extracted_data/v2024-11-14/FAOSTAT_Agrifood_system_emissions_v2024-11-14.nc

@@ -1 +1 @@
-../../.git/annex/objects/g4/30/MD5E-s2671601--fc580db52a3a458fcc18ee148dbb446a.nc/MD5E-s2671601--fc580db52a3a458fcc18ee148dbb446a.nc
+../../.git/annex/objects/47/7x/MD5E-s2671601--f83111ebc5ce1f2271495b1c7a8a8f9d.nc/MD5E-s2671601--f83111ebc5ce1f2271495b1c7a8a8f9d.nc

notebooks/check_processed_dataset.py

@@ -14,6 +14,148 @@
 # ---
 
 # %%
-"""Docstring for ruff"""
+import climate_categories as cc
+import plotly.express as px  # type: ignore
+import plotly.graph_objects as go  # type: ignore
+import primap2 as pm2
+
+from faostat_data_primap.helper.paths import (
+    extracted_data_path,
+)
+
+# import plotly.graph_objects as go  # type: ignore
+
+# %%
+ds_path = (
+    extracted_data_path / "v2024-11-14/FAOSTAT_Agrifood_system_emissions_v2024-11-14.nc"
+)
+ds = pm2.open_dataset(ds_path)
+
+# %%
+ds
+
+# %%
+entity = "CO2"
+filtered = (
+    ds[entity]
+    .pr.loc[
+        {
+            "area (ISO3)": ["DEU"],
+        }
+    ]
+    .squeeze()
+)
+
+# %%
+filtered_pandas = filtered.to_dataframe().reset_index()
+
+# %%
+filtered_pandas
+
+# %%
+fig = px.area(
+    filtered_pandas,
+    x="time",
+    y="CO2",
+    color="category (IPCC2006_PRIMAP)",
+    # title="category split"
+)
+
+fig.update_layout(
+    xaxis=dict(rangeslider=dict(visible=True), type="date"),
+    legend=dict(orientation="h", yanchor="bottom", y=1.02, xanchor="left", x=0),
+    margin=dict(l=0, r=0, t=0, b=0),  # distance to next element
+)
+
+fig.show()
+
+# %%
+filtered_pandas["category (IPCC2006_PRIMAP)"].unique()
+
+# %%
+
+
+# %%
+categories_cc = cc.IPCC2006_PRIMAP
+
+# %%
+fig = go.Figure()
+three_a_cats = [
+    "3.A",
+    "3.A.1",
+    "3.A.1.a",
+    "3.A.1.a.i",
+    "3.A.1.a.ii",
+    "3.A.1.b",
+    "3.A.1.c",
+    "3.A.1.d",
+    "3.A.1.e",
+    "3.A.1.f",
+    "3.A.1.g",
+    "3.A.1.h",
+    "3.A.1.j",
+    "3.A.2",
+    "3.A.2.a",
+    "3.A.2.a.i",
+    "3.A.2.a.ii",
+    "3.A.2.b",
+    "3.A.2.c",
+    "3.A.2.d",
+    "3.A.2.e",
+    "3.A.2.f",
+    "3.A.2.g",
+    "3.A.2.h",
+    "3.A.2.i",
+    "3.A.2.j",
+]
+three_b_cats = ["3.B.1", "3.B.2", "3.B.3"]
+three_c_cats = [
+    "3.C",
+    "3.C.1",
+    "3.C.1.a",
+    "3.C.1.b",
+    "3.C.1.c",
+    "3.C.4",
+    "3.C.5",
+    "3.C.6",
+    "3.C.7",
+]
+for cat in three_c_cats:
+    filtered_pandas_cat = filtered_pandas.loc[
+        filtered_pandas["category (IPCC2006_PRIMAP)"] == cat
+    ]
+
+    fig.add_trace(
+        go.Scatter(
+            x=list(filtered_pandas_cat["time"]),
+            y=list(filtered_pandas_cat[entity]),
+            # mode=mode,
+            marker_symbol="cross",
+            marker_size=10,
+            name=f"{cat} {categories_cc["3.C.1.b"].title}",
+            # line=line_layout,
+            # visible=self.source_scenario_visible[source_scenario],
+            hovertemplate="%{y:.2e} ",
+        )
+    )
+
+fig.update_layout(
+    xaxis=dict(
+        rangeslider=dict(visible=True, thickness=0.05),
+        type="date",
+    ),
+    yaxis=dict(
+        autorange=True,
+    ),
+    legend=dict(orientation="h", yanchor="bottom", y=1.02, xanchor="left", x=0),
+    margin=dict(l=0, r=0, t=0, b=20),  # distance to next element
+    autosize=True,
+    hovermode="x",
+    yaxis_title=str(ds[entity].data.units),
+)
+
+fig.show()
+
+# %%
 
 # %%

poetry.lock

@@ -2636,6 +2636,21 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
+[[package]]
+name = "plotly"
+version = "5.24.1"
+description = "An open-source, interactive data visualization library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "plotly-5.24.1-py3-none-any.whl", hash = "sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089"},
+    {file = "plotly-5.24.1.tar.gz", hash = "sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae"},
+]
+
+[package.dependencies]
+packaging = "*"
+tenacity = ">=6.2.0"
+
 [[package]]
 name = "pluggy"
 version = "1.5.0"
@@ -3855,6 +3870,21 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
+[[package]]
+name = "tenacity"
+version = "9.0.0"
+description = "Retry code until it succeeds"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tenacity-9.0.0-py3-none-any.whl", hash = "sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539"},
+    {file = "tenacity-9.0.0.tar.gz", hash = "sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b"},
+]
+
+[package.extras]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
+
 [[package]]
 name = "terminado"
 version = "0.18.1"
@@ -4302,4 +4332,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "3a51b037f1a4d6133afad6d011b9483b2d69ecb628fd74318969daee12f4e746"
+content-hash = "835fb4c4890416b9e4ed9f7945e379a4027351d8b495c804633a3ed2d230884c"

pyproject.toml

@@ -47,6 +47,7 @@ liccheck = "^0.9.1"
 # Required here so that liccheck will install
 # liccheck's installation isn't setup correctly
 setuptools = "^70.1.1"
+plotly = "^5.24.1"
 
 [build-system]
 requires = ["poetry-core"]

src/faostat_data_primap/helper/FAO_categorisation_temp.py

@@ -0,0 +1,2178 @@
+"""Ruff"""
+# Do not edit this file. It was auto-generated from the
+# corresponding YAML file.
