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+"""
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+Configuration file to read Bangladesh's BUR 1.
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+
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+# Overview of all available GHG tables
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+
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+# not reading:
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+# table 7, page 70 - already in main table in annex
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+# table 8, page 71 - only four new data points for 2012
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+# figure 22, page 83 - this is a summary of all energy tables
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+# figure 23 - image of summary of IPUU, data are available as tables in same
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+# chapter
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+# table 27 - rice cultivation available - in main tables
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+# table 28 - N2O from fertilizers - in main tables
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+# table 29 - indirect N2O from fertilizer - in main table
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+# table 31 - enteric CH4 by livestock - low priority
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+# table 32 - manure CH4 by livestock - low priority
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+# table 37 - already in main tables in annex
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+# table 19-23, ammonia-urea, cement, glass, lubricants, steel mills
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+# 2013-2019 on pages 86-88 - already in main table
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+
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+# reading:
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+# table 16, page 78 - 2013-2019 by industry sub-sectors - typed
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+# table 17, page 79 - 2013-2019 transportation - typed
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+# table 18, page 80 - residential 2013-2019 commercial sector - typed
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+# table 19, page 80 - agriculture energy use 2013-2019 - typed
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+# figure 20, page 81 - gas leakage 2013-2019 - typed
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+
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+
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+"""
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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": "BGD-GHG-Inventory",
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+ "provenance": "measured",
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+ "area": "BGD",
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+ "scenario": "BUR1",
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+}
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+
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+gwp_to_use = "AR4GWP100"
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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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+}
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+
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+filter_remove = {
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+ "f_memo": {"category": "MEMO"},
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+ "f_info": {"category": "INFO"},
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+}
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+
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+meta_data = {
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+ "references": "https://unfccc.int/documents/634149",
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+ "rights": "", # unknown
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+ "contact": "daniel-busch@climate-resource.de",
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+ "title": "Bangladesh. 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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+inv_conf = {
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+ "entity_row": 0,
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+ "unit_row": 1,
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+ "index_cols": "Greenhouse gas source and sink categories",
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+ "header_long": ["orig_cat_name", "entity", "unit", "time", "data"],
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+ "cat_code_regexp": r"^(?P<code>[a-zA-Z0-9\.]{1,11})[\s\.].*",
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+}
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+inv_conf_per_year = {
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+ "2013": {
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+ "page_defs": {
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+ "207": {
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+ "area": ["60,630,534,79"],
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+ "cols": ["387,444,495"],
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+ "skip_rows_start": 0,
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+ "skip_rows_end": 0,
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+ },
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+ "208": {
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+ "area": ["63,720,527,120"],
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+ "cols": ["380,437,491"],
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+ "skip_rows_start": 8,
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+ "skip_rows_end": 4,
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+ },
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+ },
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+ "rows_to_fix": {
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+ 3: [
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+ "3 - GHG Emissions Agriculture, Livestock & Forest and Other Land -Use"
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+ ],
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+ 2: [
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+ # "B-Methane emission from domestic waste water" and
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+ # "c-nitrous oxide emission from domestic waste water" are the same category
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+ # and should be merged
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+ "B-Methane emission from domestic waste water",
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+ # "Total Manure ch4 emissions" and
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+ # "Total Direct n2o emissions from manure system" are the same category
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+ # and should be merged
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+ "Total Manure ch4 emissions",
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+ ],
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+ -2: [
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+ "ch4 emission from rice field",
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+ "indirect nitrous oxide (n2o) from n based fertilizer",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
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+ "Total enteric ch4 emissions",
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+ "Total Manure ch4 emissions",
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+ "Total Direct n2o emissions from manure system",
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+ "Total indirect n2o emissions - Volatilization",
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+ "Total indirect n2o emissions - leaching/Runoff",
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+ "CO2 from Biomass burning for Energy purpose",
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+ ],
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+ },
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+ "header": [
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+ "Greenhouse gas source and sink categories",
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+ "CO2",
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+ "CH4",
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+ "N2O",
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+ ],
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+ "unit": [
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+ "-",
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+ "Gg",
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+ "Gg",
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+ "Gg",
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+ ],
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+ "skip_rows": 6,
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+ # TODO The manual codes can be summarised for all years
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+ "cat_codes_manual": {
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+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
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+ "1 - a1- electricity Generation": "1.A.1",
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+ "1.a2- Manufacturing industries and construction": "1.A.2",
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+ "1.a3-Transport": "1.A.3",
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+ "1.a4-other sectors": "1.A.4",
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+ "2 a. 1-cement Production": "2.A.1",
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+ "2a3 Glass Production": "2.A.3",
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+ "2 B. 1 - ammonia Production": "2.B.1",
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+ "2 C-Metal Industry": "2.C",
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+ "2 c. 1 iron and steel Production": "2.C.1",
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+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
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+ "2D 1-lubricant Use": "2.D.1",
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+ "ch4 emission from rice field": "3.C.7",
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+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
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+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
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+ "Total enteric ch4 emissions": "3.A.1",
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+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
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+ "Total indirect n2o emissions -Volatilization": "3.C.5",
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+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
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+ "4 a-solid Waste Disposal": "4.A",
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+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
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+ "D- Metahne emission from industrial waste water": "4.D.2",
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+ "Memo items (5)": "MEMO",
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+ "Information Items": "INFO",
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+ "international Bunkers": "M.BK",
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+ "a-international aviation (international Bunkers)": "M.BK.A",
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+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
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+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
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+ },
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+ "merge_cats": "3C5",
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+ },
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+ "2014": {
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+ "page_defs": {
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+ "209": {
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+ "area": ["74,715,542,78"],
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+ "cols": ["380,441,498"],
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+ "skip_rows_start": 9,
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+ "skip_rows_end": 0,
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+ },
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+ "210": {
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+ "area": ["64,715,529,196"],
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+ "cols": ["380,435,491"],
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+ "skip_rows_start": 8,
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+ "skip_rows_end": 4,
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+ },
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+ },
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+ "rows_to_fix": {
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+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
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+ -2: [
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+ "ch4 emission from rice field",
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+ "indirect nitrous oxide (n2o) from n based fertilizer",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
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+ "Total enteric ch4 emissions",
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+ "Total Manure ch4 emissions",
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+ "Total Direct n2o emissions from manure system",
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+ "Total indirect n2o emissions - Volatilization",
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+ "Total indirect n2o emissions - leaching/Runoff",
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+ "CO2 from Biomass burning for Energy purpose",
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+ ],
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+ 2: [
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+ # "B-Methane emission from domestic waste water" and
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+ # "c-nitrous oxide emission from domestic waste water" are the same category
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+ # and should be merged
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+ "B-Methane emission from domestic waste water",
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+ # "Total Manure ch4 emissions" and
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+ # "Total Direct n2o emissions from manure system" are the same category
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+ # and should be merged
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+ "Total Manure ch4 emissions",
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+ ],
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+ },
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+ "header": [
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+ "Greenhouse gas source and sink categories",
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+ "CO2",
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+ "CH4",
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+ "N2O",
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+ ],
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+ "unit": [
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+ "-",
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+ "Gg",
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+ "Gg",
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+ "Gg",
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+ ],
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+ "skip_rows": 0,
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+ "cat_codes_manual": {
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+ "1-a - Fuel combustion activities_energy industries": "1.A",
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+ "1 - a1- electricity Generation": "1.A.1",
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+ "1.a2- Manufacturing industries and construction": "1.A.2",
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+ "1.a3-Transport": "1.A.3",
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+ "1.a4-other sectors": "1.A.4",
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+ "2 a. 1-cement Production": "2.A.1",
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+ "2a3 Glass Production": "2.A.3",
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+ "2 B. 1 - ammonia Production": "2.B.1",
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+ "2 C-Metal Industry": "2.C",
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+ "2 c. 1 iron and steel Production": "2.C.1",
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+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
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+ "2D 1-lubricant Use": "2.D.1",
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+ "ch4 emission from rice field": "3.C.7",
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+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
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+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
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+ "Total enteric ch4 emissions": "3.A.1",
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+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
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+ "Total indirect n2o emissions -Volatilization": "3.C.5",
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+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
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+ "4 a-solid Waste Disposal": "4.A",
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+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
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+ "D- Metahne emission from industrial waste water": "4.D.2",
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+ "Memo items (5)": "MEMO",
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+ "Information Items": "INFO",
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+ "international Bunkers": "M.BK",
