Online Training & Materials BenMAP-CE Training Materials Share SHARE Facebook share Twitter LinkedIn Copy URL Email Download Download benmap-ce-training-materials en es fr Added on: 31 March, 2026 Breadcrumb Home Resource Library BenMAP-CE Training Materials BenMAP-CE is an open-source computer program that calculates the number and economic value of air pollution-related deaths and illnesses. The software incorporates a database that includes many of the concentration-response relationships, population files, and health and economic data needed to quantify these impacts.BenMAP-CE enables users to load their own data or use pre-loaded datasets for the U.S. and China, includingAir quality dataDemographic dataEconomic valuesConcentration-response relationshipsSelf-paced training materials are available for seven regions of the world. Training materials are available in English for all regions and Spanish and French for a subset of regions. Each zip archive linked below contains: (1) a series of self-paced exercises; (2) BenMAP-CE datasets needed to complete the exercises; (3) an answer key.