AN APPLICATION OF ROLL-INVARIANT POLARIMETRIC FEATURES FOR CROP CLASSIFICATION FROM MULTI-TEMPORAL RADARSAT-2 SAR DATA

AN APPLICATION OF ROLL-INVARIANT POLARIMETRIC FEATURES FOR CROP CLASSIFICATION FROM MULTI-TEMPORAL RADARSAT-2 SAR DATA

Crops are dynamically changing and time-critical in the growing season and therefore multitemporal earth observation data are needed for spatio-temporal monitoring of the crops. This study evaluates the impacts of classical roll-invariant polarimetric features such as entropy (H), anisotropy (A), me...

Full description

Bibliographic Details
Main Authors:	M. Ustuner, F. B. Sanli, S. Abdikan, M. T. Esetlili, G. Bilgin
Format:	Article
Language:	English
Published:	Copernicus Publications 2018-09-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-1/451/2018/isprs-archives-XLII-1-451-2018.pdf

Similar Items

On the Use of Neumann Decomposition for Crop Classification Using Multi-Temporal RADARSAT-2 Polarimetric SAR Data
by: Qinghua Xie, et al.
Published: (2019-03-01)

Crop Type Classification Using Vegetation Indices of RapidEye Imagery
by: M. Ustuner, et al.
Published: (2014-09-01)

Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation
by: Mustafa Ustuner, et al.
Published: (2019-02-01)

Comparison of different fusion algorithms in urban and agricultural areas using sar (palsar and radarsat) and optical (spot) images
by: Saygin Abdikan, et al.

PolSAR Land Cover Classification Based on Roll-Invariant and Selected Hidden Polarimetric Features in the Rotation Domain
by: Chensong Tao, et al.
Published: (2017-07-01)

Dryland Crop Classification Combining Multitype Features and Multitemporal Quad-Polarimetric RADARSAT-2 Imagery in Hebei Plain, China
by: Di Wang, et al.
Published: (2021-01-01)

Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission
by: Brian Brisco, et al.
Published: (2020-10-01)

Sensitivity Analysis of Multi-Temporal Sentinel-1 SAR Parameters to Crop Height and Canopy Coverage
by: Rouhollah Nasirzadehdizaji, et al.
Published: (2019-02-01)

Multi-Temporal Polarimetric RADARSAT-2 for Land Cover Monitoring in Northeastern Ontario, Canada
by: Jeffrey W. Cable, et al.
Published: (2014-03-01)

Fusion of terrasar-x and rapideye data: a quality analysis
by: F. Balik Sanli, et al.
Published: (2013-10-01)

PRELIMINARY RESULTS OF ESTIMATING SOIL MOISTURE OVER BARE SOIL USING FULL-POLARIMETRIC ALOS-2 DATA
by: A. Sekertekin, et al.
Published: (2016-10-01)

TERRAIN CORRECTION OF POLARIMETRIC SAR DATA AND ITS APPLICATION IN MAPPING MOUNTAIN GLACIER FACIES WITH RADARSAT-2 SAR
by: B. Tian, et al.
Published: (2012-09-01)

Agricultural Monitoring in Northeastern Ontario, Canada, Using Multi-Temporal Polarimetric RADARSAT-2 Data
by: Jeffrey W. Cable, et al.
Published: (2014-03-01)

Detectability Analysis of Road Vehicles in Radarsat-2 Fully Polarimetric SAR Images for Traffic Monitoring
by: Bo Zhang, et al.
Published: (2017-02-01)

ADVANCEMENTS IN ESTIMATING CROP GROWTH STAGES USING RADARSAT-2 AND TERRASAR-X POLARIMETRIC DATA
by: G. Lampropoulos, et al.
Published: (2015-04-01)

LAND COVER MAPPING USING SENTINEL-1 SAR DATA
by: S. Abdikan, et al.
Published: (2016-06-01)

Investigation of the capability of multitemporal RADARSAT-2 fully polarimetric SAR images for land cover classification：a case of Panyu, Guangdong province
by: Di Liu, et al.
Published: (2021-01-01)

Parcel-Based Crop Classification Using Multi-Temporal TerraSAR-X Dual Polarimetric Data
by: Rei Sonobe
Published: (2019-05-01)

