Forecasting streamflow and water availability in a Brazilian semi-arid watershed

Understanding hydrological dynamics in semi-arid regions is challenging due to high climate variability and limited data availability. Studies have been conducted using hydrological modelling as a tool to overcome such limitations. This challenge intensifies when considering future scenarios, particularly the effects of climate change on hydrometeorological variables. In this context, this study aimed to: (i) assess the accuracy of a hydrological model in simulating discharge in a mesoscale watershed located in the Brazilian semi-arid region for different time steps and (ii) evaluate the impact of changes in the reference evapotranspiration (ET0) pattern of the watershed on local water availability. The results showed that the hydrological model can represents the watershed's streamflow very well over an annual time step with Nash-Sutcliffe Efficiency (NSE) = 0.83, Coefficient of Determination (R²) = 0.9 and Root Mean Square Error (RMSE) = 0.16 m3.s-1. It was also found that changes in ET0 have a non-linear effect on the watershed's streamflow, and a 15% increase in the ET0 trend resulted in a 23% reduction in local water availability.

Authors

Institutions

Publication Details

Journal
Anais da Academia Brasileira de Ciências
Published
2025-01-01
DOI
https://doi.org/10.1590/0001-3765202520240504
Primary Topic
Hydrology and Watershed Management Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Forecasting streamflow and water availability in a Brazilian semi-arid watershed

Gabriela dos Santos Gonnçalves Lima, José Carlos de Araújo, José Brenno Carneiro de Lima
Anais da Academia Brasileira de Ciências
Hydrology and Watershed Management Studies
article

Forecasting streamflow and water availability in a Brazilian semi-arid watershed

Gabriela dos Santos Gonnçalves Lima, José Carlos de Araújo, José Brenno Carneiro de Lima
article en

Abstract

Understanding hydrological dynamics in semi-arid regions is challenging due to high climate variability and limited data availability. Studies have been conducted using hydrological modelling as a tool to overcome such limitations. This challenge intensifies when considering future scenarios, particularly the effects of climate change on hydrometeorological variables. In this context, this study aimed to: (i) assess the accuracy of a hydrological model in simulating discharge in a mesoscale watershed located in the Brazilian semi-arid region for different time steps and (ii) evaluate the impact of changes in the reference evapotranspiration (ET0) pattern of the watershed on local water availability. The results showed that the hydrological model can represents the watershed's streamflow very well over an annual time step with Nash-Sutcliffe Efficiency (NSE) = 0.83, Coefficient of Determination (R²) = 0.9 and Root Mean Square Error (RMSE) = 0.16 m3.s-1. It was also found that changes in ET0 have a non-linear effect on the watershed's streamflow, and a 15% increase in the ET0 trend resulted in a 23% reduction in local water availability.

Anais da Academia Brasileira de CiênciasVol. 97(4)
Universidade Federal do Ceará (BR)
Openalex Percentile: Top 71%
Hydrology and Watershed Management Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Forecasting streamflow and water availability in a Brazilian semi-arid watershed — Gabriela dos Santos Gonnçalves Lima, José Carlos de Araújo, et al. · Anais da Academia Brasileira de Ciências (2025) | TGRS Research Map | TGRS