+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": {
+            "title": "Total",
+            "comment": "All emissions and removals",
+            "children": [["1", "2", "3", "4", "5", "6", "7"]],
+        },
+        "1": {
+            "title": "Crops",
+            "comment": "Crops",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [["1.A", "1.B"]],
+        },
+        "2": {
+            "title": "Energy use in agriculture",
+            "comment": "Energy use in agriculture",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+            "children": [["2.A", "2.B", "2.C", "2.D", "2.E"]],
+        },
+        "3": {
+            "title": "Livestock",
+            "comment": "Livestock",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [
+                [
+                    "3.A",
+                    "3.B",
+                    "3.C",
+                    "3.D",
+                    "3.E",
+                    "3.F",
+                    "3.G",
+                    "3.H",
+                    "3.I",
+                    "3.J",
+                    "3.K",
+                    "3.L",
+                    "3.M",
+                    "3.N",
+                    "3.O",
+                    "3.P",
+                    "3.Q",
+                    "3.R",
+                ]
+            ],
+        },
+        "1.A": {
+            "title": "All crops",
+            "comment": "All crops",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [
+                [
+                    "1.A.1",
+                    "1.A.10",
+                    "1.A.11",
+                    "1.A.12",
+                    "1.A.2",
+                    "1.A.3",
+                    "1.A.4",
+                    "1.A.5",
+                    "1.A.6",
+                    "1.A.7",
+                    "1.A.8",
+                    "1.A.9",
+                ]
+            ],
+        },
+        "1.A.1": {
+            "title": "Wheat",
+            "comment": "Wheat",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [["1.A.1.a", "1.A.1.b"]],
+        },
+        "1.A.1.a.i": {
+            "title": "Wheat crop residues direct emissions",
+            "comment": "Wheat crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.1.a.ii": {
+            "title": "Wheat crop residues indirect emissions",
+            "comment": "Wheat crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.1.a": {
+            "title": "Wheat crop residues",
+            "comment": "Wheat crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.1.a.i", "1.A.1.a.ii"]],
+        },
+        "1.A.1.b": {
+            "title": "Wheat burning crop residues",
+            "comment": "Wheat burning crop residues",
+            "info": {"gases": ["CH4", "N2O"]},
+        },
+        "1.A.2": {
+            "title": "Rice",
+            "comment": "Rice",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [["1.A.2.a", "1.A.2.b", "1.A.2.c"]],
+        },
+        "1.A.2.a.i": {
+            "title": "Rice crop residues direct emissions",
+            "comment": "Rice crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.2.a.ii": {
+            "title": "Rice crop residues indirect emissions",
+            "comment": "Rice crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.2.a": {
+            "title": "Rice crop residues",
+            "comment": "Rice crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.2.a.i", "1.A.2.a.ii"]],
+        },
+        "1.A.2.b": {
+            "title": "Rice burning crop residues",
+            "comment": "Rice burning crop residues",
+            "info": {"gases": ["CH4", "N2O"]},
+        },
+        "1.A.2.c": {
+            "title": "Rice cultivation",
+            "comment": "Rice cultivation",
+            "info": {"gases": ["CH4"]},
+        },
+        "1.A.3": {
+            "title": "Potatoes",
+            "comment": "Potatoes",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.3.a"]],
+        },
+        "1.A.3.a.i": {
+            "title": "Potatoes crop residues direct emissions",
+            "comment": "Potatoes crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.3.a.ii": {
+            "title": "Potatoes crop residues indirect emissions",
+            "comment": "Potatoes crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.3.a": {
+            "title": "Potatoes crop residues",
+            "comment": "Potatoes crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.3.a.i", "1.A.3.a.ii"]],
+        },
+        "1.A.4": {
+            "title": "Millet",
+            "comment": "Millet",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.4.a"]],
+        },
+        "1.A.4.a.i": {
+            "title": "Millet crop residues direct emissions",
+            "comment": "Millet crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.4.a.ii": {
+            "title": "Millet crop residues indirect emissions",
+            "comment": "Millet crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.4.a": {
+            "title": "Millet crop residues",
+            "comment": "Millet crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.4.a.i", "1.A.4.a.ii"]],
+        },
+        "1.A.5": {
+            "title": "Barley",
+            "comment": "Barley",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.5.a"]],
+        },
+        "1.A.5.a.i": {
+            "title": "Barley crop residues direct emissions",
+            "comment": "Barley crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.5.a.ii": {
+            "title": "Barley crop residues indirect emissions",
+            "comment": "Barley crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.5.a": {
+            "title": "Barley crop residues",
+            "comment": "Barley crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.5.a.i", "1.A.5.a.ii"]],
+        },
+        "1.A.6": {
+            "title": "Maize (corn)",
+            "comment": "Maize (corn)",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [["1.A.6.a", "1.A.6.b"]],
+        },
+        "1.A.6.a.i": {
+            "title": "Maize (corn) crop residues direct emissions",
+            "comment": "Maize (corn) crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.6.a.ii": {
+            "title": "Maize (corn) crop residues indirect emissions",
+            "comment": "Maize (corn) crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.6.a": {
+            "title": "Maize (corn) crop residues",
+            "comment": "Maize (corn) crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.6.a.i", "1.A.6.a.ii"]],
+        },
+        "1.A.6.b": {
+            "title": "Maize (corn) burning crop residues",
+            "comment": "Maize (corn) burning crop residues",
+            "info": {"gases": ["CH4", "N2O"]},
+        },
+        "1.A.7": {
+            "title": "Sugar cane",
+            "comment": "Sugar cane",
+            "info": {"gases": ["CH4", "N2O"]},
+            "children": [["1.A.7.a", "1.A.7.b"]],
+        },
+        "1.A.7.a.i": {
+            "title": "Sugar cane crop residues direct emissions",
+            "comment": "Sugar cane crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.7.a.ii": {
+            "title": "Sugar cane crop residues indirect emissions",
+            "comment": "Sugar cane crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.7.a": {
+            "title": "Sugar cane crop residues",
+            "comment": "Sugar cane crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.7.a.i", "1.A.7.a.ii"]],
+        },
+        "1.A.7.b": {
+            "title": "Sugar cane burning crop residues",
+            "comment": "Sugar cane burning crop residues",
+            "info": {"gases": ["CH4", "N2O"]},
+        },
+        "1.A.8": {
+            "title": "Beans, dry",
+            "comment": "Beans, dry",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.8.a"]],
+        },
+        "1.A.8.a.i": {
+            "title": "Beans, dry crop residues direct emissions",
+            "comment": "Beans, dry crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.8.a.ii": {
+            "title": "Beans, dry crop residues indirect emissions",
+            "comment": "Beans, dry crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.8.a": {
+            "title": "Beans, dry crop residues",
+            "comment": "Beans, dry crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.8.a.i", "1.A.8.a.ii"]],
+        },
+        "1.A.9": {
+            "title": "Oats",
+            "comment": "Oats",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.9.a"]],
+        },
+        "1.A.9.a.i": {
+            "title": "Oats crop residues direct emissions",
+            "comment": "Oats crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.9.a.ii": {
+            "title": "Oats crop residues indirect emissions",
+            "comment": "Oats crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.9.a": {
+            "title": "Oats crop residues",
+            "comment": "Oats crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.9.a.i", "1.A.9.a.ii"]],
+        },
+        "1.A.10": {
+            "title": "Rye",
+            "comment": "Rye",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.10.a"]],
+        },
+        "1.A.10.a.i": {
+            "title": "Rye crop residues direct emissions",
+            "comment": "Rye crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.10.a.ii": {
+            "title": "Rye crop residues indirect emissions",
+            "comment": "Rye crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.10.a": {
+            "title": "Rye crop residues",
+            "comment": "Rye crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.10.a.i", "1.A.10.a.ii"]],
+        },
+        "1.A.11": {
+            "title": "Sorghum",
+            "comment": "Sorghum",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.11.a"]],
+        },
+        "1.A.11.a.i": {
+            "title": "Sorghum crop residues direct emissions",
+            "comment": "Sorghum crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.11.a.ii": {
+            "title": "Sorghum crop residues indirect emissions",
+            "comment": "Sorghum crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.11.a": {
+            "title": "Sorghum crop residues",
+            "comment": "Sorghum crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.11.a.i", "1.A.11.a.ii"]],
