Moso bamboo, recognized for its wide distribution and economic importance, encounters challenges in varietal enhancement owing to its protracted sexual reproduction cycle. This study employed whole-genome resequencing to identify spontaneous mutations in Moso bamboo and investigated mutagenesis using atmospheric and room temperature plasma (ARTP). Through the sequencing results, we identified a population of flowering bamboo as an asexual breeding line. Notably, the flowering Moso bamboo population, exclusively derived from asexual reproduction, exhibited a high spontaneous mutation rate (4.54 × 10−4 to 1.15 × 10−3/bp) during sexual reproduction, considering parental and cross-pollination effects. Genetic disparities between the offspring and parents exhibited a bimodal distribution, indicating a substantial cross-pollination rate. ARTP mutagenesis increased structural variations in offspring, whereas changes in SNPs and INDELs were less pronounced. Sanger sequencing validated the gene subset, providing a foundation for the investigation of spontaneous mutation rates via whole-genome sequencing. These insights, particularly from mutagenized offspring sequencing, can contribute to Moso bamboo breeding strategies.