A comprehensive bibliometric analysis was conducted to examine the evolution of scientific research on climate change and drought from 2013 to 2023. A dataset comprising 28,950 peer-reviewed publications was compiled from Web of Science, Scopus, and Google Scholar, followed by rigorous data cleaning and standardization procedures. Analytical tools, including VOSviewer and CiteSpace, were employed to map keyword co-occurrence networks, author collaborations, and citation dynamics. The results revealed that co-authorship patterns were characterized by extensive global collaboration, with the United States (7,565 publications; 99,657 citations) and China (5,552 publications; 36,207 citations) identified as the leading contributors. Prominent institutions such as the Chinese Academy of Sciences (1,945 publications) emerged as central nodes within international research networks. Keyword co-occurrence analysis highlighted dominant thematic clusters, including “ecosystem responses” (12,212 occurrences), “water availability,” and “climate models”, indicating strong interdisciplinary linkages across environmental, agricultural, and geoscientific domains. Citation analysis pinpointed highly influential journals, with Science of the Total Environment (756 publications in 2013) and Water (Switzerland) (484 in 2014) noted for their substantial academic impact. Notable authors, such as J.J. Camarero (148 documents), were recognized for sustained scholarly contributions. A marked upward trend in publication volume was observed, with annual outputs increasing by 230%, from 1,394 documents in 2013 to 4,597 in 2023, reflecting intensified global attention on climate-induced drought. Funding analysis showed that 22,630 publications acknowledged financial support, predominantly from agencies such as the National Natural Science Foundation of China. Subject area distribution revealed a concentration in environmental sciences (28.5%), agricultural sciences (23.7%), and earth sciences (14.4%), underscoring the multifaceted nature of drought-related climate research. Network visualizations further demonstrated that the United States held the highest total link strength (5,240), followed by China (3,520), suggesting leadership in collaborative intensity. The integration of citation frequencies, publication trends, and thematic evolution provided a robust framework for identifying existing research gaps, informing mitigation strategies, and guiding science-based policy development. The findings underscore the urgency of addressing climate-related drought through enhanced international cooperation and the application of advanced modeling frameworks, while also illustrating the evolving structure of this research domain over the past decade.