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Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series d...

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series d...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2917956842

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

About this item

Full title

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

Publisher

Berlin/Heidelberg: Springer Berlin Heidelberg

Journal title

Soft computing (Berlin, Germany), 2020-11, Vol.24 (21), p.16453-16482

Language

English

Formats

Publication information

Publisher

Berlin/Heidelberg: Springer Berlin Heidelberg

More information

Scope and Contents

Contents

Non-predictive or inaccurate weather forecasting can severely impact the community of users such as farmers. Numerical weather prediction models run in major weather forecasting centers with several supercomputers to solve simultaneous complex nonlinear mathematical equations. Such models provide the medium-range weather forecasts, i.e., every 6 h...

Alternative Titles

Full title

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2917956842

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2917956842

Other Identifiers

ISSN

1432-7643

E-ISSN

1433-7479

DOI

10.1007/s00500-020-04954-0

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