Proving reduction of CO2 emissions after 2005

Proving reduction of CO2 emission

2016 Spring semester Data-mining Analysis

Sungkyunkwan University

Library and Information Science

2011312552

Minsu Kim

Contents

1

Background

2

Hypothesis

3

Data

4

Analysis

5

Result


Proving reduction of CO2 emission

1 Background


Kyoto Protocol

An international treaty which extends the 1992 United Nations

Framework Convention on Climate Change (UNFCCC) that commits

State Parties to reduce greenhouse gas emissions, based on the

premise that (a) global warming exists and (b) human-

made CO2 emissions have caused it. The Kyoto Protocol was

adopted in Kyoto, Japan, on 11 December 1997 and entered into

force on 16 February 2005. There are currently 192 parties

(Canada withdrew effective December 2012)[4] to the Protocol.

https://en.wikipedia.org/wiki/Kyoto_Protocol

1 Background


Kyoto Protocol

http://unfccc.int/national_reports/annex_i_natcom/submitted_natcom/items/7742.php

Australia European Union Latvia Romania

Austria Finland Liechtenstein Russian Federation

Belarus France Lithuania Slovakia

Belgium Germany Luxembourg Slovenia

Bulgaria Greece Malta Spain

Canada Hungary Monaco Sweden

Croatia Iceland Netherlands Switzerland

Cyprus Ireland New Zealand Turkey

Czech Republic Italy Norway Ukraine

Denmark Japan Poland United Kingdom

Estonia Kazakhstan Portugal United States of America

1 Background


Greenhouse Gases

• Water vapor (H2O)

• Carbon dioxide (CO2)

• Methane (CH4)

• Nitrous oxide (N2O)

• Ozone (O3)

• Chlorofluorocarbons (CFCs)

https://en.wikipedia.org/wiki/Greenhouse_gas

2 Hypothesis


Questions

Do they putting effort to reduce emission of CO2?

If then how do we know that?

3 Data


Questions

Do they putting effort to reduce emission of CO2?

If then how do we know that?

http://data.worldbank.org

3 Data


Datasets

• CO2 Emissions per Capita(1960~2015)

• Populations(1960~2015)

• GDP(1960~2015)

• Energy Use per Capita(1960~2015)


3 Data


Data Cleansing

3 Data



4 Analysis


Basic Statistics(Structure)

4 Analysis


Basic Statistics(Summary)

4 Analysis


Statistics(cor.test)

4 Analysis


Basic Statistics(Line Graph)

4 Analysis


Prediction


4 Analysis

Line Graph(with prediction line)

5 Result


Which countries had been failed?

Thank you


Proving reduction of CO2 emissions after 2005

Environment

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