{
"cells": [
{
"cell_type": "markdown",
"id": "bee706e3",
"metadata": {},
"source": [
"# Dynamic characterization\n",
"This notebook is meant to explain the options for dynamic characterization in `bw_timex`.\n",
"In this example, there is a very simple database containing only one node with a pulse emission of CH4, occuring at a 10 year delay.\n",
"\n",
"Further down, there is an example with multiple greenhouse gases.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "5d3622ff",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 1/1 [00:00<00:00, 4369.07it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Vacuuming database \n",
"Not able to determine geocollections for all datasets. This database is not ready for regionalization.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 1/1 [00:00<00:00, 17189.77it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Vacuuming database \n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"import bw2data as bd\n",
"import numpy as np\n",
"from bw_temporalis import TemporalDistribution\n",
"\n",
"project_name = \"timex_example_dynamic_characterization\"\n",
"if project_name in bd.projects:\n",
" bd.projects.delete_project(project_name) # making sure to start from scratch\n",
" bd.projects.purge_deleted_directories()\n",
"\n",
"bd.projects.set_current(project_name)\n",
"\n",
"bd.Database(\"temporalis-bio\").write(\n",
" {\n",
" (\"temporalis-bio\", \"CH4\"): { # only biosphere flow is CH4\n",
" \"type\": \"emission\",\n",
" \"name\": \"methane\",\n",
" \"temporalis code\": \"ch4\",\n",
" },\n",
" }\n",
")\n",
"\n",
"bd.Database(\"test\").write( # dummy system containing 1 activity\n",
" {\n",
" (\"test\", \"A\"): {\n",
" \"name\": \"A\",\n",
" \"location\": \"somewhere\",\n",
" \"reference product\": \"a\",\n",
" \"exchanges\": [\n",
" {\n",
" \"amount\": 1,\n",
" \"type\": \"production\",\n",
" \"input\": (\"test\", \"A\"),\n",
" },\n",
" {\n",
" \"amount\": 1,\n",
" \"type\": \"biosphere\",\n",
" \"input\": (\"temporalis-bio\", \"CH4\"),\n",
" \"temporal_distribution\": TemporalDistribution(\n",
" date=np.array([10], dtype=\"timedelta64[Y]\"),\n",
" amount=np.array([1]),\n",
" ), # emission of CH4 10 years after execution of process A\n",
" },\n",
" ],\n",
" },\n",
" }\n",
")\n",
"\n",
"bd.Method((\"GWP\", \"example\")).write(\n",
" [\n",
" ((\"temporalis-bio\", \"CH4\"), 29.8), # GWP100 from IPCC AR6\n",
" ]\n",
")"
]
},
{
"cell_type": "markdown",
"id": "7dcc428a",
"metadata": {},
"source": [
"We select the demand and the method and calculate a LCA with `bw_timex`\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8d9405d9",
"metadata": {},
"outputs": [],
"source": [
"demand = {(\"test\", \"A\"): 1}\n",
"gwp = (\"GWP\", \"example\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "71bba776",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/bw_timex.py:100: UserWarning: No database_date_dict provided. Treating the databases containing the functional unit as dynamic. No remapping to time explicit databases will be done.\n",
" warnings.warn(\n"
]
}
],
"source": [
"from bw_timex import TimexLCA\n",
"\n",
"tlca = TimexLCA(demand, gwp)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c40754e8",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Calculation count: 0\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/bw_timex.py:182: UserWarning: No edge filter function provided. Skipping all edges within background databases.\n",
" warnings.warn(\n",
"/Users/timodiepers/Documents/Coding/timex/bw_timex/timeline_builder.py:191: Warning: No time-explicit databases are provided. Mapping to time-explicit databases is not possible.\n",
" warnings.warn(\n"
]
},
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
date_producer
\n",
"
producer_name
\n",
"
date_consumer
\n",
"
consumer_name
\n",
"
amount
\n",
"
interpolation_weights
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
2024-01-01
\n",
"
A
\n",
"
2024-01-01
\n",
"
-1
\n",
"
1.0
\n",
"
None
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" date_producer producer_name date_consumer consumer_name amount \\\n",
"0 2024-01-01 A 2024-01-01 -1 1.0 \n",
"\n",
" interpolation_weights \n",
