Streamflow prediction based on machine learning models and rainfall estimated by remote sensing in the Brazilian Savanna and Amazon biomes transition
Author:
Funder
FAPEMAT
PROAP/CAPES – SGPP/UFMT
Publisher
Springer Science and Business Media LLC
Subject
Computers in Earth Sciences,Statistics, Probability and Uncertainty,General Agricultural and Biological Sciences,General Environmental Science
Link
https://link.springer.com/content/pdf/10.1007/s40808-023-01837-9.pdf
Reference52 articles.
1. Yaghoubi B, Hosseini SA, Nazif S (2019) Monthly prediction of streamflow using data-driven models. J Earth Syst Sci 128(6):1–15. https://doi.org/10.1007/s12040-019-1170-1
2. Santos CAG, Freire PKMM, Silva RM, Akrami SA (2019) Hybrid wavelet neural network approach for daily inflow forecasting using Tropical Rainfall Measuring Mission data. J Hydrol Eng 24(2):04018062. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001725
3. Tongal H, Booij MJ (2018) Simulation and forecasting of streamflows using machine learning models coupled with base flow separation. J Hydrol 564:266–282. https://doi.org/10.1016/j.jhydrol.2018.07.004
4. Adhikary SK, Muttil N, Yilmaz AG (2017) Improving streamflow forecast using optimal rain gauge network-based input to artificial neural network models. Hydrol Res 49(5):1559–1577. https://doi.org/10.2166/nh.2017.108
5. Peng T, Zhou J, Zhang C, Fu W (2017) Streamflow forecasting using empirical Wavelet transform and Artificial neural networks. Water 9(6):406. https://doi.org/10.3390/w9060406
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