After countless years of daydreamers being told otherwise, there’s now a good reason to keep your head in the clouds. Scientists combed through satellite photographs of cloud cover taken twice a day for 15 years from nearly every square kilometer of Earth to study the planet’s varied environments.

By creating cloud atlases, the researchers were able to better predict the location of plants and animals on land with unprecedented spatial resolution, allowing them to study certain species, including those that are often in remote places. The results were published last week in PLOS Biology.