Synthetic Aperture Radar (SAR) image processing for operational space-based agriculture mapping

Multi-Temporal SAR Data Large-Scale Crop Mapping Based on U-Net Model

(2019) Sisi Wei et al.   Remote Sensing

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

(2019) Christopher A. Ramezan et al.   Remote Sensing

Time series potential assessment for biophysical characterization of orchards and crops in a mixed scenario with Sentinel-1A SAR data.

(2019) Hemant Sahu et al.   Geocarto International

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed

(2019) François Waldner et al.   International Journal of Applied Earth Observation and Geoinformation

Trends in Remote Sensing Accuracy Assessment Approaches in the Context of Natural Resources

(2019) Lucia Morales-Barquero et al.   Remote Sensing

Trends in Global Agricultural Land Use: Implications for Environmental Health and Food Security

(2018) Navin Ramankutty et al.   Annual Review of Plant Biology

A versatile data-intensive computing platform for information retrieval from big geospatial data

(2018) P. Soille et al.   Future Generation Computer Systems-The International Journal of eScience

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

Fusion of Moderate Resolution Earth Observations for Operational Crop Type Mapping

(2018) Nathan Torbick et al.   Remote Sensing

Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France

(2018) Emile Ndikumana et al.   Remote Sensing

A Speckle Filtering Method Based on Hypothesis Testing for Time-Series SAR Images

(2018) Jili Yuan et al.   Remote Sensing

Multi-temporal RADARSAT-2 polarimetric SAR for maize mapping supported by segmentations from high-resolution optical image

(2018) Guanyuan Shuai et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

Multi-incidence angle RISAT-1 Hybrid Polarimetric SAR data for large area mapping of maize crop – a case study in Khagaria district, Bihar, India

(2017) Ramana Kothapalli Venkata et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new method for crop classification combining time series of radar images and crop phenology information

(2017) Damian Bargiel   REMOTE SENSING OF ENVIRONMENT

Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries

(2017) George Azzari 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

Impacts of Sample Design for Validation Data on the Accuracy of Feedforward Neural Network Classification

(2017) Giles Foody   Applied Sciences-Basel

Dual-polarimetric C-band SAR data for land use/land cover classification by incorporating textural information

(2016) Varun Narayan Mishra et al.   Environmental Earth Sciences

Scattering-Based SARBM3D

(2016) Gerardo Di Martino et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparison and Analysis of Geometric Correction Models of Spaceborne SAR

(2016) Weihao Jiang et al.   SENSORS

Mapping rice extent and cropping scheme in the Mekong Delta using Sentinel-1A data

(2016) Duy Ba Nguyen et al.   Remote Sensing Letters

Best Accuracy Land Use/Land Cover (LULC) Classification to Derive Crop Types Using Multitemporal, Multisensor, and Multi-Polarization SAR Satellite Images

(2016) Christoph Hütt et al.   Remote Sensing

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

NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising

(2015) Charles-Alban Deledalle et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Radar speckle reduction and derived texture measures for land cover/use classification: a case study

(2015) Terry Idol et al.   Geocarto International

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

Mapping CORINE Land Cover from Sentinel-1A SAR and SRTM Digital Elevation Model Data using Random Forests

(2015) Heiko Balzter et al.   Remote Sensing

Mapping agricultural wetlands in the Sacramento Valley, USA with satellite remote sensing

(2014) Nathan Torbick et al.   WETLANDS ECOLOGY AND MANAGEMENT

Climate-smart agriculture for food security

(2014) Leslie Lipper et al.   Nature Climate Change

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

(2014) Gerald Forkuor et al.   Remote Sensing

Quality Assessment of Despeckled SAR Images

(2013) Silvana G. Dellepiane et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Benchmarking Framework for SAR Despeckling

(2013) Gerardo Di Martino et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND 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

Climate Change Impacts on Global Food Security

(2013) T. Wheeler et al.   SCIENCE

A Nonlocal SAR Image Denoising Algorithm Based on LLMMSE Wavelet Shrinkage

(2011) Sara Parrilli et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Crop classification using multi-configuration SAR data in the North China Plain

(2011) Kun Jia et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data

(2010) I. Becker-Reshef et al.   REMOTE SENSING OF ENVIRONMENT

The Contribution of ALOS PALSAR Multipolarization and Polarimetric Data to Crop Classification

(2009) H. McNairn et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Discrimination of agricultural crops in a tropical semi-arid region of Brazil based on L-band polarimetric airborne SAR data

(2008) Wagner F. Silva et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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