Parameter tuning in the support vector machine and random forest and their performances in cross- and same-year crop classification using TerraSAR-X

Mapping vegetation morphology types in a dry savanna ecosystem: integrating hierarchical object-based image analysis with Random Forest

(2014) Niti B. Mishra et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Application of Multi-temporal TerraSAR-X Data to Map Winter Wheat Planted Areas in Hokkaido, Japan

(2014) Rei SONOBE et al.   JARQ-JAPAN AGRICULTURAL RESEARCH QUARTERLY

Winter Wheat Growth Monitoring Using Multi-temporal TerraSAR-X Dual-polarimetric Data

(2014) Rei SONOBE et al.   JARQ-JAPAN AGRICULTURAL RESEARCH QUARTERLY

Random forest classification of crop type using multi-temporal TerraSAR-X dual-polarimetric data

(2014) Rei Sonobe et al.   Remote Sensing Letters

An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping

(2013) Taskin Kavzoglu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multiyear independent validation of the water cloud model for retrieving maize leaf area index from SAR time series

(2013) Emilie Beriaux et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Contemporary and historical classification of crop types in Arizona

(2013) Kyle A. Hartfield et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sensitivity analysis of X-band SAR to wheat and barley leaf area index in the Merguellil Basin

(2013) Giacomo Fontanelli et al.   Remote Sensing Letters

Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests

(2012) Dennis C. Duro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing of rice crop areas

(2012) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

On the Retrieval of Soil Moisture in Wheat Fields From L-Band SAR Based on Water Cloud Modeling, the IEM, and Effective Roughness Parameters

(2011) Hans Lievens et al.   IEEE Geoscience and Remote Sensing Letters

SAR polarimetric change detection for flooded vegetation

(2011) B. Brisco et al.   International Journal of Digital Earth

Crop classification using multi-configuration SAR data in the North China Plain

(2011) Kun Jia et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improved forest biomass estimates using ALOS AVNIR-2 texture indices

(2011) Latifur Rahman Sarker et al.   REMOTE SENSING OF ENVIRONMENT

Multi-Temporal Land-Cover Classification of Agricultural Areas in Two European Regions with High Resolution Spotlight TerraSAR-X Data

(2011) Damian Bargiel et al.   Remote Sensing

A Novel Technique for Subpixel Image Classification Based on Support Vector Machine

(2010) Francesca Bovolo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Ensemble of support vector machines for land cover classification

(2008) M. Pal   INTERNATIONAL JOURNAL OF REMOTE SENSING

SVM‐based segmentation and classification of remotely sensed data

(2008) I. Lizarazo   INTERNATIONAL JOURNAL OF REMOTE SENSING