The atmospheric aldehyde compounds were sampled by high efficiency diffusion scrubber (HEDS) and analyzed by HPLC. The sampling and analysis process can be automated and performed in real-time by continuous sampling of HEDS. All carbonyl compounds regulated by the odor regulation law can be measured in sub-ppbv level and in real-time by the HEDS-HPLC system.