The complete mitochondrial genome of Miquel, a plant of the Ericaceae family.

1866 is a deciduous shrub native to Northeast Asia, including Korea, China, and Japan Its polyphenol-rich edible berries may aid in managing chronic diseases. Despite its importance, the mitogenome of this species remains understudied. This study assembled the complete mitogenome, consisting of 626,941 bp with 45.

Performance of convolutional neural network (CNN) and performance influencing factors for wood species classification of Lepidobalanus growing in Korea.

This study aimed to investigate the performance and factors affecting the species classification of convolutional neural network (CNN) architecture using whole-part and earlywood-part cross-sectional datasets of six Korean Quercus species. The accuracy of species classification for each condition was analyzed using the datasets, data augmentation, and optimizers-stochastic gradient descent (SGD), adaptive moment estimation (Adam), and root mean square propagation (RMSProp)-based on a CNN architecture with three to four convolutional layers. The model trained with the augmented dataset yielded significantly superior results in terms of classification accuracy compared to the model trained with the non-augmented dataset.