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+ "a-international aviation (international Bunkers)": "M.BK.A",
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+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
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+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
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+ },
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+ "merge_cats": "3C5",
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+ },
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+ "2015": {
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+ "page_defs": {
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+ "211": {
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+ "area": ["75,712,550,88"],
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+ "cols": ["375,444,498"],
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+ "skip_rows_start": 9,
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+ "skip_rows_end": 0,
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+ },
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+ "212": {
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+ "area": ["64,711,524,90"],
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+ "cols": ["369,436,492"],
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+ "skip_rows_start": 8,
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+ "skip_rows_end": 4,
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+ },
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+ },
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+ "rows_to_fix": {
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+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
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+ -2: [
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+ "ch4 emission from rice field",
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+ "indirect nitrous oxide (n2o) from n based fertilizer",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
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+ "Total enteric ch4 emissions",
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+ "Total Manure ch4 emissions",
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+ "Total Direct n2o emissions from manure system",
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+ "Total indirect n2o emissions - Volatilization",
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+ "Total indirect n2o emissions - leaching/Runoff",
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+ "CO2 from Biomass burning for Energy purpose",
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+ "a-co2 emission from soil",
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+ "c-co2 emission due to fuel wood removal for consumption",
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+ ],
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+ 2: [
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+ # "B-Methane emission from domestic waste wate"r" and
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+ # "c-nitrous oxide emission from domestic waste water" are the same category
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+ # and should be merged
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+ "B-Methane emission from domestic waste water",
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+ # "Total Manure ch4 emissions" and
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+ # "Total Direct n2o emissions from manure system" are the same category
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+ # and should be merged
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+ "Total Manure ch4 emissions",
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+ ],
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+ },
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+ "header": [
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+ "Greenhouse gas source and sink categories",
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+ "CO2",
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+ "CH4",
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+ "N2O",
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+ ],
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+ "unit": [
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+ "-",
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+ "Gg",
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+ "Gg",
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+ "Gg",
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+ ],
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+ "skip_rows": 0,
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+ "cat_codes_manual": {
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+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
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+ "1 - a1- electricity Generation": "1.A.1",
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+ "1.a2- Manufacturing industries and construction": "1.A.2",
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+ "1.a3-Transport": "1.A.3",
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+ "1.a4-other sectors": "1.A.4",
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+ "2 a. 1-cement Production": "2.A.1",
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+ "2a3 Glass Production": "2.A.3",
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+ "2 B. 1 - ammonia Production": "2.B.1",
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+ "2 C-Metal Industry": "2.C",
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+ "2 c. 1 iron and steel Production": "2.C.1",
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+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
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+ "2D 1-lubricant Use": "2.D.1",
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+ "ch4 emission from rice field": "3.C.7",
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+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
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+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
