My project consisted on analyzing and interpreting atmospheric concentrations of methane and carbon dioxide at the Amazon Tall Tower Observatory. I used observational approaches, atmospheric transport models and inversion techniques to interpret temporal and spatial patterns of sources and sinks of carbon dioxide and methane.