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@@ -1,4 +1,3 @@
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-import climate_categories as cc
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import primap2 as pm2
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from src.faostat_data_primap.helper.paths import (
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@@ -128,589 +127,590 @@ def test_read_2023():
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)
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-def test_yaml_to_python():
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- cat = cc.from_yaml("FAO.yaml")
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- cat.to_python("FAO.py")
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-
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-
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-def test_python_to_yaml():
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- from FAO import spec
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-
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- cat = cc.from_spec(spec)
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- assert cat
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-
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-
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-def test_fao_categorisation(): # noqa: PLR0912 PLR0915
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- spec = {
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- "name": "FAOSTAT",
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- "title": (
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- "Food and Agriculture Organization of the United Nations (FAO) "
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- "FAOSTAT data set categorisation"
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- ),
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- "comment": "Needed to add FAOSTAT data to PRIMAP-hist",
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- "references": "",
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- "institution": "FAO",
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- "hierarchical": True,
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- "last_update": "2024-12-10",
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- "version": "2024",
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- "total_sum": True,
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- "canonical_top_level_category": "0",
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- }
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-
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- categories = {}
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-
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- # 0. main categories
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- categories["0"] = {
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- "title": "Total",
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- "comment": "All emissions and removals",
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- "children": [["1", "2", "3", "4", "5", "6", "7"]],
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- }
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- children_1 = ["1.A", "1.B"]
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- children_2 = ["2.A", "2.B", "2.C", "2.D", "2.E"]
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- children_3 = [f"3.{i}" for i in "ABCDEFGHIJKLMNOPQR"]
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-
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- main_categories = (
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- # category code, name and comment, gases, children
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- ("1", "Crops", ["CH4", "N2O"], children_1),
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- (
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- "2",
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- "Energy use in agriculture",
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- ["CH4", "N2O", "CO2"],
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- children_2,
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- ),
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- ("3", "Livestock", ["CH4", "N2O"], children_3),
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- # ("4", "Forest", ["CO2"], children_4),
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- # (
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- # "5",
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- # "Drained organic soils",
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- # ["N2O", "CO2"],
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- # children_5,
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- # ),
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- # ("6", "Fires", ["CH4", "N2O", "CO2"], children_6),
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- # (
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- # "7",
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- # "Pre and post agricultural production",
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- # ["CH4", "N2O", "CO2"],
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- # children_7,
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- # ),
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- )
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- for code, name, gases, children in main_categories:
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- categories[code] = {
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- "title": name,
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- "comment": name,
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- # "alternative_codes": code.replace(".", ""),
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- "children": [children],
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- "info": {"gases": gases},
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- }
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-
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- # 1. crops
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- # all crops category
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- code_all_crops = "1.A"
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- codes_crops = [f"1.A.{i}" for i in [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]]
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- categories[code_all_crops] = {
