Feature Selection of Time Series MODIS Data for Early Crop Classification Using Random Forest: A Case Study in Kansas, USA

Improved maize cultivated area estimation over a large scale combining MODIS–EVI time series data and crop phenological information

(2014) Jiahua Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Annual Crop Type Classification of the US Great Plains for 2000 to 2011

(2014) Daniel M. Howard et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Multi-Temporal Polarimetric RADARSAT-2 for Land Cover Monitoring in Northeastern Ontario, Canada

(2014) Jeffrey Cable et al.   Remote Sensing

The Potential of Time Series Merged from Landsat-5 TM and HJ-1 CCD for Crop Classification: A Case Study for Bole and Manas Counties in Xinjiang, China

(2014) Pengyu Hao et al.   Remote Sensing

Data Mining, A Promising Tool for Large-Area Cropland Mapping

(2013) Elodie Vintrou et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring

(2013) Julia Amorós-López et al.   International Journal of Applied Earth Observation and Geoinformation

Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines

(2013) F. Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A data mining approach for evaluation of optimal time-series of MODIS data for land cover mapping at a regional level

(2013) Fuqun Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Crop classification using HJ satellite multispectral data in the North China Plain

(2013) Kun Jia et al.   Journal of Applied Remote Sensing

Phenology-based Crop Classification Algorithm and its Implications on Agricultural Water Use Assessments in California’s Central Valley

(2013) Liheng Zhong et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Efficient corn and soybean mapping with temporal extendability: A multi-year experiment using Landsat imagery

(2013) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

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

(2013) Clement Atzberger   Remote Sensing

Impact of Reducing Polarimetric SAR Input on the Uncertainty of Crop Classifications Based on the Random Forests Algorithm

(2012) Lien Loosvelt et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

(2012) Xin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Random Forests as a tool for estimating uncertainty at pixel-level in SAR image classification

(2012) Lien Loosvelt et al.   International Journal of Applied Earth Observation and Geoinformation

Determining crop acreage estimates for specific winter crops using shape attributes from sequential MODIS imagery

(2012) A.B. Potgieter et al.   International Journal of Applied Earth Observation and Geoinformation

Remote sensing of rice crop areas

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

Relationship between floristic similarity and vegetated land surface phenology: Implications for the synoptic monitoring of species diversity at broad geographic regions

(2012) Andrés Viña et al.   REMOTE SENSING OF ENVIRONMENT

Object Based Image Analysis and Data Mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas

(2012) Matheus Alves Vieira et al.   REMOTE SENSING OF ENVIRONMENT

Classifying multiyear agricultural land use data from Mato Grosso using time-series MODIS vegetation index data

(2012) J. Christopher Brown et al.   REMOTE SENSING OF ENVIRONMENT

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

A Comparative Analysis of Phenological Curves for Major Crops in Kansas

(2010) Iwake Masialeti et al.   GIScience & Remote Sensing

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Application of multi-temporal ENVISAT ASAR data to agricultural area mapping in the Pearl River Delta

(2010) Dan Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of MODIS 250-m EVI and NDVI data for crop mapping: a case study for southwest Kansas

(2010) Brian D. Wardlow et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery

(2010) A.B. Potgieter 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

Spectral discrimination of papyrus vegetation (Cyperus papyrus L.) in swamp wetlands using field spectrometry

(2009) Elhadi Adam et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains

(2007) Brian D. Wardlow et al.   REMOTE SENSING OF ENVIRONMENT