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Economic Potential for Agricultural Non Economic Potential for Agricultural Non - - CO2 Greenhouse CO2 Greenhouse Gas Mitigation: Gas Mitigation: An Investigation in the United States An Investigation in the United States Bruce A. McCarl Department of Agricultural Economics Texas A&M University U. A. Schneider Departments of Geosciences and Economics Hamburg University Dhazn Gillig Department of Agricultural Economics Texas A&M University Hengchi Lee Department of Economics Western Ontario University Francisco de la Chesnaye U.S. Environment Protection Agency

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Page 1: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Economic Potential for Agricultural NonEconomic Potential for Agricultural Non--CO2 Greenhouse CO2 Greenhouse Gas Mitigation: Gas Mitigation: An Investigation in the United StatesAn Investigation in the United States

Bruce A. McCarlDepartment of Agricultural Economics

Texas A&M University

U. A. SchneiderDepartments of Geosciences and Economics

Hamburg University

Dhazn GilligDepartment of Agricultural Economics

Texas A&M University

Hengchi LeeDepartment of EconomicsWestern Ontario University

Francisco de la ChesnayeU.S. Environment Protection Agency

Page 2: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Economic Potential for Agricultural NonEconomic Potential for Agricultural Non--CO2 Greenhouse Gas CO2 Greenhouse Gas Mitigation: Mitigation: An Investigation in the United StatesAn Investigation in the United States-- AbstractAbstractThis paper addresses the economic potential of U.S. agriculture and forestry to mitigate emissions considering carbon, nitrous oxide and methane focusing to a large extent on the possibilities for Non CO2 strategies both independently and in an overall approach. It also reports on an examination of the dynamics of non-CO2 mitigation strategies.

The paper reports results from a multi-period analysis of agricultural and forestry response to prices for GHG offset production. The model used is called FASOMGHG and is a 100 year forest and agriculture model .It covers GHG mitigation activities in 11 U.S. regions and 63 U.S. Sub-State regions), 28 foreign regions for 8 commodities, plus world market for 50+ other commodities. The 100 year period is simulated in decadal time steps. The forestry and agricultural sectors are linked through land and some commodity transfers. The model has rather detailed coverage of agricultural carbon and non-CO2 plus forest carbon management alternatives.

Using FASOMGHG marginal abatement curves are generated under alternative policy scenarios. The model results give overall and component response at varying carbon equivalent prices revealing an “optimal” portfolio of agricultural greenhouse gas emission related management alternatives. We also observe model results on commodity and factor prices, levels of production, exports and imports, management choices, resource usage, and environmental impacts.

Empirically carbon equivalent prices were varied from $0 per metric ton to $100 as constant real price for 100 years. The possible contributions of the gasses were treated both collectively and independently. In particular scenarios where run where only one of CO2, CH4 and N2O were eligible for payments followed by scenarios when non CO2 gasses were all that were eligible and then where all gasses were eligible.

A number of potential insights arise from the model analysis

•Non CO2 gasses can be a significant player although they are somewhat less than one half as important as sequestration

•NonCO2 gasses actions are persistent growing over time while sequestration saturates and diminishes

•Competition exists between strategies and independent assessments can be misleading

•Independent nonCO2 strategies cause significant leakage in the CO2 category

•Enteric fermentation and fertilization based N2O management are highly complementary with CO2 management

More can be found on this type of analysis in the carbon related writings of McCarl and others that can be found on agecon.tamu.edu/faculty/mccarl.

Page 3: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

PROJECT/ PAPER OBJECTIVESPROJECT/ PAPER OBJECTIVES

Assesses the economic potential of U.S. agriculture and forestry to mitigate emissions considering carbon, nitrous oxide and methane

Focus on the role of Non CO2 strategies both independently and in an overall approach

Examine the dynamics of non-CO2 mitigation strategies

Page 4: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

ROLES OF U.S. AG & FORESTRYROLES OF U.S. AG & FORESTRY

A carbon or GHG sequestering sink

Offsetting net GHG emissions

Operating in a mitigating world

EMISSION REDUCERS

Globally

Ag and forestry emit 70% of N2O

Ag and forestry emit 50% of CH4

Ag and forestry emit 5% or 20% (including tropical deforestation) of CO2

Page 5: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Emission accountingEmission accounting

