Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data

Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a Random Forest classifier

(2016) Jiantao Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Crop Area Mapping Using 100-m Proba-V Time Series

(2016) Yetkin Durgun et al.   Remote Sensing

An Object-Based Paddy Rice Classification Using Multi-Spectral Data and Crop Phenology in Assam, Northeast India

(2016) Mrinal Singha et al.   Remote Sensing

Estimation of winter wheat acreage via a combination of remotely sensed data and an optimized spatial sampling scheme

(2015) Di Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Rice yield estimation using Landsat ETM + Data

(2015) Altaf Ali Siyal et al.   Journal of Applied Remote Sensing

Potential of multitemporal Gaofen-1 panchromatic/multispectral images for crop classification: case study in Xinjiang Uygur Autonomous Region, China

(2015) Pengyu Hao et al.   Journal of Applied Remote Sensing

Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms

(2015) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

A Hidden Markov Models Approach for Crop Classification: Linking Crop Phenology to Time Series of Multi-Sensor Remote Sensing Data

(2015) Sofia Siachalou et al.   Remote Sensing

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

(2015) Quanlong Feng et al.   Remote Sensing

Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China

(2015) Quanlong Feng et al.   Water

Monitoring Cropland Dynamics of the Yellow River Delta based on Multi-Temporal Landsat Imagery over 1986 to 2015

(2015) Quanlong Feng et al.   Sustainability

Low yield gap of winter wheat in the North China Plain

(2014) Kenan Li et al.   EUROPEAN JOURNAL OF AGRONOMY

County-level rice area estimation in southern China using remote sensing data

(2014) Qiangzi Li et al.   Journal of Applied Remote Sensing

Classification of small agricultural fields using combined Landsat-8 and RapidEye imagery: case study of northern Serbia

(2014) Vladimir Crnojevic et al.   Journal of Applied 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

Turbid wakes associated with offshore wind turbines observed with Landsat 8

(2014) Quinten Vanhellemont et al.   REMOTE SENSING OF ENVIRONMENT

A new index for mapping built-up and bare land areas from Landsat-8 OLI data

(2014) Yi Zhou et al.   Remote Sensing Letters

Analyzing fine-scale wetland composition using high resolution imagery and texture features

(2013) Zoltan Szantoi et al.   International Journal of Applied Earth Observation and Geoinformation

Improving the impervious surface estimation with combined use of optical and SAR remote sensing images

(2013) Yuanzhi Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Winter wheat yield potentials and yield gaps in the North China Plain

(2012) Changhe Lu et al.   FIELD CROPS RESEARCH

Object-based urban vegetation mapping with high-resolution aerial photography as a single data source

(2012) Xiaoxiao Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Winter wheat mapping using temporal signatures of MODIS vegetation index data

(2012) Huasheng Sun et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index

(2012) Yaozhong Pan et al.   REMOTE SENSING OF ENVIRONMENT

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

Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP

(2011) E. M. Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of artificial neural networks and support vector machine classifiers for land cover classification in Northern China using a SPOT-5 HRG image

(2011) Xianfeng Song 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

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

Support vector machines in remote sensing: A review

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

Classifiers vs. input variables—The drivers in image classification for land cover mapping

(2009) M. Heinl et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images

(2009) Qihao Weng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring winter wheat growth in North China by combining a crop model and remote sensing data

(2008) Ma Yuping et al.   International Journal of Applied Earth Observation and Geoinformation