Title
Multi-Mode GF-3 Satellite Image Geometric Accuracy Verification Using the RPC Model.
Abstract
The GaoFen-3 (GF-3) satellite is the first C-band multi-polarization synthetic aperture radar (SAR) imaging satellite with a resolution up to 1 m in China. It is also the only SAR satellite of the High-Resolution Earth Observation System designed for civilian use. There are 12 different imaging models to meet the needs of different industry users. However, to use SAR satellite images for related applications, they must possess high geometric accuracy. In order to verify the geometric accuracy achieved by the different modes of GF-3 images, we analyze the SAR geometric error source and perform geometric correction tests based on the RPC model with and without ground control points (GCPs) for five imaging modes. These include the spotlight (SL), ultra-fine strip (UFS), Fine Strip I (FSI), Full polarized Strip I (QPSI), and standard strip (SS) modes. Experimental results show that the check point residuals are large and consistent without GCPs, but the root mean square error of the independent checkpoints for the case of four corner control points is better than 1.5 pixels, achieving a similar level of geometric positioning accuracy to that of international satellites. We conclude that the GF-3 satellite can be used for high-accuracy geometric processing and related industry applications.
Year
DOI
Venue
2017
10.3390/s17092005
SENSORS
Keywords
Field
DocType
GF-3,RPC model,geometric correction,accuracy
Satellite,Earth observation system,Synthetic aperture radar,Geometric error,Remote sensing,Mean squared error,Pixel,Engineering,Satellite image
Journal
Volume
Issue
ISSN
17
9.0
1424-8220
Citations 
PageRank 
References 
6
0.48
2
Authors
6
Name
Order
Citations
PageRank
Taoyang Wang1217.85
Guo Zhang24911.45
Lei Yu3267.96
Ruishan Zhao4213.28
Mingjun Deng5214.63
Kai Xu6174.45