Published November 30, 2019
| Version 1.0.0
Dataset
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Temperature and rainfall datasets for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting"
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)
Files
Files
(14.8 GB)
| Name | Size | Download all |
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md5:dc726eea447b63b38460d0a09a56c5a7
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139.8 MB | Download |
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md5:a1698932eb1bacdea16ef31fed443cb0
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221.6 MB | Download |
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md5:938a66e45fed012e20dba128809a861a
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4.2 GB | Download |
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md5:3b1ae5c16b83e08e45ce021c3a2e1052
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1.4 GB | Download |
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md5:6ec5315b9cb8dd5729ee1a87dbff82e7
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6.6 GB | Download |
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md5:f5f1816b692fde89d2827115656089a5
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2.2 GB | Download |