https://github.com/aleksandra-kim/consumption_model_ch

This code reproduces the Swiss consumption model developed by Andreas Froemelt et al. in the paper "Using Data Mining To Assess Environmental Impacts of Household Consumption Behaviors".
https://github.com/aleksandra-kim/consumption_model_ch

aleksandra-kim andreas-froemelt household-expenditure-survey life-cycle-assessment nrp-73 swiss-consumption

Last synced: about 2 months ago
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This code reproduces the Swiss consumption model developed by Andreas Froemelt et al. in the paper "Using Data Mining To Assess Environmental Impacts of Household Consumption Behaviors".

• Host: GitHub
• URL: https://github.com/aleksandra-kim/consumption_model_ch
• Owner: aleksandra-kim
• License: bsd-3-clause
• Created: 2019-10-02T07:01:55.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2024-06-30T13:04:09.000Z (over 1 year ago)
• Last Synced: 2024-08-11T09:26:19.878Z (about 1 year ago)
• Topics: aleksandra-kim, andreas-froemelt, household-expenditure-survey, life-cycle-assessment, nrp-73, swiss-consumption
• Language: Python
• Homepage: https://dx.doi.org/10.1021/acs.est.8b01452
• Size: 47.4 MB
• Stars: 2
• Watchers: 3
• Forks: 2
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
Welcome to consumption_model_ch!

================================

This package reproduces the consumption model developed by Dr. Andreas Froemelt et al. in the paper "Using Data Mining To Assess Environmental Impacts of Household Consumption Behaviors", [doi:10.1021/acs.est.8b01452](https://dx.doi.org/10.1021/acs.est.8b01452). 

The model is based on the Swiss household expenditure surveys conducted by the Federal Office of Statistics in years 2009-2011, 2012-2014 and 2015-2016. It contains foreground inventories for Swiss household consumption activities, as well as functional units for the households participated in the survey, and for the household archetypes as described in the paper.

Note that, the original model was implemented only for the years 2009-2011. This package updates it for 2012-2014, 2015-2017 surveys and for background databases, namely Ecoinvent 3.8 cutoff, Agribalyse 1.3 and Exiobase 3.8.1 monetary. 

Results

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Climate change archetypes impacts by sector

![Climate change archetypes impacts by sector](docs/sector_scores.png)

Yearly climate change scores

![Yearly climate change scores](docs/yearly_scores.png)