Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting"
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下载链接:
https://zenodo.org/record/3558773
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资源简介:
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)
创建时间:
2020-11-19



