Energy consumption and GHG emissions in Kuopio by sector

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Question

What are energy end-consumption and GHG emissions in Kuopio by sector?

Answer

+ Show code- Hide code library(OpasnetUtils) library(ggplot2) objects.latest("Op_en5469", code_name = "answer") emf <- Ovariable(name = "emf", ddata = "Op_en5768", subset = "Emission factors", getddata = FALSE) emf <- EvalOutput(emf) activities <- Ovariable(name = "activities", ddata = "Op_en5768", subset = "Activities", getddata = FALSE) activities <- EvalOutput(activities) activities@output$energy.balanceVar <- gsub(" ", "", activities@output$energy.balanceVar) emissions <- energy.balance * activities * emf ggplot(emissions@output, aes_string(x = "Policy", weight = "energy.balanceResult", fill = "Sector")) + geom_bar() + theme_grey(base_size = 24) + theme(axis.text.x = element_text(angle = 90, hjust = 1))

Rationale

Data

Energy consumption and GHG emissions in Kuopio by sector(GWh,kton CO2e)

Obs	Sector	Year	Energy consumption	GHG emissions	Description
1	Consumers' use of electricity	2010	540	124.6	CO2 raportti 2012/Benviroc Oy
2	Electric heating	2010	135	36.7	CO2 raportti 2012/Benviroc Oy
3	District heating	2010	972	326.5	CO2 raportti 2012/Benviroc Oy
4	Separate heating	2010	405	42.2	CO2 raportti 2012/Benviroc Oy
5	Traffic	2010	648	168.5	CO2 raportti 2012/Benviroc Oy
6	Agriculture	2010	-	27.1	CO2 raportti 2012/Benviroc Oy
7	Waste management	2010	-	28.8	CO2 raportti 2012/Benviroc Oy
8	Kuopio total	2010	2701	755	CO2 raportti 2012/Benviroc Oy
9	Industry and machines	2010	927	141.6	CO2 raportti 2012/Benviroc Oy
10	Industry´s use of electricity	2010	140	32.4	CO2 raportti 2012/Benviroc Oy
11	Industry total	2010	1067	174	CO2 raportti 2012/Benviroc Oy

Emission factors

Emission factors(ton /ktoe)

Obs	Sector	Fuel	CO2	SO2	NOx	PM2.5	PM10
1	Agriculture	Raw coal	3940	23.75	4.18	10.25	20.07
2	Agriculture	Oil products	2870	0.96	0.84	0.67	0.67
3	Industry	Raw coal	3940	5.85	10.45	1.18	3.58
4	Industry	Natural gas	2330	0.42	2.8	0.17	0.17
5	Industry	Oil products	3070	5.81	7.19	0.06	0.23
6	Industry	Coal products	4180	14.59	8.07	0.89	1.28
7	Commerce	Raw coal	3940	23.75	4.18	6.89	11.64
8	Commerce	Natural gas	2330	0.42	0.96	0.17	0.17
9	Commerce	Oil products	2870	0.96	0.84	0.67	0.67
10	Households	Natural gas	2330	0.42	0.96	0.17	0.17
11	Households	Oil products	2870	0.96	0.84	0.67	0.67
12	Households	Coal products	3940	14.59	4.18	6.89	11.64
13	Thermal power	Raw coal	3940	5.85	8.41	1.59	4.81
14	Thermal power	Natural gas	2330	0.42	4.01	0.17	0.17
15	Thermal power	Oil products	3070	5.81	7.19	0.06	0.23
16	Thermal power	Coal products	4180	14.59	8.07	0.89	1.28
17	Heating supply	Raw coal	3940	5.85	8.41	1.59	4.81
18	Heating supply	Natural gas	2330	0.42	4.01	0.17	0.17
19	Heating supply	Oil products	3070	5.81	7.19	0.06	0.23
20	Heating supply	Coal products	4180	14.59	8.07	0.89	1.28

Activities in the energy balance and their connection to emission factors.

Activities(-)

Obs	energy.balanceVar	Sector	Fuel	Dummy
1	CHP oil	Thermal power	Oil products	1
2	CHP peat	Thermal power	Coal products	1
3	CHP renewable	Thermal power	Oil products	1
4	H oil	Heating supply	Oil products	1
5	H biogas	Heating supply	Natural gas	1
6	Ind peat	Industry	Coal products	1
7	Ind oil	Industry	Oil products	1
8	Ind renewable	Industry	Oil products	1
9	Bought electricity	Thermal power	Raw coal	1

See also

Urgenche research project 2011 - 2014: city-level climate change mitigation

Urgenche pages Urgenche main page · Category:Urgenche · Urgenche project page (password-protected) Relevant data Building stock data in Urgenche‎ · Building regulations in Finland · Concentration-response to PM2.5 · Emission factors for burning processes · ERF of indoor dampness on respiratory health effects · ERF of several environmental pollutions · General criteria for land use · Indoor environment quality (IEQ) factors · Intake fractions of PM · Land use in Urgenche · Land use and boundary in Urgenche · Energy use of buildings Relevant methods Building model · Energy balance · Health impact assessment · Opasnet map · Help:Drawing graphs · OpasnetUtils‎ · Recommended R functions‎ · Using summary tables‎ City Kuopio Climate change policies and health in Kuopio (assessment) · Climate change policies in Kuopio (plausible city-level climate policies) · Health impacts of energy consumption in Kuopio · Building stock in Kuopio · Cost curves for energy (prioritization of options) · Energy balance in Kuopio (energy data) · Energy consumption and GHG emissions in Kuopio by sector · Energy consumption classes (categorisation) · Energy consumption of heating of buildings in Kuopio · Energy transformations (energy production and use processes) · Fuels used by Haapaniemi energy plant · Greenhouse gas emissions in Kuopio · Haapaniemi energy plant in Kuopio · Land use in Kuopio · Building data availability in Kuopio · Password-protected pages: File:Heat use in Kuopio.csv · Kuopio housing City Basel Buildings in Basel (password-protected) Energy balances Energy balance in Basel · Energy balance in Kuopio · Energy balance in Stuttgart · Energy balance in Suzhou

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