Physics-Informed Neural Networks to Develop Site-specific Pedotransfer Functions
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资源简介：
Pedotransfer functions (PTFs) are widely used to estimate soil hydraulic properties based on easily accessible soil information, playing an important role in the parameterization of earth surface models.The “SPTF_SUR.py” script serves as an integrated suite of SPTF models and surrogate models. The “SPTFs.ipynb” script presents a case study for the definition, training, and evaluation of SPTF(FXW-M3), incorporating relevant data and technical details. (python>=3.11, pytorch>=2.0.0)
创建时间：
2025-08-07
