Unraveling environmental risk awareness in China over four decades from mass media and academic archives
文献类型：期刊论文
| 作者 | Fu, Yi5; Fei, Teng4,5; Huang, Wenlin5; Ge, Xu3; Yi, Jiawei2,4; Sun, Yinghao5; Wei, Xiaoyan1; Du, Yunyan2,4 |
| 刊名 | INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
 |
| 出版日期 | 2025-02-08 |
| 卷号 | N/A |
| 关键词 | Environmental risk awareness Geographic information extraction Mass media Academic archives China |
| ISSN号 | 1365-8816 |
| DOI | 10.1080/13658816.2024.2437054 |
| 产权排序 | 2 |
| 文献子类 | Article ; Early Access |
| 英文摘要 | Environmental risks have become significant impediments to economic and social development. Increasing awareness of environmental risks can promote pro-environmental behaviors, thereby helping mitigate such risks. Currently, studies focusing on the extraction of environmental risk awareness are limited by several deficiencies, including the use of small data sets, brief analysis periods, and narrow research areas. To address these limitations, this study introduces a novel methodological framework that integrates Natural Language Processing (NLP) techniques with mass media and academic archives to extract environmental risk awareness over extended periods and large spatial scales. By applying geographic entity and focus extraction, coupled with environmental risk quantification, we examined nearly four decades of environmental risk awareness in China. The results reveal heightened awareness of natural disasters and climate change, while understanding of biological invasions and anthropogenic-related risks remains limited during the past four decades. Moreover, temporal, spatial, and thematic variations in the public's and academics' awareness are observed, with academia focusing more on systemic hazards and displaying a broader spatial distribution of awareness. National administrative centers significantly influence environmental risk awareness compared to provincial centers. Our research offers a useful tool for environmental risk awareness extraction, providing valuable insights for policy formulation and environmental conservation. |
| URL标识 | 查看原文 |
| WOS关键词 | CLIMATE-CHANGE ; PUBLIC PERCEPTION ; LAY JUDGMENTS ; EXPERT ; FRAMEWORK ; POWER |
| WOS研究方向 | Computer Science ; Geography ; Physical Geography ; Information Science & Library Science |
| 语种 | 英语 |
| WOS记录号 | WOS:001417118700001 |
| 出版者 | TAYLOR & FRANCIS LTD |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/212331]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 通讯作者 | Fei, Teng |
| 作者单位 | 1.Yunnan Prov Geomatics Ctr, Yunnan Prov Arch Surveying & Mapping, Kunming, Peoples R China 2.Univ Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing, Peoples R China; 3.Hebei Univ, Sch Journalism & Commun, Baoding, Peoples R China; 4.Univ Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China; 5.Wuhan Univ, Sch Resource & Environm Sci, Wuhan, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Fu, Yi,Fei, Teng,Huang, Wenlin,et al. Unraveling environmental risk awareness in China over four decades from mass media and academic archives[J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,2025,N/A. |
| APA | Fu, Yi.,Fei, Teng.,Huang, Wenlin.,Ge, Xu.,Yi, Jiawei.,...&Du, Yunyan.(2025).Unraveling environmental risk awareness in China over four decades from mass media and academic archives.INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,N/A. |
| MLA | Fu, Yi,et al."Unraveling environmental risk awareness in China over four decades from mass media and academic archives".INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE N/A(2025). |
入库方式： OAI收割
来源：地理科学与资源研究所
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