Change "their" to "its" and the sentence will be grammatically correct. However, I have my doubts about the use of the word "inflamed" here. Do you want to say "its ability to catch fire/ignite?" Another word for this idea is "flammability." So, you could say this instead: "Because of its flammability, marsh gas has often been mistaken for unidentified flying objects."