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Datapackage creation
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romainsacchi committed Aug 21, 2022
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23 changes: 10 additions & 13 deletions CITATION.cff
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cff-version: 1.2.0
title: >-
Effects of the energy transition on environmental
impacts of cobalt supply: A prospective life cycle
assessment study on future supply of cobalt.
Boyce, J. C. (2022). Ammonia decarbonisation pathways
and their effects on life cycle assessments: Integrating
future ammonia scenarios into background data for prospective
LCAs. [Master’s Thesis, Leiden University and TU Delft]
message: Please cite this dataset using these metadata.
type: dataset
authors:
- given-names: Marc
family-names: van der Meide
email: m.t.van.der.meide@cml.leidenuniv.nl
- given-names: Johanna
family-names: Boyce
email: j.c.boyce@umail.leidenuniv.nl
affiliation: >-
Faculty of Science - Institute of environmental
sciences (CML)
identifiers:
- type: doi
value: 10.1111/jiec.13258
description: Publication DOI
repository-code: >-
https://github.com/premise-community-scenarios/cobalt-perspective-2050
https://github.com/premise-community-scenarios/ammonia-prospective-scenarios
abstract: >-
Scenario to integrate the future global supply of
cobalt into the premise Python package
Scenario to integrate the future supply of
ammonia into the premise Python package
84 changes: 54 additions & 30 deletions README.md
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# cobalt-perspective-2050 ![GitHub release (latest by date)](https://img.shields.io/github/v/release/premise-community-scenarios/cobalt-perspective-2050) [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6984300.svg)](https://doi.org/10.5281/zenodo.6984300)
# ammonia-prospective-scenarios ![GitHub release (latest by date)](https://img.shields.io/github/v/release/premise-community-scenarios/ammonia-prospective-scenarios) [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6984300.svg)](https://doi.org/10.5281/zenodo.6984300)


Description
-----------

This is a repository containing a scenario that implements the projections of the
van der Meide et al., 2022 study for:
This is a repository containing scenarios that implement the projections developed
in the Master thesis study of Johanna Boyce for:

* cobalt.
* ammonia.

It is meant to be used in `premise` in addition to a global IAM scenario, to provide
refined projections for the future supply of cobalt on the global market.
It is meant to be used in `premise` in addition to a global IMAGE scenario,
to provide refined projections for the future supply of ammonia for
each IMAGE region.

This data package contains all the files necessary for `premise` to implement
this scenario and create market-specific composition for cobalt (including supply from recycling channels).
this scenario and create market- and region specific technology supply shares
for ammonia.

Sourced from publication
------------------------

van der Meide, M., Harpprecht, C., Northey, S., Yang, Y., & Steubing, B. (2022). Effects of the energy transition on environmental impacts of cobalt supply: A prospective life cycle assessment study on future supply of cobalt. Journal of Industrial Ecology, 1– 15. https://doi.org/10.1111/jiec.13258
Boyce, J. C. (2022). Ammonia decarbonisation pathways and their effects
on life cycle assessments: Integrating future ammonia scenarios
into background data for prospective LCAs. Master’s Thesis,
Leiden University and TU Delft.

Data validation
---------------

[![goodtables.io](https://goodtables.io//badge/github/premise-community-scenarios/cobalt-perspective-2050.svg)](https://goodtables.io//github/premise-community-scenarios/cobalt-perspective-2050)
[![goodtables.io](https://goodtables.io//badge/github/premise-community-scenarios/ammonia-prospective-scenarios.svg)](https://goodtables.io//github/premise-community-scenarios/ammonia-prospective-scenarios-2050)

Test
----

![example workflow](https://github.com/premise-community-scenarios/cobalt-perspective-2050/actions/workflows/main.yml/badge.svg?branch=main)
![example workflow](https://github.com/premise-community-scenarios/ammonia-prospective-scenarios/actions/workflows/main.yml/badge.svg?branch=main)

Ecoinvent database compatibility
--------------------------------
Expand All @@ -38,34 +43,53 @@ ecoinvent 3.8 cut-off
IAM scenario compatibility
---------------------------

The following coupling is done between IAM and the cobalt scenarios:
The following coupling is done between IAM and the ammonia market scenarios (APS):

| IAM scenario | EP2050+ scenario |
|------------------------| ------------------------|
| IMAGE SSP2-Base | Business As Usual |
| IMAGE SSP2-RCP26 | Sustainable development |
| IAM scenario | APS scenario |
|------------------|-------------------------|
| IMAGE SSP2-Base | Business As Usual |
| IMAGE SSP2-RCP26 | Sustainable development |
| IMAGE SSP2-RCP19 | Sustainable development |

What does this do?
------------------

This external scenario update the ecoinvent global market for cobalt, according
to the projections described in van der Meide et al., 2022.
This external scenario update the ecoinvent market for ammonia, according
to the projections described in the Master thesis study of J. Boyce, 2022.

Cobalt
******
Ammonia
*******

The following markets are introduced:

* `market for ammonia, via steam reforming w/ CCS (APS)`
* `market for hydrogen, electrolysis (APS)`
* `market for ammonia (APS)`

`market for ammonia (APS)` is supplied by six ammonia production pathways:
* MP (Methane Pyrolysis), called `ammonia production, hydrogen from methane pyrolysis`,
* SMR (Steam Methane Reforming), called `ammonia production, steam reforming`,
* SMRC (SMR with CCS), called `market for ammonia, via steam reforming w/ CCS`,
* ELE (electrolysis), called `ammonia production, hydrogen from electrolysis`,
* OIL (Partial oxidation of oil), called `ammonia production, hydrogen from partial oxidation of oil`,
* CG (coal gasification), called `ammonia production, hydrogen from coal gasification`,
* CGC (CG with CCS), called `ammonia production, hydrogen from coal gasification w/ CCS`.

This market re-links to activities that consume ammonia throughout the database.

Hydrogen
********

The following market is introduced:

* `market for cobalt (CP2050)` (GLO)
* `market for hydrogen, electrolysis (APS)`

It is supplied by six cobalt production pathways:
* cobalt from cobalt mining
* cobalt as a co-product from copper mining (ore extraction, processing and electrowinning)
* cobalt as a co-product from nickel mining
* cobalt as a co-product from zinc mining
* cobalt recovered from discarded batteries (hydro- and pyro-metallurgical processes)
It is supplied by two hydrogen production pathways:
* AE (alkaline electrolysis), and
* PEM electrolysis

This market is relinked to activities that consume metallic cobalt throughout the database, if any.
This market re-links to ammonia-producing activities
that consume hydrogen throughout the database.


Flow diagram
Expand All @@ -82,8 +106,8 @@ How to use it?
from datapackage import Package


fp = r"https://raw.githubusercontent.com/premise-community-scenarios/cobalt-perspective-2050/main/datapackage.json"
cobalt2050 = Package(fp)
fp = r"https://raw.githubusercontent.com/premise-community-scenarios/ammonia-prospective-scenarios/main/datapackage.json"
ammonia = Package(fp)

bw.projects.set_current("your_bw_project")

Expand All @@ -96,7 +120,7 @@ How to use it?
source_version="3.8",
key='xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx',
external_scenarios=[
cobalt2050, # <-- list datapackages here
ammonia, # <-- list datapackages here
]
)
```
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