Nowcast flood predictions in the Amazon watershed based on the remotely sensed rainfall product PDIRnow and artificial neural networks
Author:
Funder
Universitade Federal do Mato Grosso
Coordenação de Aperfeiçoamentode Pessoal de Nível Superior
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s10661-024-12396-6.pdf
Reference47 articles.
1. Ali, S., & Shahbaz, M. (2020). Streamflow forecasting by modeling the rainfall–streamflow relationship using artificial neural networks. Modeling Earth Systems and Environment, 6(3), 1645–1656. https://doi.org/10.1007/s40808-020-00780-3
2. Araújo, C. B., Dantas Neto, S. A., & Souza Filho, F. D. A. (2015). Streamflow forecasting for the dam Orós/CE from hydrometeorological data using perceptrons. Revista Brasileira De Meteorologia, 30, 37–46. https://doi.org/10.1590/0102-778620140048
3. Asadi, S., Shahrabi, J., Abbaszadeh, P., & Tabanmehr, S. A. (2013). A new hybrid artificial neural networks for rainfall-runoff process modeling. Neurocomputing, 121, 470–480. https://doi.org/10.1016/j.neucom.2013.05.023
4. Berkhahn, S., Fuchs, L., & Neuweiler, I. (2019). An ensemble neural network model for real-time prediction of urban floods. Journal of Hydrology, 575, 743–754. https://doi.org/10.1016/j.jhydrol.2019.05.066
5. Chebii, S. J., Mukolwe, M. M., & Ong’or, B. I. (2022). River flow modelling for flood prediction using artificial neural network in ungauged Perkerra catchment, Baringo County, Kenya. Water Practice and Technology, 17(4), 914–929. https://doi.org/10.2166/wpt.2022.034
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