Table 1 Carbon-neutral-capacity evaluation index system for the Yellow River basin.

From: Evaluation of provincial carbon-neutral capacities in the Yellow River basin using DPSIR

Target layer

Subsystem layer

Index layer

Variable

Description and description

Properties

Notes

Evaluation of provincial carbon neutral capacity in the Yellow River Basin

Driving (D)

GDP per capita

d1

Measure people's living standard (Yuan)

 + 

5,9,18,23

GDP per capita growth rate

d2

Measure the growth rate of regional economic growth (%)

 + 

18

Provincial population growth rate

d3

Measure the regional population growth rate (%)

9,18,23

Provincial permanent population

d4

Characterizing the provincial population distribution (10,000 people)

18

Urbanization level

d5

The process and degree of population aggregation toward the city (%)

 + 

2,5,9,18,23

Industrial output value growth rate

d6

Industrial production growth degree (%)

2,18,21

Approved patents ratio

d7

Regional scientific and technological innovation capacity

 + 

2,5

Afforestation areas

d8

Measure the ecological improvement capacity of the area (ha/person)

 + 

2,9

Pressure (P)

Energy consumption per capita

p1

Capacity to consume energy per person (tons of standard coal/person)

2,18,23

Carbon emissions per capita

p2

Total carbon emissions per person (ton/person)

20,21,23

Cars per capita

p3

Measure traffic carbon pollution (vehicle/person)

2,18

Average annual heating days

p4

Impact of heating (days)

21

living area per capita

p5

Impact of construction industry (m 2/person)

 + 

2,18,21,22

Status (S)

proportion of renewable energy power

s1

Measure the regional dependence on traditional energy generation (%)

 + 

2,18

Carbon absorption to carbon emission ratio

s2

Total regional carbon absorption/total carbon emissions (%)

 + 

21,22

GDP proportion of the secondary industry

s3

GDP of processing and manufacturing industry/GDP of region (%)

2,18,20,22

Proportion of national hygiene cities

s4

The province was selected as National Health City/all cities in the province (%)

 + 

22

GDP proportion of the tertiary industry

s5

Service sector GDP gross value/regional GDP gross value (%)

 + 

2,18,20,22

Cultivated land area per capita

s6

Per capita cultivated land area (mu/person)

 + 

18

Regional air qualified rate

s7

Number of days the air quality meets the standard/365

 + 

18,20,22

Annual average flow

s8

liquid volume flowing through a section (m3/s)

 + 

22

Water qualified rate

s9

Number of days of Yellow River/(%)

 + 

22

Impact (I)

Annual average temperature change rate

i1

Measure the stability of the regional temperature (℃)

21

Carbon dioxide concentration

i2

Regional air CO2 contains (%)

18,20

Air pollution index

i3

Measures the quality of regional air quality

18,20,22

Proportion of soil erosion

i4

Provincial soil and soil loss area/provincial total land area (%)

22

Comprehensive pollution index of water quality

i5

The method of evaluating the water environmental quality is divided into six levels

18,22

Waste water discharge volume

i6

Total annual wastewater discharge (ton/year)

2,18

Response (R)

Proportion of photovoltaic power

r1

Solar power generation/total power generation: (%)

 + 

2

Percentage of the forestry and grass coverage

r2

Measure the ability of the natural environment to absorb carbon absorption (%)

 + 

2,18,20,22

Public transport travel ratio

r3

Environmental impact of carbon emissions from traffic (%)

 + 

2,20

Proportion of wind power

r4

Wind power generation/total power generation: (%)

 + 

2

Comprehensive utilization percentage of industrial solid waste

r5

Comprehensive utilization of industrial solid waste accounts for industrial solid waste production (%)

 + 

2,18,20,22

Centralized treatment rate of urban sewage

r6

Percentage of sewage treated by urban centralized sewage treatment plant and urban sewage discharge (%)

 + 

20,22

Low-carbon economic development plan

r7

Government response to carbon neutrality

 + 

18,20

Urban road areas per capita

r8

Reacting the congestion of urban traffic (m2/person)

 + 

20

Hydropower station capacity

r9

Measure the dependence on new energy generation (GW)

 + 

22