+        },
+        "1.A.12": {
+            "title": "Soya beans",
+            "comment": "Soya beans",
+            "info": {"gases": "N2O"},
+            "children": [["1.A.12.a"]],
+        },
+        "1.A.12.a.i": {
+            "title": "Soya beans crop residues direct emissions",
+            "comment": "Soya beans crop residues direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.12.a.ii": {
+            "title": "Soya beans crop residues indirect emissions",
+            "comment": "Soya beans crop residues indirect emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.A.12.a": {
+            "title": "Soya beans crop residues",
+            "comment": "Soya beans crop residues",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.A.12.a.i", "1.A.12.a.ii"]],
+        },
+        "1.B": {
+            "title": "Synthetic fertilisers",
+            "comment": "Synthetic fertilisers",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.B.1", "1.B.2"]],
+        },
+        "1.B.1": {
+            "title": "Direct emissions",
+            "comment": "Direct emissions",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.B.2": {
+            "title": "Indirect emissions",
+            "comment": "Indirect emissions",
+            "info": {"gases": ["N2O"]},
+            "children": [["1.B.2.a", "1.B.2.b"]],
+        },
+        "1.B.2.a": {
+            "title": "Indirect emissions that volatilise",
+            "comment": "Indirect emissions that volatilise",
+            "info": {"gases": ["N2O"]},
+        },
+        "1.B.2.b": {
+            "title": "Indirect emissions that leach",
+            "comment": "Indirect emissions that leach",
+            "info": {"gases": ["N2O"]},
+        },
+        "2.A": {
+            "title": "Natural gas",
+            "comment": "Natural gas",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+        },
+        "2.B": {
+            "title": "Electricity",
+            "comment": "Electricity",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+        },
+        "2.C": {
+            "title": "Coal",
+            "comment": "Coal",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+        },
+        "2.D": {
+            "title": "Heat",
+            "comment": "Heat",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+        },
+        "2.E": {
+            "title": "Petroleum",
+            "comment": "Petroleum",
+            "info": {"gases": ["CH4", "N2O", "CO2"]},
+        },
+        "3.A.4": {
+            "title": "Asses enteric fermentation",
+            "comment": "Asses enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.A": {
+            "title": "Asses",
+            "comment": "Asses",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.A.1", "3.A.2", "3.A.3", "3.A.4"]],
+        },
+        "3.A.1": {
+            "title": "Asses manure management",
+            "comment": "Asses manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.A.1.a", "3.A.1.b", "3.A.1.c"]],
+        },
+        "3.A.1.a": {
+            "title": "Asses decomposition of organic matter",
+            "comment": "Asses decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.A.1.b": {
+            "title": "Asses manure management (Direct emissions N2O)",
+            "comment": "Asses manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.1.c": {
+            "title": "Asses manure management (Indirect emissions N2O)",
+            "comment": "Asses manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.2": {
+            "title": "Asses manure left on pasture",
+            "comment": "Asses manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.A.2.a", "3.A.2.b"]],
+        },
+        "3.A.2.a": {
+            "title": "Asses manure left on pasture (direct emissions N2O)",
+            "comment": "Asses manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.2.b": {
+            "title": "Asses manure left on pasture (indirect emissions N2O)",
+            "comment": "Asses manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.A.2.b.i", "3.A.2.b.ii"]],
+        },
+        "3.A.2.b.i": {
+            "title": "Asses manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Asses manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.2.b.ii": {
+            "title": "Asses manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Asses manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.3": {
+            "title": "Asses manure applied",
+            "comment": "Asses manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.A.3.a", "3.A.3.b"]],
+        },
+        "3.A.3.a": {
+            "title": "Asses manure applied (direct emissions N2O)",
+            "comment": "Asses manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.3.b": {
+            "title": "Asses manure applied (indirect emissions N2O)",
+            "comment": "Asses manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.A.3.b.i", "3.A.3.b.ii"]],
+        },
+        "3.A.3.b.i": {
+            "title": "Asses manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Asses manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.A.3.b.ii": {
+            "title": "Asses manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Asses manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.4": {
+            "title": "Camels enteric fermentation",
+            "comment": "Camels enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.B": {
+            "title": "Camels",
+            "comment": "Camels",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.B.1", "3.B.2", "3.B.3", "3.B.4"]],
+        },
+        "3.B.1": {
+            "title": "Camels manure management",
+            "comment": "Camels manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.B.1.a", "3.B.1.b", "3.B.1.c"]],
+        },
+        "3.B.1.a": {
+            "title": "Camels decomposition of organic matter",
+            "comment": "Camels decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.B.1.b": {
+            "title": "Camels manure management (Direct emissions N2O)",
+            "comment": "Camels manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.1.c": {
+            "title": "Camels manure management (Indirect emissions N2O)",
+            "comment": "Camels manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.2": {
+            "title": "Camels manure left on pasture",
+            "comment": "Camels manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.B.2.a", "3.B.2.b"]],
+        },
+        "3.B.2.a": {
+            "title": "Camels manure left on pasture (direct emissions N2O)",
+            "comment": "Camels manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.2.b": {
+            "title": "Camels manure left on pasture (indirect emissions N2O)",
+            "comment": "Camels manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.B.2.b.i", "3.B.2.b.ii"]],
+        },
+        "3.B.2.b.i": {
+            "title": "Camels manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Camels manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.2.b.ii": {
+            "title": "Camels manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Camels manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.3": {
+            "title": "Camels manure applied",
+            "comment": "Camels manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.B.3.a", "3.B.3.b"]],
+        },
+        "3.B.3.a": {
+            "title": "Camels manure applied (direct emissions N2O)",
+            "comment": "Camels manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.3.b": {
+            "title": "Camels manure applied (indirect emissions N2O)",
+            "comment": "Camels manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.B.3.b.i", "3.B.3.b.ii"]],
+        },
+        "3.B.3.b.i": {
+            "title": "Camels manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Camels manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.B.3.b.ii": {
+            "title": "Camels manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Camels manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.4": {
+            "title": "Cattle, dairy enteric fermentation",
+            "comment": "Cattle, dairy enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.C": {
+            "title": "Cattle, dairy",
+            "comment": "Cattle, dairy",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.C.1", "3.C.2", "3.C.3", "3.C.4"]],
+        },
+        "3.C.1": {
+            "title": "Cattle, dairy manure management",
+            "comment": "Cattle, dairy manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.C.1.a", "3.C.1.b", "3.C.1.c"]],
+        },
+        "3.C.1.a": {
+            "title": "Cattle, dairy decomposition of organic matter",
+            "comment": "Cattle, dairy decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.C.1.b": {
+            "title": "Cattle, dairy manure management (Direct emissions N2O)",
+            "comment": "Cattle, dairy manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.1.c": {
+            "title": "Cattle, dairy manure management (Indirect emissions N2O)",
+            "comment": "Cattle, dairy manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.2": {
+            "title": "Cattle, dairy manure left on pasture",
+            "comment": "Cattle, dairy manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.C.2.a", "3.C.2.b"]],
+        },
+        "3.C.2.a": {
+            "title": "Cattle, dairy manure left on pasture (direct emissions N2O)",
+            "comment": "Cattle, dairy manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.2.b": {
+            "title": "Cattle, dairy manure left on pasture (indirect emissions N2O)",
+            "comment": "Cattle, dairy manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.C.2.b.i", "3.C.2.b.ii"]],
+        },
+        "3.C.2.b.i": {
+            "title": "Cattle, dairy manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Cattle, dairy manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.2.b.ii": {
+            "title": "Cattle, dairy manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Cattle, dairy manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.3": {
+            "title": "Cattle, dairy manure applied",
