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+"""
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+Configuration for Cabo Verde BUR1 (read from pdf)
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+"""
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+
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+# reading tables on pages:
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+# 33/1, GHG emissions and removals by type of gas, by sector and by year
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+# 39, Total GHG Emissions, in CO2eq, for international bunkers, in 1995, 2000, 2005, 2010, 2015 and 2019
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+# 86-89, GHG emissions in 2019
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+# Not reading tables on pages:
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+# 37/38, has additional columns on PFCs, Unspecified mixture of HFCs and PFCs,
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+# and SF6, but they are all empty
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+# 32, same information as in table 33/1
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+# 33/2, aggregation of table 33/1
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+# 43, no new information here
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+
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+coords_terminologies = {
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+ "area": "ISO3",
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+ "category": "IPCC2006_PRIMAP",
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+ "scenario": "PRIMAP",
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+}
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+
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+# primap2 format conversion
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+coords_cols = {
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+ "category": "category",
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+ "entity": "entity",
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+ "unit": "unit",
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+}
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+
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+coords_defaults = {
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+ "source": "CPV-GHG-Inventory",
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+ "provenance": "measured",
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+ "area": "CPV",
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+ "scenario": "BUR1",
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+}
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+
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+gwp_to_use = "SARGWP100"
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+
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+coords_value_mapping_main = {
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+ "unit": "PRIMAP1",
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+ "category": "PRIMAP1",
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+ "entity": {
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+ "HFCs": f"HFCS ({gwp_to_use})",
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+ "HFC": f"HFCS ({gwp_to_use})",
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+ },
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+}
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+
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+coords_value_mapping = {
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+ "unit": "PRIMAP1",
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+ "category": "PRIMAP1",
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+ "entity": {
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+ "CO²": "CO2",
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+ "CH⁴": "CH4",
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+ "N²O": "N2O",
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+ "F-gases": f"FGASES ({gwp_to_use})",
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+ },
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+}
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+
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+filter_remove = {
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+ "f_memo": {"category": "MEMO"},
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+ # They are all NaN and don't match a pre-defined entity
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+ "f_fluor": {"entity": "Other fluorinated products"},
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+}
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+
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+meta_data = {
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+ "references": "unfccc.int/documents/638907",
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+ "rights": "", # unknown
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+ "contact": "daniel-busch@climate-resource.de",
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+ "title": "Cabo Verde. Biennial update report (BUR). BUR1",
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+ "comment": "Read fom pdf by Daniel Busch",
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+ "institution": "UNFCCC",
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+}
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+
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+trend_years = ["1995", "2000", "2005", "2010", "2015", "2019"]
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+
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+inv_conf_per_sector = {
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+ "main": {
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+ "page": "33",
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+ "skip_rows_start": 2,
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+ "cat_codes_manual": {
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+ "Energy": "1",
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+ "IPPU": "2",
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+ "Agriculture": "M.AG",
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+ "LULUCF": "M.LULUCF",
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+ "Waste": "4",
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+ },
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+ "header": ["category", "entity", *trend_years],
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+ "unit": ["Gg"] * 4 + ["GgCO2eq"] + ["Gg"] * 9,
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+ "unit_conversion": {
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+ "index": 6,
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+ "conversion_factor": 2240.625,
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+ },
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+ # "unit": ["Gg"] * 4 + ["Gg CO2eq"] + ["Gg"] * 9,
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+ },
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+ "int_bunkers": {
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+ "page": "39",
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+ "skip_rows_start": 2,
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+ "cat_codes_manual": {
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+ "Total International Bunkers": "M.BK",
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+ "International aviation": "M.BK.A",
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+ "International shipping": "M.BK.M",
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+ },
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+ "header": ["category", *trend_years],
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+ "unit": "Gg CO2eq",
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+ "drop_cols": 7,
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+ "entity": "KYOTOGHG (SARGWP100)",
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+ },
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+}
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+
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+inv_conf = {
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+ "cat_code_regexp": r"^(?P<code>[a-zA-Z0-9\.]{1,11})[\s\.].*",
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+ "year": "2019",
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+ # TODO check again!
