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Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting" - MaRDI portal

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Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting"

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DOI10.5281/zenodo.3558774Zenodo3558774MaRDI QIDQ6682328

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 30 November 2019

Copyright license: No records found.



Description

This page includes spatiotemporal datasets used in the paper STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting. ARIMA and deep learning models use datasets, as follow: ARIMA models baseline-chirps-1981-2019.nc (rainfall data) baseline-ucar-1979-2015.nc (temperature data) Deep learning models: 5-step ahead: dataset-chirps-1981-2019-seq5-ystep5.nc (rainfall data) dataset-ucar-1979-2015-seq5-ystep5.nc (temperature data) 15-step ahead: dataset-chirps-1981-2019-seq5-ystep15.nc (rainfall data) dataset-ucar-1979-2015-seq5-ystep15.nc (temperature data)






This page was built for dataset: Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting"

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