亚开行-数字监测技术与空气质量：来自中华人民共和国的证据（英）

ASIAN DEVELOPMENT BANKADB ECONOMICSWORKING PAPER SERIESNO. 788July 2025DIGITAL MONITORING TECHNOLOGY AND AIR QUALITYEVIDENCE FROM THE PEOPLE’S REPUBLIC OF CHINAPinghan Liang, Yadi Liu, and Shu TianASIAN DEVELOPMENT BANKThe ADB Economics Working Paper Series presents research in progress to elicit comments and encourage debate on development issues in Asia and the Pacific. The views expressed are those of the authors and do not necessarily reflect the views and policies of ADB or its Board of Governors or the governments they represent.ADB Economics Working Paper SeriesPinghan Liang, Yadi Liu, and Shu TianNo. 788 | July 2025Pinghan Liang (liangph5@mail.sysu.edu.cn) and Yadi Lou (lydsnowy@163.com) are professors at the School of Government, Sun Yat-sen University.Shu Tian (stian@adb.org) is a principal economist at the Economic Research and Development Impact Department, Asian Development Bank.Digital Monitoring Technology and Air Quality: Evidence from the People’s Republic of China Creative Commons Attribution 3.0 IGO license (CC BY 3.0 IGO)© 2025 Asian Development Bank6 ADB Avenue, Mandaluyong City, 1550 Metro Manila, PhilippinesTel +63 2 8632 4444; Fax +63 2 8636 2444www.adb.orgSome rights reserved. Published in 2025.ISSN 2313-6537 (print), 2313-6545 (PDF)Publication Stock No. WPS250251-2DOI: http://dx.doi.org/10.22617/WPS250251-2The views expressed in this publication are those of the authors and do not necessarily reflect the views and policies of the Asian Development Bank (ADB) or its Board of Governors or the governments they represent. ADB does not guarantee the accuracy of the data included in this publication and accepts no responsibility for any consequence of their use. The mention of specific companies or products of manufacturers does not imply that they are endorsed or recommended by ADB in preference to others of a similar nature that are not mentioned.By making any designation of or reference to a particular territory or geographic area in this document, ADB does not intend to make any judgments as to the legal or other status of any territory or area.This publication is available under the Creative Commons Attribution 3.0 IGO license (CC BY 3.0 IGO) https://creativecommons.org/licenses/by/3.0/igo/. By using the content of this publication, you agree to be bound by the terms of this license. For attribution, translations, adaptations, and permissions, please read the provisions and terms of use at https://www.adb.org/terms-use#openaccess.This CC license does not apply to non-ADB copyright materials in this publication. If the material is attributed to another source, please contact the copyright owner or publisher of that source for permission to reproduce it. ADB cannot be held liable for any claims that arise as a result of your use of the material.Please contact pubsmarketing@adb.org if you have questions or comments with respect to content, or if you wish to obtain copyright permission for your intended use that does