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- "title": "All crops",
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- "comment": "All crops",
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- # "alternative_codes": code_all_crops.replace(".", ""),
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- "children": [codes_crops],
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- "info": {"gases": ["CH4", "N2O"]},
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- }
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-
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- crops = [
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- "Wheat",
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- "Rice",
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- "Potatoes",
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- "Millet",
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- "Barley",
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- "Maize (corn)",
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- "Sugar cane",
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- "Beans, dry",
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- "Oats",
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- "Rye",
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- "Sorghum",
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- "Soya beans",
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- ]
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-
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- crop_burnings = [
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- True,
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- True,
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- False,
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- False,
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- False,
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- True,
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- True,
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- False,
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- False,
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- False,
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- False,
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- False,
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- ]
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- rice_cultivations = [
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- False,
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- True,
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- False,
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- False,
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- False,
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- False,
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- False,
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- False,
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- False,
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- False,
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- False,
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- False,
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- ]
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-
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- for crop, code, crop_burning, rice_cultivation in zip(
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- crops, codes_crops, crop_burnings, rice_cultivations
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- ):
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- # all crops have at least N2O emissions
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- gases_main = "N2O"
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-
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- if crop_burning or rice_cultivation:
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- gases_main = ["CH4", "N2O"]
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-
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- # all crops have at least crop residues as child
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- children_main = [f"{code}.a"]
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-
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- if crop_burning:
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- children_main.append(f"{code}.b")
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-
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- if rice_cultivation:
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- children_main.append(f"{code}.c")
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-
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- categories[f"{code}"] = {
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- "title": f"{crop}",
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- "comment": f"{crop}",
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- # "alternative_codes": [f"{code}".replace(".", "")],
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- "info": {"gases": gases_main},
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- "children": [children_main],
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- }
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-
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- # crop residues (every crop has it)
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- categories[f"{code}.a.i"] = {
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- "title": f"{crop} crop residues direct emissions",
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- "comment": f"{crop} crop residues direct emissions",
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- # "alternative_codes": [f"{code}.a".replace(".", "")],
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- "info": {"gases": ["N2O"]},
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- }
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-
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- categories[f"{code}.a.ii"] = {
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- "title": f"{crop} crop residues indirect emissions",
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- "comment": f"{crop} crop residues indirect emissions",
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- # "alternative_codes": [f"{code}.a.i".replace(".", "")],
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- "info": {"gases": ["N2O"]},
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- }
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-
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- categories[f"{code}.a"] = {
