Pedotransfer functions help scientists understand soil properties for Earth system modeling. New PTFs are being developed to accurately represent soil variability. Recent advancements focus on solute transport, heat exchange, soil respiration, and more. These functions are crucial for studying land surface models and can be applied across various Earth science disciplines. Advanced sensing techniques are improving our ability to use PTFs, but more work is needed to handle uncertainty and validate global applications.