Geothermal anomalies, as surface manifestations of geothermal activity, are essential indicators of subsurface processes, and mapping them is a key step toward understanding the global distribution of geothermal potential. However, large-scale patterns remain poorly characterized due to limited ground-based observations and complicated environmental interferences. This study presents the first global detection of geothermal anomalies from land surface temperature. Spatial and temporal geothermal