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+ "Total enteric ch4 emissions": "3.A.1",
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+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
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+ "Total indirect n2o emissions -Volatilization": "3.C.5",
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+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
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+ "4 a-solid Waste Disposal": "4.A",
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+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
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+ "D- Metahne emission from industrial waste water": "4.D.2",
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+ "Memo items (5)": "MEMO",
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+ "Information Items": "INFO",
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+ "international Bunkers": "M.BK",
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+ "a-international aviation (international Bunkers)": "M.BK.A",
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+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
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+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
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+ },
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+ "merge_cats": "3C5",
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+ # These three categories only appear in 2015 and are all zero
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+ "categories_to_drop": [
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+ "a-co2 emission from soil",
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+ "c-co2 emission due to fuel wood removal for consumption",
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+ "B-conversion of forest land to other land use",
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+ ],
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+ },
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+ "2016": {
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+ "page_defs": {
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+ "213": {
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+ "area": ["73,712,544,77"],
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+ "cols": ["373,444,498"],
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+ "skip_rows_start": 9,
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+ "skip_rows_end": 0,
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+ },
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+ "214": {
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+ "area": ["66,711,533,143"],
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+ "cols": ["359,435,492"],
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+ "skip_rows_start": 8,
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+ "skip_rows_end": 4,
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+ },
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+ },
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+ "rows_to_fix": {
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+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
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+ -2: [
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+ "ch4 emission from rice field",
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|
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+ "indirect nitrous oxide (n2o) from n based fertilizer",
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|
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+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
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|
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+ "Total enteric ch4 emissions",
|
|
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+ "Total Manure ch4 emissions",
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|
|
+ "Total Direct n2o emissions from manure system",
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|
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+ "Total indirect n2o emissions - Volatilization",
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+ "Total indirect n2o emissions - leaching/Runoff",
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|
|
+ "CO2 from Biomass burning for Energy purpose",
|
|
|
+ ],
|
|
|
+ 2: [
|
|
|
+ # "B-Methane emission from domestic waste water" and
|
|
|
+ # "c-nitrous oxide emission from domestic waste water" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "B-Methane emission from domestic waste water",
|
|
|
+ # "Total Manure ch4 emissions" and
|
|
|
+ # "Total Direct n2o emissions from manure system" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ "header": [
|
|
|
+ "Greenhouse gas source and sink categories",
|
|
|
+ "CO2",
|
|
|
+ "CH4",
|
|
|
+ "N2O",
|
|
|
+ ],
|
|
|
+ "unit": [
|
|
|
+ "-",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ ],
|
|
|
+ "skip_rows": 0,
|
|
|
+ "cat_codes_manual": {
|
|
|
+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
|
|
|
+ "1 - a1- electricity Generation": "1.A.1",
|
|
|
+ "1.a2- Manufacturing industries and construction": "1.A.2",
|
|
|
+ "1.a3-Transport": "1.A.3",
|
|
|
+ "1.a4-other sectors": "1.A.4",
|
|
|
+ "2 a. 1-cement Production": "2.A.1",
|
|
|
+ "2a3 Glass Production": "2.A.3",
|
|
|
+ "2 B. 1 - ammonia Production": "2.B.1",
|
|
|
+ "2 C-Metal Industry": "2.C",
|
|
|
+ "2 c. 1 iron and steel Production": "2.C.1",
|
|
|
+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
|
|
|
+ "2D 1-lubricant Use": "2.D.1",
|
|
|
+ "ch4 emission from rice field": "3.C.7",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
|
|
|
+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
|
|
|
+ "Total enteric ch4 emissions": "3.A.1",
|
|
|
+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
|
|
|
+ "Total indirect n2o emissions -Volatilization": "3.C.5",
|
|
|
+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
|
|
|
+ "4 a-solid Waste Disposal": "4.A",
|
|
|
+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