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- "title": f"{crop} crop residues",
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- "comment": f"{crop} crop residues",
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- # "alternative_codes": [f"{code}.a".replace(".", "")],
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- "info": {"gases": ["N2O"]},
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- "children": [[f"{code}.a.ii", f"{code}.a.i"]],
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- }
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-
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- if crop_burning:
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- categories[f"{code}.b"] = {
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- "title": f"{crop} burning crop residues",
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- "comment": f"{crop} burning crop residues",
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- # "alternative_codes": [f"{code}.b".replace(".", "")],
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- "info": {"gases": ["CH4", "N2O"]},
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- }
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- if rice_cultivation:
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- categories[f"{code}.c"] = {
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- "title": "Rice cultivation",
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- "comment": "Rice cultivation",
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- # "alternative_codes": [f"{code}.c".replace(".", "")],
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- "info": {"gases": ["CH4"]},
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- }
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-
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- # synthetic fertilisers
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- codes_synthetic_fertilisers = ["1.B", "1.B.1", "1.B.2", "1.B.2.a", "1.B.2.b"]
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- names = [
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- "Synthetic fertilisers",
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- "Direct emissions",
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- "Indirect emissions",
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- "Indirect emissions that volatilise",
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- "Indirect emissions that leach",
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- ]
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- children_cats = [["1.B.1", "1.B.2"], None, ["1.B.2.a", "1.B.2.b"], None, None]
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-
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- for code, name, child_cat in zip(codes_synthetic_fertilisers, names, children_cats):
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- categories[code] = {
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- "title": name,
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- "comment": name,
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- # "alternative_codes": [code.replace(".", "")],
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- "info": {"gases": ["N2O"]},
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- }
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- if child_cat:
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- categories[code]["children"] = [child_cat]
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-
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- # 2. energy use
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- names = [
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- "Natural gas",
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- "Electricity",
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- "Coal",
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- "Heat",
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- "Petroleum",
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- ]
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- codes = children_2
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- for name, code in zip(names, codes):
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- categories[code] = {
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- "title": name,
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- "comment": name,
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- # "alternative_codes": code.replace(".", ""),
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- "info": {"gases": ["CH4", "N2O", "CO2"]},
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- }
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-
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- # 3 livestock
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- animals = [
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- "Asses",
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- "Camels",
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- "Cattle, dairy",
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- "Cattle, non-dairy",
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- "Chickens, broilers",
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- "Chickens, layers",
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- "Goats",
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- "Horses",
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- "Mules and hinnies",
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- "Sheep",
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- "Llamas",
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- "Chickens",
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- "Poultry Birds",
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- "Buffalo",
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- "Ducks",
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- "Swine, breeding",
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- "Swine, market",
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- "Turkeys",
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- ]
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-
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- codes_animals = [f"3.{i}" for i in "ABCDEFGHIJKLMNOPQR"]
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-
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- enteric_fermentation = [
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- "Asses",
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- "Camels",