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+ # "CO2 emissions from Biomass" and "CO2 emissions from using manure as energy" are the same category
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+ "merge_cats": "MBIO",
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+}
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+
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+inv_conf_main = {
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+ "pages": {
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+ "86": {
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+ "skip_rows_start": 2,
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+ "entities": ["CO2", "CH4", "N2O"],
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+ "column_names": ["category", "CO2", "CH4", "N2O"],
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+ "cat_codes_manual": {
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+ "Memo items": "MEMO",
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+ "International bunkers": "M.BK",
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+ "CO² emissions from Biomass": "M.BIO",
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+ "CO² emissions from using manure as energy": "M.BIO",
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+ },
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+ "unit_for_entity": {
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+ "CO2": "Gg",
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+ "CH4": "Gg",
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+ "N2O": "Gg",
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+ },
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+ # "units" : ["no unit", "Gg", "Gg", "Gg"]
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+ },
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+ "87": {
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+ "skip_rows_start": 2,
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+ "entities": ["CO2", "CH4", "N2O", "HFCs", "Other fluorinated products"],
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+ "column_names": [
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+ "category",
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+ "CO2",
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+ "CH4",
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+ "N2O",
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+ "HFCs",
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+ "Other fluorinated products",
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+ ],
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+ "cat_codes_manual": {
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+ "2F. Use of products as substitutes for \nsubstances that degrade the ozone layer": "2.F",
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+ "2B4. Production of caprolactam, \nglyoxal and glyoxylic acid": "2.B.4",
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+ },
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+ "unit_for_entity": {
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+ "CO2": "Gg",
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+ "CH4": "Gg",
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+ "N2O": "Gg",
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+ "HFCs": "Gg CO2eq",
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+ },
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+ },
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+ "88": {
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+ "skip_rows_start": 2,
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+ "entities": ["CO2", "CH4", "N2O"],
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+ "column_names": ["category", "CO2", "CH4", "N2O"],
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+ "cat_codes_manual": {
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+ "3C6. Indirect emissions of N²O from manure \nmanagement": "3.C.6",
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+ "3C. Aggregate Sources and Sources of Non-CO²\nEmissions in the soil": "3.C",
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+ },
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+ "unit_for_entity": {
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+ "CO2": "Gg",
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+ "CH4": "Gg",
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+ "N2O": "Gg",
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+ },
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+ },
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+ "89": {
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+ "skip_rows_start": 2,
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+ "entities": ["CO2", "CH4", "N2O"],
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+ "column_names": ["category", "CO2", "CH4", "N2O"],
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+ "cat_codes_manual": {
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+ "3C6. Indirect emissions of N²O from manure \nmanagement": "3.C.6",
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+ "3C. Aggregate Sources and Sources of Non-CO²\nEmissions in the soil": "3.C",
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+ },
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+ "unit_for_entity": {
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+ "CO2": "Gg",
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+ "CH4": "Gg",
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+ "N2O": "Gg",
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+ },
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+ },
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+ },
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+}
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+
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+country_processing_step1 = {
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+ # rounding error 0.038 for yr2019/entN2O/cat4: 0.011 + 0.015 != 0.027
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+ "tolerance": 0.04,
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+ "aggregate_cats": {
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+ # First generate additional categories
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+ "0": {"sources": ["1", "2", "3", "4", "5"]},
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+ "2.A": {"sources": ["2.A.1", "2.A.2", "2.A.3", "2.A.4", "2.A.5"]},
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+ "2.C": {
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+ "sources": [
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+ "2.C.1",
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+ "2.C.2",
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+ "2.C.3",
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+ "2.C.4",
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+ "2.C.5",
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+ "2.C.6",
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+ "2.C.7",
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+ ]
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+ },
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+ "2.E": {"sources": ["2.E.1", "2.E.2", "2.E.3", "2.E.4", "2.E.5"]},
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+ "3.C": {
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+ "sources": [
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+ "3.C.1",
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+ "3.C.2",
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+ "3.C.3",
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+ "3.C.4",
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+ "3.C.5",
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+ "3.C.6",
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+ "3.C.7",
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+ "3.C.8",
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+ ]
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+ },
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+ "3.D": {"sources": ["3.D.2"]},
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+ # 3.D would go into M.LULUCF as well but we don't have it
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+ "M.LULUCF": {"sources": ["3.B"]},
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+ # Only 3.C.7 in table, but values are all zero or empty
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+ "M.3.C.AG": {
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+ "sources": [
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+ "3.C.1",
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+ "3.C.2",
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+ "3.C.3",
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+ "3.C.4",
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+ "3.C.5",
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+ "3.C.6",
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+ "3.C.7",
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+ "3.C.8",
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+ ]
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+ },
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+ # 3.D.2 is all zeros
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+ "M.3.D.AG": {"sources": ["3.D.2"]},
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+ "M.AG.ELV": {
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+ "sources": ["M.3.C.AG", "M.3.D.AG"],
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+ },
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+ "M.AG": {"sources": ["3.A", "M.AG.ELV"]},
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+ "M.0.EL": {
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+ "sources": ["1", "2", "M.AG", "4"],
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+ },
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+ "4.D": {"sources": ["4.D.1", "4.D.2"]}, # consistency check
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+ "1": {"sources": ["1.A"]}, # consistency check
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+ "1.A": {
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+ "sources": ["1.A.1", "1.A.2", "1.A.3", "1.A.4", "1.A.5"]
