Drought Forecasting Using Neural Networks, Wavelet Neural Networks, and Stochastic Models: Case of the Algerois Basin in North Algeria-Reference-Cited by-同舟云学术

Drought Forecasting Using Neural Networks, Wavelet Neural Networks, and Stochastic Models: Case of the Algerois Basin in North Algeria

Published:2016-03-28 Issue:7 Volume:30 Page:2445-2464
ISSN:0920-4741
Container-title:Water Resources Management
language:en
Short-container-title:Water Resour Manage

Author:

Djerbouai Salim,Souag-Gamane Doudja

Publisher

Springer Science and Business Media LLC

Subject

Water Science and Technology,Civil and Structural Engineering

Link

http://link.springer.com/content/pdf/10.1007/s11269-016-1298-6.pdf

Reference51 articles.

1. Adamowski J, Sun K (2010) Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds. J Hydrol 390:85–91

2. Akaike H (1974) A look at the statistical model identification. IEEE Trans Autom Control AC 19:716–723

3. ASCE Task Committee on Application of Artificial Neural Networks in Hydrology (2000) Artificial neural networks in hydrology. I. Preliminary concepts. J Hydrol Eng 5(2):124–137

4. Aussem A, Campbell J, Murtagh F (1998) Wavelet-based feature extraction and decomposition strategies for financial forecasting. J Comput Intel Finan 6(2):5–12

5. Avilès A, Célleri R, Paredes J, Solera A (2015) Evaluation of Markov chain based drought forecasts in an Andean regulated River Basin using the skill scores RPS and GMSS. Water Resour Manag 29:1949–1963

Cited by 88 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Attribution of hydrological droughts in large river-connected lakes: Insights from an explainable machine learning model;Science of The Total Environment;2024-11

2. Prediction of Precipitation-Temperature Data and Drought Assessment of Turkey with Stochastic Time Series Models;Pure and Applied Geophysics;2024-08-19

3. Brahmaputra River (Pandu Station) Flow Prediction Using MLR, ANN, and RF Models Combined with Wavelet Transform;KSCE Journal of Civil Engineering;2024-08-06

4. Improving Drought Prediction Accuracy: A Hybrid EEMD and Support Vector Machine Approach with Standardized Precipitation Index;Water Resources Management;2024-06-29

5. Utilizing machine learning and CMIP6 projections for short-term agricultural drought monitoring in central Europe (1900–2100);Journal of Hydrology;2024-04