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- "Cattle, dairy",
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- "Cattle, non-dairy",
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- "Goats",
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- "Horses",
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- "Sheep",
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- "Mules and hinnies",
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- "Buffalo",
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- "Swine, breeding",
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- "Swine, market",
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- "Llamas",
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- ]
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-
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- for animal, code in zip(animals, codes_animals):
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- if animal in enteric_fermentation:
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- gases = ["CH4"]
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- animal_children = [f"{code}.{i}" for i in "1234"]
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- categories[f"{code}.4"] = {
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- "title": f"{animal} enteric fermentation",
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- "comment": f"{animal} enteric fermentation",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": gases},
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- }
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- else:
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- gases = ["N2O"]
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- animal_children = [f"{code}.{i}" for i in "123"]
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-
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- categories[code] = {
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- "title": animal,
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- "comment": animal,
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": gases},
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- "children": [animal_children],
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- }
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-
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- # manure management branch
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- manure_management_children = [f"{code}.1.{i}" for i in "abc"]
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- categories[f"{code}.1"] = {
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- "title": f"{animal} manure management",
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- "comment": f"{animal} manure management",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": gases},
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- "children": [manure_management_children],
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- }
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-
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- categories[f"{code}.1.a"] = {
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- "title": f"{animal} decomposition of organic matter",
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- "comment": f"{animal} decomposition of organic matter",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "CH4"},
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- }
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-
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- categories[f"{code}.1.b"] = {
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- "title": f"{animal} manure management (Direct emissions N2O)",
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- "comment": f"{animal} manure management (Direct emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- categories[f"{code}.1.c"] = {
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- "title": f"{animal} manure management (Indirect emissions N2O)",
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- "comment": f"{animal} manure management (Indirect emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- # manure left on pasture branch
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- manure_left_on_pasture_children = [f"{code}.2.{i}" for i in "ab"]
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- categories[f"{code}.2"] = {
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- "title": f"{animal} manure left on pasture",
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- "comment": f"{animal} manure left on pasture",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- "children": [manure_left_on_pasture_children],
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- }
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-
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- categories[f"{code}.2.a"] = {
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- "title": f"{animal} manure left on pasture (direct emissions N2O)",
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- "comment": f"{animal} manure left on pasture (direct emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- categories[f"{code}.2.b"] = {
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- "title": f"{animal} manure left on pasture (indirect emissions N2O)",
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- "comment": f"{animal} manure left on pasture (indirect emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- "children": [[f"{code}.2.b.i", f"{code}.2.b.ii"]],
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- }
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-
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- categories[f"{code}.2.b.i"] = {
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- "title": (
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- f"{animal} manure left on pasture "
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- f"(indirect emissions, N2O that leaches)"
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- ),
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- "comment": (
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- f"{animal} manure left on pasture (indirect "
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- f"emissions, N2O that leaches)"
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- ),
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- categories[f"{code}.2.b.ii"] = {
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- "title": (
