XAI Analysis of DNN Using PM2.5 Component Input Data and Improvement of PM2.5 Prediction Performance

Author:

Lee Ju-Yong,Lee Chae-Yeon,Jung Min-Woo,Ahn Joon-Young,Wang Kyung-Hui,Choi Dae-Ryun,Yun Hui-Young

Funder

Ministry of Environment

National Institute of Environmental Research

Korea Environmental Industry and Technology Institute

Publisher

Korean Society for Atmospheric Environment

Subject

Pollution,Environmental Science (miscellaneous),Environmental Chemistry,Environmental Engineering

Reference21 articles.

1. Application of chemical transport model CMAQ to policy decisions regarding PM2.5 in the UK

2. A comparison of chemical mechanisms based on TRAMP-2006 field data

3. Cho, S.-W., Han, D.-H., Kim, J.-W., Lee, S.-J., Kim, J.-H. (2022) SOH estimation of Li-ion battery reflecting the latest health indicator data set based on DNN, The Korean Institute of Power Electronics Conference, 125-127.

4. Long-term exposure to fine particulate matter and development of chronic obstructive pulmonary disease in the elderly

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