It is important for air pollution study and control to understand the relationships between the
concentrations of fine particulate matter and the influencing factors. This study builds a PM2 …

Watershed water quality monitoring is of great significance in the protection and
management of water environments. Because existing water quality prediction algorithms …

Air pollution is a growing problem and poses a challenge to people's healthy lives. Accurate
prediction of air pollutant concentrations is considered the key to air pollution warning and …

Timely and accurate large-scale traffic prediction has gained increasing importance for traffic
management. However, it is a challenging task due to the high nonlinearity of traffic flow and …

Accurate and real-time traffic flow prediction is crucial in intelligent transportation systems
(ITS), and the traditional shallow prediction methods are challenging to capture the …

Urban arterial roads, characterized by high traffic volumes and driveway densities, are prone
to congestion and accidents due to external disturbances. The disturbance from the …

Drought forecasting is crucial for minimizing the effects of drought, alerting people to its
dangers, and assisting decision-makers in taking preventative action. This article suggests …

Due to the spatiotemporal, periodic, and wave characteristics of traffic flow, this paper
considers the continuous traffic flow on the road as a special kind of fluid, and uses the wave …

Traffic flow forecasting is critical in transportation research. However, the excessive
nonlinearity and complexity of spatial and temporal correlations in traffic flow critically restrict …

Accurate traffic flow prediction is a keystone for building intelligent traffic management
systems which have gained attention from researchers because of the availability of the …