{
"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": 17,
"id": "5d3622ff",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 1/1 [00:00<00:00, 17549.39it/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, 20763.88it/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": 18,
"id": "8d9405d9",
"metadata": {},
"outputs": [],
"source": [
"demand = {(\"test\", \"A\"): 1}\n",
"gwp = (\"GWP\", \"example\")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "71bba776",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/timex_lca.py:101: UserWarning: No database_dates 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": 20,
"id": "c40754e8",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Starting graph traversal\n",
"Calculation count: 0\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/timex_lca.py:183: 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:353: Warning: No time-explicit databases are provided. Mapping to time-explicit databases is not possible.\n",
" warnings.warn(\n"
]
},
{
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},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tlca.build_timeline()"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "1c833eff",
"metadata": {},
"outputs": [],
"source": [
"tlca.lci()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "4a51cd8a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"29.799999237060547"
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},
"execution_count": 22,
"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 provide their own dynamic LCIA methods, `bw_timex` works with the dynamic characterization functions from the package `dynamic_characterization`, which are based on IPCC AR6.\n",
"\n",
"These dynamic characterization functions can be evaluated for the two metrics:\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": 23,
"id": "b86341cc",
"metadata": {},
"outputs": [],
"source": [
"from dynamic_characterization.ipcc_ar6.radiative_forcing import characterize_ch4"
]
},
{
"cell_type": "markdown",
"id": "c11e187f",
"metadata": {},
"source": [
"Then, we can create the characterization_functions where we map the function to the corresponding flow via its ID:"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "c01ea15d",
"metadata": {},
"outputs": [],
"source": [
"characterization_functions_ch4 = {\n",
" bd.get_node(code=\"CH4\").id: characterize_ch4,\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 25,
"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": 27,
"id": "40c30c15",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 2.364552528630073e-12\n"
]
}
],
"source": [
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score}\"\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": 28,
"id": "7fdfc3c7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 1.892909832719887e-12\n"
]
}
],
"source": [
"tlca.dynamic_lcia(\n",
" metric=\"radiative_forcing\",\n",
" fixed_time_horizon=False,\n",
" time_horizon=20,\n",
" characterization_functions=characterization_functions_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score}\"\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": 29,
"id": "bc445e2a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 2.364552528630073e-12\n"
]
},
{
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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_functions=characterization_functions_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score}\"\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": 30,
"id": "d66dd743",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 81.38137397247695\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/dynamic_characterization/dynamic_characterization/dynamic_characterization.py:258: 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_functions=characterization_functions_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score}\"\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": 31,
"id": "eecd5073",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"characterized dynamic score: 58.12589062375878\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/dynamic_characterization/dynamic_characterization/dynamic_characterization.py:258: 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_functions=characterization_functions_ch4,\n",
")\n",
"\n",
"print(\n",
" f\"characterized dynamic score: {tlca.dynamic_score}\"\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": 32,
"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": 33,
"id": "15b6f25d",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 3/3 [00:00<00:00, 28597.53it/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, 22671.91it/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": 34,
"id": "6ef97c64",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Starting graph traversal\n",
"Calculation count: 0\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/timodiepers/Documents/Coding/timex/bw_timex/timex_lca.py:101: UserWarning: No database_dates 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/timex_lca.py:183: 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:353: Warning: No time-explicit databases are provided. Mapping to time-explicit databases is not possible.\n",
" warnings.warn(\n"
]
}
],
"source": [
"from dynamic_characterization.ipcc_ar6.radiative_forcing 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": 35,
"id": "f6ff1eb3",
"metadata": {},
"outputs": [],
"source": [
"characterization_functions = {\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": 36,
"id": "e3b6c6b4",
"metadata": {},
"outputs": [
{
"data": {
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",
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