Guangdong Province Environmental Monitoring Center

First report of the complete mitochondrial genome of Microtendipes famiefeus Sasa, 1996 (Diptera: Chironomidae)

The complete mitochondrial genome of Microtendipes famiefeus was sequenced in this study. The circular mitogenome is 16,034 bp and comprises 13 protein-coding genes, 22 tRNAs, two rRNAs, and one control region. The mitogenome exhibits a strong A + T bias (76.4%) and a conserved g...

Integrating Grid-Based Random Forest Predictions with Slope Units for Landslide Susceptibility Mapping

Landslide susceptibility mapping identifies terrain prone to slope failure under comparable environmental and triggering conditions. Grid-based machine-learning outputs can be spatially fragmented and difficult to translate into slope-scale mitigation. We developed a two-stage gr...

Temporal Evolution and Vertical Distribution of Size-Resolved Aerosol Composition and Mixing State within the Boundary Layer Using an Unmanned Aerial Vehicle

Abstract Characteristics of individual particles and aerosol mixing state strongly influence atmospheric chemistry, radiation, and cloud formation yet remain poorly constrained. Here, we investigated the spatiotemporal evolution of size-resolved particle composition in a coastal...

Multi-Task LSTM-Attention with Adaptive Isolation Forest for Intelligent Project Implementation Monitoring

Abstract Manual oversight of funded research projects does not scale. Progress delays, budget irregularities, and superficial reportingoften go undetected until final acceptance, while existing detection methods struggle to distinguish legitimate scheduleadjustments from genuine...

A MultitaskLarge Reasoning Model for Molecular Science

Abstract Artificial intelligence in molecular science must move beyond pattern recognition toward chemically valid and interpretable reasoning. We present a task-adaptive large reasoning model that integrates chemical knowledge through a synergistic multispecialist architecture,...

Elevated aerosol layers within the daytime mixed layer over ecologically sensitive areas of northwest China: diurnal variation, formation mechanisms and regional effects

Abstract. The cyclic processes of aerosol evolution have a profound impact on regional climate, water resources and ecosystems. However, studies on diurnal variations of aerosol vertical distribution in typical ecologically sensitive areas remain scarce due to limited availabilit...