diff --git a/workflows/docs/net_modification.png b/workflows/docs/net_modification.png
new file mode 100644
index 0000000..f37b19c
Binary files /dev/null and b/workflows/docs/net_modification.png differ
diff --git a/workflows/smallbaselineApp_aria.ipynb b/workflows/smallbaselineApp_aria.ipynb
index 92daff4..be0773b 100644
--- a/workflows/smallbaselineApp_aria.ipynb
+++ b/workflows/smallbaselineApp_aria.ipynb
@@ -2807,7 +2807,7 @@
     "</div>\n",
     "\n",
     "<p align=\"left\">\n",
-    "  <img width=\"600\" src=\"docs/net_modification.jpg\">\n",
+    "  <img width=\"600\" src=\"docs/net_modification.png\">\n",
     "</p>     \n",
     "<p style=\"text-align: center;\">\n",
     "    (Figure from Yunjun et al., 2019)\n",