To keep that to a minimum, researchers have developed ways to check the accuracy of the data volunteers submit. “We pair-trained staff with our citizen scientists so we can compare data and determine its reliability,” says Georgia Murray, an Appalachian Mountain Club staff scientist in Gorham, New Hampshire. Murray adds, “We have to balance [the need to] collect good data [with the goal of] educating the public on nature and the scientific process.”