Replication package: Screening Nepal's timber import supply chain for legality and deforestation risk, 2010–2022
收藏资源简介:
Data and code reproducing all numbers, tables and figures in “Screening Nepal’s timber import supply chain for legality and deforestation risk: mirror trade evidence and an objective-weight MCDM origin screening index, 2010–2022” (Gauli, working paper). Contents: raw UN Comtrade extracts (Nepal HS 44 imports by partner and HS 4401–4421 by world, partner-reported exports to Nepal, reporter-status check), FAO FRA 2020 forest area, World Bank WGI 2024 update; processed tables; seven Python scripts (data build, analysis, figures, robustness, construct audit, independent log-bound audit, reporter-status check); all outputs and figures. Run python run_all.py (Python 3.10+, packages in requirements.txt). It runs the scripts in order and checks 16 headline results against the manuscript. Random seed 20261028. Comtrade data retrieved 27–28 October 2026 and 4 November 2026 via the public API. Licence: code MIT; derived data and documentation CC BY 4.0; raw data subject to UN Comtrade, FAO and World Bank terms.