"0 None "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tlca.build_timeline()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "1c833eff",
"metadata": {},
"outputs": [],
"source": [
"tlca.lci()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "4a51cd8a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"29.799999237060547"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tlca.static_lcia()\n",
"tlca.static_score"
]
},
{
"cell_type": "markdown",
"id": "8729dc9f",
"metadata": {},
"source": [
"## Dynamic characterization\n",
"\n",
"While users can profile their own dynamic LCIA methods, `bw_timex` has implemenented default dynamic characterization functions for 2 climate change metrics, based on IPCC AR6:\n",
"- radiative forcing [W/m2]\n",
"- Global warming potential (GWP) [kg CO2eq],\n",
"\n",
"For these dynamic LCIA metrics, users can select the length of the considered time horizon (`time_horizon`) and whether it is a fixed time horizon (`fixed_time_horizon`).\n",
"\n",
"Conventional metrics usually consider a time horizon of 100 years, but this has been more of a value choice.\n",
"Fixed time horizon means that the time horizon for all emissions (no matter when they occur) starts counting at the time of the functional unit, resulting in shorter time horizons for emissions occuring later. This approach has been proposed by [Levasseur et al. 2010](https://pubs.acs.org/doi/10.1021/es9030003) to harmonize the time frame chosen for the analysis and the time period covered by the LCA results.\n",
"If the time horizon is not fixed (this is what conventional impact assessment factors assume), it starts counting from the timing of the emission.\n"
]
},
{
"cell_type": "markdown",
"id": "2fc8b1f0",
"metadata": {},
"source": [
"First, import the dynamic characterization function of CH4 and have a look at it:\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "b86341cc",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[0;31mSignature:\u001b[0m \u001b[0mcharacterize_ch4\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mseries\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mperiod\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m100\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcumulative\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mpandas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mframe\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mDocstring:\u001b[0m\n",
"Calculate the cumulative or marginal radiative forcing (CRF) from CH4 for each year in a given period. \n",
"\n",
"Based on characterize_methane from bw_temporalis, but updated numerical values from IPCC AR6 Ch7 & SM.\n",
"\n",
"This DOES include indirect effects of CH4 on ozone and water vapor, but DOES NOT include the decay to CO2. \n",
"For more info on that, see the deprecated version of bw_temporalis.\n",
"\n",
"If `cumulative` is True, the cumulative CRF is calculated. If `cumulative` is False, the marginal CRF is calculated.\n",
"Takes a single row of the TimeSeries Pandas DataFrame (corresponding to a set of (`date`/`amount`/`flow`/`activity`).\n",
"For earch year in the given period, the CRF is calculated.\n",
"Units are watts/square meter/kilogram of CH4.\n",
"\n",
"Parameters\n",
"----------\n",
"series : array-like\n",
" A single row of the TimeSeries dataframe.\n",
"period : int, optional\n",
" Time period for calculation (number of years), by default 100\n",
"cumulative : bool, optional\n",
" Should the RF amounts be summed over time?\n",
"\n",
"Returns\n",
"-------\n",
"A TimeSeries dataframe with the following columns:\n",
"- date: datetime64[s]\n",
"- amount: float\n",
"- flow: str\n",
"- activity: str\n",
"\n",
"See also\n",
"--------\n",
"Joos2013: Relevant scientific publication on CRF: https://doi.org/10.5194/acp-13-2793-2013\n",
"Schivley2015: Relevant scientific publication on the numerical calculation of CRF: https://doi.org/10.1021/acs.est.5b01118\n",
"Forster2023: Updated numerical values from IPCC AR6 Chapter 7 (Table 7.15): https://doi.org/10.1017/9781009157896.009\n",
"\u001b[0;31mFile:\u001b[0m ~/Documents/Coding/timex/bw_timex/dynamic_characterization.py\n",
"\u001b[0;31mType:\u001b[0m function"
]
}
],
"source": [
"from bw_timex.dynamic_characterization import characterize_ch4\n",
"\n",
"characterize_ch4?"
