These data consist of ground-based soil moisture, soil temperature, and air temperature measurements recorded by twenty-five temporary stations located in the vicinity of Millbrook, NY during the SMAPVEX19-22 campaign. The stations were installed across an area of approximately 25 km by 30 km in May 2019 and operated through 2022.