External search entry points for finding more bee, beehive, and precision-beekeeping research. We use OpenAlex and arXiv for automated discovery, then these portals for manual checks, PDFs, preprints, citation trails, and publisher-specific searches.
Broad scholarly index with metadata, DOI links, institutions, concepts, citation data, and open-access locations. Best first pass for new candidates and deduplication.
Fast signal for computer vision, robotics, machine learning, and sensor papers before journal publication. Needs manual relevance review for bee-related terms.
Useful for finding highly cited papers, related articles, and newer work citing a known paper. Good for manual snowball searches.
Strong abstracts, topic matching, citation context, and recommendations. Helpful for quickly deciding whether a candidate is product-relevant.
Best for publisher metadata, DOI lookup, publication dates, and avoiding duplicate entries under slightly different titles.
Biomedical and life-science coverage for Varroa, pathogens, pesticides, colony health, and ecological studies that can inform monitoring features.
Early biology, ecology, and behavior manuscripts. Useful for bee-health signals, but often broader than digital beekeeping.
Occasionally relevant for bee products, allergens, and health-adjacent topics. Usually lower priority for Gratheon product research.
Many sensors, agriculture, IoT, and computer-vision papers are available as full-text HTML/PDF. Good for fast PDF review.
Elsevier journals and conference proceedings. Useful for agriculture, ecological modelling, and engineering papers, though access may vary.
Good coverage for applied AI, robotics, smart agriculture, and environmental sensing conference chapters and journals.
Best for sensors, embedded systems, signal processing, wireless telemetry, edge AI, and robotics work.
FAO-linked agricultural literature index. Good for beekeeping, pollination, crops, rural systems, and applied field studies.
Directory of open-access journal articles. Useful when we need accessible full text and want to avoid paywall-only leads.
Aggregates institutional repositories and open PDFs. Useful for locating author manuscripts when publisher pages are closed.
Helpful for author-provided PDFs, project context, and follow-up papers. Metadata should be verified elsewhere before ingest.
Another route to author copies and older papers. Use as a discovery aid, then confirm DOI, venue, and publication date.