Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet
Drought is one of the important natural disasters that may happen in any climate conditions. Since drought is inevitable phenomenon, therefore familiar with that natural disaster is very important for reliable water management. Drought prediction system design is one of the efficient ways that it ca...
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| Format: | Article |
| Language: | English |
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Water and Wastewater Consulting Engineers Research Development
2012-10-01
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| Series: | آب و فاضلاب |
| Subjects: | |
| Online Access: | http://www.wwjournal.ir/article_1936_953f28d852e5ad9c18be740c3321bd77.pdf |
| _version_ | 1818450204033024000 |
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| author | Yousef Hassanzadeh Amin Abdi Kordani Ahmad Fakheri Fard |
| author_facet | Yousef Hassanzadeh Amin Abdi Kordani Ahmad Fakheri Fard |
| author_sort | Yousef Hassanzadeh |
| collection | DOAJ |
| description | Drought is one of the important natural disasters that may happen in any climate conditions. Since drought is inevitable phenomenon, therefore familiar with that natural disaster is very important for reliable water management. Drought prediction system design is one of the efficient ways that it can minimize the drought damages. In this research for predicting the coming drought, genetic algorithm and conjoined model of neural network-wavelet is used for analyzing standardized precipitation index. The results show that genetic algorithm and conjoined model of neural network-wavelet is more satisfactory than genetic algorithm and neural network. |
| first_indexed | 2024-12-14T20:47:35Z |
| format | Article |
| id | doaj.art-f748c36389314ce7b9b137846f7b2a60 |
| institution | Directory Open Access Journal |
| issn | 1024-5936 2383-0905 |
| language | English |
| last_indexed | 2024-12-14T20:47:35Z |
| publishDate | 2012-10-01 |
| publisher | Water and Wastewater Consulting Engineers Research Development |
| record_format | Article |
| series | آب و فاضلاب |
| spelling | doaj.art-f748c36389314ce7b9b137846f7b2a602022-12-21T22:47:58ZengWater and Wastewater Consulting Engineers Research Developmentآب و فاضلاب1024-59362383-09052012-10-0123348591936Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-WaveletYousef Hassanzadeh0Amin Abdi Kordani1Ahmad Fakheri Fard2Prof. of Civil Eng., Dept. of Water Eng., University of Tabriz, TabrizPh.D. Student of Civil Eng., Dept. of Water Eng., University of Tabriz, TabrizAssoc. Prof. of Water Eng., College of Agriculture, University of Tabriz, TabrizDrought is one of the important natural disasters that may happen in any climate conditions. Since drought is inevitable phenomenon, therefore familiar with that natural disaster is very important for reliable water management. Drought prediction system design is one of the efficient ways that it can minimize the drought damages. In this research for predicting the coming drought, genetic algorithm and conjoined model of neural network-wavelet is used for analyzing standardized precipitation index. The results show that genetic algorithm and conjoined model of neural network-wavelet is more satisfactory than genetic algorithm and neural network.http://www.wwjournal.ir/article_1936_953f28d852e5ad9c18be740c3321bd77.pdfDrought ForecastingStandardized Precipitation IndexGenetic algorithmneural networkWavelet |
| spellingShingle | Yousef Hassanzadeh Amin Abdi Kordani Ahmad Fakheri Fard Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet آب و فاضلاب Drought Forecasting Standardized Precipitation Index Genetic algorithm neural network Wavelet |
| title | Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet |
| title_full | Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet |
| title_fullStr | Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet |
| title_full_unstemmed | Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet |
| title_short | Drought Forecasting Using Genetic Algorithm and Conjoined Model of Neural Network-Wavelet |
| title_sort | drought forecasting using genetic algorithm and conjoined model of neural network wavelet |
| topic | Drought Forecasting Standardized Precipitation Index Genetic algorithm neural network Wavelet |
| url | http://www.wwjournal.ir/article_1936_953f28d852e5ad9c18be740c3321bd77.pdf |
| work_keys_str_mv | AT yousefhassanzadeh droughtforecastingusinggeneticalgorithmandconjoinedmodelofneuralnetworkwavelet AT aminabdikordani droughtforecastingusinggeneticalgorithmandconjoinedmodelofneuralnetworkwavelet AT ahmadfakherifard droughtforecastingusinggeneticalgorithmandconjoinedmodelofneuralnetworkwavelet |