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12 changes: 6 additions & 6 deletions BW2_tutorial.ipynb
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Original file line number Diff line number Diff line change
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"source": [
"# Introductory note\n",
"<a id='section0'></a>\n",
"This is a [Jupyter Notebook](https://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/what_is_jupyter.html) with the purpose of making you familiar with the basic Python-based [Brightway2 LCA framework](https://brightwaylca.org/) and its various functionalities, all developed by [Chris Mutel and colleagues](https://2.docs.brightwaylca.org/credits.html#authors).\n",
"This is a [Jupyter Notebook](https://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/what_is_jupyter.html) with the purpose of making you familiar with the basic Python-based [Brightway2 LCA framework](https://brightway.dev/) and its various functionalities, all developed by [Chris Mutel and colleagues](https://2.docs.brightway.dev/credits.html#authors).\n",
"\n",
"This notebook is designed to get you started with creating your own project, setting up your database(s) (used as background systems) and simple foreground systems, performing your first impact assessments, analysing your results, and running Monte Carlo simulations in calculation setups.\n",
"\n",
Expand All @@ -19,7 +19,7 @@
"---\n",
"\n",
"**Recommended prerequisites are:**\n",
"* having installed [Brightway2](https://2.docs.brightwaylca.org/installation.html) + all relevant packages (make sure to do so in the correct virtual environment) and possibly even having had a first quick look at its [documentation](https://docs.brightwaylca.org/index.html). <ins>*Credits where credits are due:*</ins> much of the present notebook is based both directly and indirectly on this documentation (and the [example notebooks](https://docs.brightwaylca.org/notebooks.html#example-notebooks))\n",
"* having installed [Brightway2](https://2.docs.brightway.dev/installation.html) + all relevant packages (make sure to do so in the correct virtual environment) and possibly even having had a first quick look at its [documentation](https://docs.brightway.dev/index.html). <ins>*Credits where credits are due:*</ins> much of the present notebook is based both directly and indirectly on this documentation (and the [example notebooks](https://docs.brightway.dev/notebooks.html#example-notebooks))\n",
"* knowledge of the foundations of life cycle assessment. If you don't have this knowledge (or simply need a refresher), have a look at the [online teaching resources](http://www.teaching.industrialecology.uni-freiburg.de/) provided by the Industrial Ecology Freiburg Group, led by Stefan Pauliuk\n",
"* familiarity with any programming language - no Python-specific requirements, as most methods are quite intuitive and will be explained anyway. In case you are a bloody beginner, check [this](https://github.com/PoutineAndRosti/Brightway-Seminar-2017/blob/master/Day%201%20AM/1%20-%20Python%20and%20notebook%20basics.ipynb) out :)\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"As of now, no better way of handling this issue exists than simply deleting such exchanges (as was done automatically). The import of other databases works a bit smoother. How that is done can be found in some example notebooks [here](https://docs.brightwaylca.org/notebooks.html#example-notebooks)."
"As of now, no better way of handling this issue exists than simply deleting such exchanges (as was done automatically). The import of other databases works a bit smoother. How that is done can be found in some example notebooks [here](https://docs.brightway.dev/notebooks.html#example-notebooks)."
]
},
{
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"source": [
"<span style=\"color:red\"><ins>**IMPORTANT NOTE**</ins></span>\n",
"\n",
">In the following, we will mainly use data from ecoinvent. In case you do not have access to it, do not worry - you can complete almost the whole notebook with the free FORWAST database, too. You would only have to change the database selection in each respective cell from `eidb.<something>` to `fw.<something>` (abbreviations taken from below). Mind that you would also have to undertake manual changes in the Excel spreadsheet for making the respective import work (chapter 2.3). Also, mind that the FORWAST data differs to the one of ecoinvent; this, however, affects only few of your commands further below (e.g. finding activities by name etc.). If you want to work with data from other sources, e.g. Agribalyse, please see the respective [strategies](https://2.docs.brightwaylca.org/notebooks.html#example-notebooks) for their data import."
">In the following, we will mainly use data from ecoinvent. In case you do not have access to it, do not worry - you can complete almost the whole notebook with the free FORWAST database, too. You would only have to change the database selection in each respective cell from `eidb.<something>` to `fw.<something>` (abbreviations taken from below). Mind that you would also have to undertake manual changes in the Excel spreadsheet for making the respective import work (chapter 2.3). Also, mind that the FORWAST data differs to the one of ecoinvent; this, however, affects only few of your commands further below (e.g. finding activities by name etc.). If you want to work with data from other sources, e.g. Agribalyse, please see the respective [strategies](https://2.docs.brightway.dev/notebooks.html#example-notebooks) for their data import."
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"Adding some parameters on the project level works like the following. Mind that there are also parameters on the activity and database level. The commands for handling and saving those are quite similar; for more details, look [here](https://docs.brightwaylca.org/technical/bw2data.html#parameters)"
"Adding some parameters on the project level works like the following. Mind that there are also parameters on the activity and database level. The commands for handling and saving those are quite similar; for more details, look [here](https://docs.brightway.dev/technical/bw2data.html#parameters)"
]
},
{
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" Activities do not have very many required fields; aside from database and code, the only other required field is name, but most activities will have a location and unit as well. If no type is specified for an activity, then the activity is assumed to be a process. Other types include product and biosphere for biosphere flows. Activity type is used to determine whether an activity should be placed in the biosphere or technosphere matrices during LCA calculations.\n",
"\n",
"\n",
"Let's now create our [parameterised product system](https://docs.brightwaylca.org/intro.html#parameterized-datasets):"
"Let's now create our [parameterised product system](https://docs.brightway.dev/intro.html#parameterized-datasets):"
]
},
{
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