Working with the new format of the UN COMTRADE data + created water technosphere processes are now regionalized as well (electricity, heat and waste)

Author: MaximeAgez

Data/ei_iw_geo_mapping.xlsx

@@ -1 +1 @@
-{"AD": ["RER", "AD"], "AE": ["RoW", "AE"], "AF": ["RoW", "AF"], "AG": ["RoW", "AG"], "AL": ["RER", "AL"], "AM": ["RoW", "AM"], "AO": ["RoW", "AO"], "AR": ["RoW", "AR"], "AT": ["RER", "AT"], "AU": ["RoW", "AU"], "AZ": ["RoW", "AZ"], "BA": ["RER", "BA"], "BB": ["RoW", "BB"], "BD": ["RoW", "BD"], "BE": ["RER", "BE"], "BF": ["RoW", "BF"], "BG": ["RER", "BG"], "BH": ["RoW", "BH"], "BI": ["RoW", "BI"], "BJ": ["RoW", "BJ"], "BN": ["RoW", "BN"], "BO": ["RoW", "BO"], "BR": ["RoW", "BR"], "BR-GO": ["RoW", "BR"], "BR-MG": ["RoW", "BR"], "BR-MS": ["RoW", "BR"], "BR-MT": ["RoW", "BR"], "BR-North-eastern grid": ["RoW", "BR"], "BR-Northern grid": ["RoW", "BR"], "BR-PR": ["RoW", "BR"], "BR-SP": ["RoW", "BR"], "BR-South-eastern/Mid-western grid": ["RoW", "BR"], "BR-Southern grid": ["RoW", "BR"], "BS": ["RoW", "BS"], "BW": ["RoW", "BW"], "BY": ["RER", "BY"], "BZ": ["RoW", "BZ"], "CA": ["RoW", "CA"], "CA-AB": ["RoW", "CA"], "CA-BC": ["RoW", "CA"], "CA-MB": ["RoW", "CA"], "CA-NB": ["RoW", "CA"], "CA-NF": ["RoW", "CA"], "CA-NS": ["RoW", "CA"], "CA-NT": ["RoW", "CA"], "CA-NU": ["RoW", "CA"], "CA-ON": ["RoW", "CA"], "CA-PE": ["RoW", "CA"], "CA-QC": ["RoW", "CA"], "CA-SK": ["RoW", "CA"], "CA-YK": ["RoW", "CA"], "CD": ["RoW", "CD"], "CF": ["RoW", "CF"], "CG": ["RoW", "CG"], "CH": ["RER", "CH"], "CI": ["RoW", "CI"], "CL": ["RoW", "CL"], "CM": ["RoW", "CM"], "CN": ["RoW", "CN"], "CN-AH": ["RoW", "CN"], "CN-BJ": ["RoW", "CN"], "CN-CQ": ["RoW", "CN"], "CN-FJ": ["RoW", "CN"], "CN-GD": ["RoW", "CN"], "CN-GS": ["RoW", "CN"], "CN-GX": ["RoW", "CN"], "CN-GZ": ["RoW", "CN"], "CN-HA": ["RoW", "CN"], "CN-HB": ["RoW", "CN"], "CN-HE": ["RoW", "CN"], "CN-HL": ["RoW", "CN"], "CN-HN": ["RoW", "CN"], "CN-HU": ["RoW", "CN"], "CN-JL": ["RoW", "CN"], "CN-JS": ["RoW", "CN"], "CN-JX": ["RoW", "CN"], "CN-LN": ["RoW", "CN"], "CN-NM": ["RoW", "CN"], "CN-NX": ["RoW", "CN"], "CN-QH": ["RoW", "CN"], "CN-SA": ["RoW", "CN"], "CN-SC": ["RoW", "CN"], "CN-SD": ["RoW", "CN"], "CN-SH": ["RoW", "CN"], "CN-SX": ["RoW", "CN"], "CN-TJ": ["RoW", "CN"], "CN-XJ": ["RoW", "CN"], "CN-XZ": ["RoW", "CN"], "CN-YN": ["RoW", "CN"], "CN-ZJ": ["RoW", "CN"], "CO": ["RoW", "CO"], "CR": ["RoW", "CR"], "CY": ["RER", "CY"], "CZ": ["RER", "CZ"], "Canada without Quebec": ["RoW", "CA"], "DE": ["RER", "DE"], "DK": ["RER", "DK"], "DO": ["RoW", "DO"], "EC": ["RoW", "EC"], "EE": ["RER", "EE"], "EG": ["RoW", "EG"], "ES": ["RER", "ES"], "ET": ["RoW", "ET"], "Europe