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+ }, # consistency check
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+ "2": {
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+ "sources": ["2.A", "2.B", "2.C", "2.D", "2.E", "2.F", "2.G", "2.H"]
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+ }, # consistency check
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+ "3": {"sources": ["M.AG", "M.LULUCF"]}, # consistency check
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+ # "3.A": {"sources": ["3.A.1", "3.A.2"]}, # consistency check
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+ "4": {"sources": ["4.A", "4.B", "4.C", "4.D", "4.E"]}, # consistency check
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+ },
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+}
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+
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+country_processing_step2 = {
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+ "downscale": {
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+ "sectors": {
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+ "1_all": {
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+ "basket": "1",
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+ "basket_contents": ["1.A"],
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+ "entities": ["CO2", "CH4", "N2O"],
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+ "dim": f'category ({coords_terminologies["category"]})',
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+ },
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+ # Values for 1995/2000/2005/2010/2015/2019 are only available for CO2 and F-gases (table 6)
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+ "2_CO2": {
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+ "basket": "2",
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+ "basket_contents": ["2.A", "2.B", "2.C", "2.D", "2.H"],
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+ "entities": ["CO2"],
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+ "dim": f'category ({coords_terminologies["category"]})',
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+ },
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+ # "2_KYOTO": { # commented as KYOTOGHG only present for bunkers, so aggregate later
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+ # # error of 3.5% for KYOTOGHG (AR6GWP100)
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+ # "check_consistency": False,
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+ # "basket": "2",
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+ # "basket_contents": [
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+ # "2.A",
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+ # "2.B",
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+ # "2.C",
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+ # "2.D",
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+ # "2.E",
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+ # "2.F",
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+ # "2.G",
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+ # "2.H",
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+ # ],
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+ # "entities": [
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+ # "KYOTOGHG (SARGWP100)",
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+ # "KYOTOGHG (AR4GWP100)",
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+ # "KYOTOGHG (AR5GWP100)",
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+ # "KYOTOGHG (AR6GWP100)",
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+ # ],
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+ # "dim": f'category ({coords_terminologies["category"]})',
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+ # },
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+ # "2_FGASES": { # f-gases have no sectoral detail and HFCs only 2019,
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+ # # no downscaling of original data possible
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+ # # error of 3.5% for KYOTOGHG (AR6GWP100)
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+ # "check_consistency": False,
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+ # "basket": "2",
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+ # "basket_contents": [
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+ # "2.B",
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+ # "2.C",
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+ # "2.E",
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+ # "2.F",
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+ # "2.G",
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+ # ],
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+ # "entities": [
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+ # "FGASES (SARGWP100)",
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+ # "FGASES (AR4GWP100)",
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+ # "FGASES (AR5GWP100)",
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+ # "FGASES (AR6GWP100)",
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+ # "HFCS (SARGWP100)",
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+ # "HFCS (AR4GWP100)",
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+ # "HFCS (AR5GWP100)",
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+ # "HFCS (AR6GWP100)",
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+ # ],
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+ # "dim": f'category ({coords_terminologies["category"]})',
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+ # },
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+ "3_CH4": {
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+ "basket": "3",
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+ "basket_contents": ["3.A", "3.B", "3.C", "3.D"],
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+ "entities": ["CH4"],
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+ "dim": f'category ({coords_terminologies["category"]})',
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+ },
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+ "3_CO2": {
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+ "basket": "3",
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+ "basket_contents": ["3.B", "3.C", "3.D"],
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+ "entities": ["CO2"],
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+ "dim": f'category ({coords_terminologies["category"]})',
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+ },
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+ "3_N2O": {
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+ "basket": "3",
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+ "basket_contents": ["3.A", "3.B", "3.C", "3.D"],
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+ "entities": ["N2O"],
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+ "dim": f'category ({coords_terminologies["category"]})',
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+ },
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+ # "3_KYOTO": { # no original data here. aggregate basket later
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+ # "basket": "3",
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+ # "basket_contents": ["3.A", "3.B", "3.C", "3.D"],
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+ # "entities": [
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+ # "KYOTOGHG (SARGWP100)",
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+ # "KYOTOGHG (AR4GWP100)",
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+ # "KYOTOGHG (AR5GWP100)",
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+ # "KYOTOGHG (AR6GWP100)",
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+ # ],
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+ # "dim": f'category ({coords_terminologies["category"]})',
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+ # },
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+ },
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+ "entities": {
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+ "FGASES": {
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+ "basket": "FGASES (SARGWP100)",
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+ "basket_contents": ["HFCS (SARGWP100)"],
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+ },
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+ },
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+ },
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+ "basket_copy": {
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+ "GWPs_to_add": ["AR4GWP100", "AR5GWP100", "AR6GWP100"],
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+ "entities": ["HFCS"],
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+ "source_GWP": gwp_to_use,
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+ },
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+}
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+
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+gas_baskets = {
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+ "FGASES (SARGWP100)": ["HFCS (SARGWP100)"],
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+ "FGASES (AR4GWP100)": ["HFCS (AR4GWP100)"],
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+ "FGASES (AR5GWP100)": ["HFCS (AR5GWP100)"],
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+ "FGASES (AR6GWP100)": ["HFCS (AR6GWP100)"],
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+ "KYOTOGHG (SARGWP100)": ["CO2", "CH4", "N2O", "FGASES (SARGWP100)"],
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+ "KYOTOGHG (AR4GWP100)": ["CO2", "CH4", "N2O", "FGASES (AR4GWP100)"],
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+ "KYOTOGHG (AR5GWP100)": ["CO2", "CH4", "N2O", "FGASES (AR5GWP100)"],
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+ "KYOTOGHG (AR6GWP100)": ["CO2", "CH4", "N2O", "FGASES (AR6GWP100)"],
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+}
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Johannes Gütschow
crdanielbusch
dependabot[bot]
Daniel Busch