Ambient air endotoxin concentrations displayed discordant patterns over time. Spatial variation was larger for endotoxin than for PM10 in a livestock dense area. Livestock characteristics explained spatial variation in endotoxin concentrations. Effect of local livestock-related sources on spatial variation of PM10 was limited.