without Switzerland": ["RER", "RER"], "Europe, without Russia and Turkey": ["RER", "RER"], "FI": ["RER", "FI"], "FJ": ["RoW", "FJ"], "FR": ["RER", "FR"], "GA": ["RoW", "GA"], "GB": ["RER", "GB"], "GE": ["RoW", "GE"], "GH": ["RoW", "GH"], "GLO": ["RoW", "GLO"], "GM": ["RoW", "GM"], "GR": ["RER", "GR"], "GT": ["RoW", "GT"], "GY": ["RoW", "GY"], "HK": ["RoW", "HK"], "HN": ["RoW", "HN"], "HR": ["RER", "HR"], "HU": ["RER", "HU"], "ID": ["RoW", "ID"], "IE": ["RER", "IE"], "IL": ["RoW", "IL"], "IN": ["RoW", "IN"], "IN-AP": ["RoW", "IN"], "IN-AR": ["RoW", "IN"], "IN-AS": ["RoW", "IN"], "IN-BR": ["RoW", "IN"], "IN-CH": ["RoW", "IN"], "IN-CT": ["RoW", "IN"], "IN-DD": ["RoW", "IN"], "IN-DL": ["RoW", "IN"], "IN-DN": ["RoW", "IN"], "IN-Eastern grid": ["RoW", "IN"], "IN-GA": ["RoW", "IN"], "IN-GJ": ["RoW", "IN"], "IN-HP": ["RoW", "IN"], "IN-HR": ["RoW", "IN"], "IN-JH": ["RoW", "IN"], "IN-JK": ["RoW", "IN"], "IN-KA": ["RoW", "IN"], "IN-KL": ["RoW", "IN"], "IN-MH": ["RoW", "IN"], "IN-ML": ["RoW", "IN"], "IN-MN": ["RoW", "IN"], "IN-MP": ["RoW", "IN"], "IN-MZ": ["RoW", "IN"], "IN-NL": ["RoW", "IN"], "IN-North-eastern grid": ["RoW", "IN"], "IN-Northern grid": ["RoW", "IN"], "IN-OR": ["RoW", "IN"], "IN-PB": ["RoW", "IN"], "IN-PY": ["RoW", "IN"], "IN-RJ": ["RoW", "IN"], "IN-SK": ["RoW", "IN"], "IN-Southern grid": ["RoW", "IN"], "IN-TN": ["RoW", "IN"], "IN-TR": ["RoW", "IN"], "IN-UP": ["RoW", "IN"], "IN-UT": ["RoW", "IN"], "IN-WB": ["RoW", "IN"], "IN-Western grid": ["RoW", "IN"], "IR": ["RoW", "IR"], "IS": ["RER", "IS"], "IT": ["RER", "IT"], "JM": ["RoW", "JM"], "JO": ["RoW", "JO"], "JP": ["RoW", "JP"], "KE": ["RoW", "KE"], "KG": ["RoW", "KG"], "KH": ["RoW", "KH"], "KR": ["RoW", "KR"], "KW": ["RoW", "KW"], "KZ": ["RoW", "KZ"], "LA": ["RoW", "LA"], "LB": ["RoW", "LB"], "LC": ["RoW", "LC"], "LK": ["RoW", "LK"], "LS": ["RoW", "LS"], "LT": ["RER", "LT"], "LU": ["RER", "LU"], "LV": ["RER", "LV"], "LY": ["RoW", "LY"], "MA": ["RoW", "MA"], "MD": ["RER", "MD"], "ME": ["RER", "ME"], "MG": ["RoW", "MG"], "MK": ["RER", "MK"], "ML": ["RoW", "ML"], "MM": ["RoW", "MM"], "MN": ["RoW", "MN"], "MR": ["RoW", "MR"], "MS": ["RoW", "MS"], "MT": ["RER", "MT"], "MX": ["RoW", "MX"], "MU": ["RoW", "MU"], "MW": ["RoW", "MW"], "MY": ["RoW", "MY"], "MZ": ["RoW", "MZ"], "NA": ["RoW", "NA"], "NE": ["RoW", "NE"], "NG": ["RoW", "NG"], "NI": ["RoW", "NI"], "NL": ["RER", "NL"], "NO": ["RER", "NO"], "NP": ["RoW", "NP"], "NZ": ["RoW", "NZ"], "North America without Quebec": ["RoW", "RNA"], "OCE": ["RoW", "OCE"], "OM": ["RoW", "OM"], "PA": ["RoW", "PA"], "PE": ["RoW", "PE"], "PG": ["RoW", "PG"], "PH": ["RoW", "PH"], "PK": ["RoW", "PK"], "PL": ["RoW", "PL"], "PS": ["RoW", "PS"], "PT": ["RoW", "PT"], "PY": ["RoW", "PY"], "QA": ["RoW", "QA"], "RAF": ["RoW", "RAF"], "RAS": ["RoW", "RAS"], "RER": ["RoW", "RER"], "RER