Journal cover Journal topic
Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
Research article
19 Apr 2016
Review status
This discussion paper is a preprint. It has been under review for the journal Hydrology and Earth System Sciences (HESS). The manuscript was not accepted for further review after discussion.
Projections of the Affluent Natural Energy (ANE) for the Brazilian electricity sector based on RCP 4.5 and RCP 8.5 scenarios of IPCC-AR5
Cleiton da Silva Silveira1, Francisco de Assis de Souza Filho2, Francisco das Chagas Vasconcelos Junior2,3, and E. Sávio Passos Rodrigues Martins3 1University of International Integration of the Afro-Brazilian Lusophony (UNILAB), Redenção, Brazil
2Department of Hydraulic and Environmental Engineering, Federal Ceará University, Campus do Pici, Fortaleza, Brazil
3Fundação Cearense de Meteorologia e Recursos Hídricos (FUNCEME), Aldeota, Fortaleza, Brazil
Abstract. The Affluent Natural Energy (NAE) of Brazilian hydroelectric exploitations that comprise the National Interconnected System (NIS) was obtained from the projections of global IPCC-AR5 models for RCP 4.5 and RCP 8.5 scenarios. The analysis considered the periods from 2010 to 2039, 2040 to 2069 and 2070 to 2098, under RCP4.5 and RCP8.5 scenarios, in relation to 1950–1999. Streamflows were generated for 21 basins of the National Interconnected System (NIS) by using the hydrological model Soil Moisture Account Procedure (SMAP). The model was initialized by bias-removed monthly precipitation from the Climatic Research Unit (CRU) and estimated potential evapotranspiration using Penman-Monteith method. Streamflows in the other 182 stations of the NIS were obtained using linear regression with monthly streamflow computed by SMAP as predicted variables. NAE was obtained through product between the naturalized streamflow into each station and the productivity from each hydroelectric exploitation. The models projections indicate that the Brazilian hydropower system may suffer reductions in mean annual streamflow on most basins. This decreasing also suggests a reduction in the mean annual NAE values in the NIS. However, on Southern subsystem most models projected increase of annual NAE. This information defines the bounds for potential future streamflow scenarios and it can be used for the adoption of management policies.

Citation: da Silva Silveira, C., de Assis de Souza Filho, F., das Chagas Vasconcelos Junior, F., and Sávio Passos Rodrigues Martins, E.: Projections of the Affluent Natural Energy (ANE) for the Brazilian electricity sector based on RCP 4.5 and RCP 8.5 scenarios of IPCC-AR5, Hydrol. Earth Syst. Sci. Discuss.,, 2016.
Cleiton da Silva Silveira et al.
Interactive discussionStatus: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
Printer-friendly Version - Printer-friendly version      Supplement - Supplement
RC1: 'Review', Anonymous Referee #1, 26 Apr 2016 Printer-friendly Version 
AC1: 'Answer to RC1', Cleiton Silveira, 04 Jun 2016 Printer-friendly Version 
RC2: 'Revision', Anonymous Referee #2, 02 May 2016 Printer-friendly Version 
AC2: 'Answer to RC2', Cleiton Silveira, 08 Jun 2016 Printer-friendly Version 
Cleiton da Silva Silveira et al.
Cleiton da Silva Silveira et al.


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