Published on 01 January 2025

A Novel Adaptive Time-Scale Decomposition Fused LSTM-Transformer Framework (ATSD-LT) for TCWV Prediction

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Xu, Longhao;Kebiao, Mao

Description

This dataset includes total column water vapor (TCWV), temperature, precipitation, and related data for the research article titled "A Novel Adaptive Time-Scale Decomposition Fused LSTM-Transformer Framework (ATSD-LT) for TCWV Prediction" by the research team. The data are sourced from ECMWF ERA5 reanalysis, NOAA global TCWV, and IGRA radiosonde observations. These materials support replication of the study's findings on TCWV forecasting and are available under a Creative Commons Attribution 4.0 International License.

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Zenodo

Keywords

Climate change