w/o RU": ["RoW", "RER"], "RLA": ["RoW", "RLA"], "RNA": ["RoW", "RNA"], "RO": ["RoW", "RO"], "RoW": ["RoW", "RoW"], "RS": ["RoW", "RS"], "RU": ["RoW", "RU"], "RW": ["RoW", "RW"], "SA": ["RoW", "SA"], "SAS": ["RoW", "RAS"], "SC": ["RoW", "RAS"], "SE": ["RoW", "SE"], "SG": ["RoW", "SG"], "SI": ["RoW", "SI"], "SK": ["RER", "SK"], "SN": ["RoW", "SN"], "SR": ["RoW", "SR"], "SV": ["RoW", "SV"], "SZ": ["RoW", "SZ"], "TG": ["RoW", "TG"], "TH": ["RoW", "TH"], "TJ": ["RoW", "TJ"], "TL": ["RoW", "TL"], "TN": ["RoW", "TN"], "TR": ["RoW", "TR"], "TT": ["RoW", "TT"], "TW": ["RoW", "TW"], "TZ": ["RoW", "TZ"], "UA": ["RER", "UA"], "UCTE": ["RER", "RER"], "UCTE without Germany": ["RER", "RER"], "UG": ["RoW", "UG"], "UN-OCEANIA": ["RoW", "OCE"], "UN-SEASIA": ["RoW", "RAS"], "US": ["RoW", "US"], "US-ASCC": ["RoW", "US"], "US-HICC": ["RoW", "US"], "US-MRO": ["RoW", "US"], "US-NPCC": ["RoW", "US"], "US-RFC": ["RoW", "US"], "US-SERC": ["RoW", "US"], "US-TRE": ["RoW", "US"], "US-WECC": ["RoW", "US"], "UY": ["RoW", "UY"], "UZ": ["RoW", "UZ"], "VC": ["RoW", "VC"], "VN": ["RoW", "VN"], "WECC": ["RoW", "US"], "YE": ["RoW", "YE"], "ZA": ["RoW", "ZA"], "ZM": ["RoW", "ZM"], "ZW": ["RoW", "ZW"]}
+{"AD": ["RER", "AD"], "AE": ["RoW", "AE"], "AF": ["RoW", "AF"], "AG": ["RoW", "AG"], "AL": ["RER", "AL"], "AM": ["RoW", "AM"], "AO": ["RoW", "AO"], "AR": ["RoW", "AR"], "AT": ["RER", "AT"], "AU": ["RoW", "AU"], "AZ": ["RoW", "AZ"], "BA": ["RER", "BA"], "BB": ["RoW", "BB"], "BD": ["RoW", "BD"], "BE": ["RER", "BE"], "BF": ["RoW", "BF"], "BG": ["RER", "BG"], "BH": ["RoW", "BH"], "BI": ["RoW", "BI"], "BJ": ["RoW", "BJ"], "BN": ["RoW", "BN"], "BO": ["RoW", "BO"], "BR": ["RoW", "BR"], "BR-GO": ["RoW", "BR"], "BR-MG": ["RoW", "BR"], "BR-MS": ["RoW", "BR"], "BR-MT": ["RoW", "BR"], "BR-North-eastern grid": ["RoW", "BR"], "BR-Northern grid": ["RoW", "BR"], "BR-PR": ["RoW", "BR"], "BR-SP": ["RoW", "BR"], "BR-South-eastern/Mid-western grid": ["RoW", "BR"], "BR-Southern grid": ["RoW", "BR"], "BS": ["RoW", "BS"], "BW": ["RoW", "BW"], "BY": ["RER", "BY"], "BZ": ["RoW", "BZ"], "CA": ["RoW", "CA"], "CA-AB": ["RoW", "CA"], "CA-BC": ["RoW", "CA"], "CA-MB": ["RoW", "CA"], "CA-NB": ["RoW", "CA"], "CA-NF": ["RoW", "CA"], "CA-NS": ["RoW", "CA"], "CA-NT": ["RoW", "CA"], "CA-NU": ["RoW", "CA"], "CA-ON": ["RoW", "CA"], "CA-PE": ["RoW", "CA"], "CA-QC": ["RoW", "CA"], "CA-SK": ["RoW", "CA"], "CA-YK": ["RoW", "CA"], "CD": ["RoW", "CD"], "CF": ["RoW", "CF"], "CG": ["RoW", "CG"], "CH": ["RER", "CH"], "CI": ["RoW", "CI"], "CL": ["RoW", "CL"], "CM": ["RoW", "CM"], "CN": ["RoW", "CN"], "CN-AH": ["RoW", "CN"], "CN-BJ": ["RoW", "CN"], "CN-CQ": ["RoW", "CN"], "CN-FJ": ["RoW", "CN"], "CN-GD": ["RoW", "CN"], "CN-GS": ["RoW", "CN"], "CN-GX": ["RoW", "CN"], "CN-GZ": ["RoW", "CN"], "CN-HA": ["RoW", "CN"], "CN-HB": ["RoW", "CN"], "CN-HE": ["RoW", "CN"], "CN-HL": ["RoW", "CN"], "CN-HN": ["RoW", "CN"], "CN-HU": ["RoW", "CN"], "CN-JL": ["RoW", "CN"], "CN-JS": ["RoW", "CN"], "CN-JX": ["RoW", "CN"], "CN-LN": ["RoW", "CN"], "CN-NM": ["RoW", "CN"], "CN-NX": ["RoW", "CN"], "CN-QH": ["RoW", "CN"], "CN-SA": ["RoW", "CN"], "CN-SC": ["RoW", "CN"], "CN-SD": ["RoW", "CN"], "CN-SH": ["RoW", "CN"], "CN-SX": ["RoW", "CN"], "CN-TJ": ["RoW", "CN"], "CN-XJ": ["RoW", "CN"], "CN-XZ": ["RoW", "CN"], "CN-YN": ["RoW", "CN"], "CN-ZJ": ["RoW", "CN"], "CO": ["RoW", "CO"], "CR": ["RoW", "CR"], "CY": ["RER", "CY"], "CZ": ["RER", "CZ"], "Canada without Quebec": ["RoW", "CA"], "DE": ["RER", "DE"], "DK": ["RER", "DK"], "DO": ["RoW", "DO"], "EC": ["RoW", "EC"], "EE": ["RER", "EE"], "EG": ["RoW", "EG"], "ES": ["RER", "ES"], "ET": ["RoW", "ET"], "Europe without Switzerland": ["RER", "RER"], "Europe, without Russia and Turkey": ["RER", "RER"], "FI": ["RER", "FI"], "FJ": ["RoW", "FJ"], "FR": ["RER", "FR"], "GA": ["RoW", "GA"], "GB": ["RER", "GB"], "GE": ["RoW", "GE"], "GH": ["RoW", "GH"], "GLO": ["RoW", "GLO"], "GM": ["RoW", "GM"], "GR": ["RER", "GR"], "GT": ["RoW", "GT"], "GY": ["RoW", "GY"], "HK": ["RoW", "HK"], "HN": ["RoW", "HN"], "HR": ["RER", "HR"], "HU": ["RER", "HU"], "ID": ["RoW", "ID"], "IE": ["RER", "IE"], "IL": ["RoW", "IL"], "IN": ["RoW", "IN"], "IN-AP": ["RoW", "IN"], "IN-AR": ["RoW", "IN"], "IN-AS": ["RoW", "IN"], "IN-BR": ["RoW", "IN"], "IN-CH": ["RoW", "IN"], "IN-CT": ["RoW", "IN"], "IN-DD": ["RoW", "IN"], "IN-DL": ["RoW", "IN"], "IN-DN": ["RoW", "IN"], "IN-Eastern grid": ["RoW", "IN"], "IN-GA": ["RoW", "IN"], "IN-GJ": ["RoW", "IN"], "IN-HP": ["RoW", "IN"], "IN-HR": ["RoW", "IN"], "IN-JH": ["RoW", "IN"], "IN-JK": ["RoW", "IN"], "IN-KA": ["RoW", "IN"], "IN-KL": ["RoW", "IN"], "IN-MH": ["RoW", "IN"], "IN-ML": ["RoW", "IN"], "IN-MN": ["RoW", "IN"], "IN-MP": ["RoW", "IN"], "IN-MZ": ["RoW", "IN"], "IN-NL": ["RoW", "IN"], "IN-North-eastern grid": ["RoW", "IN"], "IN-Northern grid": ["RoW", "IN"], "IN-OR": ["RoW", "IN"], "IN-PB": ["RoW", "IN"], "IN-PY": ["RoW", "IN"], "IN-RJ": ["RoW", "IN"], "IN-SK": ["RoW", "IN"], "IN-Southern grid": ["RoW", "IN"], "IN-TN": ["RoW", "IN"], "IN-TR": ["RoW", "IN"], "IN-UP": ["RoW", "IN"], "IN-UT": ["RoW", "IN"], "IN-WB": ["RoW", "IN"], "IN-Western grid": ["RoW", "IN"], "IR": ["RoW", "IR"], "IS": ["RER", "IS"], "IT": ["RER", "IT"], "JM": ["RoW", "JM"], "JO": ["RoW", "JO"], "JP": ["RoW", "JP"], "KE": ["RoW", "KE"], "KG": ["RoW", "KG"], "KH": ["RoW", "KH"], "KR": ["RoW", "KR"], "KW": ["RoW", "KW"], "KZ": ["RoW", "KZ"], "LA": ["RoW", "LA"], "LB": ["RoW", "LB"], "LC": ["RoW", "LC"], "LK": ["RoW", "LK"], "LS": ["RoW", "LS"], "LT": ["RER", "LT"], "LU": ["RER", "LU"], "LV": ["RER", "LV"], "LY": ["RoW", "LY"], "MA": ["RoW", "MA"], "MD": ["RER", "MD"], "ME": ["RER", "ME"], "MG": ["RoW", "MG"], "MK": ["RER", "MK"], "ML": ["RoW", "ML"], "MM": ["RoW", "MM"], "MN": ["RoW", "MN"], "MR": ["RoW", "MR"], "MS": ["RoW", "MS"], "MT": ["RER", "MT"], "MX": ["RoW", "MX"], "MU": ["RoW", "MU"], "MW": ["RoW", "MW"], "MY": ["RoW", "MY"], "MZ": ["RoW", "MZ"], "NA": ["RoW", "NA"], "NE": ["RoW", "NE"], "NG": ["RoW", "NG"], "NI": ["RoW", "NI"], "NL": ["RER", "NL"], "NO": ["RER", "NO"], "NP": ["RoW", "NP"], "NZ": ["RoW", "NZ"], "North America without Quebec": ["RoW", "RNA"], "OCE": ["RoW", "OCE"], "OM": ["RoW", "OM"], "PA": ["RoW", "PA"], "PE": ["RoW", "PE"], "PG": ["RoW", "PG"], "PH": ["RoW", "PH"], "PK": ["RoW", "PK"], "PL": ["RoW", "PL"], "PS": ["RoW", "PS"], "PT": ["RoW", "PT"], "PY": ["RoW", "PY"], "QA": ["RoW", "QA"], "RAF": ["RoW", "RAF"], "RAS": ["RoW", "RAS"], "RER": ["RoW", "RER"], "RER w/o RU": ["RoW", "RER"], "RLA": ["RoW", "RLA"], "RNA": ["RoW", "RNA"], "RO": ["RoW", "RO"], "RoW": ["RoW", "RoW"], "RS": ["RoW", "RS"], "RU": ["RoW", "RU"], "RW": ["RoW", "RW"], "SA": ["RoW", "SA"], "SAS": ["RoW", "RAS"], "SC": ["RoW", "RAS"], "SE": ["RoW", "SE"], "SG": ["RoW", "SG"], "SI": ["RoW", "SI"], "SK": ["RER", "SK"], "SN": ["RoW", "SN"], "SR": ["RoW", "SR"], "SV": ["RoW", "SV"], "SZ": ["RoW", "SZ"], "TG": ["RoW", "TG"], "TH": ["RoW", "TH"], "TJ": ["RoW", "TJ"], "TL": ["RoW", "TL"], "TN": ["RoW", "TN"], "TR": ["RoW", "TR"], "TT": ["RoW", "TT"], "TW": ["RoW", "TW"], "TZ": ["RoW", "TZ"], "UA": ["RER", "UA"], "UCTE": ["RER", "RER"], "UCTE without Germany": ["RER", "RER"], "UG": ["RoW", "UG"], "UN-OCEANIA": ["RoW", "OCE"], "UN-SEASIA": ["RoW", "RAS"], "US": ["RoW", "US"], "US-ASCC": ["RoW", "US"], "US-HICC": ["RoW", "US"], "US-MRO": ["RoW", "US"], "US-NPCC": ["RoW", "US"], "US-RFC": ["RoW", "US"], "US-SERC": ["RoW", "US"], "US-TRE": ["RoW", "US"], "US-WECC": ["RoW", "US"], "UY": ["RoW", "UY"], "UZ": ["RoW", "UZ"], "VC": ["RoW", "VC"], "VN": ["RoW", "VN"], "WECC": ["RoW", "US"], "WS": ["RoW", "WS"], "YE": ["RoW", "YE"], "ZA": ["RoW", "ZA"], "ZM": ["RoW", "ZM"], "ZW": ["RoW", "ZW"]}

Data/impact_world_plus_201_regionalized.ea4b5ad0766f4bb60242724bd3ee92ec.bw2package

@@ -1,13 +1,13 @@
