Other studies using 150 years of herbarium specimens found more than a one month delay in the onset of autumn since the 19th century, and found that insect, viral, and drought stress can also affect the timing of fall coloration in maple trees.[27][28] Also, other factors, such as increasing ozone levels close to the ground (tropospheric ozone pollution), can negate the beneficial effects of elevated carbon dioxide.[29]