This study explores the significant influence of micro-environmental factors on carcass decomposition and insect colonization, with a particular emphasis on detailed insect community analysis. The research employed an innovative approach by placing two pig carcasses in contrasting environments that one in a sunlit open field and the other in a shaded forest. The findings revealed dynamic shifts in insect diversity in the sunlit area, characterized by a rapid increase followed by a decrease, in contrast to the more steady, gradual changes observed in the shaded area. This contrast highlights the sensitivity of insect communities to even minor changes in environmental conditions like sunlight and temperature. It unveils the nuanced ways in which such factors shape the composition and dynamics of insect communities. These insights are crucial for the field of forensic entomology, enhancing the accuracy of post-mortem interval estimations. By providing a clearer understanding of how different micro-environmental conditions influence insect activity and decomposition processes, this study significantly contributes to the refinement of forensic methodologies.

Over four years (2020–2023), 305 traps were strategically placed across South Korea to collect data on Vespidae species. Our findings showed that Vespula flaviceps, Vespa crabro, and Vespula koreensis were the most frequently encountered species. Vespa velutina was also widespread, suggesting its successful integration into local ecosystems. The ARL analysis, using the “apriori” algorithm, identified significant co-occurrence patterns and potential interactions. The rules generated indicated both competitive and coexistent relationships with varying levels of association strength across different regions. Clustering analyses, including hierarchical and k-means clustering, grouped species based on their occurrence similarities. The distinct clusters formed in the analysis highlighted the unique ecological roles and interactions of V. velutina and other Vespidae species in South Korean ecosystems.

We attempted to estimate potential habitats of Clithon retropictus and to determine the community structure of benthic macroinvertebrates by presence of C. retropictus. 2016 to 2018 database of “Survey and Assessment of Estuary Ecosystem Health” by the Ministry of Environment were used to identify the distribution site of C. retropictus. The occupancy model was applied to estimate the potential habitat of C. retropictus. Four diversity indices were used to confirm the community structure of benthic macroinvertebrates. C. retropictus was found in the southern coast area and part of the east coast, and this pattern was consistent with previous studies. Additionally, the occupancy model predicted that a potential habitat of C. retropictus could appear in the west coast area. The community structure of benthic macroinvertebrates was relatively high at the site with C. retropictus than the site without C. retropictus. Therefore, the occupancy model can be considered when conserving C. retropictus inhabiting a limited area. Additionally, C. retropictus can be used to the indicator species that can represent the brackish water environment.