|
|
|
+ "D- Metahne emission from industrial waste water": "4.D.2",
|
|
|
+ "Memo items (5)": "MEMO",
|
|
|
+ "Information Items": "INFO",
|
|
|
+ "international Bunkers": "M.BK",
|
|
|
+ "a-international aviation (international Bunkers)": "M.BK.A",
|
|
|
+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
|
|
|
+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
|
|
|
+ },
|
|
|
+ "merge_cats": "3C5",
|
|
|
+ },
|
|
|
+ "2017": {
|
|
|
+ "page_defs": {
|
|
|
+ "215": {
|
|
|
+ "area": ["74,715,543,80"],
|
|
|
+ "cols": ["382,444,497"],
|
|
|
+ "skip_rows_start": 9,
|
|
|
+ "skip_rows_end": 0,
|
|
|
+ },
|
|
|
+ "216": {
|
|
|
+ "area": ["64,720,530,158"],
|
|
|
+ "cols": ["380,433,490"],
|
|
|
+ "skip_rows_start": 8,
|
|
|
+ "skip_rows_end": 4,
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "rows_to_fix": {
|
|
|
+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
|
|
|
+ -2: [
|
|
|
+ "ch4 emission from rice field",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
|
|
|
+ "Total enteric ch4 emissions",
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ "Total Direct n2o emissions from manure system",
|
|
|
+ "Total indirect n2o emissions - Volatilization",
|
|
|
+ "Total indirect n2o emissions - leaching/Runoff",
|
|
|
+ "CO2 from Biomass burning for Energy purpose",
|
|
|
+ ],
|
|
|
+ 2: [
|
|
|
+ # "B-Methane emission from domestic waste water" and
|
|
|
+ # "c-nitrous oxide emission from domestic waste water" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "B-Methane emission from domestic waste water",
|
|
|
+ # "Total Manure ch4 emissions" and
|
|
|
+ # "Total Direct n2o emissions from manure system" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ "header": [
|
|
|
+ "Greenhouse gas source and sink categories",
|
|
|
+ "CO2",
|
|
|
+ "CH4",
|
|
|
+ "N2O",
|
|
|
+ ],
|
|
|
+ "unit": [
|
|
|
+ "-",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ ],
|
|
|
+ "skip_rows": 0,
|
|
|
+ "cat_codes_manual": {
|
|
|
+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
|
|
|
+ "1 - a1- electricity Generation": "1.A.1",
|
|
|
+ "2 a. 1-cement Production": "2.A.1",
|
|
|
+ "1.a2- Manufacturing industries and construction": "1.A.2",
|
|
|
+ "1.a3-Transport": "1.A.3",
|
|
|
+ "1.a4-other sectors": "1.A.4",
|
|
|
+ "2a3 Glass Production": "2.A.3",
|
|
|
+ "2 B. 1 - ammonia Production": "2.B.1",
|
|
|
+ "2 C-Metal Industry": "2.C",
|
|
|
+ "2 c. 1 iron and steel Production": "2.C.1",
|
|
|
+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
|
|
|
+ "2D 1-lubricant Use": "2.D.1",
|
|
|
+ "ch4 emission from rice field": "3.C.7",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
|
|
|
+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
|
|
|
+ "Total enteric ch4 emissions": "3.A.1",
|
|
|
+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
|
|
|
+ "Total indirect n2o emissions -Volatilization": "3.C.5",
|
|
|
+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
|
|
|
+ "4 a-solid Waste Disposal": "4.A",
|
|
|
+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
|
|
|
+ "D- Metahne emission from industrial waste water": "4.D.2",
|
|
|
+ "Memo items (5)": "MEMO",
|
|
|
+ "Information Items": "INFO",
|
|
|
+ "international Bunkers": "M.BK",
|
|
|
+ "a-international aviation (international Bunkers)": "M.BK.A",
|
|
|
+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
|
|
|
+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
|
|
|
+ },
|
|
|
+ "merge_cats": "3C5",
|
|
|
+ },
|
|
|
+ "2018": {
|
|
|
+ "page_defs": {
|
|
|
+ "217": {
|
|
|
+ "area": ["75,713,542,91"],
|
|
|
+ "cols": ["378,446,499"],
|
|
|
+ "skip_rows_start": 9,
|
|
|
+ "skip_rows_end": 0,
|
|
|
+ },
|
|
|
+ "218": {
|
|
|
+ "area": ["63,714,528,154"],
|
|
|
+ "cols": ["374,438,491"],
|
|
|
+ "skip_rows_start": 8,
|
|
|
+ "skip_rows_end": 4,
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "rows_to_fix": {
|
|
|
+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
|
|
|
+ -2: [
|
|
|
+ "ch4 emission from rice field",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
|
|
|
+ "Total enteric ch4 emissions",
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ "Total Direct n2o emissions from manure system",
|
|
|
+ "Total indirect n2o emissions - Volatilization",
|
|
|
+ "Total indirect n2o emissions - leaching/Runoff",
|
|
|
+ "CO2 from Biomass burning for Energy purpose",
|
|
|
+ ],
|
|
|
+ 2: [
|
|
|
+ # "B-Methane emission from domestic waste water" and
|
|
|
+ # "c-nitrous oxide emission from domestic waste water" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "B-Methane emission from domestic waste water",
|
|
|
+ # "Total Manure ch4 emissions" and
|
|
|
+ # "Total Direct n2o emissions from manure system" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ "header": [
|
|
|
+ "Greenhouse gas source and sink categories",
|
|
|
+ "CO2",
|
|
|
+ "CH4",
|
|
|
+ "N2O",
|
|
|
+ ],
|
|
|
+ "unit": [
|
|
|
+ "-",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ ],
|
|
|
+ "skip_rows": 0,
|
|
|
+ "cat_codes_manual": {
|
|
|
+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
|
|
|
+ "1 - a1- electricity Generation": "1.A.1",
|
|
|
+ "1.a2- Manufacturing industries and construction": "1.A.2",
|
|
|
+ "1.a3-Transport": "1.A.3",
|
|
|
+ "1.a4-other sectors": "1.A.4",
|
|
|
+ "2 a. 1-cement Production": "2.A.1",
|
|
|
+ "2a3 Glass Production": "2.A.3",
|
|
|
+ "2 B. 1 - ammonia Production": "2.B.1",
|
|
|
+ "2 C-Metal Industry": "2.C",
|
|
|
+ "2 c. 1 iron and steel Production": "2.C.1",
|
|
|
+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
|
|
|
+ "2D 1-lubricant Use": "2.D.1",
|
|
|
+ "ch4 emission from rice field": "3.C.7",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
|
|
|
+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
|
|
|
+ "Total enteric ch4 emissions": "3.A.1",
|
|
|
+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
|
|
|
+ "Total indirect n2o emissions -Volatilization": "3.C.5",
|
|
|
+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
|
|
|
+ "4 a-solid Waste Disposal": "4.A",
|
|
|
+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
|
|
|
+ "D- Metahne emission from industrial waste water": "4.D.2",
|
|
|
+ "Memo items (5)": "MEMO",
|
|
|
+ "Information Items": "INFO",
|
|
