Land cover mapping based on random forest classification of multitemporal spectral and thermal images

Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series

(2015) Ingmar Nitze et al.   International Journal of Applied Earth Observation and Geoinformation

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

(2014) Sybrand van Beijma et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of urban trees using Random Forest classifiers

(2013) Anne Puissant et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping Selective Logging in Mixed Deciduous Forest

(2013) Christopher D. Lippitt et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Incorporating the Downscaled Landsat TM Thermal Band in Land-cover Classification using Random Forest

(2013) V.F. Rodríguez-Galiano et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Water surface temperature estimation from Landsat 7 ETM+ thermal infrared data using the generalized single-channel method: Case study of Embalse del Río Tercero (Córdoba, Argentina)

(2012) Anabel Alejandra Lamaro et al.   ADVANCES IN SPACE RESEARCH

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

(2012) V.F. Rodriguez-Galiano et al.   REMOTE SENSING OF ENVIRONMENT

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

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

(2010) Li Guo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

A random forest of combined features in the classification of cut tobacco based on gas chromatography fingerprinting

(2010) Xiaohui Lin et al.   TALANTA

Surface temperature estimation in Singhbhum Shear Zone of India using Landsat-7 ETM+ thermal infrared data

(2009) P.K. Srivastava et al.   ADVANCES IN SPACE RESEARCH

Multitemporal remote sensing of landscape dynamics and pattern change: describing natural and anthropogenic trends

(2008) Steve N. Gillanders et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Mapping land-cover modifications over large areas: A comparison of machine learning algorithms

(2008) John Rogan et al.   REMOTE SENSING OF ENVIRONMENT

Detecting land cover change at the Jornada Experimental Range, New Mexico with ASTER emissivities

(2007) A FRENCH et al.   REMOTE SENSING OF ENVIRONMENT

Landsat continuity: Issues and opportunities for land cover monitoring

(2007) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT