Application of artificial intelligence models for the prediction of standardized precipitation evapotranspiration index (SPEI) at Langat River Basin, Malaysia

Application of artificial intelligence models for the prediction of standardized precipitation... •WAANN outperformed WANFIS in predicting short-term and mid-term tropical SPEIs.•Performance measures showed that WAANN predicted SPEI-3 and -6 accurately.•Drought predictions can be used for agricultural and irrigation planning and design. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Computers and Electronics in Agriculture Elsevier

Application of artificial intelligence models for the prediction of standardized precipitation evapotranspiration index (SPEI) at Langat River Basin, Malaysia

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Publisher
Elsevier
Copyright
Copyright © 2017 Elsevier B.V.
ISSN
0168-1699
eISSN
1872-7107
D.O.I.
10.1016/j.compag.2017.12.002
Publisher site
See Article on Publisher Site

Abstract

•WAANN outperformed WANFIS in predicting short-term and mid-term tropical SPEIs.•Performance measures showed that WAANN predicted SPEI-3 and -6 accurately.•Drought predictions can be used for agricultural and irrigation planning and design.

Journal

Computers and Electronics in AgricultureElsevier

Published: Jan 1, 2018

References

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