+            "comment": "Cattle, dairy manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.C.3.a", "3.C.3.b"]],
+        },
+        "3.C.3.a": {
+            "title": "Cattle, dairy manure applied (direct emissions N2O)",
+            "comment": "Cattle, dairy manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.3.b": {
+            "title": "Cattle, dairy manure applied (indirect emissions N2O)",
+            "comment": "Cattle, dairy manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.C.3.b.i", "3.C.3.b.ii"]],
+        },
+        "3.C.3.b.i": {
+            "title": "Cattle, dairy manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Cattle, dairy manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.C.3.b.ii": {
+            "title": "Cattle, dairy manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Cattle, dairy manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.4": {
+            "title": "Cattle, non-dairy enteric fermentation",
+            "comment": "Cattle, non-dairy enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.D": {
+            "title": "Cattle, non-dairy",
+            "comment": "Cattle, non-dairy",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.D.1", "3.D.2", "3.D.3", "3.D.4"]],
+        },
+        "3.D.1": {
+            "title": "Cattle, non-dairy manure management",
+            "comment": "Cattle, non-dairy manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.D.1.a", "3.D.1.b", "3.D.1.c"]],
+        },
+        "3.D.1.a": {
+            "title": "Cattle, non-dairy decomposition of organic matter",
+            "comment": "Cattle, non-dairy decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.D.1.b": {
+            "title": "Cattle, non-dairy manure management (Direct emissions N2O)",
+            "comment": "Cattle, non-dairy manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.1.c": {
+            "title": "Cattle, non-dairy manure management (Indirect emissions N2O)",
+            "comment": "Cattle, non-dairy manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.2": {
+            "title": "Cattle, non-dairy manure left on pasture",
+            "comment": "Cattle, non-dairy manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.D.2.a", "3.D.2.b"]],
+        },
+        "3.D.2.a": {
+            "title": "Cattle, non-dairy manure left on pasture (direct emissions N2O)",
+            "comment": "Cattle, non-dairy manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.2.b": {
+            "title": "Cattle, non-dairy manure left on pasture (indirect emissions N2O)",
+            "comment": "Cattle, non-dairy manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.D.2.b.i", "3.D.2.b.ii"]],
+        },
+        "3.D.2.b.i": {
+            "title": "Cattle, non-dairy manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Cattle, non-dairy manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.2.b.ii": {
+            "title": "Cattle, non-dairy manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Cattle, non-dairy manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.3": {
+            "title": "Cattle, non-dairy manure applied",
+            "comment": "Cattle, non-dairy manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.D.3.a", "3.D.3.b"]],
+        },
+        "3.D.3.a": {
+            "title": "Cattle, non-dairy manure applied (direct emissions N2O)",
+            "comment": "Cattle, non-dairy manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.3.b": {
+            "title": "Cattle, non-dairy manure applied (indirect emissions N2O)",
+            "comment": "Cattle, non-dairy manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.D.3.b.i", "3.D.3.b.ii"]],
+        },
+        "3.D.3.b.i": {
+            "title": "Cattle, non-dairy manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Cattle, non-dairy manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.D.3.b.ii": {
+            "title": "Cattle, non-dairy manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Cattle, non-dairy manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E": {
+            "title": "Chickens, broilers",
+            "comment": "Chickens, broilers",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.E.1", "3.E.2", "3.E.3"]],
+        },
+        "3.E.1": {
+            "title": "Chickens, broilers manure management",
+            "comment": "Chickens, broilers manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.E.1.a", "3.E.1.b", "3.E.1.c"]],
+        },
+        "3.E.1.a": {
+            "title": "Chickens, broilers decomposition of organic matter",
+            "comment": "Chickens, broilers decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.E.1.b": {
+            "title": "Chickens, broilers manure management (Direct emissions N2O)",
+            "comment": "Chickens, broilers manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.1.c": {
+            "title": "Chickens, broilers manure management (Indirect emissions N2O)",
+            "comment": "Chickens, broilers manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.2": {
+            "title": "Chickens, broilers manure left on pasture",
+            "comment": "Chickens, broilers manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.E.2.a", "3.E.2.b"]],
+        },
+        "3.E.2.a": {
+            "title": "Chickens, broilers manure left on pasture (direct emissions N2O)",
+            "comment": "Chickens, broilers manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.2.b": {
+            "title": "Chickens, broilers manure left on pasture (indirect emissions N2O)",
+            "comment": "Chickens, broilers manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.E.2.b.i", "3.E.2.b.ii"]],
+        },
+        "3.E.2.b.i": {
+            "title": "Chickens, broilers manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Chickens, broilers manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.2.b.ii": {
+            "title": "Chickens, broilers manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens, broilers manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.3": {
+            "title": "Chickens, broilers manure applied",
+            "comment": "Chickens, broilers manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.E.3.a", "3.E.3.b"]],
+        },
+        "3.E.3.a": {
+            "title": "Chickens, broilers manure applied (direct emissions N2O)",
+            "comment": "Chickens, broilers manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.3.b": {
+            "title": "Chickens, broilers manure applied (indirect emissions N2O)",
+            "comment": "Chickens, broilers manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.E.3.b.i", "3.E.3.b.ii"]],
+        },
+        "3.E.3.b.i": {
+            "title": "Chickens, broilers manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Chickens, broilers manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.E.3.b.ii": {
+            "title": "Chickens, broilers manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens, broilers manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F": {
+            "title": "Chickens, layers",
+            "comment": "Chickens, layers",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.F.1", "3.F.2", "3.F.3"]],
+        },
+        "3.F.1": {
+            "title": "Chickens, layers manure management",
+            "comment": "Chickens, layers manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.F.1.a", "3.F.1.b", "3.F.1.c"]],
+        },
+        "3.F.1.a": {
+            "title": "Chickens, layers decomposition of organic matter",
+            "comment": "Chickens, layers decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.F.1.b": {
+            "title": "Chickens, layers manure management (Direct emissions N2O)",
+            "comment": "Chickens, layers manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.1.c": {
+            "title": "Chickens, layers manure management (Indirect emissions N2O)",
+            "comment": "Chickens, layers manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.2": {
+            "title": "Chickens, layers manure left on pasture",
+            "comment": "Chickens, layers manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.F.2.a", "3.F.2.b"]],
+        },
+        "3.F.2.a": {
+            "title": "Chickens, layers manure left on pasture (direct emissions N2O)",
+            "comment": "Chickens, layers manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.2.b": {
+            "title": "Chickens, layers manure left on pasture (indirect emissions N2O)",
+            "comment": "Chickens, layers manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.F.2.b.i", "3.F.2.b.ii"]],
+        },
+        "3.F.2.b.i": {
+            "title": "Chickens, layers manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Chickens, layers manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.2.b.ii": {
+            "title": "Chickens, layers manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens, layers manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.3": {
+            "title": "Chickens, layers manure applied",
+            "comment": "Chickens, layers manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.F.3.a", "3.F.3.b"]],
+        },
+        "3.F.3.a": {
+            "title": "Chickens, layers manure applied (direct emissions N2O)",
+            "comment": "Chickens, layers manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.3.b": {
+            "title": "Chickens, layers manure applied (indirect emissions N2O)",
+            "comment": "Chickens, layers manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.F.3.b.i", "3.F.3.b.ii"]],
+        },
+        "3.F.3.b.i": {
+            "title": "Chickens, layers manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Chickens, layers manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.F.3.b.ii": {
+            "title": "Chickens, layers manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens, layers manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.4": {
+            "title": "Goats enteric fermentation",
+            "comment": "Goats enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.G": {
+            "title": "Goats",
+            "comment": "Goats",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.G.1", "3.G.2", "3.G.3", "3.G.4"]],
