Institute of Engineering and Sustainable Development;
University of International Integration of the Afro-Brazilian Lusophony;
Redenção;
CEP 62.790-970;
Brazil;
Department of Hydraulic Engineering and Environment;
Federal University of Ceará;
Fortaleza;
CEP 60.451-970;
Brazil;
nonlinear time series analysis; probabilistic streamflow forecasting; reconstructed streamflow data; dryland hydrology; rainfall-runoff modelling; stochastic dynamical systems;