The researchers used GPS data to correct errors in humidity measurements from weather balloons in China. They found that older weather balloons had more errors related to station elevation and temperature, while newer ones had more consistent errors. By applying corrections, they improved the accuracy of the humidity data, showing better agreement with GPS measurements. This helped reduce artificial trends in humidity levels over the past two decades.