]
},
{
"cell_type": "markdown",
"id": "c11e187f",
"metadata": {},
"source": [
"Then, we can create the characterization_function_dict where we map the function to the corresponding flow via its ID:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "c01ea15d",
"metadata": {},
"outputs": [],
"source": [
"characterization_function_dict_ch4 = {\n",
" bd.get_node(code=\"CH4\").id: characterize_ch4,\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "f8e8b133",
"metadata": {},
"source": [
"Now, the dynamic LCIA can be calculated:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "246683b4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tlca.plot_dynamic_characterized_inventory()"
]
},
{
"cell_type": "markdown",
"id": "e3725930",
"metadata": {},
"source": [
"CH4 has a half-life time of 8.6 years, so the decay curve is quite steep and it doesn't cause much atmospheric warming in later years.\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "40c30c15",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 2.3651673669270527e-12 [radiative_forcing (100 years)]\n"
]
}
],
"source": [
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score} [{tlca.metric} ({tlca.time_horizon} years)]\"\n",
")"
]
},
{
"cell_type": "markdown",
"id": "5c8efb96",
"metadata": {},
"source": [
"If we evaluate radiative forcing over a shorter time horizon, the score gets smaller. This is equivalent to taking a shorter integral of the radiative forcing curve above.\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "7fdfc3c7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 1.892909832719887e-12 [radiative_forcing (20 years)]\n"
]
}
],
"source": [
"tlca.dynamic_lcia(\n",
" metric=\"radiative_forcing\",\n",
" fixed_time_horizon=False,\n",
" time_horizon=20,\n",
" characterization_function_dict=characterization_function_dict_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score} [{tlca.metric} ({tlca.time_horizon} years)]\"\n",
")"
]
},
{
"cell_type": "markdown",
"id": "fc586a3a",
"metadata": {},
"source": [
"With `fixed_time_horizon = True`, we evaluate all emissions from time of the functional unit, regardless when they actually occur. As our CH4 emission occurs 10 year later than the functional unit, this means that it is only assessed for 90 years (100 years time horizon - 10 years of delay in emission). As CH4 is barely causing warming between year 90 to 100, this doesn't change the overall score too much, but can cause larger differences for more long-lived GHGs.\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "bc445e2a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 2.3644506236849053e-12 [radiative_forcing (100 years)]\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tlca.dynamic_lcia(\n",
" metric=\"radiative_forcing\",\n",
" fixed_time_horizon=True,\n",
" time_horizon=100,\n",
" characterization_function_dict=characterization_function_dict_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score} [{tlca.metric} ({tlca.time_horizon} years)]\"\n",
")\n",
"\n",
"tlca.plot_dynamic_characterized_inventory()"
]
},
{
"cell_type": "markdown",
"id": "a76e97e9",
"metadata": {},
"source": [
"Note that the tail of the curve stops in 21**2**4 (100 years after the functional unit), in 21**3**4 (100 years after the emission) in the figure a few cells above.\n"
]
},
{
"cell_type": "markdown",
"id": "78a3782a",
"metadata": {},
"source": [
"### Global warming potential (GWP)\n"
]
},
{
"attachments": {
"image.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"id": "c28e9104",
"metadata": {},
"source": [
"GWP describes the warming of a GHG in comparison to that of the reference gas CO2. As such, it divides the integral of radiative forcing of a GHG over a certain time horizon by the integral of radiative forcing of the reference gas CO2 over the same time horizon:\n",