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- f"{animal} manure left on pasture "
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- f"(indirect emissions, N2O that volatilises)"
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- ),
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- "comment": (
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- f"{animal} manure left on pasture (indirect "
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- f"emissions, N2O that volatilises)"
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- ),
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- # manure applied branch
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-
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- manure_applied_children = [f"{code}.3.{i}" for i in "ab"]
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- categories[f"{code}.3"] = {
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- "title": f"{animal} manure applied",
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- "comment": f"{animal} manure applied",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- "children": [manure_applied_children],
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- }
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-
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- categories[f"{code}.3.a"] = {
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- "title": f"{animal} manure applied (direct emissions N2O)",
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- "comment": f"{animal} manure applied (direct emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- }
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-
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- categories[f"{code}.3.b"] = {
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- "title": f"{animal} manure applied (indirect emissions N2O)",
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- "comment": f"{animal} manure applied (indirect emissions N2O)",
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- # "alternative_codes" : code.replace(".", ""),
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- "info": {"gases": "N2O"},
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- "children": [[f"{code}.3.b.i", f"{code}.3.b.ii"]],
|
|
|
- }
|
|
|
-
|
|
|
- categories[f"{code}.3.b.i"] = {
|
|
|
- "title": (
|
|
|
- f"{animal} manure applied " f"(indirect emissions, N2O that leaches)"
|
|
|
- ),
|
|
|
- "comment": (
|
|
|
- f"{animal} manure applied (indirect " f"emissions, N2O that leaches)"
|
|
|
- ),
|
|
|
- # "alternative_codes" : code.replace(".", ""),
|
|
|
- "info": {"gases": "N2O"},
|
|
|
- }
|
|
|
-
|
|
|
- categories[f"{code}.3.b.ii"] = {
|
|
|
- "title": (
|
|
|
- f"{animal} manure applied "
|
|
|
- f"(indirect emissions, N2O that volatilises)"
|
|
|
- ),
|
|
|
- "comment": (
|
|
|
- f"{animal} manure applied (indirect "
|
|
|
- f"emissions, N2O that volatilises)"
|
|
|
- ),
|
|
|
- # "alternative_codes" : code.replace(".", ""),
|
|
|
- "info": {"gases": "N2O"},
|
|
|
- }
|
|
|
-
|
|
|
- # forests
|
|
|
- categories["4"] = {
|
|
|
- "title": "Carbon stock change in forests",
|
|
|
- "comment": "Carbon stock change in forests",
|
|
|
- "info": {"gases": "CO2"},
|
|
|
- "children": [["4.A", "4.B"]],
|
|
|
- }
|
|
|
-
|
|
|
- categories["4.A"] = {
|
|
|
- "title": "Forest land",
|
|
|
- "comment": "Forest land",
|
|
|
- "info": {"gases": "CO2"},
|
|
|
- }
|
|
|
-
|
|
|
- categories["4.B"] = {
|
|
|
- "title": "Net Forest conversion",
|
|
|
- "comment": "Net Forest conversion",
|
|
|
- "info": {"gases": "CO2"},
|
|
|
- }
|
|
|
-
|
|
|
- # drained organic soils
|
|
|
- categories["5"] = {
|
|
|
- "title": "Drained organic soils",
|
|
|
- "comment": "Drained organic soils",
|
|
|
- "info": {"gases": "CO2"},
|
|
|
- "children": [["5.A", "5.B"]],
|
|
|
- }
|
|
|
-
|
|
|
- categories["5.A"] = {
|
|
|
- "title": "Drained grassland",
|
|
|
- "comment": "Drained grassland",
|
|
|
- "info": {"gases": ["CO2", "N2O"]},
|
|
|
- }
|
|
|
-
|
|
|
- categories["5.B"] = {
|
|
|
- "title": "Drained cropland",
|
|
|
- "comment": "Drained cropland",
|
|
|
- "info": {"gases": ["CO2", "N2O"]},
|
|
|
- }
|
|
|
-
|
|
|
- # 6 Fires
|
|
|
- # Forest fires
|
|
|
- forest_fires_children = ["Humid tropical forests", "Other forests"]
|
|
|
- forest_fires_children_codes = ["6.A.1", "6.A.2"]
|
|
|
- for cat_name, code in zip(forest_fires_children, forest_fires_children_codes):
|
|
|
- categories[code] = {
|
|
|
- "title": cat_name,
|
|
|
- "comment": cat_name,
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- }
|
|
|
- categories["6.A"] = {
|
|
|
- "title": "Forest fires",
|
|
|
- "comment": "Forest fires",
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- "children": [forest_fires_children_codes],
|
|
|
- }
|
|
|
-
|
|
|
- # Savanna fires
|
|
|
- savanna_fires_children = [
|
|
|
- "Closed shrubland",
|
|
|
- "Grassland",
|
|
|
- "Open shrubland",
|
|
|
- "Savanna",
|
|
|
- "Woody savanna",
|
|
|
- ]
|
|
|
- savanna_fires_children_codes = ["6.B.1", "6.B.2", "6.B.3", "6.B.4", "6.B.5"]
|
|
|
- for cat_name, code in zip(savanna_fires_children, savanna_fires_children_codes):
|
|
|
- categories[code] = {
|
|
|
- "title": cat_name,
|
|
|
- "comment": cat_name,
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- }
|
|
|
- categories["6.B"] = {
|
|
|
- "title": "Savanna fires",
|
|
|
- "comment": "Savanna fires",
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- "children": [savanna_fires_children_codes],
|
|
|
- }
|
|
|
-
|
|
|
- # fires in organic soils
|
|
|
- categories["6.C"] = {
|
|
|
- "title": "Fires in organic soils",
|
|
|
- "comment": "Fires in organic soils",
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- }
|
|
|
-
|
|
|
- # 6 fires
|
|
|
- categories["6"] = {
|
|
|
- "title": "Fires",
|
|
|
- "comment": "Fires",
|
|
|
- "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
- "children": [["6.A", "6.B", "6.C"]],
|
|
|
- }
|
|
|
-
|
|
|
- # 7 pre and post production
|
|
|
- pre_post_production_categories = [
|
|
|
- "Fertilizers Manufacturing",
|
|
|
- "Food Transport",
|
|
|
- "Food Retail",
|
|
|
- "Food Household Consumption",
|
|
|
- "Solid Food Waste",
|
|
|
- "Domestic Wastewater",
|
|
|
- "Industrial Wastewater",
|
|
|
- "Incineration",
|
|
|
- "Pre- and Post- Production",
|
|
|
- "Energy Use (Pre- and Post-Production)",
|
|
|
- "Agrifood Systems Waste Disposal",
|
|
|
- "Cold Chain F-Gas",
|
|
|
- "Pesticides Manufacturing",
|
|
|
- "Food Processing",
|
|
|
- "Food Packaging",
|
|
|
- ]
|
|
|
- pre_post_production_categories_codes = ["7." + i for i in "ABCDEFGHIJKLMNO"]
|
|
|
- pre_post_production_categories_gases = [
|
|
|
