64 R.G. DEWI ET AL.
Our method is based on the back-casting approach and was devel-
oped to identify ways to meet desirable goals: (1) setting the framework:
base (2005) and target years (2030), environmental targets, target areas,
and number of scenarios; (2) describing and quantifying socioeconomic
assumptions; (3) exploring energy technologies for low-carbon mea-
sures; (4) estimating GHG emissions for the base and target years; and
(5) analysing low-carbon measures that can be used to meet low-carbon
city targets. Projection scenarios developed for this study are BaU and
Mitigation scenario (CM) scenarios. The BaU scenario envisions devel-
opment paths and associated GHG emissions without considering CM
efforts. The CM scenario was developed to envision development paths
to achieving low-carbon city targets.
Over the last decade, the city’s population grew by 1 % p.a. and the econ-
omy grew by 6.5 % p.a. Therefore, the projection (2005–2030) assumes
that the population will continue to grow at the same rate (1 % p.a.) and
that the economy will grow at a slightly faster rate (7 % p.a.). Figure 4.2
presents the population by age group and GDP output for 2005 and 2030.
The fi gure shows that the main contributors to the city’s economy include
the tertiary industry (commercial) followed by the secondary industry
Export by goods
Government expenditure
Import ratio
Input coefficient matrix
Private consumptions
Fixed capital formation
Floor area per outputEnergy service demand per driving force
Energy end-use device share
Energy end-use device energy efficiencyDispersed powergeneration (DPG)
Energy efficiency DPGExogenous variables Parameters Endogenous variablesIOanalysis Output by industryOutput ofcommercial
industryOutput ofmanufacturing
industry Population Number of
household
Commercial building floor
areaFreighttransport
demandPassenger transport
demandEnergy efficiencyFuel share Energy service demand
Final energy demand
Energy demand (DGP) Central powergeneration (CPG)
Energy demand (CPG)
Primary energy supply
CO 2 emssionsPopulation
Household sizeTrip per personTrip distance
Modal share
Freight generation per output
Transport distanceModal shareEnergy efficiency (CPG)
Fuel share (CPG)Transmission loss
(CPG)Own use (CPG)
CO 2 emission factorFig. 4.1 Overview of the Extended Snapshot Tool calculation system (Dewi
et al. 2010 )