Published February 1, 2026 | Version v1.0.0

v1.0.0 — Code for "International Trade in Air-Quality-Related Mortality"

Authors/Creators

Description

This release captures the exact version of the code used to produce all results in the manuscript "International (Fair) Trade in Air-Quality-Related Mortality."

It includes the full Python workflow for estimating production- and consumption-based PM₂.₅ concentrations, health impacts, and economic externalities associated with international trade, based on multi-regional input–output (MRIO) data (GTAP and EORA) and InMAP simulations.

Included components

1_Country_Emission: Prepare inputs and generate emission maps for InMAP.

2_Concentration_Factors: Derive consumption-based concentration fields.

3_Mortality: Estimate PM₂.₅-related mortality attributable to production and consumption.

4_Result_Interpretation: Analyze economic externalities and distributional inequalities.

5_Plot_generation: Generate all figures for the main text and supplementary.

6_Model_assessment: Perform model validation and uncertainty analysis.

Running this release will reproduce the analytical results and figures presented in the manuscript.

Files

Saran-Wang/MRIO-v1.0.0.zip

Files (9.5 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/Saran-Wang/MRIO/tree/v1.0.0 (URL)

Software