Update README.md

Author: bodlukas

README.md

@@ -6,6 +6,9 @@ This repository contains the code to perform Bayesian parameter estimation for s
 
 > Bodenmann L., Baker J. W., Stojadinovic B. (20xx): "Accounting for path and site effects in spatial ground-motion correlation models using Bayesian inference" (Include link and further info once available).
 
+![alt text](https://github.com/bodlukas/ground-motion-correlation-bayes/blob/main/data/corr_schema_dark.png#gh-dark-mode-only)
+![alt text](https://github.com/bodlukas/ground-motion-correlation-bayes/blob/main/data/corr_schema_bright.png#gh-light-mode-only)
+
 ## Structure
 
 The folder [data](data/) contains the data used to estimate the correlation model parameters, as well as some further data used in the introductory figure in the manuscript, and for the case study application.
@@ -28,4 +31,4 @@ The notebook [figures.ipynb](figures.ipynb) reproduces the figures shown in the
 
 We performed model estimation on Linux and did not test other opearting systems. To perform model estimation on your local machine, you can set up a Windows Subsystem for Linux ([WSL](https://learn.microsoft.com/en-us/windows/wsl/install)). Then install [miniconda](https://docs.conda.io/en/latest/miniconda.html) and create an environment as `conda env create -f environment_numpyro.yml`.
 
-Application of the estimated models and the plotting of the results should also work on other operating systems than Linux and you can create a miniconda environment as `conda env create -f environment_basic.yml`.
+Application of the estimated models and the plotting of the results should also work on other operating systems than Linux and you can create a miniconda environment as `conda env create -f environment_basic.yml`.