4.6 Review

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

Related references

Note: Only part of the references are listed.
Article Remote Sensing

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

Alex O. Onojeghuo et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Review Remote Sensing

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

Aaron E. Maxwell et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Article Computer Science, Information Systems

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

Giles Foody et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2018)

Article Environmental Sciences

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

Fusun Balik Sanli et al.

JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING (2017)

Article Environmental Sciences

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

Mohamed Barakat A. Gibril et al.

GEOCARTO INTERNATIONAL (2017)

Article Geography, Physical

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

Rei Sonobe et al.

GISCIENCE & REMOTE SENSING (2017)

Review Engineering, Electrical & Electronic

Radar Remote Sensing of Agricultural Canopies: A Review

Susan C. Steele-Dunne et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Remote Sensing

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

Cheng Qiao et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Environmental Sciences

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

David Frantz et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Article Environmental Sciences

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

Lamin R. Mansaray et al.

REMOTE SENSING (2017)

Article Multidisciplinary Sciences

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

Juan Carlos Laso Bayas et al.

SCIENTIFIC DATA (2017)

Article Engineering, Electrical & Electronic

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

Sergii Skakun et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)

Article Engineering, Electrical & Electronic

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

Nataliia Kussul et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)

Article Remote Sensing

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

Yuqi Cheng et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2016)

Article Geography, Physical

Automated mapping of soybean and corn using phenology

Liheng Zhong et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Data Fusion and Remote Sensing An ever-growing relationship

Michael Schmitt et al.

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2016)

Article Agriculture, Multidisciplinary

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

Gerald Forkuor et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Environmental Sciences

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

Saygin Abdikan et al.

JOURNAL OF APPLIED REMOTE SENSING (2015)

Article Engineering, Electrical & Electronic

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

Mauro Dalla Mura et al.

PROCEEDINGS OF THE IEEE (2015)

Review Remote Sensing

Structuring contemporary remote sensing image fusion

Christine Pohl et al.

INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION (2015)

Article Remote Sensing

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

J. C. White et al.

CANADIAN JOURNAL OF REMOTE SENSING (2014)

Article Remote Sensing

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

Gang Hong et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2014)

Article Environmental Sciences

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

Pauline Dusseux et al.

REMOTE SENSING (2014)

Proceedings Paper Engineering, Environmental

Integration of Multispectral and C-Band SAR Data for Crop Classification

L. Iannini et al.

REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XV (2013)

Article Remote Sensing

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

Asli Ozdarici Ok et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2012)

Article Environmental Sciences

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

Michael A. Wulder et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Remote Sensing

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

Gang Hong et al.

CANADIAN JOURNAL OF REMOTE SENSING (2011)

Article Remote Sensing

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

A. Larranaga et al.

CANADIAN JOURNAL OF REMOTE SENSING (2011)

Article Multidisciplinary Sciences

Solutions for a cultivated planet

Jonathan A. Foley et al.

NATURE (2011)

Article Remote Sensing

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

J. Soria-Ruiz et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2010)

Article Environmental Sciences

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

D. Haldar et al.

JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING (2010)

Review Multidisciplinary Sciences

Food Security: The Challenge of Feeding 9 Billion People

H. Charles J. Godfray et al.

SCIENCE (2010)

Review Remote Sensing

Multi-source remote sensing data fusion: status and trends

Jixian Zhang

INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION (2010)

Article Geography, Physical

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

Heather McNairn et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2009)

Article Geography, Physical

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

Gang Hong et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2009)

Review Chemistry, Analytical

Advances in Multi-Sensor Data Fusion: Algorithms and Applications

Jiang Dong et al.

SENSORS (2009)

Article Geochemistry & Geophysics

Classifying multilevel imagery from SAR and optical sensors by decision fusion

Bjoern Waske et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2008)

Article Geochemistry & Geophysics

Classification and extraction of spatial features in urban areas using high-resolution multispectral imagery

Xin Huang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2007)

Article Geography, Physical

Image fusion using the Ehlers spectral characteristics preservation algorithm

Sascha Klonus et al.

GISCIENCE & REMOTE SENSING (2007)

Review Remote Sensing

A survey of image classification methods and techniques for improving classification performance

D. Lu et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2007)

Article Remote Sensing

Influence of image fusion approaches on classification accuracy: a case study

Rene R. Colditz et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)

Article Geochemistry & Geophysics

Efficient texture analysis of SAR imagery

U Kandaswamy et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Geochemistry & Geophysics

Integration of optical and radar classifications for mapping pasture type in western Australia

MJ Hill et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Environmental Sciences

Efficiency of crop identification based on optical and SAR image time series

X Blaes et al.

REMOTE SENSING OF ENVIRONMENT (2005)

Article Remote Sensing

The application of C-band polarimetric SAR for agriculture: a review

H McNairn et al.

CANADIAN JOURNAL OF REMOTE SENSING (2004)

Article Geochemistry & Geophysics

A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas

AK Shackelford et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Geochemistry & Geophysics

Information fusion for rural land-use classification with high-resolution satellite imagery

WX Sun et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Remote Sensing

Providing crop information using RADARSAT-1 and satellite optical imagery

H McNairn et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Environmental Sciences

Comparison of algorithms for classifying Swedish landcover using Landsat TM and ERS-1 SAR data

DB Michelson et al.

REMOTE SENSING OF ENVIRONMENT (2000)