Automated detection and quantification of Enchytraeus crypticus (Oligochaeta: Enchytraeidae) in tropical artificial soil using image analysis

Belini, Valdinei Luís; Felipe, Mayara Caroline; Corbi, Juliano José; Zaiat, Marcelo

doi:10.1007/s10661-022-10317-z

Cited by 2 publications

(1 citation statement)

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“…Therefore, the coarse classification used in our study still provides valuable insights for assessing the hourly dynamics of ground-dwelling invertebrates in field biodiversity monitoring. Furthermore, with the rapid advancement of AI technologies and their application in invertebrate identification [83], such as the SqueezeNet transfer learning model for the tiger beetle [84] and faster region-based convolutional networks for Collembola [85], and their application in invertebrate identification offer solutions to these challenges when integrated with morphological classification methods. Additionally, considering the trophic relationships among collected taxa and defining their roles in soil processes are essential to understand the hourly dynamics of ground-dwelling invertebrate communities in farmland.…”

Section: Hourly Dynamics Of Abundance In Each Taxonmentioning

confidence: 99%

Preliminary Study on Hourly Dynamics of a Ground-Dwelling Invertebrate Community in a Farmland Vineyard

Gao,

Sun,

et al. 2024

Insects

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We evaluated the hourly dynamics of ground-dwelling invertebrate communities in farmland using infrared camera traps between August and September 2022. No significant variations within 24 h nor between any two time points of each day were observed in the taxonomic richness and abundance of the entire community. However, the periods from 4:00 to 7:00 and 13:00 to 20:00 showed relatively high taxonomic richness, while those from 2:00 to 6:00 and 16:00 to 21:00 showed relatively high abundance. Millipede abundance varied significantly in a 24 h period, with higher abundance from 3:00 to 4:00 and 1:00 to 2:00. Additionally, slug, beetle, and grasshopper abundances were significantly higher from 22:00 to 23:00, 17:00 to 18:00, and 23:00 to 24:00, respectively. The abundance of other taxa did not show significant variations between any two time points of a day. Predominant generalist predators showed positive correlation in their activity times. These results suggest that significant variations within each 24 h period are uncommon at either community or taxa (except for millipedes) levels in farmland ground-dwelling invertebrates. Further, while most taxa had significantly preferred active hours, the total community did not. Therefore, hourly dynamics should be considered to understand biodiversity maintenance.

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Section: Hourly Dynamics Of Abundance In Each Taxonmentioning

confidence: 99%