Advances in Transportation Meteorology

• Other Authors: Liu, Duanyang (Editor), Wang, Hongbin (Editor), Zhu, Shoupeng (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Technology: general issues; History of engineering & technology; Transport technology & trades; transportation meteorology; pavement temperature prediction; deep learning; BiLSTM; attention mechanisms; winter icing; air pollution; traffic vitality; built environment; spatial correlation; spatial lag model; phone signaling data; air quality; behavioral habits; activity density; population distribution; land use mix; wind forecast; error decomposition; bias; distribution; sequence; urban meteorology; observation; forecast; early warning; review; China; low-level wind shear; ensemble learning classifiers; Bayesian optimization; SHapley Additive exPlanations; wind shear; go-around; machine learning; dynamic ensemble selection; civil aviation safety; pilot reports; self-paced ensemble; Shapley additive explanations; climate change; climatology; sea ice; marginal sea; East Asia; time-series modeling; pavement temperature; nowcasting; variation characteristics; forecast validation; relative humidity; microwave radiometer data; total rainfall; precipitation duration; vertical distribution; Beijing-Tianjin-Hebei region; rail breakage; frequency; high-speed railway; Siberian high; teleconnection; temperature; Qinling mountains; rainfall; change characteristics; geographical factors; highways; road blockage; fuzzy analytic hierarchy process; CRITIC weight assignment method; road network vulnerability; spatiotemporal distribution; precipitation forecast; ConvLSTM; PredRNN; expressway; agglomerate fog; risk level prediction of fog-related accidents; meteorological conditions; road hidden dangers; traffic flow conditions; visibility; Yellow Sea and Bohai Sea; observation data
• Online Access: DOAB: download the publication; DOAB: description of the publication

Transportation is one of the most crucial aspects across the world, supporting the daily life of human beings and the sustainable development of the whole of society. Generally, meteorology causes various impacts on transportation operation, safety and efficiency. In the context of global warming, i...