|
+ "international Bunkers": "M.BK",
|
|
|
+ "a-international aviation (international Bunkers)": "M.BK.A",
|
|
|
+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
|
|
|
+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
|
|
|
+ },
|
|
|
+ "merge_cats": "3C5",
|
|
|
+ },
|
|
|
+ "2019": {
|
|
|
+ "page_defs": {
|
|
|
+ "219": {
|
|
|
+ "area": ["75,713,542,91"],
|
|
|
+ "cols": ["378,446,499"],
|
|
|
+ "skip_rows_start": 9,
|
|
|
+ "skip_rows_end": 0,
|
|
|
+ },
|
|
|
+ "220": {
|
|
|
+ "area": ["63,714,524,139"],
|
|
|
+ "cols": ["374,438,491"],
|
|
|
+ "skip_rows_start": 8,
|
|
|
+ "skip_rows_end": 4,
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "rows_to_fix": {
|
|
|
+ 3: ["3 - GHG Emissions Agriculture, Livestock & Forest and Other"],
|
|
|
+ -2: [
|
|
|
+ "ch4 emission from rice field",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application",
|
|
|
+ "Total enteric ch4 emissions",
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ "Total Direct n2o emissions from manure system",
|
|
|
+ "Total indirect n2o emissions - Volatilization",
|
|
|
+ "Total indirect n2o emissions - leaching/Runoff",
|
|
|
+ "CO2 from Biomass burning for Energy purpose",
|
|
|
+ ],
|
|
|
+ 2: [
|
|
|
+ # "B-Methane emission from domestic waste water" and
|
|
|
+ # "c-nitrous oxide emission from domestic waste water" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "B-Methane emission from domestic waste water",
|
|
|
+ # "Total Manure ch4 emissions" and
|
|
|
+ # "Total Direct n2o emissions from manure system" are the same category
|
|
|
+ # and should be merged
|
|
|
+ "Total Manure ch4 emissions",
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ "header": [
|
|
|
+ "Greenhouse gas source and sink categories",
|
|
|
+ "CO2",
|
|
|
+ "CH4",
|
|
|
+ "N2O",
|
|
|
+ ],
|
|
|
+ "unit": [
|
|
|
+ "-",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ "Gg",
|
|
|
+ ],
|
|
|
+ "skip_rows": 0,
|
|
|
+ "cat_codes_manual": {
|
|
|
+ "1-A - Fuel Combustion Activities_Energy Industries": "1.A",
|
|
|
+ "1 - a1- electricity Generation": "1.A.1",
|
|
|
+ "1.a2- Manufacturing industries and construction": "1.A.2",
|
|
|
+ "1.a3-Transport": "1.A.3",
|
|
|
+ "1.a4-other sectors": "1.A.4",
|
|
|
+ "2 a. 1-cement Production": "2.A.1",
|
|
|
+ "2a3 Glass Production": "2.A.3",
|
|
|
+ "2 B. 1 - ammonia Production": "2.B.1",
|
|
|
+ "2 C-Metal Industry": "2.C",
|
|
|
+ "2 c. 1 iron and steel Production": "2.C.1",
|
|
|
+ "2. D - Non-Energy Products from Fuels and Solvent Use": "2.D",
|
|
|
+ "2D 1-lubricant Use": "2.D.1",
|
|
|
+ "ch4 emission from rice field": "3.C.7",
|
|
|
+ "indirect nitrous oxide (n2o) from n based fertilizer": "3.C.5",
|
|
|
+ "Direct nitrous oxide (n2o) emissions from fertilizer application": "3.C.4",
|
|
|
+ "Direct carbon Dioxide emissions from urea fertilizer": "3.C.3",
|
|
|
+ "Total enteric ch4 emissions": "3.A.1",
|
|
|
+ "Total Manure ch4 emissions Total Direct n2o emissions from manure system": "3.A.2",
|
|
|
+ "Total indirect n2o emissions -Volatilization": "3.C.5",
|
|
|
+ "Total indirect n2o emissions -leaching/Runoff": "3.C.5",
|
|
|
+ "4 a-solid Waste Disposal": "4.A",
|
|
|
+ "B-Methane emission from domestic waste water c-nitrous oxide emission from domestic waste water": "4.D.1",
|
|
|
+ "D- Metahne emission from industrial waste water": "4.D.2",
|
|
|
+ "Memo Items (5)": "MEMO",
|
|
|
+ "Information Items": "INFO",
|
|
|
+ "International Bunkers": "M.BK",
|
|
|
+ "a-international aviation (international Bunkers)": "M.BK.A",
|
|
|
+ "B-international Water-borne navigation (international Bunkers)": "M.BK.M",
|
|
|
+ "CO2 from Biomass burning for Energy purpose": "M.BIO",
|
|
|
+ },
|
|
|
+ "merge_cats": "3C5",
|
|
|
+ "categories_to_drop": ["in eq. Million Tons"],
|
|
|
+ },
|
|
|
+}
|
|
|
+
|
|
|
+# needed for the pandas wide_to_long function
|
|
|
+wide_to_long_col_replace = {
|
|
|
+ "2013": "data2013",
|
|
|
+ "2014": "data2014",
|
|
|
+ "2015": "data2015",
|
|
|
+ "2016": "data2016",
|
|
|
+ "2017": "data2017",
|
|
|
+ "2018": "data2018",
|
|
|
+ "2019": "data2019",
|
|
|
+}
|
|
|
+
|
|
|
+manually_typed = {
|
|
|
+ "figure_16": {
|
|
|
+ # In other than stated in the figure, these are KYOTO gases in CO2eq
|
|
|
+ "unit": "GgCO2eq",
|
|
|
+ "entity": "KYOTOGHG (AR4GWP100)",
|
|
|
+ "data": {
|
|
|
+ "category": [
|
|
|
+ "1.A.2.a",
|
|
|
+ "1.A.2.b",
|
|
|
+ "1.A.2.c",
|
|
|
+ "1.A.2.d",
|
|
|
+ "1.A.2.e",
|
|
|
+ "1.A.2.f",
|
|
|
+ "1.A.2.g",
|
|
|
+ "1.A.2.h",
|
|
|
+ "1.A.2.i",
|
|
|
+ "1.A.2.j",
|
|
|
+ "1.A.2.k",
|
|
|
+ "1.A.2.l",
|
|
|
+ "1.A.2.m",
|
|
|
+ ],
|
|
|
+ "2013": [
|
|
|
+ 709,
|
|
|
+ 6,
|
|
|
+ 796,
|
|
|
+ 421,
|
|
|
+ 553,
|
|
|
+ 12174,
|
|
|
+ 1,
|
|
|
+ 1,
|
|
|
+ 0,
|
|
|
+ 4,
|
|
|
+ 5,
|
|
|
+ 4885,
|
|
|
+ 1280,
|
|
|
+ ],
|
|
|
+ "2014": [
|
|
|
+ 706,
|
|
|
+ 0,
|
|
|
+ 636,
|
|
|
+ 409,
|
|
|
+ 515,
|
|
|
+ 13896,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 203,
|
|
|
+ 4793,
|
|
|
+ 1276,
|
|
|
+ ],
|
|
|
+ "2015": [
|
|
|
+ 778,
|
|
|
+ 0,
|
|
|
+ 545,
|
|
|
+ 458,
|
|
|
+ 532,
|
|
|
+ 13660,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 195,
|
|
|
+ 5180,
|
|
|
+ 1799,
|
|
|
+ ],
|
|
|
+ "2016": [
|
|
|
+ 830,
|
|
|
+ 0,
|
|
|
+ 445,
|
|
|
+ 473,
|
|
|
+ 527,
|
|
|
+ 15771,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 118,
|
|
|
+ 5375,
|
|
|
+ 1700,
|
|
|
+ ],
|
|
|
+ "2017": [
|
|
|
+ 883,
|
|
|
+ 0,
|
|
|
+ 344,
|
|
|
+ 492,
|
|
|
+ 522,
|
|
|
+ 15141,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 179,
|
|
|
+ 5294,
|
|
|
+ 1546,
|
|
|
+ ],
|
|
|
+ "2018": [
|
|
|
+ 943,
|
|
|
+ 0,
|
|
|
+ 247,
|
|
|
+ 519,
|
|
|
+ 519,
|
|
|
+ 15949,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 193,
|
|
|
+ 5810,
|
|
|
+ 1764,
|
|
|
+ ],
|
|
|
+ "2019": [
|
|
|
+ 988,
|
|
|
+ 0,
|
|
|
+ 123,
|
|
|
+ 527,
|
|
|
+ 516,
|
|
|
+ 16091,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 0,
|
|
|
+ 216,
|
|
|
+ 5935,
|
|
|
+ 2492,
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "figure_17": {
|
|
|
+ # In other than stated in the figure, these are KYOTO gases in CO2eq
|
|
|
+ "unit": "GgCO2eq",
|
|
|
+ "entity": "KYOTOGHG (AR4GWP100)",
|
|
|
+ "data": {
|
|
|
+ "category": [
|
|
|
+ "1.A.3.a.ii",
|
|
|
+ "1.A.3.b.i.2",
|
|
|
+ "1.A.3.b.ii.2",
|
|
|
