Improve the documentation on the docker images/files.

Co-authored-by: SarahAlidoost <[email protected]>

docs/bmi.md

@@ -13,7 +13,7 @@ For more information on each method, see the sections below.
 
 ### Dockerized executable
 STEMMUS_SCOPE has a Docker image available. This allows you to run the executable file without having to install MCR.
-The Docker image is available at https://ghcr.io/ecoextreml/stemmus_scope
+The Docker image is available at https://ghcr.io/ecoextreml/stemmus_scope. The Docker image is created using the docker file [here](https://github.com/EcoExtreML/STEMMUS_SCOPE/blob/main/Dockerfile).
 
 To use the Docker image, use the `DockerImage` setting in the configuration file:
 ```sh
@@ -50,10 +50,9 @@ If you need access to other model variables that are not yet available in the BM
 
 ## grpc4bmi
 
-A [Docker image is available](https://ghcr.io/ecoextreml/stemmus_scope-grpc4bmi) in which the model as well as the Python BMI have been wrapped in a container.
-This allows communication with a STEMMUS_SCOPE BMI through [grpc4bmi](https://grpc4bmi.readthedocs.io/en/latest/).
+A [Docker image is available](https://ghcr.io/ecoextreml/stemmus_scope-grpc4bmi) in which the model as well as the Python BMI have been wrapped in a container. The Docker image is created using the Docker file [here](https://github.com/EcoExtreML/STEMMUS_SCOPE_Processing/blob/main/Dockerfile) and allows communication with a STEMMUS_SCOPE BMI through [grpc4bmi](https://grpc4bmi.readthedocs.io/en/latest/).
 
-Doing so avoids the needs to install PyStemmusScope yourself, only Docker/apptainer and a python environment with grpc4bmi are required.
+Doing so avoids the needs to install PyStemmusScope yourself, only Docker/apptainer and a python environment with grpc4bmi are required. Please note you should not specify `DockerImage` or `ExeFilePath` in the config file if you are using the grpc4bmi interface. 
 
 A demonstration is available [here](notebooks/grpc4bmi_demo.ipynb)
 
@@ -84,4 +83,4 @@ Lastly you have to update the `get_variable` and `set_variable` functions in `Py
 Here you define how the python code can access them.
 While writing the code you can inspect the state using `model.state`, which allows you to view the full contents of the HDF5 file for easier debugging.
 
-When you release a new Docker image that is compatible with the new BMI implementation, you need to update the `compatible_tags` variable of the class `StemmusScopeDocker` in `PyStemmusScope/bmi/docker_process.py`.
+After implementing the BMI changes, a new [STEMMUS_SCOPE Docker image](https://github.com/EcoExtreML/STEMMUS_SCOPE/pkgs/container/stemmus_scope) should be released that is compatible with the new BMI implementation. A new release usually includes a new tag. Then, you need to update the `compatible_tags` variable of the class `StemmusScopeDocker` in `PyStemmusScope/bmi/docker_process.py`.