Assessing two precipitation data sources at basins of special interest to hydropower production in Brazil - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement Accéder directement au contenu
Article Dans Une Revue Revista Brasileria de Recursos Hidricos Année : 2020

Assessing two precipitation data sources at basins of special interest to hydropower production in Brazil

Avaliação de duas fontes de dados de precipitação com especial interesse para produção hidrelétrica no Brasil

Résumé

Accurate estimates of precipitation amounts are necessary to evaluate river flows, assess water-related risks (floods and drought) and quantify water availability for a broad range of water uses, such as water supply, agriculture, navigation and energy production. Especially in the context of operations in the Brazilian electricity sector, where the electrical system is essentially hydrothermal and more than 65% of its production comes from hydroelectric generation, real-time observed precipitation plays a key role as a primary input for hydrological models and river flow forecasting. It is thus crucial to build knowledge on and quantify river basin precipitation and its uncertainties. In this paper, we evaluate two sources of real-time (or near real-time) precipitation data, the TRMM-MERGE dataset from the CPETC and the CPC dataset, distributed by NOAA. Our assessment is based on 41 river basins in South America and covers the period 1997-2017. We investigated differences for different time resolutions (daily, monthly and annual precipitation) and their impact on the simulation of streamflows. Substantial differences were found between the two data sources, which seem to be amplified in the second decade. A spatial trend was found towards higher TRMM-MERGE precipitation values than CPC values when moving from north and west in the study area. We also found evidence that differences in precipitation propagate to simulated flows, with large percent differences in precipitation resulting in even larger percent differences in streamflow.
Fichier principal
Vignette du fichier
2318-0331-rbrh-25-e14.pdf (2.32 Mo) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte

Dates et versions

hal-03170779 , version 1 (16-03-2021)

Identifiants

Citer

Alberto Assis Dos Reis, Wilson dos Santos Fernandes, Maria-Helena Ramos. Assessing two precipitation data sources at basins of special interest to hydropower production in Brazil. Revista Brasileria de Recursos Hidricos, 2020, 25, ⟨10.1590/2318-0331.252020190068⟩. ⟨hal-03170779⟩
25 Consultations
79 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More