- ["CO2", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
- ["KYOTOGHG (AR5GWP100)", "CH4"],
|
|
|
- ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"],
|
|
|
- ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"],
|
|
|
- ["CO2", "KYOTOGHG (AR5GWP100)"], # incineration
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
- ["FGASES (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
- ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
- ]
|
|
|
- for cat_name, code, gases in zip(
|
|
|
- pre_post_production_categories,
|
|
|
- pre_post_production_categories_codes,
|
|
|
- pre_post_production_categories_gases,
|
|
|
- ):
|
|
|
- categories[code] = {
|
|
|
- "title": cat_name,
|
|
|
- "comment": cat_name,
|
|
|
- "info": {"gases": gases},
|
|
|
- }
|
|
|
- categories["7"] = {
|
|
|
- "title": "Pre and post agricultural production",
|
|
|
- "comment": "Pre and post agricultural production",
|
|
|
- "info": {
|
|
|
- "gases": [
|
|
|
- "CO2",
|
|
|
- "CH4",
|
|
|
- "N2O",
|
|
|
- "KYOTOGHG (AR5GWP100)",
|
|
|
- "FGASES (AR5GWP100)",
|
|
|
- ],
|
|
|
- },
|
|
|
- "children": [pre_post_production_categories_codes],
|
|
|
- }
|
|
|
+#
|
|
|
+# def test_yaml_to_python():
|
|
|
+# cat = cc.from_yaml("FAO.yaml")
|
|
|
+# cat.to_python("FAO.py")
|
|
|
+#
|
|
|
+#
|
|
|
+# def test_python_to_yaml():
|
|
|
+# from FAO import spec
|
|
|
+#
|
|
|
+# cat = cc.from_spec(spec)
|
|
|
+# assert cat
|
|
|
|
|
|
- spec["categories"] = categories
|
|
|
- fao_cats = cc.HierarchicalCategorization.from_spec(spec.copy())
|
|
|
- # run print(fao_cats.show_as_tree())
|
|
|
- fao_cats.to_python("FAO.py")
|
|
|
- fao_cats.to_yaml("FAO.yaml")
|
|
|
+#
|
|
|
+# def test_fao_categorisation():
|
|
|
+# spec = {
|
|
|
+# "name": "FAOSTAT",
|
|
|
+# "title": (
|
|
|
+# "Food and Agriculture Organization of the United Nations (FAO) "
|
|
|
+# "FAOSTAT data set categorisation"
|
|
|
+# ),
|
|
|
+# "comment": "Needed to add FAOSTAT data to PRIMAP-hist",
|
|
|
+# "references": "",
|
|
|
+# "institution": "FAO",
|
|
|
+# "hierarchical": True,
|
|
|
+# "last_update": "2024-12-10",
|
|
|
+# "version": "2024",
|
|
|
+# "total_sum": True,
|
|
|
+# "canonical_top_level_category": "0",
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories = {}
|
|
|
+#
|
|
|
+# # 0. main categories
|
|
|
+# categories["0"] = {
|
|
|
+# "title": "Total",
|
|
|
+# "comment": "All emissions and removals",
|
|
|
+# "children": [["1", "2", "3", "4", "5", "6", "7"]],
|
|
|
+# }
|
|
|
+# children_1 = ["1.A", "1.B"]
|
|
|
+# children_2 = ["2.A", "2.B", "2.C", "2.D", "2.E"]
|
|
|
+# children_3 = [f"3.{i}" for i in "ABCDEFGHIJKLMNOPQR"]
|
|
|
+#
|
|
|
+# main_categories = (
|
|
|
+# # category code, name and comment, gases, children
|
|
|
+# ("1", "Crops", ["CH4", "N2O"], children_1),
|
|
|
+# (
|
|
|
+# "2",
|
|
|
+# "Energy use in agriculture",
|
|
|
+# ["CH4", "N2O", "CO2"],
|
|
|
+# children_2,
|
|
|
+# ),
|
|
|
+# ("3", "Livestock", ["CH4", "N2O"], children_3),
|
|
|
+# # ("4", "Forest", ["CO2"], children_4),
|
|
|
+# # (
|
|
|
+# # "5",
|
|
|
+# # "Drained organic soils",
|
|
|
+# # ["N2O", "CO2"],
|
|
|
+# # children_5,
|
|
|
+# # ),
|
|
|
+# # ("6", "Fires", ["CH4", "N2O", "CO2"], children_6),
|
|
|
+# # (
|
|
|
+# # "7",
|
|
|
+# # "Pre and post agricultural production",
|
|
|
+# # ["CH4", "N2O", "CO2"],
|
|
|
+# # children_7,
|
|
|
+# # ),
|
|
|
+# )
|
|
|
+# for code, name, gases, children in main_categories:
|
|
|
+# categories[code] = {
|
|
|
+# "title": name,
|
|
|
+# "comment": name,
|
|
|
+# # "alternative_codes": code.replace(".", ""),
|
|
|
+# "children": [children],
|
|
|
+# "info": {"gases": gases},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # 1. crops
|
|
|
+# # all crops category
|
|
|
+# code_all_crops = "1.A"
|
|
|
+# codes_crops = [f"1.A.{i}" for i in [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]]
|
|
|
+# categories[code_all_crops] = {
|
|
|
+# "title": "All crops",
|
|
|
+# "comment": "All crops",
|
|
|
+# # "alternative_codes": code_all_crops.replace(".", ""),
|
|
|
+# "children": [codes_crops],
|
|
|
+# "info": {"gases": ["CH4", "N2O"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# crops = [
|
|
|
+# "Wheat",
|
|
|
+# "Rice",
|
|
|
+# "Potatoes",
|
|
|
+# "Millet",
|
|
|
+# "Barley",
|
|
|
+# "Maize (corn)",
|
|
|
+# "Sugar cane",
|
|
|
+# "Beans, dry",
|
|
|
+# "Oats",
|
|
|
+# "Rye",
|
|
|
+# "Sorghum",
|
|
|
+# "Soya beans",
|
|
|
+# ]
|
|
|
+#
|
|
|
+# crop_burnings = [
|
|
|
+# True,
|
|
|
+# True,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# True,
|
|
|
+# True,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# ]
|
|
|
+# rice_cultivations = [
|
|
|
+# False,
|
|
|
+# True,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# False,
|
|
|
+# ]
|
|
|
+#
|
|
|
+# for crop, code, crop_burning, rice_cultivation in zip(
|
|
|
+# crops, codes_crops, crop_burnings, rice_cultivations
|
|
|
+# ):
|
|
|
+# # all crops have at least N2O emissions
|
|
|
+# gases_main = "N2O"
|
|
|
+#
|
|
|
+# if crop_burning or rice_cultivation:
|
|
|
+# gases_main = ["CH4", "N2O"]
|
|
|
+#
|
|
|
+# # all crops have at least crop residues as child
|
|
|
+# children_main = [f"{code}.a"]
|
|
|
+#
|
|
|
+# if crop_burning:
|
|
|
+# children_main.append(f"{code}.b")
|
|
|
+#
|
|
|
+# if rice_cultivation:
|
|
|
+# children_main.append(f"{code}.c")
|
|
|
+#
|
|
|
+# categories[f"{code}"] = {
|
|
|
+# "title": f"{crop}",
|
|
|
+# "comment": f"{crop}",
|
|
|
+# # "alternative_codes": [f"{code}".replace(".", "")],
|
|
|
+# "info": {"gases": gases_main},
|
|
|
+# "children": [children_main],
|
|
|
+# }
|
|
|
+#
|
|
|
+# # crop residues (every crop has it)
|
|
|
+# categories[f"{code}.a.i"] = {
|
|
|
+# "title": f"{crop} crop residues direct emissions",
|
|
|
+# "comment": f"{crop} crop residues direct emissions",
|
|
|
+# # "alternative_codes": [f"{code}.a".replace(".", "")],
|
|
|
+# "info": {"gases": ["N2O"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.a.ii"] = {
|
|
|
+# "title": f"{crop} crop residues indirect emissions",
|
|
|
+# "comment": f"{crop} crop residues indirect emissions",
|
|
|
+# # "alternative_codes": [f"{code}.a.i".replace(".", "")],
|
|
|
+# "info": {"gases": ["N2O"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.a"] = {
|
|
|
+# "title": f"{crop} crop residues",
|
|
|
+# "comment": f"{crop} crop residues",
|
|
|
+# # "alternative_codes": [f"{code}.a".replace(".", "")],
|
|
|
+# "info": {"gases": ["N2O"]},
|
|
|
+# "children": [[f"{code}.a.ii", f"{code}.a.i"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# if crop_burning:
|
|
|
+# categories[f"{code}.b"] = {
|
|
|
+# "title": f"{crop} burning crop residues",
|
|
|
+# "comment": f"{crop} burning crop residues",
|
