Literature DB >> 29282533

Modeling of Electric Demand for Sustainable Energy and Management in India Using Spatio-Temporal DMSP-OLS Night-Time Data.

Bismay Ranjan Tripathy1, Haroon Sajjad2, Christopher D Elvidge3, Yu Ting4, Prem Chandra Pandey5,6, Meenu Rani7, Pavan Kumar8.   

Abstract

Changes in the pattern of electric power consumption in India have influenced energy utilization processes and socio-economic development to greater extent during the last few decades. Assessment of spatial distribution of electricity consumption is, thus, essential for projecting availability of energy resource and planning its infrastructure. This paper makes an attempt to model the future electricity demand for sustainable energy and its management in India. The nighttime light database provides a good approximation of availability of energy. We utilized defense meteorological satellite program-operational line-scan system (DMSP-OLS) nighttime satellite data, electricity consumption (1993-2013), gross domestic product (GDP) and population growth to construct the model. We also attempted to examine the sensitiveness of electricity consumption to GDP and population growth. The results revealed that the calibrated DMSP and model has provided realistic information on the electric demand with respect to GDP and population, with a better accuracy of r 2 = 0.91. The electric demand was found to be more sensitive to GDP (r = 0.96) than population growth (r = 0.76) as envisaged through correlation analysis. Hence, the model proved to be useful tool in predicting electric demand for its sustainable use and management.

Entities:  

Keywords:  Fisher Analysis; GDP; Per capita electric consumption; Population; Regression; Remote Sensing

Mesh:

Year:  2017        PMID: 29282533     DOI: 10.1007/s00267-017-0978-1

Source DB:  PubMed          Journal:  Environ Manage        ISSN: 0364-152X            Impact factor:   3.266


  3 in total

1.  The emergence of land change science for global environmental change and sustainability.

Authors:  B L Turner; Eric F Lambin; Anette Reenberg
Journal:  Proc Natl Acad Sci U S A       Date:  2007-12-19       Impact factor: 11.205

2.  A Bright Idea for Measuring Economic Growth.

Authors:  J Vernon Henderson; Adam Storeygard; David N Weil
Journal:  Am Econ Rev       Date:  2011-05

3.  From wealth to health: modelling the distribution of income per capita at the sub-national level using night-time light imagery.

Authors:  Steeve Ebener; Christopher Murray; Ajay Tandon; Christopher C Elvidge
Journal:  Int J Health Geogr       Date:  2005-02-10       Impact factor: 3.918

  3 in total
  2 in total

1.  Measuring industrial lumber production using nighttime lights: A focus study on lumber mills in British Columbia, Canada.

Authors:  Lukas R Jarron; Nicholas C Coops; Dominik Roeser
Journal:  PLoS One       Date:  2022-09-13       Impact factor: 3.752

2.  Decoupling relationship analysis between urbanization and carbon emissions in 33 African countries.

Authors:  Xuelin Duan; Xi Li; Wenfang Tan; Rui Xiao
Journal:  Heliyon       Date:  2022-08-30
  2 in total

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