Automatic recognition of loess landforms using Random Forest method

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

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

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

(2015) Peijun Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Slope spectrum critical area and its spatial variation in the Loess Plateau of China

(2015) Guoan Tang et al.   Journal of Geographical Sciences

Classification of landforms in Southern Portugal (Ria Formosa Basin)

(2015) Fernando M. G. Martins et al.   Journal of Maps

Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)

(2015) L. Lombardo et al.   NATURAL HAZARDS

Uncertainty of slope length derived from digital elevation models of the Loess Plateau, China

(2014) Shi-jie Zhu et al.   Journal of Mountain Science

Modeling the evolution of loess-covered landforms in the Loess Plateau of China using a DEM of underground bedrock surface

(2013) Li-Yang Xiong et al.   GEOMORPHOLOGY

A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery

(2013) Linlin Xu et al.   REMOTE SENSING OF ENVIRONMENT

Geomorphons — a pattern recognition approach to classification and mapping of landforms

(2012) Jarosław Jasiewicz et al.   GEOMORPHOLOGY

Geomorphometry and landform mapping: What is a landform?

(2011) Ian S. Evans   GEOMORPHOLOGY

Automated object-based classification of topography from SRTM data

(2011) Lucian Drăguţ et al.   GEOMORPHOLOGY

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

Object-based landform delineation and classification from DEMs for archaeological predictive mapping

(2011) Philip Verhagen et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Structure and contents of layered classification system of digital geomorphology for China

(2011) Weiming Cheng et al.   Journal of Geographical Sciences

Image segmentation based on the integration of colour–texture descriptors—A review

(2011) Dana E. Ilea et al.   PATTERN RECOGNITION

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparing landslide inventory maps

(2007) Mirco Galli et al.   GEOMORPHOLOGY

A fast separability-based feature-selection method for high-dimensional remotely sensed image classification

(2007) Baofeng Guo et al.   PATTERN RECOGNITION