Abstract. Highly oxygenated organic molecules (HOM) play a pivotal role in the formation of secondary organic aerosol (SOA). Therefore, the distribution and yields of HOM are fundamental to understand their fate and chemical evolution in the atmosphere, and it is conducive to ultimately assess the impact of SOA on air quality and climate change. In this study, gas-phase HOM formed from the reaction of limonene with OH radical in photooxidation were investigated in the SAPHIR chamber (Simulation of Atmospheric PHotochemistry In a large Reaction chamber) using a time-of-flight chemical ionization mass spectrometer with nitrate reagent ion (NO3−-CIMS). A large number of HOM, including monomers (C9–10) and dimers (C17–20), were detected and classified into various families. Both closed-shell products and open-shell peroxy radicals (RO2), were identified under low NO (0.1 ppt–~0.2 ppb) and high NO conditions (17 ppb). C10 monomers are the most abundant HOM products and account for over 80 % total HOM. Closed-shell C10 monomers were formed from two peroxy radical familie, C10H15Ox•(x=7–12) and C10H17Ox•(x=8–13), and their respective termination reactions with NO, RO2, and HO2. While C10H17Ox• is likely formed by OH addition to C10H16, the dominant initial step of limonene+OH, C10H15Ox•, is likely formed via H-abstraction by OH. C10H15Ox• and related products contributed 43 % and 46 % of C10-HOM at low and high NO, demonstrating that H-abstraction pathways play a significant role in HOM formation in the reaction of limonene+OH. Combining theoretical kinetic calculations, structure activity relationships (SARs), literature data, and the observed RO2 intensities, we proposed tentative mechanisms of HOM formation from both pathways. We further estimated the molar yields of HOM to be 3.04−1.64+3.89 % and 0.82−0.44+1.05 % at low and high NO, respectively. Our study highlights the importance of H-abstraction by OH and provides yield and tentative pathways in the OH oxidation of limonene to simulate the HOM formation and assess their role in SOA formation.