气候变化
元数据
地理
区域科学
奖学金
不平等
政治学
环境规划
环境资源管理
自然(考古学)
发展中国家
全球变暖的影响
自然资源
自然灾害
全球变暖
人文地理学
研究方法
发达国家
作者
Komal Sharma,Deepti Singh,Bart Bonikowski,Sonali McDermid
标识
DOI:10.1038/s43247-026-03585-x
摘要
Abstract Climate change research published in top-tier journals can influence subsequent scholarship and decision-making. It is therefore crucial that research on countries disproportionately impacted by climate change appears in these journals. We evaluate to what extent select top-tier journals feature the most vulnerable countries, and these countries’ scientific institutions, by compiling a dataset of climate change research articles spanning 2010-2023 and applying data mining, natural language processing, and geotagging techniques to these articles’ metadata and text. Of studies featuring UN classified countries, we find ~65% featured 27 Annex I countries and ~62% featured 75 non-Annex I countries. ~27% of these studies featured the USA, while Least Developed Countries comprised 16% of the dataset. Furthermore, ~93% of authors were affiliated with Annex I institutions. Although publications and citations increased for non-Annex-I studies, substantial geographic inequalities persist that are essential to rectify to address climate change risks in the most vulnerable countries.
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