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April 1, 2026Marine Environment Science1 citations

Study on the impact of artificial intelligence development on coastal zone ecological resilience

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QDQianbin DiJSJiaxing SunXCXiaolong Chen

Key Points

  • The research aims to explore how artificial intelligence development influences ecological resilience in coastal zones.
  • Analyzed panel data from 11 coastal provinces in China from 2010 to 2022.
  • Developed an evaluation index system for AI development and coastal ecological resilience.
  • Employed fixed effects, mediation effects, and dynamic panel models for analysis.
  • Artificial intelligence development significantly enhances coastal zone ecological resilience.
  • There are notable differences in effects across three major ocean economic zones, with the northern zone showing the strongest impact.
  • Industrial structure upgrade is a key mediation pathway supporting ecological resilience.
  • AI development exhibits both immediate and long-term dynamic effects.

Abstract

人工智能发展对海岸带生态韧性具有重要影响。本文基于我国沿海11个省（区、市）2010－2022年面板数据，构建人工智能发展与海岸带生态韧性的评价指标体系，运用固定效应、中介效应及动态面板模型，解析人工智能发展对海岸带生态韧性的影响。结果表明：人工智能发展对海岸带生态韧性具有显著正向作用，且三大海洋经济圈存在明显差异，北部海洋经济圈驱动效应最强；产业结构升级构成关键中介路径，人工智能发展通过产业结构升级为海岸带生态韧性提升提供支撑；人工智能的赋能作用兼具当期效应与长期动态效应。本研究可为优化人工智能发展及制定差异化的海岸带生态管理政策提供参考。

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Cite This Study

Di et al. (2026) studied this question.

synapsesocial.com/papers/69cd7ab35652765b073a8078https://doi.org/10.3724/j.1007-6336.2025-0187
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