diff --git a/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb b/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb
index 8b7e91515..07c9ab4be 100644
--- a/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb
+++ b/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb
@@ -300,9 +300,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Plot the summed image with WCS coordinates and save the figure\n",
-    "\n",
-    "**Developer note**: there is a bug in aplpy currently and `show_colorscale` does not work. We skip this cell and come back to this when the bug is fixed."
+    "### Plot the summed image with WCS coordinates and save the figure"
    ]
   },
   {
@@ -315,8 +313,10 @@
    ]
   },
   {
-   "cell_type": "raw",
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
+   "outputs": [],
    "source": [
     "F = aplpy.FITSFigure(cont_img.hdu, north=True)\n",
     "F.show_colorscale()\n",
@@ -1089,9 +1089,9 @@
     "    elif count_pah == 0 and drop_dups_ice:\n",
     "        for i in range(0, count_ice):\n",
     "            if ((ice_absorption_detected[i].value < 4.87 and ice_absorption_detected[i].value > 4.47)\n",
-    "                or (ice_absorption_detected[i].value < 5.8 and ice_absorption_detected[i].value > 6.2)\n",
-    "                or (ice_absorption_detected[i].value < 6.69 and ice_absorption_detected[i].value > 7.09)\n",
-    "                or (ice_absorption_detected[i].value < 7.5 and ice_absorption_detected[i].value > 7.7)):\n",
+    "                    or (ice_absorption_detected[i].value < 5.8 and ice_absorption_detected[i].value > 6.2)\n",
+    "                    or (ice_absorption_detected[i].value < 6.69 and ice_absorption_detected[i].value > 7.09)\n",
+    "                    or (ice_absorption_detected[i].value < 7.5 and ice_absorption_detected[i].value > 7.7)):\n",
     "                print(\"This is a Class 2 YSO.\")\n",
     "                \n",
     "    # Else if PAH emission features then YSO 3\n",
@@ -1146,6 +1146,13 @@
     "plt.show()\n",
     "plt.close()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -1164,7 +1171,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/requirements.txt b/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/requirements.txt
index 8e88496ac..f4249f10d 100644
--- a/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/requirements.txt
+++ b/notebooks/MIRI/MIRI_IFU_YSOs_in_the_LMC/requirements.txt
@@ -6,4 +6,4 @@ specutils
 aplpy
 git+https://github.com/dendrograms/astrodendro.git
 jupyter
-astropy==5.3.4
+astropy