Neural network soil thermal conductivity prediction

The uploaded dataset comprises two folders:

1. “Model Prediction” Folder: This folder contains the complete dataset utilized in this study, along with the trained neural network. It enables users to reproduce the results presented in Figure 8 (training and testing outcomes) and facilitates the application of the model to additional soil datasets.
2. “Global Map of Model Parameters” Folder: This folder demonstrates an example application of the trained model, where the authors used SSCBD data from a global hydraulic properties dataset to generate and visualize the global distribution of the MLD model parameters.