Data2HSM User Manual

The Data2HSM User Manual serves as a guide for using the Data2HSM suite of tools. It begins with a quick start guide, followed by step-by-step instructions for setup and execution of Data2HSM. Next, it provides a detailed overview of each tool, beginning with the theoretical background, followed by a description of the user-defined text-based and interactive input parameters required to configure the tool, and of the various available tool outputs. Lastly, the document provides an overview of tool assumptions, limitations, and general recommendations. Overall, the goal of this documentation is to equip users with the knowledge and resources needed to effectively apply this software in support of hydrostratigraphic model development. References: + Guo, J, & X, X. 2023. “GeoPDNN 1.0: A semi-supervised deep learning neural network using pseudo-labels for three-dimensional shallow strata modelling and uncertainty analysis in urban areas from borehole data.” [Code, data set, and video]. Zenodo. [Website.] Viewed online at: https://doi.org/10.5281/zenodo.10604091. Accessed: Apr. 9, 2024. + Gulbrandsen, M. L., Cordua, K. S., Bach, T., & Hansen, T. M. (2017). Smart Interpretation – automatic geological interpretations based on supervised statistical models. Computational Geosciences, 21(3), 427–440. https://doi.org/10.1007/s10596-017-9621-8 ###Questions and comments may be directed to Basin.Characterization@water.ca.gov.