Work

Research on the PWV prediction model based on the ERA5-PWV calibration and WOA-RNN-BiLSTM-multihead-attention fusion algorithms

Year: 2025

Type: article

Source: Atmospheric Research

DOI: 10.1016/j.atmosres.2025.108238

Authors: Kai Li, Li Li, Jie Tang, Galina Dick, Jens Wickert, Hang Yu, Qimin He, Zhounan Dong

Institutions: Beijing Normal University, Suzhou University of Science and Technology, GFZ Helmholtz Centre for Geosciences, Beijing Normal University, Zhuhai

Language: English

Topic: Hydrological Forecasting Using AI

Subfield: Environmental Engineering

Field: Environmental Science

Domain: Physical Sciences

SDG: Climate action

Open Access status: closed

Funders: National Natural Science Foundation of China, Science and Technology Support Program of Jiangsu Province, State Key Laboratory of Geodesy and Earth's Dynamics, Graduate Research and Innovation Projects of Jiangsu Province

Awards: G15871333, G3828528322, G4207106743, G5075220154, G6873520168, G8030558748

OpenAlex ID: W4410711512

FWCI: 3.388

Cites: 62

Cited by: 12

Related to: 10