Manure emissionsEnteric fermentationRice cultivation

ROLES OF US AG & FORESTRY in ROLES OF US AG & FORESTRY in CH4CH4

Natural Gas19%

Coal10%

Enteric Fermentation

19%Landfills

34%

Rice Paddies1%

Livestock Manure

6%

Others6%

Wastewater Treatment

5%

Mitigation StrategiesMitigation Strategies

Less rice acreageFewer animalsLiquid manure managementChange feeding

Figure 1: U.S. Source of CH4 Emissions in Tg CO2 Eq.

Source: EPA Inventory of U.S. Greenhouse Gas Emissions and Sinks:1990-2001Table ES-10, page ES 16, April 15, 2003.

Page 6: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

ROLES OF U.S. AG & FORESTRY: ROLES OF U.S. AG & FORESTRY: N2ON2OEmission accountingEmission accounting

De-nitrificationAir volatilizationLivestock manure emissions

Mitigation StrategiesMitigation Strategies

Change of crop mixLess Nitrogen fertilizationChoice between N-fertilizer types

0

20

40

60

80

100

120

140

160

1990 1995 2000 2005

MM

TCE

Figure 1: The U.S. Nitrous Oxide Emissions 1990-2020Source: U.S. EPA

Page 7: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

BASIC ASSESSMENTBASIC ASSESSMENT

Multi-period analysis of ag/forest response

Marginal abatement curve giving overall and component response at varying carbon equivalent prices

Also wish to observe commodity and factor prices, levels of production, exports and imports, management choices, resource usage, and environmental impacts

Page 8: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

MODELING APPROACHMODELING APPROACH

100 year forest and agriculture model -FASOMGHG

Covers GHG mitigation activities in U.S. regions (across 11 regions and 63 U.S. Sub-State regions), 28 foreign regions for 8 commodities, plus world market for other commodities.

Simulates 100 years in decade time steps.

Depicts sector linkage mainly through land transfers.

Page 9: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

MODELING APPROACHMODELING APPROACH

When run with a price solution reveals a “optimal” portfolio of agricultural greenhouse gas emission related management alternatives.

Rather detailed coverage of agricultural carbon and non-CO2 plus forest carbon management alternatives.

Page 10: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

FASOMGHG REGIONSFASOMGHG REGIONS

Page 11: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

GHG ACTIVITIES IN FASOMGHGGHG ACTIVITIES IN FASOMGHG

Multiple GHG mitigation strategy setup

Detailed GHG emission accountingForest carbonSoil carbonN2OCH4Fuel use carbon emissions

National GHG balance

GWP weighted sum of all GHG accounts

GHG Policy implementation

Page 12: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

NONNON--CO2 SOURCES IN FASOMGHGCO2 SOURCES IN FASOMGHG

CH4

Enteric Fermentation

Manure Management Systems

Rice Cultivation

Agricultural Residue Burning

N2O

Commercial Fertilizer

Livestock Manure

Sewage Sludge

Fixing Crops

Crop Residues

Histosol

Pasture/range/paddock livestock

Volatilization

Leaching and Runoff

Page 13: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

FASOMGHG MITIGATION OPTIONSFASOMGHG MITIGATION OPTIONSStrategy Basic Nature CO2 CH4 N2O

Crop Mix Alteration Emis, Seq X XCrop Fertilization Alteration Emis, Seq X XCrop Input Alteration Emission X XCrop Tillage Alteration Emission X XGrassland Conversion Sequestration XIrrigated /Dry land Mix Emission X X

Biofuel Production Offset X X X

Afforestation Sequestration XExisting timberland Management Sequestration XDeforestation Emission X

Stocker/Feedlot mix Emission XEnteric fermentation Emission XLivestock Herd Size Emission X XLivestock System Change Emission X XManure Management Emission X XRice Acreage Emission X X X

Page 14: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

CALIBRATIONCALIBRATION

0

100

200

300

400

2000 Baseline 2010 Projection 2020 Projection

(a) N2O

MM

T of

CO

2

0

50

100

150

200

2000 Baseline 2010 Projection 2020 Projection

MM

T of

CO

2

(b) CH4

Page 15: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

MODEL ANALYSISMODEL ANALYSIS

Experiments

Prices varied from $0 per ton to $100 as constant real price for100 years

Gasses treated collectively or independently CO2 only – single gasCH4 only – single gasN2O only – single gasCH4 and N2O – Non CO2 gassesAll gasses – CH4+CO2+N2O

Observed items

Amount of major strategies used

Prices, welfare

Page 16: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

ECONOMIC POTENTIALECONOMIC POTENTIAL

0

25

50

75

100

0 50 100 150 200 250

NON-CO2 Emission reduction in MMT of CO2 Equivalent

$/T

on o

f CO

2

CO2CH4NO2

Single-Gas

Economic potential: how much one would get if this was the only gas paid for.

Page 17: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

ECONOMIC POTENTIALECONOMIC POTENTIAL

0

25

50

75

100

0 50 100 150 200 250

NON-CO2 Emission reduction in MMT of CO2 Equivalent

$/T

on o

f CO

2

CO2CH4NO2

CH4&N2O

Single-Gas Non-CO2

Economic potential: how much one would get if this was the only strategy employed or id only non-co2 was paid.

Page 18: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

COMPETITIVE vs. ECONOMIC POTENTIALCOMPETITIVE vs. ECONOMIC POTENTIAL

0

25

50

75

100

0 50 100 150 200 250

NON-CO2 Emission reduction in MMT of CO2 Equivalent

$/T

on o

f CO

2 SUMGASMulti-Gas

CO2CH4NO2

CH4&N2O

Single-Gas Two-Gas Multi-Gas Sum-Gas

Results do not add up die to competition and complementarity

Page 19: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Portfolio CompositionPortfolio Composition

0

20

40

60

80

0 500 1000 1500 2000 2500

Emission reduction in MMT of CO 2 Equivalent

$/To

n of

CO

2Multi-Gas

0

20

40

60

80

-75 -50 -25 0 25 50 75 100 125

Emission reduction in MMT of CO 2 Equivalent

$/To

n of

CO

20

20

40

60

80

0 500 1000 1500 2000 2500

Emission reduction in MMT of CO 2 Equivalent

$/To

n of

CO

2

Single-Gas (CO2) Two-Gas

All forest the big onePaying for CO2 only about same as including NonCO2Paying for non CO2 only can do strange things to CO2

Page 20: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Portfolio SharesPortfolio Shares

0

10

20

30

40

50

60

70

80

0 25 50 75 100 125

Emission Reduction in MMT of CO2 Equivalent

0

10

20

30

40

50

60

70

80

0 10 20 30 40 50

Emission Reduction in MMT of CO2 Equivalent

0

10

20

30

40

50

60

70

80

0 25 50 75 100 125

Emission Reduction in MMT of CO2 Equivalent

0

10

20

30

40

50

60

70

80

0 10 20 30 40 50

Emission Reduction in MMT of CO2 Equivalent

Multi-Gas Multi-Gas

Two-GasTwo-Gas

pric

e ($

/ton

of C

O2)

pric

e ($

/ton

of C

O2)

pric

e ($

/ton

of C

O2)

pric

e ($

/ton

of C

O2)

N2O CH4

Enteric and fertilizer very complementary with CO2Manure unaffected by multi gas

Page 21: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

INDIVIDUAL vs. MULTIGAS IMPLEMENTATIONINDIVIDUAL vs. MULTIGAS IMPLEMENTATION

0

50

100

150

200

250

5 15 30 50 80

price ($/ton of CO2)

(b) AllGas

NO

N-C

O2

emis

sion

redu

ctio

n in

MM

T of

CO

2

0

50

100

150

200

250

5 15 30 50 80price ($/ton of CO2)

(a) N20 and CH4

NO

N-C

O2

emis

sion

redu

ctio

n in

MM

T of

CO

2

Joint implementation achieves more quantity reduction at the same price => interaction effects

