diff --git a/scripts/01-BCM_ApplyHighwayProjectCards.ipynb b/scripts/01-BCM_ApplyHighwayProjectCards.ipynb
index a8a30f1..cb57a23 100644
--- a/scripts/01-BCM_ApplyHighwayProjectCards.ipynb
+++ b/scripts/01-BCM_ApplyHighwayProjectCards.ipynb
@@ -9,9 +9,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 54,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The autoreload extension is already loaded. To reload it, use:\n",
+      "  %reload_ext autoreload\n"
+     ]
+    }
+   ],
    "source": [
     "import os\n",
     "import sys\n",
@@ -55,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 55,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -67,15 +76,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2024-03-04 22:49:01, INFO: Lasso base directory set as: ..\n",
-      "2024-03-04 22:49:01, INFO: Lasso base directory set as: ..\n"
+      "2024-03-08 10:04:15, INFO: Lasso base directory set as: ..\n",
+      "2024-03-08 10:04:15, INFO: Lasso base directory set as: ..\n"
      ]
     }
    ],
@@ -93,7 +102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -110,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 58,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -127,9 +136,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 59,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (2630197963.py, line 14)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"C:\\Users\\local_USJH706661\\Temp\\ipykernel_31468\\2630197963.py\"\u001b[1;36m, line \u001b[1;32m14\u001b[0m\n\u001b[1;33m    for card in scenario_2015_cards:\u001b[0m\n\u001b[1;37m      ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
    "source": [
     "project_card_list = []\n",
     "\n",
@@ -143,7 +161,8 @@
     "                        'Year 2015 Modify HOV Lanes and USE on CA-237 WB North 1st Street to US 101_v2.yml',\n",
     "                        'Year 2015 Modify HOV Lanes and USE on I-680 NB from Alcosta Blvd to Livorna Road_v2.yml',\n",
     "                        'Year 2015 Modify HOV Lanes and USE on I-680 SB from Benicia Bridge to Alcosta Blvd_v2.yml',\n",
-    "                        'year_2015_managed_lane_i680n_ca_242_to_benicia_bridge.yml'\n",
+    "                        'year_2015_managed_lane_i680n_ca_242_to_benicia_bridge.yml']\n",
+    "\n",
     "for card in scenario_2015_cards:\n",
     "    _filename = os.path.join(card_dir, '2020',card)\n",
     "    card = ProjectCard.read(_filename, validate = False)\n",
@@ -152,7 +171,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -664,7 +683,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -1086,7 +1105,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1188,7 +1207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -2573,7 +2592,8 @@
     "model_net = ModelRoadwayNetwork.from_RoadwayNetwork(\n",
     "    roadway_network_object = curr_scenario.road_net, \n",
     "    parameters = parameters\n",
-    ")"
+    ")\n",
+    "model_net.nodes_df['N']=model_net.nodes_df['model_node_id']"
    ]
   },
   {
@@ -2586,7 +2606,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -6605,12 +6625,12 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Debugging the updated network"
+    "## One link in the network has a null geometry. Deleting it and adding it back again with a diferent project card"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -6626,7 +6646,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -11002,7 +11022,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -11014,7 +11034,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -11025,7 +11045,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [