“…Check for updates Zeyuan Li 1,2 , Thomas Flynn 3 , Tongchao Liu 4 , Sizhan Liu 5 , Wah-Keat Lee 1 , Ming Tang 2 & Mingyuan Ge 1 Improving the spatial and spectral resolution of 2D X-ray near-edge absorption structure (XANES) has been a decade-long pursuit to probe local chemical reactions at the nanoscale. However, the poor signal-to-noise ratio in the measured images poses significant challenges in quantitative analysis, especially when the element of interest is at a low concentration.…”