Improving Classification Accuracy of Multi-Temporal Landsat Images by Assessing the Use of Different Algorithms, Textural and Ancillary Information for a Mediterranean Semiarid Area from 2000 to 2015

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

A SMAP Supervised Classification of Landsat Images for Urban Sprawl Evaluation

(2016) Flavia Di Palma et al.   ISPRS International Journal of Geo-Information

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

(2015) Vahid Eisavi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A comparison of classification algorithms using Landsat-7 and Landsat-8 data for mapping lithology in Canada’s Arctic

(2015) J. He et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping land cover in complex Mediterranean landscapes using Landsat: Improved classification accuracies from integrating multi-seasonal and synthetic imagery

(2015) Cornelius Senf et al.   REMOTE SENSING OF ENVIRONMENT

GRASS GIS: A multi-purpose open source GIS

(2011) Markus Neteler et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Comparing techniques for vegetation classification using multi- and hyperspectral images and ancillary environmental data

(2010) R. Sluiter et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING