A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

How do temporal and spectral features matter in crop classification in Heilongjiang Province, China?

(2017) Qiong HU et al.   Journal of Integrative Agriculture

A Workflow for Automated Satellite Image Processing: from Raw VHSR Data to Object-Based Spectral Information for Smallholder Agriculture

(2017) Dimitris Stratoulias et al.   Remote Sensing

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

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

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

Study on Ensemble Crop Information Extraction of Remote Sensing Images Based on SVM and BPNN

(2016) Dawei Li et al.   Journal of the Indian Society of Remote Sensing

Face recognition using linear representation ensembles

(2016) Hanxi Li et al.   PATTERN RECOGNITION

A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes

(2016) Stephanie R. Debats et al.   REMOTE SENSING OF ENVIRONMENT

Crop classification of upland fields using Random forest of time-series Landsat 7 ETM+ data

(2015) Kenichi Tatsumi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integrating multiple texture methods and NDVI to the Random Forest classification algorithm to detect tea and hazelnut plantation areas in northeast Turkey

(2015) Ö. Akar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Geographic stacking: Decision fusion to increase global land cover map accuracy

(2015) Nicholas Clinton et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated annual cropland mapping using knowledge-based temporal features

(2015) François Waldner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling

(2015) Sean Sweeney et al.   Remote Sensing

Mapping Spatial Distribution of Larch Plantations from Multi-Seasonal Landsat-8 OLI Imagery and Multi-Scale Textures Using Random Forests

(2015) Tian Gao et al.   Remote Sensing

Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series

(2015) François Waldner et al.   Remote Sensing

Comparison of Hybrid Classifiers for Crop Classification Using Normalized Difference Vegetation Index Time Series: A Case Study for Major Crops in North Xinjiang, China

(2015) Pengyu Hao et al.   PLoS One

A Multievidence Approach for Crop Discrimination Using Multitemporal WorldView-2 Imagery

(2014) Menaka Chellasamy et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Development of an Automated Medical Diagnosis System for Classifying Thyroid Tumor Cells using Multiple Classifier Fusion

(2014) B. Gopinath et al.   TECHNOLOGY IN CANCER RESEARCH & TREATMENT

A survey of multiple classifier systems as hybrid systems

(2013) Michał Woźniak et al.   Information Fusion

Remote sensing-based global crop monitoring: experiences with China's CropWatch system

(2013) Bingfang Wu et al.   International Journal of Digital Earth

Mapping a Specific Crop—A Temporal Approach for Sugarcane Ratoon

(2013) G. Misra et al.   Journal of the Indian Society of Remote Sensing

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

(2013) Clement Atzberger   Remote Sensing

Multiple Classifier System for Remote Sensing Image Classification: A Review

(2012) Peijun Du et al.   SENSORS

Evaluating high resolution SPOT 5 satellite imagery for crop identification

(2011) Chenghai Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Support vector machines in remote sensing: A review

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

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

An Objective Analysis of Support Vector Machine Based Classification for Remote Sensing

(2009) Thomas Oommen et al.   Mathematical Geosciences

Mapping Invasive Tamarisk (Tamarix): A Comparison of Single-Scene and Time-Series Analyses of Remotely Sensed Data

(2009) Paul Evangelista et al.   Remote Sensing