RADARSAT Constellation Mission GRD workflow

Available with Image Analyst license.

A RADARSAT Constellation Mission (RCM) synthetic aperture radar (SAR) image must be processed before it can be used for visualization or analysis. Some issues that need to be addressed include calibrating to retrieve a meaningful backscatter value, removing thermal noise, mitigating speckle, removing radiometric and geometric distortions, and rendering images with a large value range.

The Synthetic Aperture Radar toolset, in the Image Analyst toolbox, contains six tools you can use to generate calibrated, terrain-corrected, analysis-ready imagery data from georeferenced RCM Ground Range Detected (GRD) data. The following tools generate analysis-ready RCM GRD data, as described in the table and diagram below:

ToolDescription

Apply Radiometric Calibration

Converts the input synthetic aperture radar (SAR) reflectivity into physical units of normalized backscatter by normalizing the reflectivity using a reference plane.

Remove Thermal Noise

Corrects backscatter disturbances caused by thermal noise in the input synthetic aperture radar (SAR) data, resulting in a more seamless image.

Apply Radiometric Terrain Flattening

Corrects the input synthetic aperture radar (SAR) data for radiometric distortions due to topography.

Despeckle

Corrects the input synthetic aperture radar (SAR) data for speckle, which is a result of coherent illumination that resembles a grainy or salt and pepper effect.

Apply Geometric Terrain Correction

Orthorectifies the input synthetic aperture radar (SAR) data using a range-Doppler backgeocoding algorithm.

Convert SAR Units

Converts the scaling of the input synthetic aperture radar (SAR) data between amplitude and intensity and between linear and decibels (dB).

Workflow for processing analysis-ready imagery data from RCM GRD

RCM GRD processing considerations

The Noise Level Files are provided with the RCM GRD auxiliary products to perform thermal noise removal. Since the estimated instrument noise is provided for calibrated data, run the Apply Radiometric Calibration tool before the Remove Thermal Noise tool.

For a few ScanSAR GRD products, thermal noise removal is already performed. For applicable products, the metadata or product.xml file has the noiseSubtractionPerformed parameter set to True to indicate that thermal noise removal has been performed. When creating analysis-ready data (ARD) for these products, omit the Remove Thermal Noise tool from the ARD workflow.

Related topics