+ "1.A.3.b.iii",
|
|
|
+ "1.A.3.b.iv",
|
|
|
+ "1.A.3.c",
|
|
|
+ "1.A.3.d.ii",
|
|
|
+ ],
|
|
|
+ "2013": [
|
|
|
+ 694,
|
|
|
+ 1450,
|
|
|
+ 1215,
|
|
|
+ 8960,
|
|
|
+ 979,
|
|
|
+ 115,
|
|
|
+ 162,
|
|
|
+ ],
|
|
|
+ "2014": [
|
|
|
+ 704,
|
|
|
+ 1485,
|
|
|
+ 914,
|
|
|
+ 8126,
|
|
|
+ 934,
|
|
|
+ 113,
|
|
|
+ 196,
|
|
|
+ ],
|
|
|
+ "2015": [
|
|
|
+ 738,
|
|
|
+ 1708,
|
|
|
+ 1135,
|
|
|
+ 9082,
|
|
|
+ 1030,
|
|
|
+ 117,
|
|
|
+ 208,
|
|
|
+ ],
|
|
|
+ "2016": [
|
|
|
+ 757,
|
|
|
+ 1710,
|
|
|
+ 1030,
|
|
|
+ 8504,
|
|
|
+ 1089,
|
|
|
+ 115,
|
|
|
+ 350,
|
|
|
+ ],
|
|
|
+ "2017": [
|
|
|
+ 822,
|
|
|
+ 1962,
|
|
|
+ 1298,
|
|
|
+ 10201,
|
|
|
+ 1136,
|
|
|
+ 156,
|
|
|
+ 289,
|
|
|
+ ],
|
|
|
+ "2018": [
|
|
|
+ 890,
|
|
|
+ 2019,
|
|
|
+ 1410,
|
|
|
+ 10320,
|
|
|
+ 1152,
|
|
|
+ 140,
|
|
|
+ 332,
|
|
|
+ ],
|
|
|
+ "2019": [
|
|
|
+ 938,
|
|
|
+ 2440,
|
|
|
+ 1985,
|
|
|
+ 12682,
|
|
|
+ 1232,
|
|
|
+ 168,
|
|
|
+ 401,
|
|
|
+ ],
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "figure_18": {
|
|
|
+ # In other than stated in the figure, these are KYOTO gases in CO2eq
|
|
|
+ "unit": "GgCO2eq",
|
|
|
+ "entity": "KYOTOGHG (AR4GWP100)",
|
|
|
+ "data": {
|
|
|
+ "category": ["1.A.4.a", "1.A.4.b"],
|
|
|
+ "2013": [1871, 6703],
|
|
|
+ "2014": [1619, 6960],
|
|
|
+ "2015": [1522, 8573],
|
|
|
+ "2016": [1260, 9755],
|
|
|
+ "2017": [981, 9702],
|
|
|
+ "2018": [833, 11355],
|
|
|
+ "2019": [835, 12317],
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "figure_19": {
|
|
|
+ # In other than stated in the figure, these are KYOTO gases in CO2eq
|
|
|
+ "unit": "GgCO2eq",
|
|
|
+ "entity": "KYOTOGHG (AR4GWP100)",
|
|
|
+ "data": {
|
|
|
+ "category": ["1.A.4.c.i", "1.A.4.c.iii", "1.A.4.c"],
|
|
|
+ "2013": [2692, 5, 2697],
|
|
|
+ "2014": [2804, 5, 2809],
|
|
|
+ "2015": [2977, 6, 2983],
|
|
|
+ "2016": [3035, 6, 3040],
|
|
|
+ "2017": [2903, 6, 2909],
|
|
|
+ "2018": [3496, 6, 3502],
|
|
|
+ "2019": [3446, 6, 3452],
|
|
|
+ },
|
|
|
+ },
|
|
|
+ "figure_20": {
|
|
|
+ "unit": "GgCO2eq",
|
|
|
+ "entity": "CH4",
|
|
|
+ "data": {
|
|
|
+ "category": ["1.B.2.b.iii.4", "1.B.2.b.iii.5", "1.B.2.b.iii"],
|
|
|
+ "2013": [896, 8440, 9336],
|
|
|
+ "2014": [896, 8440, 9336],
|
|
|
+ "2015": [896, 8440, 9336],
|
|
|
+ "2016": [896, 8440, 9336],
|
|
|
+ "2017": [896, 6429, 7325],
|
|
|
+ "2018": [896, 6429, 7325],
|
|
|
+ "2019": [896, 4289, 5185],
|
|
|
+ },
|
|
|
+ "unit_conversion": {"new_unit": "Gg", "conversion_factor": 25},
|
|
|
+ },
|
|
|
+}
|
|
|
+
|
|
|
+# correct values that are obviously wrong in the tables
|
|
|
+values_to_correct = [
|
|
|
+ # the sum of 1.A sub-categories does not match the value of 1.A
|
|
|
+ ("1.A", "CH4", "2014", 110),
|
|
|
+ ("1.A", "CO2", "2014", 77373),
|
|
|
+ ("1", "N2O", "2014", 3.8),
|
|
|
+ # For the sum for CO2 in category 3 they forgot to add 3.B
|
|
|
+ ("3", "CO2", "2013", 8140),
|
|
|
+ ("3", "CO2", "2014", 8923),
|
|
|
+ ("3", "CO2", "2015", 9791),
|
|
|
+ ("3", "CO2", "2016", 10518),
|
|
|
+ ("3", "CO2", "2017", 11359),
|
|
|
+ ("3", "CO2", "2018", 11993),
|
|
|
+ ("3", "CO2", "2019", 12640),
|
|
|
+]
|
|
|
+
|
|
|
+country_processing_step1 = {
|
|
|
+ "tolerance": 0.01,
|
|
|
+ "aggregate_cats": {
|
|
|
+ "3.A": {"sources": ["3.A.1", "3.A.2"]},
|
|
|
+ "M.3.C.AG": { # "Aggregate sources and non-CO2 emissions sources on land (Agriculture)"
|
|
|
+ "sources": [
|
|
|
+ "3.C.3",
|
|
|
+ "3.C.4",
|
|
|
+ "3.C.5",
|
|
|
+ "3.C.7",
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "3.C": {"sources": ["3.C.3", "3.C.4", "3.C.5", "3.C.7"]},
|
|
|
+ "M.AG.ELV": {
|
|
|
+ "sources": ["M.3.C.AG", "M.3.D.AG"],
|
|
|
+ },
|
|
|
+ "M.AG": {"sources": ["3.A", "M.AG.ELV"]}, # agriculture
|
|
|
+ "M.LULUCF": {"sources": ["3.B", "M.3.D.LU"]},
|
|
|
+ "M.0.EL": {
|
|
|
+ "sources": ["1", "2", "M.AG", "4"],
|
|
|
+ },
|
|
|
+ "1.B": {"sources": ["1.B.2"]},
|
|
|
+ "4.D": {"sources": ["4.D.1", "4.D.2"]},
|
|
|
+ "1": {"sources": ["1.A", "1.B"]}, # consistency check energy
|
|
|
+ "2": {"sources": ["2.A", "2.B", "2.C", "2.D", "2.F"]}, # consistency check IPPU
|
|
|
+ "3": {"sources": ["M.AG", "M.LULUCF"]}, # consistency check AFOLU
|
|
|
+ "4": {"sources": ["4.A", "4.D"]}, # consistency check waste
|
|
|
+ # check if typed numbers add up to the total of 1.A.2 from the main table
|
|
|
+ "1.A.2": {
|
|
|
+ "sources": [
|
|
|
+ "1.A.2.a",
|
|
|
+ "1.A.2.b",
|
|
|
+ "1.A.2.c",
|
|
|
+ "1.A.2.d",
|
|
|
+ "1.A.2.e",
|
|
|
+ "1.A.2.f",
|
|
|
+ "1.A.2.g",
|
|
|
+ "1.A.2.h",
|
|
|
+ "1.A.2.i",
|
|
|
+ "1.A.2.j",
|
|
|
+ "1.A.2.k",
|
|
|
+ "1.A.2.l",
|
|
|
+ "1.A.2.m",
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ # check if typed numbers add up to the total of 1.A.3 from the main table
|
|
|
+ "1.A.3": {
|
|
|
+ "sources": [
|
|
|
+ "1.A.3.a.ii",
|
|
|
+ "1.A.3.b.i.2",
|
|
|
+ "1.A.3.b.ii.2",
|
|
|
+ "1.A.3.b.iii",
|
|
|
+ "1.A.3.b.iv",
|
|
|
+ "1.A.3.c",
|
|
|
+ "1.A.3.d.ii",
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ # check if the typed numbers add up to the total of 1.A.4.c in the same table
|
|
|
+ "1.A.4.c": {"sources": ["1.A.4.c.i", "1.A.4.c.iii"]},
|
|
|
+ # check if typed numbers add up to the total of 1.A.4 from the main table
|
|
|
+ "1.A.4": {"sources": ["1.A.4.a", "1.A.4.b", "1.A.4.c"]},
|
|
|
+ # check if the typed numbers add up to the total of 1.A.4.c in the same table
|
|
|
+ "1.B.2.b.iii": {"sources": ["1.B.2.b.iii.4", "1.B.2.b.iii.5"]},
|
|
|
+ # consistency check for 1.B.2
|
|
|
+ "1.B.2": {"sources": ["1.B.2.b.iii"]},
|
|
|
+ },
|
|
|
+ # We don't have HFCs and PFCs in the report, hence basket_copy is not relevant
|
|
|
+ # "basket_copy": {
|
|
|
+ # "GWPs_to_add": ["SARGWP100", "AR5GWP100", "AR6GWP100"],
|
|
|
+ # # "entities": ["HFCS", "PFCS"],
|
|
|
+ # "source_GWP": gwp_to_use,
|
|
|
+ # },
|
|
|
+}
|
|
|
+
|
|
|
+# Note on downscaling: Data are always available for the same years: 2013-2019,
|
|
|
+# so temporal downscaling does not makes sense here.
|
|
|
+# TODO: Perhaps entity, category downscaling can be done?
|
|
|
+
|
|
|
+gas_baskets = {
|
|
|
+ "KYOTOGHG (SARGWP100)": ["CO2", "CH4", "N2O"],
|
|
|
+ "KYOTOGHG (AR4GWP100)": ["CO2", "CH4", "N2O"],
|
|
|
+ "KYOTOGHG (AR5GWP100)": ["CO2", "CH4", "N2O"],
|
|
|
+ "KYOTOGHG (AR6GWP100)": ["CO2", "CH4", "N2O"],
|
|
|
+}
|
crdanielbusch