+        },
+        "3.G.1": {
+            "title": "Goats manure management",
+            "comment": "Goats manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.G.1.a", "3.G.1.b", "3.G.1.c"]],
+        },
+        "3.G.1.a": {
+            "title": "Goats decomposition of organic matter",
+            "comment": "Goats decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.G.1.b": {
+            "title": "Goats manure management (Direct emissions N2O)",
+            "comment": "Goats manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.1.c": {
+            "title": "Goats manure management (Indirect emissions N2O)",
+            "comment": "Goats manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.2": {
+            "title": "Goats manure left on pasture",
+            "comment": "Goats manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.G.2.a", "3.G.2.b"]],
+        },
+        "3.G.2.a": {
+            "title": "Goats manure left on pasture (direct emissions N2O)",
+            "comment": "Goats manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.2.b": {
+            "title": "Goats manure left on pasture (indirect emissions N2O)",
+            "comment": "Goats manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.G.2.b.i", "3.G.2.b.ii"]],
+        },
+        "3.G.2.b.i": {
+            "title": "Goats manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Goats manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.2.b.ii": {
+            "title": "Goats manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Goats manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.3": {
+            "title": "Goats manure applied",
+            "comment": "Goats manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.G.3.a", "3.G.3.b"]],
+        },
+        "3.G.3.a": {
+            "title": "Goats manure applied (direct emissions N2O)",
+            "comment": "Goats manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.3.b": {
+            "title": "Goats manure applied (indirect emissions N2O)",
+            "comment": "Goats manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.G.3.b.i", "3.G.3.b.ii"]],
+        },
+        "3.G.3.b.i": {
+            "title": "Goats manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Goats manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.G.3.b.ii": {
+            "title": "Goats manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Goats manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.4": {
+            "title": "Horses enteric fermentation",
+            "comment": "Horses enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.H": {
+            "title": "Horses",
+            "comment": "Horses",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.H.1", "3.H.2", "3.H.3", "3.H.4"]],
+        },
+        "3.H.1": {
+            "title": "Horses manure management",
+            "comment": "Horses manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.H.1.a", "3.H.1.b", "3.H.1.c"]],
+        },
+        "3.H.1.a": {
+            "title": "Horses decomposition of organic matter",
+            "comment": "Horses decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.H.1.b": {
+            "title": "Horses manure management (Direct emissions N2O)",
+            "comment": "Horses manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.1.c": {
+            "title": "Horses manure management (Indirect emissions N2O)",
+            "comment": "Horses manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.2": {
+            "title": "Horses manure left on pasture",
+            "comment": "Horses manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.H.2.a", "3.H.2.b"]],
+        },
+        "3.H.2.a": {
+            "title": "Horses manure left on pasture (direct emissions N2O)",
+            "comment": "Horses manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.2.b": {
+            "title": "Horses manure left on pasture (indirect emissions N2O)",
+            "comment": "Horses manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.H.2.b.i", "3.H.2.b.ii"]],
+        },
+        "3.H.2.b.i": {
+            "title": "Horses manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Horses manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.2.b.ii": {
+            "title": "Horses manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Horses manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.3": {
+            "title": "Horses manure applied",
+            "comment": "Horses manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.H.3.a", "3.H.3.b"]],
+        },
+        "3.H.3.a": {
+            "title": "Horses manure applied (direct emissions N2O)",
+            "comment": "Horses manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.3.b": {
+            "title": "Horses manure applied (indirect emissions N2O)",
+            "comment": "Horses manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.H.3.b.i", "3.H.3.b.ii"]],
+        },
+        "3.H.3.b.i": {
+            "title": "Horses manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Horses manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.H.3.b.ii": {
+            "title": "Horses manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Horses manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.4": {
+            "title": "Mules and hinnies enteric fermentation",
+            "comment": "Mules and hinnies enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.I": {
+            "title": "Mules and hinnies",
+            "comment": "Mules and hinnies",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.I.1", "3.I.2", "3.I.3", "3.I.4"]],
+        },
+        "3.I.1": {
+            "title": "Mules and hinnies manure management",
+            "comment": "Mules and hinnies manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.I.1.a", "3.I.1.b", "3.I.1.c"]],
+        },
+        "3.I.1.a": {
+            "title": "Mules and hinnies decomposition of organic matter",
+            "comment": "Mules and hinnies decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.I.1.b": {
+            "title": "Mules and hinnies manure management (Direct emissions N2O)",
+            "comment": "Mules and hinnies manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.1.c": {
+            "title": "Mules and hinnies manure management (Indirect emissions N2O)",
+            "comment": "Mules and hinnies manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.2": {
+            "title": "Mules and hinnies manure left on pasture",
+            "comment": "Mules and hinnies manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.I.2.a", "3.I.2.b"]],
+        },
+        "3.I.2.a": {
+            "title": "Mules and hinnies manure left on pasture (direct emissions N2O)",
+            "comment": "Mules and hinnies manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.2.b": {
+            "title": "Mules and hinnies manure left on pasture (indirect emissions N2O)",
+            "comment": "Mules and hinnies manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.I.2.b.i", "3.I.2.b.ii"]],
+        },
+        "3.I.2.b.i": {
+            "title": "Mules and hinnies manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Mules and hinnies manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.2.b.ii": {
+            "title": "Mules and hinnies manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Mules and hinnies manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.3": {
+            "title": "Mules and hinnies manure applied",
+            "comment": "Mules and hinnies manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.I.3.a", "3.I.3.b"]],
+        },
+        "3.I.3.a": {
+            "title": "Mules and hinnies manure applied (direct emissions N2O)",
+            "comment": "Mules and hinnies manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.3.b": {
+            "title": "Mules and hinnies manure applied (indirect emissions N2O)",
+            "comment": "Mules and hinnies manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.I.3.b.i", "3.I.3.b.ii"]],
+        },
+        "3.I.3.b.i": {
+            "title": "Mules and hinnies manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Mules and hinnies manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.I.3.b.ii": {
+            "title": "Mules and hinnies manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Mules and hinnies manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.4": {
+            "title": "Sheep enteric fermentation",
+            "comment": "Sheep enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.J": {
+            "title": "Sheep",
+            "comment": "Sheep",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.J.1", "3.J.2", "3.J.3", "3.J.4"]],
+        },
+        "3.J.1": {
+            "title": "Sheep manure management",
+            "comment": "Sheep manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.J.1.a", "3.J.1.b", "3.J.1.c"]],
+        },
+        "3.J.1.a": {
+            "title": "Sheep decomposition of organic matter",
+            "comment": "Sheep decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.J.1.b": {
+            "title": "Sheep manure management (Direct emissions N2O)",
+            "comment": "Sheep manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.1.c": {
+            "title": "Sheep manure management (Indirect emissions N2O)",
+            "comment": "Sheep manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.2": {
+            "title": "Sheep manure left on pasture",
+            "comment": "Sheep manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.J.2.a", "3.J.2.b"]],
+        },
+        "3.J.2.a": {
+            "title": "Sheep manure left on pasture (direct emissions N2O)",
+            "comment": "Sheep manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.2.b": {
+            "title": "Sheep manure left on pasture (indirect emissions N2O)",
+            "comment": "Sheep manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.J.2.b.i", "3.J.2.b.ii"]],
+        },
+        "3.J.2.b.i": {
+            "title": "Sheep manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Sheep manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.2.b.ii": {
