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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

Table 7 \(\hbox {CO}_2\) clusters with the highest within-cluster emissions (Kt \(\hbox {CO}_2\) eq.) induced by the final demand of the US construction dataset for the following two cases: the Kagawa et al. (2015) clustering and the robustest clustering of the experiment (\(\xi =0.4\))

From: The robustest clusters in the input–output networks: global \(\hbox {CO}_2\) emission clusters

Rank

Kagawa et al. (2015)

Experiment (\(\xi =0.4\))

Cluster name

Industrial sectors

Within-cluster sum

Cluster name

Industrial sectors

Within-cluster sum

1

American cluster (1)

USA: Mining and Quarrying

120,033

American cluster (C5)

USA: Mining and Quarrying

162,275

  

USA: Coke, Refined Petroleum and Nuclear Fuel

  

USA: Coke, Refined Petroleum and Nuclear Fuel

 
  

USA: Other Non-Metallic Mineral

  

USA: Other Non-Metallic Mineral

 
  

USA: Basic Metals and Fabricated Metal

  

USA: Basic Metals and Fabricated Metal

 
  

USA: Electricity, Gas and Water Supply

  

USA: Electricity, Gas and Water Supply

 
  

USA: Construction

  

USA: Construction

 
  

USA: Inland Transport

  

USA: Inland Transport

 
     

USA: Wood and Products of Wood and Cork

 
     

USA: Pulp, Paper, Paper, Printing and Publishing

 
     

USA: Chemicals and Chemical Products

 
     

USA: Rubber and Plastics

 
     

USA: Wholesale Trade and Commission Trade,

 
     

Except of Motor Vehicles and Motorcycles

 
     

USA: Retail Trade, Except of Motor Vehicles and

 
     

Motorcycles; Repair of Household Goods

 
     

USA: Air Transport

 
     

USA: Other Supporting and Auxiliary Transport

 
     

Activities; Activities of Travel Agencies

 
     

USA: Financial Intermediation

 
     

USA: Renting of M&Eq and Other Business Activities

 
     

USA: Other Community, Social and Personal Services

 

2

Chinese cluster

CHN: Agriculture, Hunting, Forestry and Fishing

12,900

Chinese cluster (C6)

CHN: Agriculture, Hunting, Forestry and Fishing

13,037

  

CHN: Mining and Quarrying

  

CHN: Mining and Quarrying

 
  

CHN: Food, Beverages and Tobacco

  

CHN: Food, Beverages and Tobacco

 
  

CHN: Textiles and Textile Products

  

CHN: Textiles and Textile Products

 
  

CHN: Wood and Products of Wood and Cork

  

CHN: Wood and Products of Wood and Cork

 
  

CHN: Pulp, Paper, Paper, Printing and Publishing

  

CHN: Pulp, Paper, Paper, Printing and Publishing

 
  

CHN: Coke, Refined Petroleum and Nuclear Fuel

  

CHN: Coke, Refined Petroleum and Nuclear Fuel

 
  

CHN: Chemicals and Chemical Products

  

CHN: Chemicals and Chemical Products

 
  

CHN: Rubber and Plastics

  

CHN: Rubber and Plastics

 
  

CHN: Other Non-Metallic Mineral

  

CHN: Other Non-Metallic Mineral

 
  

CHN: Basic Metals and Fabricated Metal

  

CHN: Basic Metals and Fabricated Metal

 
  

CHN: Machinery, Nec

  

CHN: Machinery, Nec

 
  

CHN: Electrical and Optical Equipment

  

CHN: Electrical and Optical Equipment

 
  

CHN: Electricity, Gas and Water Supply

  

CHN: Electricity, Gas and Water Supply

 
  

CHN: Inland Transport

  

CHN: Inland Transport

 
  

CHN: Renting of M&Eq and Other Business Activities

  

CHN: Renting of M&Eq and Other Business Activities

 
     

CHN: Hotels and Restaurants

 
     

KOR: Agriculture, Hunting, Forestry and Fishing

 
     

KOR: Food, Beverages and Tobacco

 

3

American cluster (2)

USA: Agriculture, Hunting, Forestry and Fishing

7458

Big cluster (C8)

(570 elements)

3816

  

USA: Food, Beverages and Tobacco

    
  

USA: Textiles and Textile Products

    
  

USA: Wood and Products of Wood and Cork

    
  

USA: Pulp, Paper, Paper, Printing and Publishing

    
  

USA: Chemicals and Chemical Products

    
  

USA: Rubber and Plastics

    
  

USA: Wholesale Trade and Commission Trade,

    
  

Except of Motor Vehicles and Motorcycles

    
  

USA: Retail Trade, Except of Motor Vehicles and

    
  

Motorcycles; Repair of Household Goods

    
  

USA: Hotels and Restaurants

    
  

USA: Air Transport

    
  

USA: Other Supporting and Auxiliary Transport

    
  

Activities; Activities of Travel Agencies

    
  

USA: Post and Telecommunications

    
  

USA: Financial Intermediation

    
  

USA: Renting of M&Eq and Other Business Activities

    
  

USA: Other Community, Social and Personal Services

    
  

ROW: Chemicals and Chemical Products

    

4

Rest of the world cluster

ROW: Mining and Quarrying

3869

Rest of the world cluster (C7)

ROW: Mining and Quarrying

3264

  

ROW: Electricity, Gas and Water Supply

  

ROW: Electricity, Gas and Water Supply

 
  

ROW: Inland Transport

  

ROW: Inland Transport

 
  

ROW: Water Transport

  

ROW: Water Transport

 
  

ROW: Rubber and Plastics

    
  

ROW: Renting of M&Eq and Other Business Activities

    

5

Canadian cluster

CAN: Mining and Quarrying

1533

Russian cluster

RUS: Mining and Quarrying

1297

  

CAN: Pulp, Paper, Paper, Printing and Publishing

  

RUS: Basic Metals and Fabricated Metal

 
  

CAN: Coke, Refined Petroleum and Nuclear Fuel

  

RUS: Coke, Refined Petroleum and Nuclear Fuel

 
  

CAN: Electricity, Gas and Water Supply

  

RUS: Electricity, Gas and Water Supply

 
  

CAN: Wholesale Trade and Commission Trade,

  

RUS: Wholesale Trade and Commission Trade,

 
  

Except of Motor Vehicles and Motorcycles

  

Except of Motor Vehicles and Motorcycles

 
  

CAN: Chemicals and Chemical Products

  

RUS: Chemicals and Chemical Products

 
  

CAN: Inland Transport

  

RUS: Inland Transport

 
  

CAN: Agriculture, Hunting, Forestry and Fishing

    
  

CAN: Wood and Products of Wood and Cork

    
  

CAN: Basic Metals and Fabricated Metal

    
  

CAN: Retail Trade, Except of Motor Vehicles and

    
  

Motorcycles; Repair of Household Goods

    
  

CAN: Renting of M&Eq and Other Business Activities

    
  

CAN: Other Community, Social and Personal Services