"\n",
"\n",
"\n",
"[KTH, 2014](https://www.energy.kth.se/applied-thermodynamics/key-research-areas/heating-systems/low-gwp-news/nagot-om-hur-gwp-varden-bestams-1.474589)\n"
]
},
{
"cell_type": "markdown",
"id": "273acdc1",
"metadata": {},
"source": [
"GWP can be calculated in `bw_timex` with the same options as radiative forcing:\n",
"\n",
"- time horizon can vary (default 100 years)\n",
"- fixed or flexible time horizon\n"
]
},
{
"cell_type": "markdown",
"id": "9af6f9ea",
"metadata": {},
"source": [
"Let's evaluate GWP20:\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "d66dd743",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 81.38137397247695 [GWP (20)]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/dynamic_characterization.py:122: UserWarning: Using bw_timex's default CO2 characterization function for GWP reference.\n",
" warnings.warn(\n"
]
}
],
"source": [
"tlca.dynamic_lcia(\n",
" metric=\"GWP\",\n",
" time_horizon=20,\n",
" characterization_function_dict=characterization_function_dict_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score} [{tlca.metric} ({tlca.time_horizon})]\"\n",
")"
]
},
{
"cell_type": "markdown",
"id": "5ae77021",
"metadata": {},
"source": [
"With `fixed_time_horizon = True` and `time_horizon = 20` years, the difference in results is substantial, as the 10-years delayed CH4 emission is only counted for 10 years (20 year time horizon starting at the functional unit - 10 year emissiond delay).\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "eecd5073",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 54.271464562232225 [GWP (20)]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/dynamic_characterization.py:122: UserWarning: Using bw_timex's default CO2 characterization function for GWP reference.\n",
" warnings.warn(\n"
]
}
],
"source": [
"tlca.dynamic_lcia(\n",
" metric=\"GWP\",\n",
" fixed_time_horizon=True,\n",
" time_horizon=20,\n",
" characterization_function_dict=characterization_function_dict_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score} [{tlca.metric} ({tlca.time_horizon})]\"\n",
")"
]
},
{
"cell_type": "markdown",
"id": "e8e1f35b",
"metadata": {},
"source": [
"## Example with more GHGs\n",
"\n",
"Lastly, let's look at a system with multiple GHGs spread over time.\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "e075e0f9",
"metadata": {},
"outputs": [],
"source": [
"def write_database_multi_emission():\n",
"\n",
" project_name = \"__test_database1__\"\n",
" if project_name in bd.projects:\n",
" bd.projects.delete_project(project_name)\n",
" bd.projects.purge_deleted_directories()\n",
"\n",
" bd.projects.set_current(project_name)\n",
"\n",
" bd.Database(\"temporalis-bio\").write(\n",
" {\n",
" (\"temporalis-bio\", \"CH4\"): {\n",
" \"type\": \"emission\",\n",
" \"name\": \"methane\",\n",
" \"temporalis code\": \"ch4\",\n",
" },\n",
" (\"temporalis-bio\", \"CO2\"): {\n",
" \"type\": \"emission\",\n",
" \"name\": \"carbon dioxide\",\n",
" \"temporalis code\": \"co2\",\n",
" },\n",
" (\"temporalis-bio\", \"N2O\"): {\n",
" \"type\": \"emission\",\n",
" \"name\": \"nitrious oxide\",\n",
" \"temporalis code\": \"n2o\",\n",
" },\n",
" }\n",
" )\n",
"\n",
" bd.Database(\n",
" \"test\"\n",
" ).write( # dummy system containing 1 activity with multiple emissions\n",
" {\n",
" (\"test\", \"A\"): {\n",
" \"name\": \"A\",\n",
" \"location\": \"somewhere\",\n",
" \"reference product\": \"a\",\n",
" \"exchanges\": [\n",
" {\n",
" \"amount\": 1,\n",
" \"type\": \"production\",\n",
" \"input\": (\"test\", \"A\"),\n",
" },\n",
" {\n",
