagery and coarse resolution lidar in the Virgin Islands

(2009) Eileen H. Helmer   Journal of Applied Remote Sensing

Deforestation in Central Africa: Estimates at regional, national and landscape levels by advanced processing of systematically-distributed Landsat extracts

(2008) G. Duveiller et al.   REMOTE SENSING OF ENVIRONMENT