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Assessing the spatial spillover effects of the middle route of the south-to-north water diversion project


Citation

Cao, Zibin and Shi, Juming and Soh, Weini and Razak, Nazrul Hisyam Ab and Noordin, Bany Ariffin Amin (2026) Assessing the spatial spillover effects of the middle route of the south-to-north water diversion project. Frontiers in Environmental Science, 14. art. no. 1689585. pp. 1-25. ISSN 2296-665X

Abstract

The Middle Route of the South-to-North Water Diversion Project has alleviated water supply–demand imbalances in North China and generated notable economic, social, and ecological benefits. To address the potential bias of traditional difference-in-differences (DID) models that neglect spatial spillover effects, this study employs a spatial DID approach to examine the project’s impacts on both water-receiving areas and their neighboring regions. The results show that the project significantly promotes industrial structure rationalization and upgrading, built-up area expansion, and carbon productivity in water-receiving areas, while also producing positive spillover effects in non-receiving areas. However, only carbon productivity exhibits a spatial synergy effect among water-receiving areas, reflecting a “strong–strong cooperation” pattern. In addition, the spillover effects display a clear distance-decay pattern within approximately 200 km of the water-receiving areas. Extended analyses indicate that the project substantially promotes the development of secondary and tertiary industries while negatively affecting the primary industry in water-receiving areas, whereas all three sectors show positive spillover effects in non-receiving areas. Furthermore, enterprises play a mediating role in the spillover effects related to industrial structure upgrading and carbon productivity. These results remain robust under a series of related robustness checks. These findings suggest that policy design should strengthen cross-regional governance coordination, improve the alignment between industrial restructuring and water-use patterns, and enhance firms’ upgrading in water-saving and green technologies, thereby ensuring the full and sustainable realization of the project’s benefits.


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Additional Metadata

Item Type: Article
Subject: Environmental Science (all)
Divisions: School of Business and Economics
DOI Number: https://doi.org/10.3389/fenvs.2026.1689585
Publisher: Frontiers Media SA
Keywords: Carbon productivity; County development; Industrial structure rationalization; Industrial structure upgrading; Spatial difference-in-differences model; Spatial spillover effect; The middle route of the south-to-north water diversion project
Sustainable Development Goals (SDGs): SDG 6: Clean Water and Sanitation, SDG 9: Industry, Innovation and Infrastructure, SDG 13: Climate Action
Depositing User: Ms. Siti Radziah Mohamed@mahmod
Date Deposited: 29 Apr 2026 00:22
Last Modified: 29 Apr 2026 00:22
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3389/fenvs.2026.1689585
URI: http://psasir.upm.edu.my/id/eprint/125017
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