Jul 2026· The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences· Vol XLIX-B1-2026, pp. 353-360· 0 citations· 6 references
Abstract
Abstract. Matrix detectors and colour filters arrays are more widely used for satellites and rover missions in the past years. Recently, four CO3D (from “Constellation Optique 3D” in french) satellites equipped with COTS matrix Bayer sensor were launched and calibrated. Both the sensor sampling distinctive features and the new Step & Stare guidance mode are leading to new calibration and processing paradigms. In this paper, we delve into techniques dedicated for such Bayer matrix-based system, mainly but not limited to high-resolution (HR) Earth-observation (EO) satellite missions. We first describe dedicated techniques for in-orbit radiometric performance assessment like signal-to-noise ratio (SNR) and modulation transfer function (MTF). Then we address ground processing dedicated to Bayer acquisitions. Finally, we demonstrate the validity of our approach with CO3D in-orbit measurements. We also apply the radiometric ground processing on real images and provide a comparison with Pléiades-HR imagery, demonstrating the many benefits of the CO3D mission and all its novelties. CO3D in-orbit testing (IoT) is still ongoing eight months after launch, the in-flight performances are not presented in this paper due to confidentiality agreement.
Reliable radiometric monitoring of Earth observation satellites is often constrained by reliance on bright desert reference sites, which do not represent dark and heterogeneous vegetation targets. This study presents a physics-based top-of-atmosphere forward-simulation framework that integrates an automated forest grou...
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Accurate, long-term, and continuous monitoring of Earth’s radiances is crucial for detecting subtle climate change signals. International expert teams are developing space-based reference systems to establish an SI-traceable radiometric benchmark in orbit. The High-Accuracy Onboard Calibrator (HAOC) is a pioneering pro...
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