diff --git a/dataset_comparison.ipynb b/dataset_comparison.ipynb
index bc44c66..6031f49 100644
--- a/dataset_comparison.ipynb
+++ b/dataset_comparison.ipynb
@@ -46,10 +46,6 @@
    "source": [
     "import xarray as xr\n",
     "\n",
-    "import s1_tools\n",
-    "\n",
-    "from s1_tools import points2coords\n",
-    "\n",
     "import os\n",
     "import xarray as xr\n",
     "import rioxarray as rio\n",
diff --git a/rtc_timeseries.ipynb b/rtc_timeseries.ipynb
index f049a4f..2b01857 100644
--- a/rtc_timeseries.ipynb
+++ b/rtc_timeseries.ipynb
@@ -39,7 +39,6 @@
    "source": [
     "import geopandas as gpd\n",
     "import xarray as xr\n",
-    "from s1_tools import power_to_db, get_bbox_single\n",
     "from shapely import geometry\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np"
diff --git a/software.ipynb b/software.ipynb
index 558ddf9..8956c42 100644
--- a/software.ipynb
+++ b/software.ipynb
@@ -59,8 +59,6 @@
     "import pandas as pd\n",
     "import rich.table\n",
     "\n",
-    "import s1_tools\n",
-    "\n",
     "from IPython.display import Image"
    ]
   },