diff --git a/README.md b/README.md
index f12d6a65c..702a729dd 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,9 @@ Quickly search, compare, and analyze genomic and metagenomic data sets.
[![Documentation](https://readthedocs.org/projects/sourmash/badge/?version=latest)](http://sourmash.readthedocs.io/en/latest/)
[![Gitter](https://badges.gitter.im/sourmash-bio/community.svg)](https://gitter.im/sourmash-bio/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)
+
[![DOI](http://joss.theoj.org/papers/10.21105/joss.00027/status.svg)](http://joss.theoj.org/papers/10.21105/joss.00027)
+[![pyOpenSci](https://tinyurl.com/y22nb8up)](https://github.com/pyOpenSci/software-submission/issues/129)
[![Bioconda install](https://img.shields.io/conda/dn/bioconda/sourmash.svg?style=flag&label=Bioconda)](https://anaconda.org/bioconda/sourmash)