Version 1.0.0
Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting"
Castro, Rafaela;Souto, Yania M.;Ogasawara, Eduardo;Porto, Fabio;Bezerra, Eduardo
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)
Citations (0)
No citations found
It looks like this dataset has no citations.
Mentions (0)
No mentions found
It looks like this dataset has not been mentioned in any sources.
Metrics Over Time
Publication Details
DOI
Publisher
Zenodo
Subfield
Environmental Engineering
Field
Environmental Science
Domain
Physical Sciences
Confidence Score
88%
Source
Open Alex
Keywords
spatiotemporal datasetstemperaturerainfall