Sun Xiaolei, Li Longfei, Shen Yiran, Sheng Yingjie, Zhang Dayong, Ji Qiang
Institutes of Science and Development, Chinese Academy of Sciences, Beijing, China.
School of Public Policy and Management, University of Chinese Academy of Sciences, Beijing, China.
Sci Data. 2025 May 27;12(1):877. doi: 10.1038/s41597-025-05207-1.
Expressions of public views on climate risk and corresponding government responses serve as crucial indicators of the dynamic interaction between the public and the government in tackling climate change. Focusing on the context of China, this study utilizes word embedding techniques to construct indices of expressions of public views and government responses on climate risk at the national, provincial, and city levels for the first time. These indices are derived from data collected on the Message Board for Leaders platform spanning from January 2011 to December 2023. The developed indices not only facilitate the study of expressions of public views and government responses to climate risk but also provide robust data support for enhancing climate risk communication between the government and the public. Furthermore, these indices are instrumental in bolstering regional climate adaptation initiatives and accelerating the development of climate-resilient cities.
公众对气候风险的看法表达以及政府相应的应对措施,是公众与政府在应对气候变化过程中动态互动的关键指标。本研究聚焦于中国的背景,首次运用词嵌入技术构建了国家、省级和城市层面公众对气候风险的看法表达指数以及政府应对指数。这些指数来源于2011年1月至2023年12月期间在领导留言板平台收集的数据。所开发的指数不仅有助于研究公众对气候风险的看法表达以及政府的应对措施,还为加强政府与公众之间的气候风险沟通提供了有力的数据支持。此外,这些指数有助于推动区域气候适应举措,并加速气候韧性城市的发展。