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Liquid Transportation Fuels from Coal and Biomass: Technological Status, Costs, and Environmental Impacts
H
Background Information on the Economic and Environmental Assessment of Biomass Supply
The tables in this appendix present the background information and assumptions that were used in the panel’s economic assessments and greenhouse gas emission analyses. They include comparisons of published and updated costs of harvest and maintenance (Table H.1), nutrient replacement (Table H.2), transportation for delivery (Tables H.3 and H.4), storage (Table H.5), and establishment and seeding (Table H.6) for different cellulosic feedstocks. Estimates of opportunity costs for cellulosic feedstocks are presented (Table H.7). The published yield values from which current and future projections were computed (Table H.8), and carbon inputs for feedstock production (Table H.9) and biomass refining (Table H.10) are also included.
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TABLE H.1 Estimated Costs of Harvest and Maintenance for Cellulosic Feedstocks
Type of Feedstock
Type of Cost
Cost per Ton (cited $)
Cost per Ton (2007$)
Reference
Corn stover
Baling, stacking, grinding
26
45
Hess et al. (2007)
Corn stover
Collection
31–36
66–77
McAloon et al. (2000)
Corn stover
Collection
35–46
64–84
McAloon et al. (2000)
Corn stover
Collection
17.70
17.70
R. Perlack, Oak Ridge National Laboratory, presentation to the committee on November 19, 2007
Corn stover
Up to storage
20–21
36–39
Sokhansanj and Turhollow (2002)
Corn stover
28
36
Suzuki (2006)
Corn stover
Baling, staging
26
47
Aden et al. (2002)
Corn stover
Harvest
14
14
Edwards (2007)
Switchgrass
Collection
12–22
16–28
Kumar and Sokhansanj (2007)
Switchgrass
Harvest
32
32
Duffy (2007)
Switchgrass
Harvest
35
58
Khanna et al. (2008)
Switchgrass
Harvest, maintenance, establishment
123.5/acre
210/acre
Khanna and Dhungana (2007)
Switchgrass
Harvest
15
26
Perrin et al. (2008)
Miscanthus
Harvest
33
54
Khanna et al. (2008)
Miscanthus
Harvest, maintenance, establishment
301/acre
512/acre
Khanna and Dhungana (2007)
Nonspecific
10–30
15–45
Mapemba et al. (2007)
Nonspecific
23
38
Mapemba et al. (2008)
Note: Harvest and maintenance costs were updated by using USDA-NASS agricultural fuel, machinery, labor prices from 1999 to 2007 (USSA-NASS, 2007a,b).
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TABLE H.2 Estimated Costs of Nutrient Replacement for Cellulosic Feedstocks
Type of Feedstock
Type of Cost
Cost per Ton (cited $)
Cost per Ton (2007$)
Reference
Corn stover
10.2
14.1
Hoskinson et al. (2007)
Corn stover
4.6
8.4
Khanna and Dhungana (2007)
Corn stover
7
14.4
Aden et al. (2002)
Corn stover
4.2
4.2
Petrolia (2008)
Corn stover
10
21
Perlack and Turhollow (2003)
Corn stover
Whole-plant harvest
9.7
13.3
Karlen and Birrell (Unpublished)
Corn stover
Cob, top 50% harvest
9.5
13.1
Karlen and Birrell (Unpublished)
Corn stover
Bottom 50% harvest
10.1
13.9
Karlen and Birrell (Unpublished)
Switchgrass
6.7
12.1
Perrin et al. (2008)
Switchgrass
10.8
19.77
Khanna et al. (2008)
Miscanthus
2.5
4.6
Khanna et al. (2008)
Note: Nutrient and replacement costs were updated by using USDA-NASS agricultural-fertilizer prices from 1999 to 2007 (USDA-NASS, 2007a,b).
TABLE H.3 Estimated Distance for Delivery of Cellulosic Feedstocks
Distance (miles)
Type
Reference
46–134
Round-trip
Mapemba et al. (2007)
22–62
One-way
Perlack and Turhollow (2003)
22–61
One-way
Perlack and Turhollow (2002)
50
Round-trip
Khanna et al. (2008)
50
Max one-way
English et al. (2006)
50
One-way
Vadas et al. (2008)
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TABLE H.4 Estimated Costs of Transportation for Delivery of Cellulosic Feedstocks
Type of Feedstock
Type of Cost
Cost per Ton (cited $)
Cost per Ton (2007$)
Reference
Corn stover
Per ton
8.85
12.5
English et al. (2006)
Corn stover
Per ton
10.25
27
Hess et al. (2007)
Corn stover
DVCa
0.15
0.35
Kaylen et al. (2000)
Corn stover
Max DVC for positive NPV
0.28
0.66
Kaylen et al. (2000)
Corn stover
Per ton
10.8
10.8
Perlack (2007)
Corn stover
Per ton
13
31
Aden et al. (2002)
Corn stover
Per ton
4.2–10.5
11–27.7
Perlack and Turhollow (2002)
Corn stover
DVC
0.08–0.29
0.17–0.63
Kumar et al. (2005)
DFCb
4.5
9.8
DFC range
0–6
0–13.3
Corn stover
DVC
0.18
0.32
Searcy et al. (2007)
DFC
4
7.3
Corn stover
DVC
0.16
0.38
Kumar et al. (2003)
DFC
3.6
8.6
Corn stover
DVC
Petrolia (2008)
0-25 miles
0.13–0.23
0.13–0.23
25-100 miles
0.10–0.19
0.10–0.19
>100 miles
0.09–0.16
0.09–0.16
DFC square bales
1.70
1.70
DFC round bales
3.10
3.10
Corn stover
Per ton
10.9
13.8
Vadas et al. (2008)
Switchgrass
Per ton
14.75
14.75
Duffy (2007)
Switchgrass
Per ton
19.2–23
27–32.4
Kumar and Sokhansanj (2007)
Switchgrass
Per ton
13
28
Perrin et al. (2008)
Switchgrass
Per ton
10.9
13.8
Vadas et al. (2008)
Switchgrass or Miscanthus
Per ton for 50 miles
7.9
17.1
Khanna et al. (2008)
Nonspecific
Per ton
7.4–19.3
13.7–35.6
Mapemba et al. (2007)
Nonspecific
Per ton
14.5
31.5
Mapemba et al. (2008)
Woody biomass
Per ton
11–22
Summit Ridge Investments (2007)
Note: Transportation costs were updated by using USDA-NASS agricultural-fuel prices from 1999 to 2007 (USDA-NASS, 2007a,b).
