GTAP-InVEST Results Exploration

A jupyter notebook to visualize GTAP-InVEST results from the paper in PNAS (in press).

Launch Tool

You must login before you can run this tool.

Version 1.0 - published on 28 Jun 2023

doi:10.21981/VQSZ-A258 cite this

Open source: license | download

View All Supporting Documents



Published on


GTAP-InVEST is an Earth-Economy model that combines a global computable general equilibrium (CGE) model from the Global Trade Analysis Project (GTAP) with a global high-resolution ecosystem service models from the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) model, provided by the Natural Capital Project.

GTAP-InVEST is open-source and can be accessed at However, this version of GTAP-InVEST relies on two proprietary elements: one must have a GTAP database license for version 10+ and one must have a GEMPACK license to access the CGE solver we used. See for access to these resources.

Cite this work

Researchers should cite this work as follows: