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Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation.
Front Plant Sci. 2023 Apr 14;14:1081050. doi: 10.3389/fpls.2023.1081050. eCollection 2023.
Front Plant Sci. 2023.
PMID: 37123860
Free PMC article.
Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds.
Ribeiro AP, da Silva NFF, Mesquita FN, Araújo PCS, Rosa TC, Mesquita-Neto JN.
Ribeiro AP, et al. Among authors: mesquita neto jn.
PLoS Comput Biol. 2021 Sep 16;17(9):e1009426. doi: 10.1371/journal.pcbi.1009426. eCollection 2021 Sep.
PLoS Comput Biol. 2021.
PMID: 34529654
Free PMC article.
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Nectar Secretion of Floral Buds of Tococa guianensis Mediates Interactions With Generalist Ants That Reduce Florivory.
Mesquita-Neto JN, Paiva EAS, Galetto L, Schlindwein C.
Mesquita-Neto JN, et al.
Front Plant Sci. 2020 May 21;11:627. doi: 10.3389/fpls.2020.00627. eCollection 2020.
Front Plant Sci. 2020.
PMID: 32508868
Free PMC article.
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Heteranthery as a solution to the demand for pollen as food and for pollination - Legitimate flower visitors reject flowers without feeding anthers.
Mesquita-Neto JN, Costa BKP, Schlindwein C.
Mesquita-Neto JN, et al.
Plant Biol (Stuttg). 2017 Nov;19(6):942-950. doi: 10.1111/plb.12609. Epub 2017 Aug 28.
Plant Biol (Stuttg). 2017.
PMID: 28762598
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Minimum size threshold of visiting bees of a buzz-pollinated plant species: consequences for pollination efficiency.
Mesquita-Neto JN, Vieira ALC, Schlindwein C.
Mesquita-Neto JN, et al.
Am J Bot. 2021 Jun;108(6):1006-1015. doi: 10.1002/ajb2.1681. Epub 2021 Jun 10.
Am J Bot. 2021.
PMID: 34114214
Free article.
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