diff --git a/README.md b/README.md
index 1029186..f83661f 100644
--- a/README.md
+++ b/README.md
@@ -191,6 +191,28 @@ mmax <- 10
 lint$lqag(py_func(integrand), r_to_py(mmin), r_to_py(mmax), c(mu, sig))
 ```
 
+## Citation
+
+If using `lintegrate` in your research, I would be grateful if you cite the associated [JOSS paper](https://joss.theoj.org/papers/10.21105/joss.04231) for the software. The following BibTeX citation can be used:
+
+```bibtex
+@article{Pitkin2022,
+  doi = {10.21105/joss.04231},
+  url = {https://doi.org/10.21105/joss.04231},
+  year = {2022},
+  publisher = {The Open Journal},
+  volume = {7},
+  number = {73},
+  pages = {4231},
+  author = {Matthew Pitkin},
+  title = {lintegrate: A C/Python numerical integration library for working in log-space},
+  journal = {Journal of Open Source Software}
+}
+```
+
+You may also want to cite the [GSL](https://www.gnu.org/software/gsl/) reference "_M. Galassi et al, GNU Scientific Library Reference Manual (3rd Ed.), ISBN 0954612078_" and the URL http://www.gnu.org/software/gsl/.
+
+
 [![DOI](https://joss.theoj.org/papers/10.21105/joss.04231/status.svg)](https://doi.org/10.21105/joss.04231)
 [![Build Status](https://github.com/mattpitkin/lintegrate/workflows/build/badge.svg)](https://github.com/mattpitkin/lintegrate/actions?query=workflow%3Abuild)
 [![PyPI version](https://badge.fury.io/py/lintegrate.svg)](https://badge.fury.io/py/lintegrate)
diff --git a/docs/index.rst b/docs/index.rst
index ab01497..07311e4 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -18,14 +18,37 @@ accessed in a similar way to the SciPy :func:`~scipy.integrate.quad` function.
    Python API <pythonapi>
    Examples <examples>
 
+Citation
+~~~~~~~~
+
+If using lintegrate within you research, I would be grateful if you cite the associated `JOSS paper <https://joss.theoj.org/papers/10.21105/joss.04231>`_ for the software. The following BibTeX citation can be used:
+
+.. code-block:: bibtex
+
+   @article{Pitkin2022,
+     doi = {10.21105/joss.04231},
+     url = {https://doi.org/10.21105/joss.04231},
+     year = {2022},
+     publisher = {The Open Journal},
+     volume = {7},
+     number = {73},
+     pages = {4231},
+     author = {Matthew Pitkin},
+     title = {lintegrate: A C/Python numerical integration library for working in log-space},
+     journal = {Journal of Open Source Software}
+   }
+
+You may also want to cite the `GSL <https://www.gnu.org/software/gsl/>`__ reference "*M. Galassi et al, GNU Scientific Library Reference Manual (3rd Ed.), ISBN 0954612078*" and the URL http://www.gnu.org/software/gsl/.
+
+
 Indices and tables
 ==================
 
 * :ref:`genindex`
 * :ref:`search`
 
-.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.5913234.svg
-   :target: https://doi.org/10.5281/zenodo.5913234
+.. image:: https://joss.theoj.org/papers/10.21105/joss.04231/status.svg
+   :target: https://doi.org/10.21105/joss.04231
 
 .. image:: https://badge.fury.io/py/lintegrate.svg
    :target: https://badge.fury.io/py/lintegrate
@@ -34,4 +57,4 @@ Indices and tables
    :target: https://anaconda.org/conda-forge/lintegrate
 
 .. image:: https://github.com/mattpitkin/lintegrate/workflows/build/badge.svg
-   :target: https://github.com/mattpitkin/lintegrate/actions?query=workflow%3Abuild
\ No newline at end of file
+   :target: https://github.com/mattpitkin/lintegrate/actions?query=workflow%3Abuild