TY - JOUR A1 - Mayer, Dennis A1 - Lever, Fabiano A1 - Gühr, Markus T1 - Data analysis procedures for time-resolved x-ray photoelectron spectroscopy at a SASE free-electron-laser JF - Journal of physics : B, Atomic, molecular and optical physics N2 - The random nature of self-amplified spontaneous emission (SASE) is a well-known challenge for x-ray core level spectroscopy at SASE free-electron lasers (FELs). Especially in time-resolved experiments that require a combination of good temporal and spectral resolution the jitter and drifts in the spectral characteristics, relative arrival time as well as power fluctuations can smear out spectral-temporal features. We present a combination of methods for the analysis of time-resolved photoelectron spectra based on power and time corrections as well as self-referencing of a strong photoelectron line. Based on sulfur 2p photoelectron spectra of 2-thiouracil taken at the SASE FEL FLASH2, we show that it is possible to correct for some of the photon energy drift and jitter even when reliable shot-to-shot photon energy data is not available. The quality of pump-probe difference spectra improves as random jumps in energy between delay points reduce significantly. The data analysis allows to identify coherent oscillations of 1 eV shift on the mean photoelectron line of 4 eV width with an error of less than 0.1 eV. KW - free-electron laser KW - photoelectron spectroscopy KW - FLASH Y1 - 2022 U6 - https://doi.org/10.1088/1361-6455/ac3c91 SN - 0953-4075 SN - 1361-6455 VL - 55 IS - 5 PB - IOP Publ. CY - Bristol ER -