Mapping Robinia Pseudoacacia Forest Health Conditions by Using Combined Spectral, Spatial, and Textural Information Extracted from IKONOS Imagery and Random Forest Classifier

Mapping forest leaf area index using reflectance and textural information derived from WorldView-2 imagery in a mixed natural forest area in Florida, US

(2015) Ruiliang Pu et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2014) Joseph Mascaro et al.   PLoS One

Spatio-Temporal Assessment of Tuz Gölü, Turkey as a Potential Radiometric Vicarious Calibration Site

(2014) Vincent Odongo et al.   Remote Sensing

A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation

(2014) Xin Huang et al.   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

Estimating deforestation in tropical humid and dry forests in Madagascar from 2000 to 2010 using multi-date Landsat satellite images and the random forests classifier

(2013) Clovis Grinand et al.   REMOTE SENSING OF ENVIRONMENT

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

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

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

(2012) Xin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mapping invasive Fallopia japonica by combined spectral, spatial, and temporal analysis of digital orthophotos

(2012) Wouter Dorigo et al.   International Journal of Applied Earth Observation and Geoinformation

Combining spectral and textural remote sensing variables using random forests: predicting the age ofPinus patulaforests in KwaZulu-Natal, South Africa

(2012) Michelle Dye et al.   Journal of Spatial Science

Mapping eucalypt forest susceptible to dieback associated with bell miners (Manorina melanophys) using laser scanning, SPOT 5 and ancillary topographical data

(2011) Andrew Haywood et al.   ECOLOGICAL MODELLING

Mapping Soil Moisture Using RADARSAT-2 Data and Local Autocorrelation Statistics

(2011) Amine Merzouki et al.   IEEE Journal of Selected Topics in Applied Earth Observations and 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

Contextual land-cover classification: incorporating spatial dependence in land-cover classification models using random forests and the Getis statistic

(2011) B. Ghimire et al.   Remote Sensing Letters

Widespread Amazon forest tree mortality from a single cross-basin squall line event

(2010) Robinson I. Negrón-Juárez et al.   GEOPHYSICAL RESEARCH LETTERS

A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests

(2009) Craig D. Allen et al.   FOREST ECOLOGY AND MANAGEMENT

Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery

(2009) Xin Huang et al.   IEEE Geoscience and Remote Sensing Letters

A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa

(2009) R. Ismail et al.   International Journal of Applied Earth Observation and Geoinformation

Prediction and assessment of bark beetle-induced mortality of lodgepole pine using estimates of stand vigor derived from remotely sensed data

(2009) Nicholas C. Coops et al.   REMOTE SENSING OF ENVIRONMENT

Widespread Increase of Tree Mortality Rates in the Western United States

(2009) P. J. van Mantgem et al.   SCIENCE

Cross-scale Drivers of Natural Disturbances Prone to Anthropogenic Amplification: The Dynamics of Bark Beetle Eruptions

(2008) Kenneth F. Raffa et al.   BIOSCIENCE

Textural and local spatial statistics for the object‐oriented classification of urban areas using high resolution imagery

(2008) Wei Su et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mechanisms of plant survival and mortality during drought: why do some plants survive while others succumb to drought?

(2008) Nate McDowell et al.   NEW PHYTOLOGIST

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT