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Objective: Frankincense (Boswellia) and Myrrh (Commiphora) are natural substances that have a long history of traditional use and potential therapeutic applications. This study aimed to provide comprehensive insights into the literature on Frankincense and Myrrh research (FMR) by examining patterns, perspectives, and research trends within the research landscape. Methods: This bibliometric study utilized MeSH-generated terms, followed the PRISMA guidelines, and analyzed English-based bibliographic data from original studies retrieved from the Scopus database. The VOSviewer and Bibliometrix applications were employed to analyze the CVS and BibTex data consisting of 955 records. This study focuses on publication trends, research topics, citation counts, research impacts, and collaboration dynamics. Results: The analysis revealed a steady increase in FMR, indicating growing interest in these substances. Egypt, the United States, and Saudi Arabia are the most prolific countries in terms of research output. FMR primarily focuses on chemical composition, pharmacological properties, and medicinal applications. Key research topics include identification and analysis of bioactive compounds, optimization of extraction techniques, and evaluation of their therapeutic potential. Surprisingly, the thematic map was overwhelmed by the niche, motor, basic, and emerging themes. Trending topics in FMR include “Myrrh oil”, “sesquiterpene”, “tapping”, “triterpenoids”, and “allergic contact dermatitis”. Collaboration networks highlight the involvement of diverse stakeholders, indicating the importance of multidisciplinary and international collaboration in advancing the field. Conclusions: These insights contribute to a better understanding of the research landscape of FMR, guiding future studies and facilitating the utilization of these natural substances for the benefit of society.

Background: Research on Coffea arabica focuses on various aspects, including genetics, breeding, climate change resilience, pest and disease management, agronomy, sensory analysis, and sustainability. This study aims to analyze the hotspots, conceptual map and dynamicity, global landscape, and emerging trends in Coffea arabica research (CA-R). Methods: A comprehensive dataset comprising data-driven articles (N = 3967) from 1932 to 2023 was extracted from Scopus using predefined search terms. VOSviewer and Bibliometrix applications were utilized to analyze the data. Thematic evolution was examined by identifying shifts in research focus over time. The global landscape was assessed by examining comparative productivity and collaborative dynamics. Highly-cited CA-R was identified to highlight key findings in specific research areas. Results: The analysis revealed a steady growth of CA-R (annual growth rate = 6.53 %), with strong international collaboration (international co-authorships = 29.35 %) and significant contributions from various countries. Brazil leads the way with 1601 publications, accounting for 28.55 % of the total. Recognizable CA-R focused on important areas such as pollination, shade management, nanotechnology applications, roasting effects, disease management, and environmental impacts. Thematic analysis identified five distinct clusters representing different CA-R themes: “coffee”, “coffea,” “fermentation,” “Coffea arabica,” and “climate change.” Emerging themes such as ''in vitro culture,'' ''sustainable agriculture,'' ''climate change,'' and ''coffee berry borer'' were also identified. Conclusion: The current findings enhance our understanding of CA-R and lay the groundwork for future studies in the coffee industry.