NEW VEGETATION INDICES FOR FULL AND COMPACT POLARIMETRIC SAR DATA: IN PREPARATION FOR THE RADARSAT CONSTELLATION MISSION (RCM)
by: D. Ratha, et al.
Published: (2020-10-01)

Land Cover Classification in SubArctic Regions Using Fully Polarimetric RADARSAT-2 Data
by: Yannick Duguay, et al.
Published: (2016-08-01)

Moving to the RADARSAT Constellation Mission: Comparing Synthesized Compact Polarimetry and Dual Polarimetry Data with Fully Polarimetric RADARSAT-2 Data for Image Classification of Peatlands
by: Lori White, et al.
Published: (2017-06-01)

Crop Height Estimation of Corn from Multi-Year RADARSAT-2 Polarimetric Observables Using Machine Learning
by: Qinghua Xie, et al.
Published: (2021-01-01)

BACKSCATTER ANALYSIS USING MULTI-TEMPORAL SENTINEL-1 SAR DATA FOR CROP GROWTH OF MAIZE IN KONYA BASIN, TURKEY
by: S. Abdikan, et al.
Published: (2018-04-01)

Crop Monitoring and Classification Using Polarimetric RADARSAT-2 Time-Series Data Across Growing Season: A Case Study in Southwestern Ontario, Canada
by: Qinghua Xie, et al.
Published: (2021-04-01)

Short-interval monitoring of land use and land cover change using RADARSAT-2 polarimetric SAR images
by: Qi, Zhixin, et al.
Published: (2014)

WETLAND CLASSIFICATION FOR BLACK DUCK HABITAT MANAGEMENT USING COMBINED POLARIMETRIC RADARSAT 2 AND SPOT IMAGERY
by: W. Zhang, et al.
Published: (2018-04-01)

SUPERVISED CLASSIFICATION OF POLARIMETRIC SAR IMAGERY USING TEMPORAL AND CONTEXTUAL INFORMATION
by: A. Dargahi, et al.
Published: (2013-09-01)

Mapping Mangrove Forests of Dongzhaigang Nature Reserve in China Using Landsat 8 and Radarsat-2 Polarimetric SAR Data
by: Jianing Zhen, et al.
Published: (2018-11-01)

POLARIMETRIC SAR DATA FROM SENTINEL-1A APPLIED TO EARLY CROP CLASSIFICATION
by: L. V. Oldoni, et al.
Published: (2020-08-01)

Polarimetric SAR Sea Ice Classification Based on Target Decompositional Features
by: ZHAO Quanhua, et al.
Published: (2018-12-01)

Crop Monitoring by Satellite Polarimetric SAR Interferometry
by: Romero-Puig, Noelia
Published: (2021)

Filtering effects on classification of polarimetric SAR
by: Chen, Chia-Tang, et al.
Published: (1997)

Joint Polarimetric-Adjacent Features Based on LCSR for PolSAR Image Classification
by: Xiao Wang, et al.
Published: (2021-01-01)

BALANCED VS IMBALANCED TRAINING DATA: CLASSIFYING RAPIDEYE DATA WITH SUPPORT VECTOR MACHINES
by: M. Ustuner, et al.
Published: (2016-06-01)

POLARIMETRIC SIGNATURES IDENTIFICATION FOR DIFFERENT FEATURES IN RADARSAT-2 POLSAR IMAGE: A CASE STUDY OF HALAYIB AREA, EGYPT
by: A. H. Nasr, et al.
Published: (2016-06-01)

Structural Classification of Marshes with Polarimetric SAR Highlighting the Temporal Mapping of Marshes Exposed to Oil
by: Elijah Ramsey, et al.
Published: (2015-09-01)

On the Added Value of Quad-Pol Data in a Multi-Temporal Crop Classification Framework Based on RADARSAT-2 Imagery
by: Arantzazu Larrañaga, et al.
Published: (2016-04-01)

Feature-Based Nonlocal Polarimetric SAR Filtering
by: Xiaoli Xing, et al.
Published: (2017-10-01)

Response of Multi-Incidence Angle Polarimetric RADARSAT-2 Data to Herbaceous Vegetation Features in the Lower Paraná River Floodplain, Argentina
by: Natalia Soledad Morandeira, et al.
Published: (2021-06-01)

Synergistic Use of Multi-Temporal RADARSAT-2 and VENµS Data for Crop Classification Based on 1D Convolutional Neural Network
by: Chunhua Liao, et al.
Published: (2020-03-01)