|
|
+# # "alternative_codes": [f"{code}.b".replace(".", "")],
|
|
|
+# "info": {"gases": ["CH4", "N2O"]},
|
|
|
+# }
|
|
|
+# if rice_cultivation:
|
|
|
+# categories[f"{code}.c"] = {
|
|
|
+# "title": "Rice cultivation",
|
|
|
+# "comment": "Rice cultivation",
|
|
|
+# # "alternative_codes": [f"{code}.c".replace(".", "")],
|
|
|
+# "info": {"gases": ["CH4"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # synthetic fertilisers
|
|
|
+# codes_synthetic_fertilisers = ["1.B", "1.B.1", "1.B.2", "1.B.2.a", "1.B.2.b"]
|
|
|
+# names = [
|
|
|
+# "Synthetic fertilisers",
|
|
|
+# "Direct emissions",
|
|
|
+# "Indirect emissions",
|
|
|
+# "Indirect emissions that volatilise",
|
|
|
+# "Indirect emissions that leach",
|
|
|
+# ]
|
|
|
+# children_cats = [["1.B.1", "1.B.2"], None, ["1.B.2.a", "1.B.2.b"], None, None]
|
|
|
+#
|
|
|
+# for code, name, child_cat in zip(codes_synthetic_fertilisers, names, children_cats):
|
|
|
+# categories[code] = {
|
|
|
+# "title": name,
|
|
|
+# "comment": name,
|
|
|
+# # "alternative_codes": [code.replace(".", "")],
|
|
|
+# "info": {"gases": ["N2O"]},
|
|
|
+# }
|
|
|
+# if child_cat:
|
|
|
+# categories[code]["children"] = [child_cat]
|
|
|
+#
|
|
|
+# # 2. energy use
|
|
|
+# names = [
|
|
|
+# "Natural gas",
|
|
|
+# "Electricity",
|
|
|
+# "Coal",
|
|
|
+# "Heat",
|
|
|
+# "Petroleum",
|
|
|
+# ]
|
|
|
+# codes = children_2
|
|
|
+# for name, code in zip(names, codes):
|
|
|
+# categories[code] = {
|
|
|
+# "title": name,
|
|
|
+# "comment": name,
|
|
|
+# # "alternative_codes": code.replace(".", ""),
|
|
|
+# "info": {"gases": ["CH4", "N2O", "CO2"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # 3 livestock
|
|
|
+# animals = [
|
|
|
+# "Asses",
|
|
|
+# "Camels",
|
|
|
+# "Cattle, dairy",
|
|
|
+# "Cattle, non-dairy",
|
|
|
+# "Chickens, broilers",
|
|
|
+# "Chickens, layers",
|
|
|
+# "Goats",
|
|
|
+# "Horses",
|
|
|
+# "Mules and hinnies",
|
|
|
+# "Sheep",
|
|
|
+# "Llamas",
|
|
|
+# "Chickens",
|
|
|
+# "Poultry Birds",
|
|
|
+# "Buffalo",
|
|
|
+# "Ducks",
|
|
|
+# "Swine, breeding",
|
|
|
+# "Swine, market",
|
|
|
+# "Turkeys",
|
|
|
+# ]
|
|
|
+#
|
|
|
+# codes_animals = [f"3.{i}" for i in "ABCDEFGHIJKLMNOPQR"]
|
|
|
+#
|
|
|
+# enteric_fermentation = [
|
|
|
+# "Asses",
|
|
|
+# "Camels",
|
|
|
+# "Cattle, dairy",
|
|
|
+# "Cattle, non-dairy",
|
|
|
+# "Goats",
|
|
|
+# "Horses",
|
|
|
+# "Sheep",
|
|
|
+# "Mules and hinnies",
|
|
|
+# "Buffalo",
|
|
|
+# "Swine, breeding",
|
|
|
+# "Swine, market",
|
|
|
+# "Llamas",
|
|
|
+# ]
|
|
|
+#
|
|
|
+# for animal, code in zip(animals, codes_animals):
|
|
|
+# if animal in enteric_fermentation:
|
|
|
+# gases = ["CH4"]
|
|
|
+# animal_children = [f"{code}.{i}" for i in "1234"]
|
|
|
+# categories[f"{code}.4"] = {
|
|
|
+# "title": f"{animal} enteric fermentation",
|
|
|
+# "comment": f"{animal} enteric fermentation",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": gases},
|
|
|
+# }
|
|
|
+# else:
|
|
|
+# gases = ["N2O"]
|
|
|
+# animal_children = [f"{code}.{i}" for i in "123"]
|
|
|
+#
|
|
|
+# categories[code] = {
|
|
|
+# "title": animal,
|
|
|
+# "comment": animal,
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": gases},
|
|
|
+# "children": [animal_children],
|
|
|
+# }
|
|
|
+#
|
|
|
+# # manure management branch
|
|
|
+# manure_management_children = [f"{code}.1.{i}" for i in "abc"]
|
|
|
+# categories[f"{code}.1"] = {
|
|
|
+# "title": f"{animal} manure management",
|
|
|
+# "comment": f"{animal} manure management",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": gases},
|
|
|
+# "children": [manure_management_children],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.1.a"] = {
|
|
|
+# "title": f"{animal} decomposition of organic matter",
|
|
|
+# "comment": f"{animal} decomposition of organic matter",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "CH4"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.1.b"] = {
|
|
|
+# "title": f"{animal} manure management (Direct emissions N2O)",
|
|
|
+# "comment": f"{animal} manure management (Direct emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.1.c"] = {
|
|
|
+# "title": f"{animal} manure management (Indirect emissions N2O)",
|
|
|
+# "comment": f"{animal} manure management (Indirect emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # manure left on pasture branch
|
|
|
+# manure_left_on_pasture_children = [f"{code}.2.{i}" for i in "ab"]
|
|
|
+# categories[f"{code}.2"] = {
|
|
|
+# "title": f"{animal} manure left on pasture",
|
|
|
+# "comment": f"{animal} manure left on pasture",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# "children": [manure_left_on_pasture_children],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.2.a"] = {
|
|
|
+# "title": f"{animal} manure left on pasture (direct emissions N2O)",
|
|
|
+# "comment": f"{animal} manure left on pasture (direct emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.2.b"] = {
|
|
|
+# "title": f"{animal} manure left on pasture (indirect emissions N2O)",
|
|
|
+# "comment": f"{animal} manure left on pasture (indirect emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# "children": [[f"{code}.2.b.i", f"{code}.2.b.ii"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.2.b.i"] = {
|
|
|
+# "title": (
|
|
|
+# f"{animal} manure left on pasture "
|
|
|
+# f"(indirect emissions, N2O that leaches)"
|
|
|
+# ),
|
|
|
+# "comment": (
|
|
|
+# f"{animal} manure left on pasture (indirect "
|
|
|
+# f"emissions, N2O that leaches)"
|
|
|
+# ),
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.2.b.ii"] = {
|
|
|
+# "title": (
|
|
|
+# f"{animal} manure left on pasture "
|
|
|
+# f"(indirect emissions, N2O that volatilises)"
|
|
|
+# ),
|
|
|
+# "comment": (
|
|
|
+# f"{animal} manure left on pasture (indirect "
|
|
|
+# f"emissions, N2O that volatilises)"
|
|
|
+# ),
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # manure applied branch
|
|
|
+#
|
|
|
+# manure_applied_children = [f"{code}.3.{i}" for i in "ab"]
|
|
|
+# categories[f"{code}.3"] = {
|
|
|
+# "title": f"{animal} manure applied",
|
|
|
+# "comment": f"{animal} manure applied",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# "children": [manure_applied_children],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.3.a"] = {
|
|
|
+# "title": f"{animal} manure applied (direct emissions N2O)",
|
|
|
+# "comment": f"{animal} manure applied (direct emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.3.b"] = {
|
|
|
+# "title": f"{animal} manure applied (indirect emissions N2O)",
|
|
|
+# "comment": f"{animal} manure applied (indirect emissions N2O)",
