Enterprise AI Analysis
Trends and patterns in microbial research within forest ecosystems: bibliometric insights from 2010 to 2025
This AI-driven analysis of 7,316 documents reveals critical research trajectories and collaboration networks in forest microbiology, forecasting future hotspots and identifying underexplored areas for strategic enterprise investment.
Executive Impact Summary
Our AI-powered deep dive into microbial research within forest ecosystems uncovers pivotal trends from 2010 to 2025. With an impressive 8.89% annual growth rate, the field is expanding rapidly, peaking in 2024 with 745 publications. "Fungi" leads as the most frequent keyword, underscoring its central role. China dominates in publication volume, while the USA is key to international collaborations, indicating a globally interconnected research landscape vital for sustainable forest management strategies.
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Total Documents Analyzed
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Annual Growth Rate
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Highest Publications (2024)
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"Fungi" Occurrences
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China Documents
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Highest Mean TC/Article (2015)
Deep Analysis & Enterprise Applications
Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.
Core Research Drivers
Thematic mapping identified fungi, bacteria, microbial community, and soil microorganisms as consistent and highly influential motor topics, driving significant research in forest ecosystems. These represent fundamental areas with sustained high engagement and impact.
Evolving Research Focus
Mycorrhiza, fungal disease, host-pathogen interaction, and pathogen were identified as emerging or declining themes, indicating a dynamic shift in research focus. Understanding these shifts can inform R&D priorities for new solutions in forest health.
Future-Oriented Research Trajectories
Trend topic analyses revealed a significant shift by 2025 towards 'microbials', 'biotic', and 'abiotic' factors affecting microbial composition or forest survival, moving beyond basic microorganism research to applied challenges like climate change and plant diseases. This highlights a move towards more complex, integrated ecological studies.
Publication Growth Trajectory
8.89% Annual Growth Rate of PublicationsThe field of forest microbial research experienced an 8.89% annual growth rate from 2010 to 2025, with a peak of 745 publications in 2024. A strong positive correlation (0.93) between time and publication count indicates robust and sustained interest, driven by increasing environmental concerns and technological advancements.
Enterprise Process Flow: Data Curation Pipeline
Records extracted from Scopus (2010-2025)
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Retracted records excluded (5)
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Unrelated keywords excluded (9208, 6098)
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Limited to English & Manual Curation (778 missing)
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Duplicate records excluded (1393)
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7316 Documents for Analysis
| Journal | No. of Articles | h-index | Total Citations |
|---|---|---|---|
| Applied Soil Ecology | 253 | 44 | 6470 |
| Forests | 199 | 23 | 2238 |
| Plant and Soil | 168 | 33 | 3448 |
| Soil Biology and Biochemistry | 164 | 56 | 9775 |
| Forest Ecology and Management | 163 | 38 | 4984 |
| Microorganisms | 160 | 22 | 1715 |
| Forest Pathology | 143 | 22 | 2293 |
| Frontiers in Plant Science | 102 | 29 | 2920 |
| Plant Disease | 93 | 14 | 874 |
| Journal of Ecology | 92 | 34 | 3895 |
Global Research Leaders & Collaborations
China emerged as the most productive country with 6,971 documents, closely followed by the USA with 3,950 documents. Despite China's volume, the USA played a central role in international collaboration, engaging with 84 countries. The strong collaborative link between China and the USA, with 136 shared publications, highlights critical avenues for global scientific partnerships and resource pooling in microbial research for sustainable forest management.
Evolution of Research Themes
"Microbials", "Biotic", "Abiotic" Key Research Shift by 2025The analysis of trend topics reveals a clear shift in research focus. While earlier work concentrated on "climate change, microbial community, microbiome, and environmental factors," by 2024-2025, the emphasis moved towards 'microbials,' 'biotic,' and 'abiotic' factors. This indicates a growing focus on understanding the mechanisms by which these factors influence forest microbial composition and overall forest survival.
Strategic Frontiers for Innovation
Endosphere, Biocontrol, AI/ML Key Under-explored FrontiersDespite the depth of research, several critical areas remain under-explored, including endophyte diversity, the utility of microorganisms for sustainable forest management through biological control, and the integration of advanced technologies like Artificial Intelligence and Machine Learning with omics data. These areas represent significant frontiers for future research to enhance forest sustainability and yield high ROI for early adopters.
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