diff --git a/notebooks/climate-modes-xeofs.ipynb b/notebooks/climate-modes-xeofs.ipynb
index 518e271..7382b24 100644
--- a/notebooks/climate-modes-xeofs.ipynb
+++ b/notebooks/climate-modes-xeofs.ipynb
@@ -275,7 +275,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Now we can see some modes of variability! EOF1 looks like ENSO or IPO, and EOF2 probably picking up a pattern of the recent temperature trend where the Southern Ocean and southeastern Pacific are slightly cooling. EOF3 and EOF4 appear to be showing some decadal modes of variability (PDO and maybe AMO), among other things. There is a lot going on in each of these maps, so to get a clearer index of some modes, we can restrict our domain. "
+    "Now we can see some modes of variability! EOF1 looks like ENSO or IPO, and EOF2 is probably picking up a pattern of the recent temperature trend where the Southern Ocean and southeastern Pacific are slightly cooling. EOF3 and EOF4 appear to be showing some decadal modes of variability (PDO and maybe AMO), among other things. There is a lot going on in each of these maps, so to get a clearer index of some modes, we can restrict our domain. "
    ]
   },
   {