Individual implementation overstates reduction => land competition

Page 22: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

DYNAMICS OF GHG MITIGATIONDYNAMICS OF GHG MITIGATIONMulti-Gas

0

5000

10000

15000

20000

25000

30000

2010 2020 2030 2040 2050 2060 2070 2080 2090 2100

Time

MM

T C

O2

EqCH4 & N2OSoil SequestrationCrop Management FFAll Forest

0

5000

10000

15000

20000

25000

30000

2010 2020 2030 2040 2050 2060 2070 2080 2090 2100

Time

MM

T C

O2

Eq

Biomass offsetsCH4 & N2OSoil SequestrationCrop Management FFAll Forest

(a) at $5/ton of CO2

(b) at $15/ton of CO2

Page 23: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

DYNAMIC OF GHG MITIGATIONDYNAMIC OF GHG MITIGATIONMulti-Gas

(c) at $50/ton of CO2

Sequestration saturatesBiofuels and non CO2 grow in long run Biofuel dominates at high price

0

50000

100000

150000

200000

2010 2020 2030 2040 2050 2060 2070 2080 2090 2100

Time

MM

T C

O2

Eq

CH4 & N2OBiomass offsetsSoil Sequestration

Crop Management FFAll Forest

0

50000

100000

150000

200000

2010 2020 2030 2040 2050 2060 2070 2080 2090 2100

Time

MM

T C

O2

Eq

CH4 & N2OBiomass offsetsSoil Sequestration

Crop Management FFAll Forest

(d) at $80/ton of CO2

Page 24: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

WELFARE IMPACTWELFARE IMPACT

-3500

-2500

-1500

-500

500

0 5 15 30 50 80

-500

1000

2500

4000

5500

0 5 15 30 50 80-1000

-750

-500

-250

0

0 5 15 30 50 80

Carbon Price ($/metric ton of CO2) Carbon Price ($/metric ton of CO2)

chan

ge fr

om B

ASE

(bill

ion

$)ch

ange

from

BA

SE (b

illio

n $)

chan

ge fr

om B

ASE

(bill

ion

$)

U.S. Consumers loseU.S. Producers gainROW lose

U.S. Consumer

U.S. Producer

ROW

Page 25: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

80

90

100

110

120

130

0 5 15 30 50 80

80

90

100

110

120

130

0 5 15 30 50 80

Carbon Price ($/metric ton of CO2)

Multi-Gas

Two-Gas

Multi-GasTwo-Gas

Trade off between emission reduction and agricultural price and production

Crop Price

Crop Production

Livestock Price

Livestock Production

ECONOMIC INDICATORSECONOMIC INDICATORS

Single-Gas

Fish

er In

dex

Fish

er In

dex

Page 26: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

ENVIRONMENTAL IMPACTSENVIRONMENTAL IMPACTS

-40

-30

-20

-10

0

10

5 15 30 50 80

$/Ton of CO2

-50

-25

0

25

50

5 15 30 50 80

(a) NPK Nutrient

(b) Erosion% C

hang

e fr

om B

ASE

% C

hang

e fr

om B

ASE

Carbon Price ($/metric ton of CO2)

Page 27: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

FUTURE DIRECTION AND CHALLENGESFUTURE DIRECTION AND CHALLENGES

Better Livestock Enteric and fertilizer

New forestry data

Transactions cost and discounts

Page 28: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Appendix :Appendix : CALIBRATIONCALIBRATION

Page 29: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Appendix :Appendix : CALIBRATIONCALIBRATION

Page 30: Economic Potential for Agricultural Non-CO2 Greenhouse Gas ...agecon2.tamu.edu/people/faculty/mccarl-bruce/papers/1063.pdf · component response at varying carbon equivalent prices

Appendix : CALIBRATIONAppendix : CALIBRATION

Table 3: Comparison CH4 emissions from enteric fermentation using

FASOMGHG to EPA estimation in million metric tons of CO2 equivalent

Source: U.S. Greenhouse Gas Emissions and Sinks: 1990-2001, EPA;Personal communication with a personnel at EPA.