+            "title": "Sheep manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Sheep manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.3": {
+            "title": "Sheep manure applied",
+            "comment": "Sheep manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.J.3.a", "3.J.3.b"]],
+        },
+        "3.J.3.a": {
+            "title": "Sheep manure applied (direct emissions N2O)",
+            "comment": "Sheep manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.3.b": {
+            "title": "Sheep manure applied (indirect emissions N2O)",
+            "comment": "Sheep manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.J.3.b.i", "3.J.3.b.ii"]],
+        },
+        "3.J.3.b.i": {
+            "title": "Sheep manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Sheep manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.J.3.b.ii": {
+            "title": "Sheep manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Sheep manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.4": {
+            "title": "Llamas enteric fermentation",
+            "comment": "Llamas enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.K": {
+            "title": "Llamas",
+            "comment": "Llamas",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.K.1", "3.K.2", "3.K.3", "3.K.4"]],
+        },
+        "3.K.1": {
+            "title": "Llamas manure management",
+            "comment": "Llamas manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.K.1.a", "3.K.1.b", "3.K.1.c"]],
+        },
+        "3.K.1.a": {
+            "title": "Llamas decomposition of organic matter",
+            "comment": "Llamas decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.K.1.b": {
+            "title": "Llamas manure management (Direct emissions N2O)",
+            "comment": "Llamas manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.1.c": {
+            "title": "Llamas manure management (Indirect emissions N2O)",
+            "comment": "Llamas manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.2": {
+            "title": "Llamas manure left on pasture",
+            "comment": "Llamas manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.K.2.a", "3.K.2.b"]],
+        },
+        "3.K.2.a": {
+            "title": "Llamas manure left on pasture (direct emissions N2O)",
+            "comment": "Llamas manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.2.b": {
+            "title": "Llamas manure left on pasture (indirect emissions N2O)",
+            "comment": "Llamas manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.K.2.b.i", "3.K.2.b.ii"]],
+        },
+        "3.K.2.b.i": {
+            "title": "Llamas manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Llamas manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.2.b.ii": {
+            "title": "Llamas manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Llamas manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.3": {
+            "title": "Llamas manure applied",
+            "comment": "Llamas manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.K.3.a", "3.K.3.b"]],
+        },
+        "3.K.3.a": {
+            "title": "Llamas manure applied (direct emissions N2O)",
+            "comment": "Llamas manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.3.b": {
+            "title": "Llamas manure applied (indirect emissions N2O)",
+            "comment": "Llamas manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.K.3.b.i", "3.K.3.b.ii"]],
+        },
+        "3.K.3.b.i": {
+            "title": "Llamas manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Llamas manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.K.3.b.ii": {
+            "title": "Llamas manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Llamas manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L": {
+            "title": "Chickens",
+            "comment": "Chickens",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.L.1", "3.L.2", "3.L.3"]],
+        },
+        "3.L.1": {
+            "title": "Chickens manure management",
+            "comment": "Chickens manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.L.1.a", "3.L.1.b", "3.L.1.c"]],
+        },
+        "3.L.1.a": {
+            "title": "Chickens decomposition of organic matter",
+            "comment": "Chickens decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.L.1.b": {
+            "title": "Chickens manure management (Direct emissions N2O)",
+            "comment": "Chickens manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.1.c": {
+            "title": "Chickens manure management (Indirect emissions N2O)",
+            "comment": "Chickens manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.2": {
+            "title": "Chickens manure left on pasture",
+            "comment": "Chickens manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.L.2.a", "3.L.2.b"]],
+        },
+        "3.L.2.a": {
+            "title": "Chickens manure left on pasture (direct emissions N2O)",
+            "comment": "Chickens manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.2.b": {
+            "title": "Chickens manure left on pasture (indirect emissions N2O)",
+            "comment": "Chickens manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.L.2.b.i", "3.L.2.b.ii"]],
+        },
+        "3.L.2.b.i": {
+            "title": "Chickens manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Chickens manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.2.b.ii": {
+            "title": "Chickens manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.3": {
+            "title": "Chickens manure applied",
+            "comment": "Chickens manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.L.3.a", "3.L.3.b"]],
+        },
+        "3.L.3.a": {
+            "title": "Chickens manure applied (direct emissions N2O)",
+            "comment": "Chickens manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.3.b": {
+            "title": "Chickens manure applied (indirect emissions N2O)",
+            "comment": "Chickens manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.L.3.b.i", "3.L.3.b.ii"]],
+        },
+        "3.L.3.b.i": {
+            "title": "Chickens manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Chickens manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.L.3.b.ii": {
+            "title": "Chickens manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Chickens manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M": {
+            "title": "Poultry Birds",
+            "comment": "Poultry Birds",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.M.1", "3.M.2", "3.M.3"]],
+        },
+        "3.M.1": {
+            "title": "Poultry Birds manure management",
+            "comment": "Poultry Birds manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.M.1.a", "3.M.1.b", "3.M.1.c"]],
+        },
+        "3.M.1.a": {
+            "title": "Poultry Birds decomposition of organic matter",
+            "comment": "Poultry Birds decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.M.1.b": {
+            "title": "Poultry Birds manure management (Direct emissions N2O)",
+            "comment": "Poultry Birds manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.1.c": {
+            "title": "Poultry Birds manure management (Indirect emissions N2O)",
+            "comment": "Poultry Birds manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.2": {
+            "title": "Poultry Birds manure left on pasture",
+            "comment": "Poultry Birds manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.M.2.a", "3.M.2.b"]],
+        },
+        "3.M.2.a": {
+            "title": "Poultry Birds manure left on pasture (direct emissions N2O)",
+            "comment": "Poultry Birds manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.2.b": {
+            "title": "Poultry Birds manure left on pasture (indirect emissions N2O)",
+            "comment": "Poultry Birds manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.M.2.b.i", "3.M.2.b.ii"]],
+        },
+        "3.M.2.b.i": {
+            "title": "Poultry Birds manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Poultry Birds manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.2.b.ii": {
+            "title": "Poultry Birds manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Poultry Birds manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.3": {
+            "title": "Poultry Birds manure applied",
+            "comment": "Poultry Birds manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.M.3.a", "3.M.3.b"]],
+        },
+        "3.M.3.a": {
+            "title": "Poultry Birds manure applied (direct emissions N2O)",
+            "comment": "Poultry Birds manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.3.b": {
+            "title": "Poultry Birds manure applied (indirect emissions N2O)",
+            "comment": "Poultry Birds manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.M.3.b.i", "3.M.3.b.ii"]],
+        },
+        "3.M.3.b.i": {
+            "title": "Poultry Birds manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Poultry Birds manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.M.3.b.ii": {
+            "title": "Poultry Birds manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Poultry Birds manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.4": {
+            "title": "Buffalo enteric fermentation",
+            "comment": "Buffalo enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.N": {
+            "title": "Buffalo",
+            "comment": "Buffalo",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.N.1", "3.N.2", "3.N.3", "3.N.4"]],
+        },
+        "3.N.1": {
+            "title": "Buffalo manure management",
+            "comment": "Buffalo manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.N.1.a", "3.N.1.b", "3.N.1.c"]],
+        },
+        "3.N.1.a": {
+            "title": "Buffalo decomposition of organic matter",
+            "comment": "Buffalo decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.N.1.b": {
+            "title": "Buffalo manure management (Direct emissions N2O)",
+            "comment": "Buffalo manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.1.c": {
+            "title": "Buffalo manure management (Indirect emissions N2O)",