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# "children": [[f"{code}.3.b.i", f"{code}.3.b.ii"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.3.b.i"] = {
|
|
|
+# "title": (
|
|
|
+# f"{animal} manure applied " f"(indirect emissions, N2O that leaches)"
|
|
|
+# ),
|
|
|
+# "comment": (
|
|
|
+# f"{animal} manure applied (indirect " f"emissions, N2O that leaches)"
|
|
|
+# ),
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories[f"{code}.3.b.ii"] = {
|
|
|
+# "title": (
|
|
|
+# f"{animal} manure applied "
|
|
|
+# f"(indirect emissions, N2O that volatilises)"
|
|
|
+# ),
|
|
|
+# "comment": (
|
|
|
+# f"{animal} manure applied (indirect "
|
|
|
+# f"emissions, N2O that volatilises)"
|
|
|
+# ),
|
|
|
+# # "alternative_codes" : code.replace(".", ""),
|
|
|
+# "info": {"gases": "N2O"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # forests
|
|
|
+# categories["4"] = {
|
|
|
+# "title": "Carbon stock change in forests",
|
|
|
+# "comment": "Carbon stock change in forests",
|
|
|
+# "info": {"gases": "CO2"},
|
|
|
+# "children": [["4.A", "4.B"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories["4.A"] = {
|
|
|
+# "title": "Forest land",
|
|
|
+# "comment": "Forest land",
|
|
|
+# "info": {"gases": "CO2"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories["4.B"] = {
|
|
|
+# "title": "Net Forest conversion",
|
|
|
+# "comment": "Net Forest conversion",
|
|
|
+# "info": {"gases": "CO2"},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # drained organic soils
|
|
|
+# categories["5"] = {
|
|
|
+# "title": "Drained organic soils",
|
|
|
+# "comment": "Drained organic soils",
|
|
|
+# "info": {"gases": "CO2"},
|
|
|
+# "children": [["5.A", "5.B"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories["5.A"] = {
|
|
|
+# "title": "Drained grassland",
|
|
|
+# "comment": "Drained grassland",
|
|
|
+# "info": {"gases": ["CO2", "N2O"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# categories["5.B"] = {
|
|
|
+# "title": "Drained cropland",
|
|
|
+# "comment": "Drained cropland",
|
|
|
+# "info": {"gases": ["CO2", "N2O"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # 6 Fires
|
|
|
+# # Forest fires
|
|
|
+# forest_fires_children = ["Humid tropical forests", "Other forests"]
|
|
|
+# forest_fires_children_codes = ["6.A.1", "6.A.2"]
|
|
|
+# for cat_name, code in zip(forest_fires_children, forest_fires_children_codes):
|
|
|
+# categories[code] = {
|
|
|
+# "title": cat_name,
|
|
|
+# "comment": cat_name,
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# }
|
|
|
+# categories["6.A"] = {
|
|
|
+# "title": "Forest fires",
|
|
|
+# "comment": "Forest fires",
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# "children": [forest_fires_children_codes],
|
|
|
+# }
|
|
|
+#
|
|
|
+# # Savanna fires
|
|
|
+# savanna_fires_children = [
|
|
|
+# "Closed shrubland",
|
|
|
+# "Grassland",
|
|
|
+# "Open shrubland",
|
|
|
+# "Savanna",
|
|
|
+# "Woody savanna",
|
|
|
+# ]
|
|
|
+# savanna_fires_children_codes = ["6.B.1", "6.B.2", "6.B.3", "6.B.4", "6.B.5"]
|
|
|
+# for cat_name, code in zip(savanna_fires_children, savanna_fires_children_codes):
|
|
|
+# categories[code] = {
|
|
|
+# "title": cat_name,
|
|
|
+# "comment": cat_name,
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# }
|
|
|
+# categories["6.B"] = {
|
|
|
+# "title": "Savanna fires",
|
|
|
+# "comment": "Savanna fires",
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# "children": [savanna_fires_children_codes],
|
|
|
+# }
|
|
|
+#
|
|
|
+# # fires in organic soils
|
|
|
+# categories["6.C"] = {
|
|
|
+# "title": "Fires in organic soils",
|
|
|
+# "comment": "Fires in organic soils",
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# }
|
|
|
+#
|
|
|
+# # 6 fires
|
|
|
+# categories["6"] = {
|
|
|
+# "title": "Fires",
|
|
|
+# "comment": "Fires",
|
|
|
+# "info": {"gases": ["CO2", "N2O", "CH4"]},
|
|
|
+# "children": [["6.A", "6.B", "6.C"]],
|
|
|
+# }
|
|
|
+#
|
|
|
+# # 7 pre and post production
|
|
|
+# pre_post_production_categories = [
|
|
|
+# "Fertilizers Manufacturing",
|
|
|
+# "Food Transport",
|
|
|
+# "Food Retail",
|
|
|
+# "Food Household Consumption",
|
|
|
+# "Solid Food Waste",
|
|
|
+# "Domestic Wastewater",
|
|
|
+# "Industrial Wastewater",
|
|
|
+# "Incineration",
|
|
|
+# "Pre- and Post- Production",
|
|
|
+# "Energy Use (Pre- and Post-Production)",
|
|
|
+# "Agrifood Systems Waste Disposal",
|
|
|
+# "Cold Chain F-Gas",
|
|
|
+# "Pesticides Manufacturing",
|
|
|
+# "Food Processing",
|
|
|
+# "Food Packaging",
|
|
|
+# ]
|
|
|
+# pre_post_production_categories_codes = ["7." + i for i in "ABCDEFGHIJKLMNO"]
|
|
|
+# pre_post_production_categories_gases = [
|
|
|
+# ["CO2", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
+# ["KYOTOGHG (AR5GWP100)", "CH4"],
|
|
|
+# ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"],
|
|
|
+# ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"],
|
|
|
+# ["CO2", "KYOTOGHG (AR5GWP100)"], # incineration
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
+# ["FGASES (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)", "FGASES (AR5GWP100)"],
|
|
|
+# ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"],
|
|
|
+# ]
|
|
|
+# for cat_name, code, gases in zip(
|
|
|
+# pre_post_production_categories,
|
|
|
+# pre_post_production_categories_codes,
|
|
|
+# pre_post_production_categories_gases,
|
|
|
+# ):
|
|
|
+# categories[code] = {
|
|
|
+# "title": cat_name,
|
|
|
+# "comment": cat_name,
|
|
|
+# "info": {"gases": gases},
|
|
|
+# }
|
|
|
+# categories["7"] = {
|
|
|
+# "title": "Pre and post agricultural production",
|
|
|
+# "comment": "Pre and post agricultural production",
|
|
|
+# "info": {
|
|
|
+# "gases": [
|
|
|
+# "CO2",
|
|
|
+# "CH4",
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+# "N2O",
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+# "KYOTOGHG (AR5GWP100)",
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+# "FGASES (AR5GWP100)",
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+# ],
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+# },
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+# "children": [pre_post_production_categories_codes],
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+# }
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+#
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+# spec["categories"] = categories
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+# fao_cats = cc.HierarchicalCategorization.from_spec(spec.copy())
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+# # run print(fao_cats.show_as_tree())
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+# fao_cats.to_python("FAO.py")
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+# fao_cats.to_yaml("FAO.yaml")
|