" \"amount\": 0.5,\n",
" \"type\": \"biosphere\",\n",
" \"input\": (\"temporalis-bio\", \"CH4\"),\n",
" \"temporal_distribution\": TemporalDistribution(\n",
" date=np.array([10, 15], dtype=\"timedelta64[Y]\"),\n",
" amount=np.array([0.5, 0.5]),\n",
" ), # emission of CH4 10 and 15 years after execution of process A\n",
" },\n",
" {\n",
" \"amount\": 20,\n",
" \"type\": \"biosphere\",\n",
" \"input\": (\"temporalis-bio\", \"CO2\"),\n",
" \"temporal_distribution\": TemporalDistribution(\n",
" date=np.array([-10, 5], dtype=\"timedelta64[Y]\"),\n",
" amount=np.array([0.5, 0.5]),\n",
" ), # emission of CO2 10 and 5 years before\n",
" },\n",
" {\n",
" \"amount\": 0.05,\n",
" \"type\": \"biosphere\",\n",
" \"input\": (\"temporalis-bio\", \"N2O\"),\n",
" \"temporal_distribution\": TemporalDistribution(\n",
" date=np.array([0], dtype=\"timedelta64[Y]\"),\n",
" amount=np.array([1]),\n",
" ), # emission of N2O at the same time\n",
" },\n",
" ],\n",
" },\n",
" }\n",
" )\n",
"\n",
" bd.Method((\"GWP\", \"example\")).write(\n",
" [\n",
" ((\"temporalis-bio\", \"CH4\"), 29.8), # GWP100 from IPCC AR6\n",
" ((\"temporalis-bio\", \"N2O\"), 273),\n",
" ((\"temporalis-bio\", \"CO2\"), 1),\n",
" ]\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "15b6f25d",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 3/3 [00:00<00:00, 46091.25it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Vacuuming database \n",
"Not able to determine geocollections for all datasets. This database is not ready for regionalization.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 1/1 [00:00<00:00, 25420.02it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Vacuuming database \n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"write_database_multi_emission()"
]
},
{
"cell_type": "markdown",
"id": "dc4752ed",
"metadata": {},
"source": [
"Import additional default dynamic characterization function for N2O and calculate time-explicit LCA.\n"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "6ef97c64",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Calculation count: 0\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/bw_timex.py:100: UserWarning: No database_date_dict provided. Treating the databases containing the functional unit as dynamic. No remapping to time explicit databases will be done.\n",
" warnings.warn(\n",
"/Users/timodiepers/Documents/Coding/timex/bw_timex/bw_timex.py:182: UserWarning: No edge filter function provided. Skipping all edges within background databases.\n",
" warnings.warn(\n",
"/Users/timodiepers/Documents/Coding/timex/bw_timex/timeline_builder.py:191: Warning: No time-explicit databases are provided. Mapping to time-explicit databases is not possible.\n",
" warnings.warn(\n"
]
}
],
"source": [
"from bw_timex.dynamic_characterization import characterize_n2o, characterize_co2\n",
"\n",
"demand = {(\"test\", \"A\"): 1}\n",
"gwp = (\"GWP\", \"example\")\n",
"\n",
"tlca = TimexLCA(demand, gwp)\n",
"tlca.build_timeline()\n",
"tlca.lci()\n",
"tlca.static_lcia()"
]
},
{
"cell_type": "markdown",
"id": "91853182",
"metadata": {},
"source": [
"match dynamic charcterization functions to biosphere flows:\n"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "f6ff1eb3",
"metadata": {},
"outputs": [],
"source": [
"characterization_function_dict = {\n",
" bd.get_node(code=\"CH4\").id: characterize_ch4,\n",
" bd.get_node(code=\"CO2\").id: characterize_co2,\n",
" bd.get_node(code=\"N2O\").id: characterize_n2o,\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "bfa83b85",
"metadata": {},
"source": [
"### Radiative forcing:\n"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "e3b6c6b4",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"