+            "comment": "Buffalo manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.2": {
+            "title": "Buffalo manure left on pasture",
+            "comment": "Buffalo manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.N.2.a", "3.N.2.b"]],
+        },
+        "3.N.2.a": {
+            "title": "Buffalo manure left on pasture (direct emissions N2O)",
+            "comment": "Buffalo manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.2.b": {
+            "title": "Buffalo manure left on pasture (indirect emissions N2O)",
+            "comment": "Buffalo manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.N.2.b.i", "3.N.2.b.ii"]],
+        },
+        "3.N.2.b.i": {
+            "title": "Buffalo manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Buffalo manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.2.b.ii": {
+            "title": "Buffalo manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Buffalo manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.3": {
+            "title": "Buffalo manure applied",
+            "comment": "Buffalo manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.N.3.a", "3.N.3.b"]],
+        },
+        "3.N.3.a": {
+            "title": "Buffalo manure applied (direct emissions N2O)",
+            "comment": "Buffalo manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.3.b": {
+            "title": "Buffalo manure applied (indirect emissions N2O)",
+            "comment": "Buffalo manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.N.3.b.i", "3.N.3.b.ii"]],
+        },
+        "3.N.3.b.i": {
+            "title": "Buffalo manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Buffalo manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.N.3.b.ii": {
+            "title": "Buffalo manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Buffalo manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O": {
+            "title": "Ducks",
+            "comment": "Ducks",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.O.1", "3.O.2", "3.O.3"]],
+        },
+        "3.O.1": {
+            "title": "Ducks manure management",
+            "comment": "Ducks manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.O.1.a", "3.O.1.b", "3.O.1.c"]],
+        },
+        "3.O.1.a": {
+            "title": "Ducks decomposition of organic matter",
+            "comment": "Ducks decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.O.1.b": {
+            "title": "Ducks manure management (Direct emissions N2O)",
+            "comment": "Ducks manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.1.c": {
+            "title": "Ducks manure management (Indirect emissions N2O)",
+            "comment": "Ducks manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.2": {
+            "title": "Ducks manure left on pasture",
+            "comment": "Ducks manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.O.2.a", "3.O.2.b"]],
+        },
+        "3.O.2.a": {
+            "title": "Ducks manure left on pasture (direct emissions N2O)",
+            "comment": "Ducks manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.2.b": {
+            "title": "Ducks manure left on pasture (indirect emissions N2O)",
+            "comment": "Ducks manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.O.2.b.i", "3.O.2.b.ii"]],
+        },
+        "3.O.2.b.i": {
+            "title": "Ducks manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Ducks manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.2.b.ii": {
+            "title": "Ducks manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Ducks manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.3": {
+            "title": "Ducks manure applied",
+            "comment": "Ducks manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.O.3.a", "3.O.3.b"]],
+        },
+        "3.O.3.a": {
+            "title": "Ducks manure applied (direct emissions N2O)",
+            "comment": "Ducks manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.3.b": {
+            "title": "Ducks manure applied (indirect emissions N2O)",
+            "comment": "Ducks manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.O.3.b.i", "3.O.3.b.ii"]],
+        },
+        "3.O.3.b.i": {
+            "title": "Ducks manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Ducks manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.O.3.b.ii": {
+            "title": "Ducks manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Ducks manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.4": {
+            "title": "Swine, breeding enteric fermentation",
+            "comment": "Swine, breeding enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.P": {
+            "title": "Swine, breeding",
+            "comment": "Swine, breeding",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.P.1", "3.P.2", "3.P.3", "3.P.4"]],
+        },
+        "3.P.1": {
+            "title": "Swine, breeding manure management",
+            "comment": "Swine, breeding manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.P.1.a", "3.P.1.b", "3.P.1.c"]],
+        },
+        "3.P.1.a": {
+            "title": "Swine, breeding decomposition of organic matter",
+            "comment": "Swine, breeding decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.P.1.b": {
+            "title": "Swine, breeding manure management (Direct emissions N2O)",
+            "comment": "Swine, breeding manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.1.c": {
+            "title": "Swine, breeding manure management (Indirect emissions N2O)",
+            "comment": "Swine, breeding manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.2": {
+            "title": "Swine, breeding manure left on pasture",
+            "comment": "Swine, breeding manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.P.2.a", "3.P.2.b"]],
+        },
+        "3.P.2.a": {
+            "title": "Swine, breeding manure left on pasture (direct emissions N2O)",
+            "comment": "Swine, breeding manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.2.b": {
+            "title": "Swine, breeding manure left on pasture (indirect emissions N2O)",
+            "comment": "Swine, breeding manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.P.2.b.i", "3.P.2.b.ii"]],
+        },
+        "3.P.2.b.i": {
+            "title": "Swine, breeding manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Swine, breeding manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.2.b.ii": {
+            "title": "Swine, breeding manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Swine, breeding manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.3": {
+            "title": "Swine, breeding manure applied",
+            "comment": "Swine, breeding manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.P.3.a", "3.P.3.b"]],
+        },
+        "3.P.3.a": {
+            "title": "Swine, breeding manure applied (direct emissions N2O)",
+            "comment": "Swine, breeding manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.3.b": {
+            "title": "Swine, breeding manure applied (indirect emissions N2O)",
+            "comment": "Swine, breeding manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.P.3.b.i", "3.P.3.b.ii"]],
+        },
+        "3.P.3.b.i": {
+            "title": "Swine, breeding manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Swine, breeding manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.P.3.b.ii": {
+            "title": "Swine, breeding manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Swine, breeding manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.4": {
+            "title": "Swine, market enteric fermentation",
+            "comment": "Swine, market enteric fermentation",
+            "info": {"gases": ["CH4"]},
+        },
+        "3.Q": {
+            "title": "Swine, market",
+            "comment": "Swine, market",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.Q.1", "3.Q.2", "3.Q.3", "3.Q.4"]],
+        },
+        "3.Q.1": {
+            "title": "Swine, market manure management",
+            "comment": "Swine, market manure management",
+            "info": {"gases": ["CH4"]},
+            "children": [["3.Q.1.a", "3.Q.1.b", "3.Q.1.c"]],
+        },
+        "3.Q.1.a": {
+            "title": "Swine, market decomposition of organic matter",
+            "comment": "Swine, market decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.Q.1.b": {
+            "title": "Swine, market manure management (Direct emissions N2O)",
+            "comment": "Swine, market manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.1.c": {
+            "title": "Swine, market manure management (Indirect emissions N2O)",
+            "comment": "Swine, market manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.2": {
+            "title": "Swine, market manure left on pasture",
+            "comment": "Swine, market manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.Q.2.a", "3.Q.2.b"]],
+        },
+        "3.Q.2.a": {
+            "title": "Swine, market manure left on pasture (direct emissions N2O)",
+            "comment": "Swine, market manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.2.b": {
+            "title": "Swine, market manure left on pasture (indirect emissions N2O)",
+            "comment": "Swine, market manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.Q.2.b.i", "3.Q.2.b.ii"]],
+        },
+        "3.Q.2.b.i": {
+            "title": "Swine, market manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Swine, market manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.2.b.ii": {
+            "title": "Swine, market manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Swine, market manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.3": {
+            "title": "Swine, market manure applied",
+            "comment": "Swine, market manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.Q.3.a", "3.Q.3.b"]],
+        },
+        "3.Q.3.a": {
+            "title": "Swine, market manure applied (direct emissions N2O)",
+            "comment": "Swine, market manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.3.b": {
+            "title": "Swine, market manure applied (indirect emissions N2O)",
