MATLAB code and data used in the code for thesis titled "Developing a Geospatial Bayesian Probabilistic Method for Groundwater Vulnerability Assessment"

Groundwater vulnerability assessment via sparsity-enforcing Bayesian inference: This code includes Joint maximum a-posteriori (JMAP), variational Bayesian approximation (VBA) and SIDNy algorithms for groundwater vulnerability assessment using spatial series data.基于稀疏约束贝叶斯推断的地下水脆弱性评估： 本代码包含联合最大后验（Joint maximum a-posteriori，JMAP）、变分贝叶斯近似（Variational Bayesian approximation，VBA）以及SIDNy算法，可利用空间序列数据开展地下水脆弱性评估。