IMF Working Papers

The ENV-FIBA Model for Climate Risk Analysis: Framework, Model Details and Guide

ByMarco Gross, Jinhyuk Yoo, Hugo Rojas-Romagosa, Salim Dehmej, Zulma Barrail, Hannah Sheldon

November 7, 2025

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Format: Chicago

Marco Gross, Jinhyuk Yoo, Hugo Rojas-Romagosa, Salim Dehmej, Zulma Barrail, and Hannah Sheldon. "The ENV-FIBA Model for Climate Risk Analysis: Framework, Model Details and Guide", IMF Working Papers 2025, 230 (2025), accessed 12/5/2025, https://doi.org/10.5089/9798229028844.001

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Disclaimer: IMF Working Papers describe research in progress by the author(s) and are published to elicit comments and to encourage debate. The views expressed in IMF Working Papers are those of the author(s) and do not necessarily represent the views of the IMF, its Executive Board, or IMF management.

Summary

We present the ENV-FIBA macro-micro model framework that can be used to analyze the climate-macro-financial consequences of climate scenarios and related policy counterfactuals. The model consists of a multi-country Computable General Equilibrium (CGE) core and a connected micro simulation module for an economy’s individual nonfinancial firms and banks. The climate-macro-financial scenario simulations are anchored in future temperature and emission pathways, alongside policy assumptions regarding carbon taxation, fiscal revenue recycling and reinvestment, optional carbon border adjustment mechanisms, and others. We illustrate the use of the model for Japan. We emphasize, exemplify with the model, and recommend in general: (1) that physical and transition risk effects be modeled jointly to a maximal extent (given their intertwined nature); (2) that it is important to consider bank balance sheets that are dynamic (not static), to capture the differential growth of emmission intensive industries that may shrink, opposed to those that may flourish; and (3) related to the latter, that such dynamically evolving lending has primary impacts on bank solvency via interest income, along with quantitatively often smaller impacts through loan losses from borrower defaults.

Subject: Climate change, Environment, Financial statements, Greenhouse gas emissions, Public financial management (PFM)

Keywords: Caribbean, Central America, CGE modeling, Climate change, Climate risk analysis, climate scenario, ENV-FIBA model, Financial statements, Global, Greenhouse gas emissions, IMF working papers, micro-macro simulations, model framework, South America