Crop type classification using a combination of optical and radar remote sensing data: a review

MSMD: maximum separability and minimum dependency feature selection for cropland classification from optical and radar data

(2018) Iman Khosravi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Implementation of machine-learning classification in remote sensing: an applied review

(2018) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

(2018) Yaping Cai et al.   REMOTE SENSING OF ENVIRONMENT

Crop inventory at regional scale in Ukraine: developing in season and end of season crop maps with multi-temporal optical and SAR satellite imagery

(2018) Nataliia Kussul et al.   European Journal of Remote Sensing

Combined Landsat and L-Band SAR Data Improves Land Cover Classification and Change Detection in Dynamic Tropical Landscapes

(2018) Jose De Alban et al.   Remote Sensing

Increasing the Accuracy of Crowdsourced Information on Land Cover via a Voting Procedure Weighted by Information Inferred from the Contributed Data

(2018) Giles Foody et al.   ISPRS International Journal of Geo-Information

Classification of California agriculture using quad polarization radar data and Landsat Thematic Mapper data

(2018) Arjun Sheoran et al.   GIScience & Remote Sensing

Assessing the suitability of data from Sentinel-1A and 2A for crop classification

(2017) Rei Sonobe et al.   GIScience & Remote Sensing

Radar Remote Sensing of Agricultural Canopies: A Review

(2017) Susan C. Steele-Dunne et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data

(2017) Alex O. Onojeghuo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The application of discriminant analysis for mapping cereals and pasture using object-based features

(2017) Cheng Qiao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Accurate crop-type classification using multi-temporal optical and multi-polarization SAR data in an object-based image analysis framework

(2017) Bahram Salehi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Phenology-adaptive pixel-based compositing using optical earth observation imagery

(2017) David Frantz et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region

(2017) Tao Zhou et al.   SENSORS

Fusion Approaches for Land Cover Map Production Using High Resolution Image Time Series without Reference Data of the Corresponding Period

(2017) Benjamin Tardy et al.   Remote Sensing

Mapping Rice Fields in Urban Shanghai, Southeast China, Using Sentinel-1A and Landsat 8 Datasets

(2017) Lamin Mansaray et al.   Remote Sensing

A global reference database of crowdsourced cropland data collected using the Geo-Wiki platform

(2017) Juan Carlos Laso Bayas et al.   Scientific Data

Comparison of different fusion algorithms in urban and agricultural areas using sar (palsar and radarsat) and optical (spot) images

(2017) Saygin Abdikan et al.   BOLETIM DE CIENCIAS GEODESICAS

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine

(2016) Sergii Skakun et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data

(2016) Nataliia Kussul et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Oil palm mapping using Landsat and PALSAR: a case study in Malaysia

(2016) Yuqi Cheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Automated mapping of soybean and corn using phenology

(2016) Liheng Zhong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluation of image fusion methods using PALSAR, RADARSAT-1 and SPOT images for land use/ land cover classification

(2016) Fusun Balik Sanli et al.   Journal of the Indian Society of Remote Sensing

Fusion of RADARSAT-2 and multispectral optical remote sensing data for LULC extraction in a tropical agricultural area

(2016) Mohamed Barakat A. Gibril et al.   Geocarto International

Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series

(2016) Jordi Inglada et al.   Remote Sensing

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

Data Fusion and Remote Sensing: An ever-growing relationship

(2016) Michael Schmitt et al.   IEEE Geoscience and Remote Sensing Magazine

Evaluating the sequential masking classification approach for improving crop discrimination in the Sudanian Savanna of West Africa

(2015) Gerald Forkuor et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Enhancing land use classification with fusing dual-polarized TerraSAR-X and multispectral RapidEye data

(2015) Saygin Abdikan et al.   Journal of Applied Remote Sensing

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

(2015) M. Dalla Mura et al.   PROCEEDINGS OF THE IEEE

In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features

(2015) Paolo Villa et al.   Remote Sensing

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery

(2015) Jordi Inglada et al.   Remote Sensing

Pixel-Based Image Compositing for Large-Area Dense Time Series Applications and Science

(2014) J. C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa

(2014) Gerald Forkuor et al.   Remote Sensing

Towards an Operational SAR-Based Rice Monitoring System in Asia: Examples from 13 Demonstration Sites across Asia in the RIICE Project

(2014) Andrew Nelson et al.   Remote Sensing

Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring

(2014) Pauline Dusseux et al.   Remote Sensing

Integration of optical and synthetic aperture radar (SAR) images to differentiate grassland and alfalfa in Prairie area

(2013) Gang Hong et al.   International Journal of Applied Earth Observation and Geoinformation

A Wavelet and IHS Integration Method to Fuse High Resolution SAR with Moderate Resolution Multispectral Images

(2013) Gang Hong et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A segment-based approach to classify agricultural lands by using multi-temporal optical and microwave data

(2012) Asli Ozdarici Ok et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of TerraSAR-X Quadpol backscattering with RapidEye multispectral vegetation indices over rice fields in the Mekong Delta, Vietnam

(2012) Steffen Gebhardt et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Opening the archive: How free data has enabled the science and monitoring promise of Landsat

(2012) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Crop-type identification potential of Radarsat-2 and MODIS images for the Canadian prairies

(2011) Gang Hong et al.   CANADIAN JOURNAL OF REMOTE SENSING

Crop classification in rain-fed and irrigated agricultural areas using Landsat TM and ALOS/PALSAR data

(2011) A. Larrañaga et al.   CANADIAN JOURNAL OF REMOTE SENSING

Integrating SAR and optical imagery for regional mapping of paddy rice attributes in the Poyang Lake Watershed, China

(2011) Nathan Torbick et al.   CANADIAN JOURNAL OF REMOTE SENSING

Solutions for a cultivated planet

(2011) Jonathan A. Foley et al.   NATURE

Land-cover classification using radar and optical images: a case study in Central Mexico

(2010) J. Soria-Ruiz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Fusion of Quickbird MS and RADARSAT SAR data for urban land-cover mapping: object-based and knowledge-based approach

(2010) Yifang Ban et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Synergistic use of multi-temporal Radarsat SAR and AWiFS data for Rabi rice identification

(2010) D. Haldar et al.   Journal of the Indian Society of Remote Sensing

Food Security: The Challenge of Feeding 9 Billion People

(2010) H. C. J. Godfray et al.   SCIENCE

Regional land cover mapping in the humid tropics using combined optical and SAR satellite data—a case study from Central Sulawesi, Indonesia

(2009) S. Erasmi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Advances in Multi-Sensor Data Fusion: Algorithms and Applications

(2009) Jiang Dong et al.   SENSORS

Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion

(2008) B. Waske et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories

(2008) Heather McNairn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING