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@@ -1,7 +1,5 @@
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"""definitions like folders, mappings etc."""
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-from pathlib import Path
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-
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domains = {
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"farm_gate_emissions_crops": {
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"url_domain": "https://www.fao.org/faostat/en/#data/GCE",
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@@ -40,45 +38,7 @@ domains = {
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},
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}
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-
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-def get_root_path(root_indicator: str = ".git") -> Path:
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- """
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- Traverse up from the current script location to find the repository root.
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-
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- The root is defined by the presence of a root_indicator file or
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- directory (e.g., '.git').
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-
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- Parameters
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- ----------
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- root_indicator
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- A filename or directory name that indicates the root of the repository.
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-
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- Returns
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- -------
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- Path
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- The path to the root directory of the repository.
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-
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- Raises
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- ------
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- RuntimeError: If the repository root cannot be found.
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- """
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- current_dir = Path(__file__).resolve().parent
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- while current_dir != Path(current_dir.root):
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- if (current_dir / root_indicator).exists():
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- return current_dir
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- current_dir = current_dir.parent
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- msg = f"Repository root with indicator '{root_indicator}' not found."
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- raise RuntimeError(msg)
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-
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-
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-root_path = get_root_path()
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-code_path = root_path / "src" / "faostat_data_primap"
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-extracted_data_path = root_path / "extracted_data"
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-downloaded_data_path = root_path / "downloaded_data"
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-
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-# data reading
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areas_to_remove_base = [
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- # We can aggregate these country groups ourselves if we need to
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"World",
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"Africa",
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"Eastern Africa",
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@@ -115,20 +75,17 @@ areas_to_remove_base = [
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"Annex I countries",
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"Non-Annex I countries",
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"OECD",
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-"Europe, Northern America, Australia and New Zealand",
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+ "Europe, Northern America, Australia and New Zealand",
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]
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read_config_all = {
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"farm_gate_agriculture_energy": {
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"2024-11-14": {
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- # todo is NOFLAG the right choice?
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"filename": "Emissions_Agriculture_Energy_E_All_Data_NOFLAG.csv",
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- # we don't need energy in Joule
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- # todo maybe explicitly deleting elements is better
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- "units_to_remove": ["TJ"],
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"areas_to_remove": [
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*areas_to_remove_base,
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],
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+ "elements_to_remove": ["Energy use in agriculture"],
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"entity_mapping": {
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"Emissions (CO2)": "CO2",
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"Emissions (CH4)": "CH4",
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@@ -151,14 +108,8 @@ read_config_all = {
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"areas_to_remove": [
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*areas_to_remove_base,
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"European Union (27)",
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- # This seems to be data for a Belgian province,
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- # I don't think we need it
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- "Belgium-Luxembourg",
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- # I'm not sure if we can downscale these two
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- "Serbia and Montenegro",
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],
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"elements_to_remove": [
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- # all these elements are not emissions
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"Crop residues (N content)",
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"Burning crop residues (Biomass burned, dry matter)",
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"Area harvested",
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@@ -178,7 +129,10 @@ read_config_all = {
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"Synthetic fertilizers (Emissions N2O)": "N2O",
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"Synthetic fertilizers (Direct emissions N2O)": "N2O",
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"Indirect emissions (N2O that leaches) (Synthetic fertilizers)": "N2O",
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- "Indirect emissions (N2O that volatilises) (Synthetic fertilizers)": "N2O",
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+ (
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+ "Indirect emissions (N2O that volatilises) "
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+ "(Synthetic fertilizers)"
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+ ): "N2O",
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},
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"columns_to_drop": [
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"Element",
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@@ -201,8 +155,6 @@ read_config_all = {
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"Belgium-Luxembourg",
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"Serbia and Montenegro",
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"European Union (27)",
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- # drop duplicate country
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- "China, mainland",
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],
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"elements_to_remove": [
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"Stocks", # number of animals
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@@ -215,7 +167,6 @@ read_config_all = {
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"Manure applied to soils that volatilises (N content)",
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],
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"entity_mapping": {
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- # todo we could make this smarter and get the entity from the string
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"Livestock total (Emissions N2O)": "N2O",
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"Livestock total (Emissions CH4)": "CH4",
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"Enteric fermentation (Emissions CH4)": "CH4",
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@@ -255,12 +206,9 @@ read_config_all = {
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"Belgium-Luxembourg",
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"Serbia and Montenegro",
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"European Union (27)",
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- # check todo channel islands belong to UK
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- "Channel Islands",
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],
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"elements_to_remove": [
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"Area",
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- # todo can we convert this into emissions?
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"Net stock change (C)",
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],
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"entity_mapping": {
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@@ -284,11 +232,7 @@ read_config_all = {
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"filename": "Emissions_Land_Use_Fires_E_All_Data_NOFLAG.csv",
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"areas_to_remove": [
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*areas_to_remove_base,
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- "Belgium-Luxembourg",
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- "Serbia and Montenegro",
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"European Union (27)",
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- # check todo channel islands belong to UK
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- "Channel Islands",
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],
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"elements_to_remove": ["Biomass burned (dry matter)", "Burned Area"],
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"entity_mapping": {
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@@ -313,11 +257,11 @@ read_config_all = {
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"filename": "Emissions_Land_Use_Forests_E_All_Data_NOFLAG.csv",
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"areas_to_remove": [
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*areas_to_remove_base,
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- "Belgium-Luxembourg",
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- "Serbia and Montenegro",
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+ # "Belgium-Luxembourg",
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+ # "Serbia and Montenegro",
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"European Union (27)",
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# "China" and "China, mainland" included with identical data
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- "China, mainland",
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+ # "China, mainland",
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],
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"elements_to_remove": [
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"Area",
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@@ -340,10 +284,10 @@ read_config_all = {
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"filename": "Emissions_Pre_Post_Production_E_All_Data_NOFLAG.csv",
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"areas_to_remove": [
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*areas_to_remove_base,
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- "Belgium-Luxembourg",
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- "Serbia and Montenegro",
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+ # "Belgium-Luxembourg",
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+ # "Serbia and Montenegro",
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"European Union (27)",
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- "Channel Islands",
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+ # "Channel Islands",
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],
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"elements_to_remove": [
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"Energy Use (Total)",
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@@ -370,357 +314,34 @@ read_config_all = {
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],
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}
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},
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+ "replace_units": {
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+ "KYOTOGHG (AR5GWP100) * kt/ year": "CO2 * kt / year",
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+ "FGASES (AR5GWP100) * kt/ year": "CO2 * kt/ year",
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+ },
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}
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-# from https://www.fao.org/faostat/en/#definitions
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-country_to_iso3_mapping = {
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- "Afghanistan": "AFG",
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- "Africa": "X06",
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- "Åland Islands": "ALA",
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- "Albania": "ALB",
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- "Algeria": "DZA",
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- "American Samoa": "ASM",
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- "Americas": "X21",
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- "Andorra": "AND",
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- "Angola": "AGO",
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- "Anguilla": "AIA",
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- "Annex I countries": "F5848",
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- "Antarctic Region": "F5600",
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- "Antarctica": "ATA",
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- "Antigua and Barbuda": "ATG",
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- "Argentina": "ARG",
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- "Armenia": "ARM",
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- "Aruba": "ABW",
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- "Asia": "F5300",
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- "Australia": "AUS",
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- "Australia and New Zealand": "F5501",
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- "Austria": "AUT",
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- "Azerbaijan": "AZE",
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- "Bahamas": "BHS",
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- "Bahrain": "BHR",
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- "Bangladesh": "BGD",
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- "Barbados": "BRB",
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- "Belarus": "BLR",
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- "Belgium": "BEL",
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- "Belgium-Luxembourg": "F15",
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- "Belize": "BLZ",
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- "Benin": "BEN",
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- "Bermuda": "BMU",
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- "Bhutan": "BTN",
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- "Bolivia (Plurinational State of)": "BOL",
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- "Bonaire, Sint Eustatius and Saba": "BES",
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- "Bosnia and Herzegovina": "BIH",
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- "Botswana": "BWA",
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- "Bouvet Island": "BVT",
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- "Brazil": "BRA",
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- "British Virgin Islands": "VGB",
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- "Brunei Darussalam": "BRN",
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- "Bulgaria": "BGR",
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- "Burkina Faso": "BFA",
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- "Burundi": "BDI",
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- "Cabo Verde": "CPV",
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- "Cambodia": "KHM",
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- "Cameroon": "CMR",
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- "Canada": "CAN",
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- "Caribbean": "F5206",
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- "Caucasus and Central Asia": "F5857",
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- "Cayman Islands": "CYM",
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- "Central African Republic": "CAF",
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- "Central America": "F5204",
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- "Central Asia": "F5301",
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- "Central Asia and Southern Asia": "F5306",
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- "Chad": "TCD",
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- "Chagos Archipelago": "IOT",
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- "Channel Islands": "CHA",
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- "Chile": "CHL",
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- "China": "F351",
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- "China, Hong Kong SAR": "HKG",
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- "China, Macao SAR": "MAC",
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- "China, mainland": "CHN",
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- "China, Taiwan Province of": "TWN",
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- "Christmas Island": "CXR",
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- "Cocos (Keeling) Islands": "CCK",
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- "Colombia": "COL",
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- "Comoros": "COM",
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- "Congo": "COG",
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- "Cook Islands": "COK",
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- "Costa Rica": "CRI",
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- "Côte d'Ivoire": "CIV",
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- "Croatia": "HRV",
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- "Cuba": "CUB",
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- "Curaçao": "CUW",
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- "Cyprus": "CYP",
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- "Czechia": "CZE",
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- "Czechoslovakia": "F51",
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- "Democratic People's Republic of Korea": "PRK",
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- "Democratic Republic of the Congo": "COD",
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- "Denmark": "DNK",
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- "Djibouti": "DJI",
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- "Dominica": "DMA",
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- "Dominican Republic": "DOM",
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- "Eastern Africa": "F5101",
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- "Eastern Asia": "F5302",
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- "Eastern Asia (excluding Japan and China)": "F5829",
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- "Eastern Asia and South-eastern Asia": "F5307",
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- "Eastern Europe": "F5401",
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- "Ecuador": "ECU",
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- "Egypt": "EGY",
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- "El Salvador": "SLV",
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- "Equatorial Guinea": "GNQ",
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- "Eritrea": "ERI",
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- "Estonia": "EST",
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- "Eswatini": "SWZ",
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- "Ethiopia": "ETH",
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- "Ethiopia PDR": "F62",
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- "Europe": "F5400",
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- "Europe, Northern America, Australia and New Zealand": "nan",
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- "European Union (27)": "F5707",
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- "Falkland Islands (Malvinas)": "FLK",
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- "FAO Major Fishing Area: Atlantic, Eastern Central (14.4.1)": "F99029",
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- "FAO Major Fishing Area: Atlantic, Northeast (14.4.1)": "F99024",
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- "FAO Major Fishing Area: Atlantic, Northwest (14.4.1)": "F99023",
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- "FAO Major Fishing Area: Atlantic, Southeast (14.4.1)": "F99026",
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- "FAO Major Fishing Area: Atlantic, Southwest (14.4.1)": "F99030",
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- "FAO Major Fishing Area: Atlantic, Western Central (14.4.1)": "F99028",
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- "FAO Major Fishing Area: Indian Ocean, Eastern (14.4.1)": "F99025",
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- "FAO Major Fishing Area: Indian Ocean, Western (14.4.1)": "F99027",
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- "FAO Major Fishing Area: Mediterranean and Black Sea (14.4.1)": "F99032",
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- "FAO Major Fishing Area: Pacific, Eastern Central (14.4.1)": "F99018",
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- "FAO Major Fishing Area: Pacific, Northeast (14.4.1)": "F99019",
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- "FAO Major Fishing Area: Pacific, Northwest (14.4.1)": "F99020",
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- "FAO Major Fishing Area: Pacific, Southeast (14.4.1)": "F99031",
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- "FAO Major Fishing Area: Pacific, Southwest (14.4.1)": "F99022",
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- "FAO Major Fishing Area: Pacific, Western Central (14.4.1)": "F99021",
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- "Faroe Islands": "FRO",
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- "Fiji": "FJI",
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- "Finland": "FIN",
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- "France": "FRA",
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- "French Guiana": "GUF",
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- "French Polynesia": "PYF",
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- "French Southern Territories": "ATF",
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- "Gabon": "GAB",
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- "Gambia": "GMB",
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- "Georgia": "GEO",
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- "Germany": "DEU",
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- "Germany Fr": "F78",
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- "Germany Nl": "F77",
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- "Ghana": "GHA",
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- "Gibraltar": "GIB",
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- "Greece": "GRC",
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- "Greenland": "GRL",
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- "Grenada": "GRD",
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- "Guadeloupe": "GLP",
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- "Guam": "GUM",
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- "Guatemala": "GTM",
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- "Guernsey": "GGY",
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- "Guinea": "GIN",
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- "Guinea-Bissau": "GNB",
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- "Guyana": "GUY",
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- "Haiti": "HTI",
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- "Heard and McDonald Islands": "HMD",
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- "High-income economies": "F9010",
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- "Holy See": "VAT",
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- "Honduras": "HND",
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- "Hungary": "HUN",
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- "Iceland": "ISL",
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- "India": "IND",
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- "Indonesia": "IDN",
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- "International Centres (FAO) (2.5.1.a)": "F5823",
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- "Iran (Islamic Republic of)": "IRN",
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- "Iraq": "IRQ",
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- "Ireland": "IRL",
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- "Isle of Man": "IMN",
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- "Israel": "ISR",
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- "Italy": "ITA",
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- "Jamaica": "JAM",
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- "Japan": "JPN",
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- "Jersey": "JEY",
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- "Johnston Island": "JTN",
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- "Jordan": "JOR",
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- "Kazakhstan": "KAZ",
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- "Kenya": "KEN",
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- "Kiribati": "KIR",
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- "Kuwait": "KWT",
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- "Kyrgyzstan": "KGZ",
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- "Land Locked Developing Countries": "F5802",
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- "Lao People's Democratic Republic": "LAO",
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- "Latin America": "F348",
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- "Latin America and the Caribbean": "F5205",
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- "Latvia": "LVA",
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- "Least Developed Countries": "F5801",
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- "Lebanon": "LBN",
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- "Lesotho": "LSO",
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- "Liberia": "LBR",
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- "Libya": "LBY",
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- "Liechtenstein": "LIE",
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- "Lithuania": "LTU",
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- "Low income economies": "F5858",
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- "Low Income Food Deficit Countries": "F5815",
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- "Lower-middle-income economies": "F5859",
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- "Luxembourg": "LUX",
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- "Madagascar": "MDG",
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- "Malawi": "MWI",
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- "Malaysia": "MYS",
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- "Maldives": "MDV",
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- "Mali": "MLI",
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- "Malta": "MLT",
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- "Marshall Islands": "MHL",
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- "Martinique": "MTQ",
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- "Mauritania": "MRT",
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- "Mauritius": "MUS",
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- "Mayotte": "MYT",
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- "Melanesia": "F5502",
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|
- "Mexico": "MEX",
|
|
|
- "Micronesia": "F5503",
|
|
|
- "Micronesia (Federated States of)": "FSM",
|
|
|
- "Middle Africa": "F5102",
|
|
|
- "Midway Island": "MID",
|
|
|
- "Monaco": "MCO",
|
|
|
- "Mongolia": "MNG",
|
|
|
- "Montenegro": "MNE",
|
|
|
- "Montserrat": "MSR",
|
|
|
- "Morocco": "MAR",
|
|
|
- "Mozambique": "MOZ",
|
|
|
- "Myanmar": "MMR",
|
|
|
- "Namibia": "NAM",
|
|
|
- "Nauru": "NRU",
|
|
|
- "Nepal": "NPL",
|
|
|
- "Net Food Importing Developing Countries": "F5817",
|
|
|
- "Netherlands (Kingdom of the)": "NLD",
|
|
|
- "Netherlands Antilles (former)": "ANT",
|
|
|
- "New Caledonia": "NCL",
|
|
|
- "New Zealand": "NZL",
|
|
|
- "Nicaragua": "NIC",
|
|
|
- "Niger": "NER",
|
|
|
- "Nigeria": "NGA",
|
|
|
- "Niue": "NIU",
|
|
|
- "Non-Annex I countries": "F5849",
|
|
|
- "Norfolk Island": "NFK",
|
|
|
- "North and Central America": "F336",
|
|
|
- "North Macedonia": "MKD",
|
|
|
- "Northern Africa": "F5103",
|
|
|
- "Northern Africa (excluding Sudan)": "F429",
|
|
|
- "Northern America": "F5203",
|
|
|
- "Northern America and Europe": "F5208",
|
|
|
- "Northern Europe": "F5402",
|
|
|
- "Northern Mariana Islands": "MNP",
|
|
|
- "Norway": "NOR",
|
|
|
- "Oceania": "F5500",
|
|
|
- "Oceania excluding Australia and New Zealand": "F5807",
|
|
|
- "OECD": "F5873",
|
|
|
- "Oman": "OMN",
|
|
|
- "Pacific Islands Trust Territory": "F164",
|
|
|
- "Pakistan": "PAK",
|
|
|
- "Palau": "PLW",
|
|
|
- "Palestine": "PSE",
|
|
|
- "Panama": "PAN",
|
|
|
- "Papua New Guinea": "PNG",
|
|
|
- "Paraguay": "PRY",
|
|
|
- "Peru": "PER",
|
|
|
- "Philippines": "PHL",
|
|
|
- "Pitcairn": "PCN",
|
|
|
- "Poland": "POL",
|
|
|
- "Polynesia": "F5504",
|
|
|
- "Portugal": "PRT",
|
|
|
- "Puerto Rico": "PRI",
|
|
|
- "Qatar": "QAT",
|
|
|
- "Regional Centres (FAO) (2.5.1.a)": "F5822",
|
|
|
- "Republic of Korea": "KOR",
|
|
|
- "Republic of Moldova": "MDA",
|
|
|
- "Réunion": "REU",
|
|
|
- "Romania": "ROU",
|
|
|
- "Russian Federation": "RUS",
|
|
|
- "Rwanda": "RWA",
|
|
|
- "Saint Barthélemy": "BLM",
|
|
|
- "Saint Helena, Ascension and Tristan da Cunha": "SHN",
|
|
|
- "Saint Kitts and Nevis": "KNA",
|
|
|
- "Saint Lucia": "LCA",
|
|
|
- "Saint Martin (French part)": "MAF",
|
|
|
- "Saint Pierre and Miquelon": "SPM",
|
|
|
- "Saint Vincent and the Grenadines": "VCT",
|
|
|
- "Samoa": "WSM",
|
|
|
- "San Marino": "SMR",
|
|
|
- "Sao Tome and Principe": "STP",
|
|
|
- "Sark": "F285",
|
|
|
- "Saudi Arabia": "SAU",
|
|
|
- "Senegal": "SEN",
|
|
|
- "Serbia": "SRB",
|
|
|
- "Serbia and Montenegro": "SCG",
|
|
|
- "Seychelles": "SYC",
|
|
|
- "Sierra Leone": "SLE",
|
|
|
- "Singapore": "SGP",
|
|
|
- "Sint Maarten (Dutch part)": "SXM",
|
|
|
- "Slovakia": "SVK",
|
|
|
- "Slovenia": "SVN",
|
|
|
- "Small Island Developing States": "F5803",
|
|
|
- "Solomon Islands": "SLB",
|
|
|
- "Somalia": "SOM",
|
|
|
- "South Africa": "ZAF",
|
|
|
- "South America": "F5207",
|
|
|
- "South Georgia and the South Sandwich Islands": "SGS",
|
|
|
- "South Sudan": "SSD",
|
|
|
- "South-eastern Asia": "F5304",
|
|
|
- "Southern Africa": "F5104",
|
|
|
- "Southern Asia": "F5303",
|
|
|
- "Southern Asia (excluding India)": "F5855",
|
|
|
- "Southern Europe": "F5403",
|
|
|
- "Spain": "ESP",
|
|
|
- "Sri Lanka": "LKA",
|
|
|
- "Sub-Saharan Africa": "F420",
|
|
|
- "Sub-Saharan Africa (including Sudan)": "F5810",
|
|
|
- "Sudan": "SDN",
|
|
|
- "Sudan (former)": "F206",
|
|
|
- "Suriname": "SUR",
|
|
|
- "Svalbard and Jan Mayen Islands": "SJM",
|
|
|
- "Sweden": "SWE",
|
|
|
- "Switzerland": "CHE",
|
|
|
- "Syrian Arab Republic": "SYR",
|
|
|
- "Tajikistan": "TJK",
|
|
|
- "Thailand": "THA",
|
|
|
- "Timor-Leste": "TLS",
|
|
|
- "Togo": "TGO",
|
|
|
- "Tokelau": "TKL",
|
|
|
- "Tonga": "TON",
|
|
|
- "Trinidad and Tobago": "TTO",
|
|
|
- "Tunisia": "TUN",
|
|
|
- "Türkiye": "TUR",
|
|
|
- "Turkmenistan": "TKM",
|
|
|
- "Turks and Caicos Islands": "TCA",
|
|
|
- "Tuvalu": "TUV",
|
|
|
- "Uganda": "UGA",
|
|
|
- "Ukraine": "UKR",
|
|
|
- "United Arab Emirates": "ARE",
|
|
|
- "United Kingdom of Great Britain and Northern Ireland": "GBR",
|
|
|
- "United Republic of Tanzania": "TZA",
|
|
|
- "United States Minor Outlying Islands": "UMI",
|
|
|
- "United States of America": "USA",
|
|
|
- "United States Virgin Islands": "VIR",
|
|
|
- "Upper-middle-income economies": "F9011",
|
|
|
- "Uruguay": "URY",
|
|
|
- "USSR": "F228",
|
|
|
- "Uzbekistan": "UZB",
|
|
|
- "Vanuatu": "VUT",
|
|
|
- "Venezuela (Bolivarian Republic of)": "VEN",
|
|
|
- "Viet Nam": "VNM",
|
|
|
- "Wake Island": "WAK",
|
|
|
- "Wallis and Futuna Islands": "WLF",
|
|
|
- "Western Africa": "F5105",
|
|
|
- "Western Asia": "F5305",
|
|
|
- "Western Asia (exc. Armenia, Azerbaijan, Cyprus, Israel and Georgia)": "F5828",
|
|
|
- "Western Asia and Northern Africa": "F5308",
|
|
|
- "Western Europe": "F5404",
|
|
|
- "Western Sahara": "ESH",
|
|
|
- "World": "X01",
|
|
|
- "Yemen": "YEM",
|
|
|
- "Yemen Ar Rp": "F246",
|
|
|
- "Yemen Dem": "F247",
|
|
|
- "Yugoslav SFR": "F248",
|
|
|
- "Zambia": "ZMB",
|
|
|
- "Zimbabwe": "ZWE",
|
|
|
- # reading the special characters (é, ô, ü etc.) fails for some domains
|
|
|
- # todo there is probably a better way to solve this
|
|
|
- "Côte d'Ivoire" : "CIV",
|
|
|
- "Curaçao" : "CUW",
|
|
|
- "Réunion" : "REU",
|
|
|
- "Türkiye" : "TUR",
|
|
|
+config_to_if = {
|
|
|
+ "coords_cols": {
|
|
|
+ "area": "country (ISO3)",
|
|
|
+ "unit": "Unit",
|
|
|
+ "entity": "entity",
|
|
|
+ "source": "Source",
|
|
|
+ "category": "category",
|
|
|
+ },
|
|
|
+ "coords_terminologies": {"area": "ISO3", "category": "FAOSTAT", "scenario": "FAO"},
|
|
|
+ "coords_value_mapping": {},
|
|
|
+ "filter_keep": {},
|
|
|
+ "filter_remove": {},
|
|
|
+ "meta_data": {
|
|
|
+ "references": "https://www.fao.org/faostat",
|
|
|
+ "rights": "Creative Commons Attribution-4.0 International licence (CC BY 4.0)",
|
|
|
+ "contact": "daniel.busch@climate-resource.com",
|
|
|
+ "title": "Agrifood systems emissions",
|
|
|
+ "comment": (
|
|
|
+ "Published by Food and Agriculture Organization of the "
|
|
|
+ "United Nations (FAO), converted to PRIMAP2 format by "
|
|
|
+ "Daniel Busch"
|
|
|
+ ),
|
|
|
+ "institution": ("Food and Agriculture Organization of the United Nations"),
|
|
|
+ },
|
|
|
}
|
