Gaia serial CTI modelling and radiation damage study

TL;DR

This paper presents a detailed, physically motivated model for CCD radiation damage in Gaia's spacecraft, focusing on serial CTI effects, calibrated with mission data to improve astrometric accuracy.

Contribution

It introduces CtiPixel, a pixel-based CTI model for Gaia CCDs, calibrated with serial CTI diagnostics, revealing damage evolution and defect characteristics over the mission.

Findings

Serial CTI increases slowly over time with sudden jumps after solar events.

The model accurately reproduces observed CTI signatures in calibration data.

Damage evolution correlates with space weather and CCD annealing procedures.

Abstract

During the course of its mission, ESA's Gaia spacecraft has generated a map of the stars of the Galaxy of exquisite detail. While in its L2 orbit, the satellite has been exposed to high energy cosmic rays and solar particles, that caused permanent damage to its CCDs. The main effect of radiation damage on Gaia data is the distortion of its images and spectra, caused by the CCDs charge transfer inefficiency (CTI) during the readout process, that, if not taken into account, can result in inaccurate measurements of a star's location and flux. In this work, the impact of CTI in the serial readout direction, larger than in the parallel due to the presence of CCDs manufacturing defects, has been analysed and modelled. A pixel-based, physically motivated CTI model, CtiPixel, has been developed to characterise the damage in Gaia CCDs. The model has been calibrated using dedicated serial CTI diagnostic data, taken every 3-4 months over the course of the mission. The model is shown to be a good representation of the observed signatures of CTI in the calibration datasets, and its parameters reveal significant insights into the nature of the CCD defects generated by space irradiation. The evolution of the damage in the serial direction shows a general small linear increase over time, with sudden step changes after strong solar flares and coronal mass ejections directed towards Earth. The serial CTI showed a further step increase as a consequence of the engineering CCD annealing experiment carried out after the completion of Gaia science observations.