Open access
Aug 2026
Deep learning-based prediction of negative air ion concentrations using TCN-attention and meteo-temporal fusion transformer
A 1-day prediction model TCN-Attention and a 7-day sliding prediction model MTFT (Meteo-Temporal Fusion Transformer) were developed, highlighting the temporal stability of the meteorology–NAI relationship as an important factor in seasonal predictability.
Gu Zhang, Ming-Jian Zeng, Wenwen Ai et al.
· Frontiers in Environmental S... · 0 citations