cobalt-perspective-2050

Future global cobalt supply scenarios from van der Meide et al., 2022.

https://github.com/premise-community-scenarios/cobalt-perspective-2050

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 5 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.0%) to scientific vocabulary

Keywords

cobalt ecoinvent lifecycle-data prospective
Last synced: 6 months ago · JSON representation ·

Repository

Future global cobalt supply scenarios from van der Meide et al., 2022.

Basic Info
  • Host: GitHub
  • Owner: premise-community-scenarios
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 1.67 MB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 5
Topics
cobalt ecoinvent lifecycle-data prospective
Created over 3 years ago · Last pushed over 1 year ago
Metadata Files
Readme Citation

README.md

cobalt-perspective-2050 GitHub release (latest by date) DOI

Description

This is a repository containing a scenario that implements the projections of the van der Meide et al., 2022 study for:

  • cobalt.

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.

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).

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

Data validation

goodtables.io

Test

example workflow

Ecoinvent database compatibility

ecoinvent 3.8 cut-off

IAM scenario compatibility

The following coupling is done between IAM and the cobalt scenarios:

| IAM scenario | EP2050+ scenario | |------------------------| ------------------------| | IMAGE SSP2-Base | Business As Usual | | IMAGE SSP2-RCP26 | 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.

Cobalt


The following market is introduced:

  • market for cobalt (CP2050) (GLO)

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)

This market is relinked to activities that consume metallic cobalt throughout the database, if any.

Flow diagram

diagram ammonia markets

How to use it?

```python

import brightway2 as bw
from premise import NewDatabase
from datapackage import Package


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

external_scenarios = [
    {"scenario": "Business As Usual", "data": cobalt2050},
]

bw.projects.set_current("your_bw_project")


ndb = NewDatabase(
        scenarios = [
            {"model":"image", "pathway":"SSP2-Base", "year":2050, "external scenarios": external_scenarios},
            {"model":"image", "pathway":"SSP2-RCP26", "year":2030, "external scenarios": external_scenarios},
        ],        
        source_db="ecoinvent 3.8 cutoff",
        source_version="3.8",
        key='xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx',
    )

ndb.update("external") # or ndb.update() to include the IAM scenario and the external one

```

Owner

  • Name: premise community scenarios
  • Login: premise-community-scenarios
  • Kind: organization

Repository for community-generated premise scenarios

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

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.
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
    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
abstract: >-
  Scenario to integrate the future global supply of
  cobalt into the premise Python package

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  • marc-vdm (1)
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