 ## _Regioinvent_
 
 ```Regioinvent``` is a Python package for automatically regionalizing the ecoinvent database using trade data. Copies of 
-ecoinvent processes and created and key inputs such as electricity, heat and municipal solid waste are adapted to the
+ecoinvent processes are created and key inputs such as electricity, heat and municipal solid waste are adapted to the
 context of the country for which regionalization is being carried out. Elementary flows are also regionalized (water, 
-land and acidification/eutrophication) To decide for which to create a regionalized copy of an ecoinvent process, 
+land and acidification/eutrophication). To decide for which regions to create a regionalized copy of an ecoinvent process, 
 export data from the UN COMTRADE database is being used. <br>
 
 Once these regionalized processes are available, consumption markets are also created based this time on the import data
-of the UN COMTRADE database and to domestic production levels derived from the EXIOBASE GMRIO database. These consumption
+of the UN COMTRADE database and the domestic production levels derived from the EXIOBASE GMRIO database. These consumption
 markets are then reconnected to any regionalized process to deepen the regionalization of ecoinvent. <br>
 
 ## Illustration
@@ -32,7 +32,8 @@ To get started you can git clone this repository or simply download it.
 
 You will need a few things to get started:
 - Have an ecoinvent license (obviously)
-- Download the UN COMTRADE database that I already extracted. You can download it from [here](https://doi.org/10.5281/zenodo.11583815)
+- Download the UN COMTRADE database that was already extracted. Make sure to take the version that was "treated".
+You can download it from [here](https://doi.org/10.5281/zenodo.13146833)
 - Install ```brightway2``` and have a brightway2 project with ecoinvent3.9.1 cut-off
 
 Note that regioinvent currently only supports the ecoinvent 3.9.1 cut-off version and operates solely on brightway2 (NOT 
@@ -45,9 +46,8 @@ Required python version: 3.11
 
 ## How to use?
 Once the regionalized version of ecoinvent is created, you can perform your LCAs either through brightway2 or its GUI 
-activity-browser. <br> There are currently no support for other LCA software, although nothing stops you from exporting a 
-brightway project to the other LCA software and see if they have the computation capabilities of working with a 
-regionalized version of ecoinvent.
+activity-browser. <br> There are currently no support for other LCA software, as SimaPro and openLCA are not able to 
+support such a massive database.
 
 ## Documentation