diff --git a/data/gas_network/Europe-Gas-Tracker-August-2022.xlsx b/data/gas_network/Europe-Gas-Tracker-August-2022.xlsx
deleted file mode 100644
index 9e25cc61..00000000
Binary files a/data/gas_network/Europe-Gas-Tracker-August-2022.xlsx and /dev/null differ
diff --git a/data/gas_network/planned_LNGs.csv b/data/gas_network/planned_LNGs.csv
deleted file mode 100644
index 65706216..00000000
--- a/data/gas_network/planned_LNGs.csv
+++ /dev/null
@@ -1,8 +0,0 @@
-name,geometry,max_cap_store2pipe_M_m3_per_d,source
-Wilhelmshaven,"POINT(8.133 53.516)",27.4,https://www.gem.wiki/Wilhelmshaven_LNG_Terminal
-Brunsbüttel,"POINT(8.976 53.914)",19.2,https://www.gem.wiki/Brunsb%C3%BCttel_LNG_Terminal
-Stade,"POINT(9.510 53.652)",32.9,https://www.gem.wiki/Stade_LNG_Terminal
-Alexandroupolis,"POINT(25.843 40.775)",16.7,https://www.gem.wiki/Alexandroupolis_LNG_Terminal
-Shannon,"POINT(-9.442 52.581)",22.5,https://www.gem.wiki/Shannon_LNG_Terminal
-Gothenburg,"POINT(11.948 57.702)",1.4,https://www.gem.wiki/Gothenburg_LNG_Terminal
-Cork,"POINT(-8.323 51.831)",11.0,https://www.gem.wiki/Cork_LNG_Terminal 
\ No newline at end of file
diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py
index c6e3d634..f33fa605 100644
--- a/scripts/build_gas_input_locations.py
+++ b/scripts/build_gas_input_locations.py
@@ -11,6 +11,9 @@ from shapely import wkt
 
 from cluster_gas_network import load_bus_regions
 
+import warnings
+warnings.filterwarnings('ignore')
+
 
 def read_scigrid_gas(fn):
     df = gpd.read_file(fn)
@@ -23,6 +26,9 @@ def build_gas_input_locations(lng_fn, entry_fn, prod_fn, countries):
     # LNG terminals
     lng = gpd.read_file(lng_fn)
 
+    for index in lng.index:
+        lng.CapacityInMtpa[index] = float(lng.CapacityInMtpa[index])
+
     # Entry points from outside the model scope
     entry = read_scigrid_gas(entry_fn)
     entry["from_country"] = entry.from_country.str.rstrip()
diff --git a/scripts/retrieve_gas_input_locations.py b/scripts/retrieve_gas_input_locations.py
index 82840196..8e3f46ac 100644
--- a/scripts/retrieve_gas_input_locations.py
+++ b/scripts/retrieve_gas_input_locations.py
@@ -1,12 +1,11 @@
 """
-Retrieve gas infrastructure data fro
+Retrieve LNG gas infrastructure data from "https://globalenergymonitor.org/wp-content/uploads/2022/09/Europe-Gas-Tracker-August-2022.xlsx"
+Note: This is the script that removes non EU grid countries and terminals that are not closely connected to the europe network
 """
 
 import logging
-from helper import progress_retrieve
-
-import zipfile
-from pathlib import Path
+import pandas as pd
+import geopandas as gpd
 
 logger = logging.getLogger(__name__)
 
@@ -14,18 +13,15 @@ logger = logging.getLogger(__name__)
 if __name__ == "__main__":
     if 'snakemake' not in globals():
         from helper import mock_snakemake
-        snakemake = mock_snakemake('retrieve_gas_network_data')
+        snakemake = mock_snakemake('retrieve_gas_input_locations')
         rootpath = '..'
     else:
         rootpath = '.'
 
-# LNG terminals
+    # LNG terminals
 
-    lng_url="https://globalenergymonitor.org/wp-content/uploads/2022/09/Europe-Gas-Tracker-August-2022.xlsx",
-    
-    storage_options = {'User-Agent': 'Mozilla/5.0'}
-    df = pd.read_excel(lng_url, storage_options=storage_options, sheet_name = 'LNG terminals - data')
-    #df = pd.read_excel(fn, sheet_name = 'LNG terminals - data')
+    lng_url="https://globalenergymonitor.org/wp-content/uploads/2022/09/Europe-Gas-Tracker-August-2022.xlsx"
+    df = pd.read_excel(lng_url,storage_options={'User-Agent': 'Mozilla/5.0'}, sheet_name = 'LNG terminals - data')
     df = df.set_index("ComboID")
 
     remove_status = ['Cancelled']