Melissopalynology plays a pivotal role in identifying and managing the geographical and botanical origins of honey. In this study, forty-five honey samples were collected from three potential districts in the North Wollo zone, Ethiopia. The pollen grains of these samples were analyzed using the procedures outlined by the International Commission for Bee Botany (ICBB) to determine the botanical sources of the honey. Among the samples, twenty-five were classified as monofloral, while the remaining twenty were identified as multifloral honey. Nineteen plant species from twelve different plant families were identified as the honey bee floras in the North Wollo zone. The dominant families, representing over 45% of the pollen grains in the samples, were Asteraceae (9 samples), Myrtaceae (5 samples), Papilionaceae (4 samples), Fabaceae (2 samples), Hypericaceae (2 samples), Acanthaceae (1 sample), Brassicaceae (1 sample), and Ericaceae (1 sample). Bidens spp., Trifolium rueppellianum, and Eucalyptus globulus emerged as the top three honey bee floras in terms of relative percentage and frequency. Furthermore, eleven samples exhibited a high diversity index range (H) of 1.56% in Lasta and 1.01% in the Meket districts, while the remaining thirty-four samples showed a lower diversity index ranging from 0.31 to 0.99. Our findings underscore the importance of conserving bee floras to enhance honey production and ensure sustainability in beekeeping practices in the North Wollo Zone. (c) 2024 SAAB. Published by Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.