+            "comment": "Swine, market manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.Q.3.b.i", "3.Q.3.b.ii"]],
+        },
+        "3.Q.3.b.i": {
+            "title": "Swine, market manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Swine, market manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.Q.3.b.ii": {
+            "title": "Swine, market manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Swine, market manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R": {
+            "title": "Turkeys",
+            "comment": "Turkeys",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.R.1", "3.R.2", "3.R.3"]],
+        },
+        "3.R.1": {
+            "title": "Turkeys manure management",
+            "comment": "Turkeys manure management",
+            "info": {"gases": ["N2O"]},
+            "children": [["3.R.1.a", "3.R.1.b", "3.R.1.c"]],
+        },
+        "3.R.1.a": {
+            "title": "Turkeys decomposition of organic matter",
+            "comment": "Turkeys decomposition of organic matter",
+            "info": {"gases": "CH4"},
+        },
+        "3.R.1.b": {
+            "title": "Turkeys manure management (Direct emissions N2O)",
+            "comment": "Turkeys manure management (Direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.1.c": {
+            "title": "Turkeys manure management (Indirect emissions N2O)",
+            "comment": "Turkeys manure management (Indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.2": {
+            "title": "Turkeys manure left on pasture",
+            "comment": "Turkeys manure left on pasture",
+            "info": {"gases": "N2O"},
+            "children": [["3.R.2.a", "3.R.2.b"]],
+        },
+        "3.R.2.a": {
+            "title": "Turkeys manure left on pasture (direct emissions N2O)",
+            "comment": "Turkeys manure left on pasture (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.2.b": {
+            "title": "Turkeys manure left on pasture (indirect emissions N2O)",
+            "comment": "Turkeys manure left on pasture (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.R.2.b.i", "3.R.2.b.ii"]],
+        },
+        "3.R.2.b.i": {
+            "title": "Turkeys manure left on pasture (indirect emissions, N2O that leaches)",
+            "comment": "Turkeys manure left on pasture (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.2.b.ii": {
+            "title": "Turkeys manure left on pasture (indirect emissions, N2O that volatilises)",
+            "comment": "Turkeys manure left on pasture (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.3": {
+            "title": "Turkeys manure applied",
+            "comment": "Turkeys manure applied",
+            "info": {"gases": "N2O"},
+            "children": [["3.R.3.a", "3.R.3.b"]],
+        },
+        "3.R.3.a": {
+            "title": "Turkeys manure applied (direct emissions N2O)",
+            "comment": "Turkeys manure applied (direct emissions N2O)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.3.b": {
+            "title": "Turkeys manure applied (indirect emissions N2O)",
+            "comment": "Turkeys manure applied (indirect emissions N2O)",
+            "info": {"gases": "N2O"},
+            "children": [["3.R.3.b.i", "3.R.3.b.ii"]],
+        },
+        "3.R.3.b.i": {
+            "title": "Turkeys manure applied (indirect emissions, N2O that leaches)",
+            "comment": "Turkeys manure applied (indirect emissions, N2O that leaches)",
+            "info": {"gases": "N2O"},
+        },
+        "3.R.3.b.ii": {
+            "title": "Turkeys manure applied (indirect emissions, N2O that volatilises)",
+            "comment": "Turkeys manure applied (indirect emissions, N2O that volatilises)",
+            "info": {"gases": "N2O"},
+        },
+        "4": {
+            "title": "Carbon stock change in forests",
+            "comment": "Carbon stock change in forests",
+            "info": {"gases": "CO2"},
+            "children": [["4.A", "4.B"]],
+        },
+        "4.A": {
+            "title": "Forest land",
+            "comment": "Forest land",
+            "info": {"gases": "CO2"},
+        },
+        "4.B": {
+            "title": "Net Forest conversion",
+            "comment": "Net Forest conversion",
+            "info": {"gases": "CO2"},
+        },
+        "5": {
+            "title": "Drained organic soils",
+            "comment": "Drained organic soils",
+            "info": {"gases": "CO2"},
+            "children": [["5.A", "5.B"]],
+        },
+        "5.A": {
+            "title": "Drained grassland",
+            "comment": "Drained grassland",
+            "info": {"gases": ["CO2", "N2O"]},
+        },
+        "5.B": {
+            "title": "Drained cropland",
+            "comment": "Drained cropland",
+            "info": {"gases": ["CO2", "N2O"]},
+        },
+        "6.A.1": {
+            "title": "Humid tropical forests",
+            "comment": "Humid tropical forests",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.A.2": {
+            "title": "Other forests",
+            "comment": "Other forests",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.A": {
+            "title": "Forest fires",
+            "comment": "Forest fires",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+            "children": [["6.A.1", "6.A.2"]],
+        },
+        "6.B.1": {
+            "title": "Closed shrubland",
+            "comment": "Closed shrubland",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.B.2": {
+            "title": "Grassland",
+            "comment": "Grassland",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.B.3": {
+            "title": "Open shrubland",
+            "comment": "Open shrubland",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.B.4": {
+            "title": "Savanna",
+            "comment": "Savanna",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.B.5": {
+            "title": "Woody savanna",
+            "comment": "Woody savanna",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6.B": {
+            "title": "Savanna fires",
+            "comment": "Savanna fires",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+            "children": [["6.B.1", "6.B.2", "6.B.3", "6.B.4", "6.B.5"]],
+        },
+        "6.C": {
+            "title": "Fires in organic soils",
+            "comment": "Fires in organic soils",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+        },
+        "6": {
+            "title": "Fires",
+            "comment": "Fires",
+            "info": {"gases": ["CO2", "N2O", "CH4"]},
+            "children": [["6.A", "6.B", "6.C"]],
+        },
+        "7.A": {
+            "title": "Fertilizers Manufacturing",
+            "comment": "Fertilizers Manufacturing",
+            "info": {"gases": ["CO2", "N2O", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7.B": {
+            "title": "Food Transport",
+            "comment": "Food Transport",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+        },
+        "7.C": {
+            "title": "Food Retail",
+            "comment": "Food Retail",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+        },
+        "7.D": {
+            "title": "Food Household Consumption",
+            "comment": "Food Household Consumption",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+        },
+        "7.E": {
+            "title": "Solid Food Waste",
+            "comment": "Solid Food Waste",
+            "info": {"gases": ["KYOTOGHG (AR5GWP100)", "CH4"]},
+        },
+        "7.F": {
+            "title": "Domestic Wastewater",
+            "comment": "Domestic Wastewater",
+            "info": {"gases": ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"]},
+        },
+        "7.G": {
+            "title": "Industrial Wastewater",
+            "comment": "Industrial Wastewater",
+            "info": {"gases": ["KYOTOGHG (AR5GWP100)", "CH4", "N2O"]},
+        },
+        "7.H": {
+            "title": "Incineration",
+            "comment": "Incineration",
+            "info": {"gases": ["CO2", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7.I": {
+            "title": "Pre- and Post- Production",
+            "comment": "Pre- and Post- Production",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+        },
+        "7.J": {
+            "title": "Energy Use (Pre- and Post-Production)",
+            "comment": "Energy Use (Pre- and Post-Production)",
+            "info": {"gases": ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7.K": {
+            "title": "Agrifood Systems Waste Disposal",
+            "comment": "Agrifood Systems Waste Disposal",
+            "info": {"gases": ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7.L": {
+            "title": "Cold Chain F-Gas",
+            "comment": "Cold Chain F-Gas",
+            "info": {"gases": ["FGASES (AR5GWP100)"]},
+        },
+        "7.M": {
+            "title": "Pesticides Manufacturing",
+            "comment": "Pesticides Manufacturing",
+            "info": {"gases": ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7.N": {
+            "title": "Food Processing",
+            "comment": "Food Processing",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+        },
+        "7.O": {
+            "title": "Food Packaging",
+            "comment": "Food Packaging",
+            "info": {"gases": ["CO2", "CH4", "N2O", "KYOTOGHG (AR5GWP100)"]},
+        },
+        "7": {
+            "title": "Pre and post agricultural production",
+            "comment": "Pre and post agricultural production",
+            "info": {
+                "gases": [
+                    "CO2",
+                    "CH4",
+                    "N2O",
+                    "KYOTOGHG (AR5GWP100)",
+                    "FGASES (AR5GWP100)",
+                ]
+            },
+            "children": [
+                [
+                    "7.A",
+                    "7.B",
+                    "7.C",
+                    "7.D",
+                    "7.E",
+                    "7.F",
+                    "7.G",
+                    "7.H",
+                    "7.I",
+                    "7.J",
+                    "7.K",
+                    "7.L",
+                    "7.M",
+                    "7.N",
+                    "7.O",
+                ]
+            ],
+        },
+    },
+}