aDVC, distance variable cost, per ton per mile.
bDFC, distance fixed cost per ton.
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TABLE H.5 Estimated Storage Costs for Cellulosic Feedstocks
Type of Feedstock
Type of Cost
Cost per Ton (cited $)
Cost per Ton (2007$)
Reference
Corn stover
4.44
5.64
Hess et al. (2007)
Corn stover
Round bales
6.82
6.82
Petrolia (2008)
Square bales
12.93
12.93
Switchgrass
16.67
16.67
Duffy (2007)
Switchgrass
4.14
5.18
Khanna et al. (2008)
Miscanthus
4.40
5.50
Khanna et al. (2008)
Nonspecific
2
2.18
Mapemba et al. (2008)
Note: Storage costs were updated by using USDA-NASS agricultural-building material prices from 1999 to 2007 (USDA-NASS, 2007a,b).
TABLE H.6 Estimated Costs of Establishment and Seeding for Cellulosic Feedstocks
Type of Feedstock
Type of Cost
Land Rent Included
Cost per Acre (cited $)
Cost per Acre (2007$)
Reference
Switchgrass
Yes
200
200
Duffy (2007)
Switchgrass
No
25.76
46
Perrin et al. (2008)
Yes
85.46
153
Switchgrass
PVa per ton
No
7.21/ton
12.6/ton
Khanna et al. (2008)
10-year PV per acre
142.3
249
Amortized
4% over 10 years
17.3
30.25
8% over 10 years
20.7
36.25
Switchgrass
Yes
72.5–110
88.5–134
Vadas et al. (2008)
Miscanthus
PV per ton
No
2.29/ton
4/ton
Khanna et al. (2008)
20-year PV per acre
261
457
Amortized
4% over 20 years
19
33.2
8% over 20 years
26.20
45.87
Miscanthus
Total
No
1206–2413
Lewandowski (2003)
Amortized
4% over 20 years
88–175
176–350
8% over 20 years
121–242
242–484
Note: Establishment and seeding costs were updated by using USDA-NASS agricultural fuel and seed prices from 1999 to 2007 (USDA-NASS, 2007a,b).
aPV denotes present value.
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TABLE H.7 Estimated Opportunity Costs for Cellulosic Feedstocks (Net Returns Forgone by Producer from Not Using Cropland to Produce Next Best Crop or Product)
Type of Feedstock
Type of Cost
Cost per Acre (cited $)
Cost per Acre (2007$)
Reference
Corn stover
Feed value
59.5/ton
59.5/ton
Edwards (2007)
2.4 tons/acre
142.8
142.8
Corn stover
Lost profits
22–58
22–58
Khanna and Dhungana (2007)
Switchgrass
Lost profits
78–231
78–231
Khanna and Dhungana (2007)
Switchgrass or Miscanthus
Lost profits
78
76
Khanna et al. (2008)
Miscanthus
Lost profits
78–231
78–231
Khanna and Dhungana (2007)
Nonspecific
Lost CRPa payments if harvest every year
35
36
Mapemba et al. (2008)
Nonspecific
Lost CRP if harvest once every 3 years
10.1
10.4
Mapemba et al. (2008)
Nonspecific
Non-CRP land crops
10/ton
10.3/ton
Mapemba et al. (2008)
Nonspecific
78
76
Khanna et al. (2008)
Woody biomass
Alternative use
0–25
Summit Ridge Investments (2007)
Note: Opportunity costs were updated by using USDA-NASS agricultural-land rent prices from 1999 to 2007 (USDA-NASS, 2007a,b).
aConservation Reserve Program.
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TABLE H.8 Yield Values and Ranges for Different Bioenergy Feedstocks Reported in Literature
Biomass Type
Assumptions
Estimated Yield (tons/acre)
Reference
Corn stover
Soil tolerance
2.02
Khanna and Dhungana (2007)
Corn stover
2.4
Edwards (2007)
Corn stover
2000–2005 mean yields for Wisconsin
2.31–3
Vadas et al. (2008)
Switchgrass
Iowa, Illinois field trials
2.58
Khanna and Dhungana (2007)
Switchgrass
4
Duffy (2007)
Switchgrass
Farm-scale (northern South Dakota to southern Nebraska)
2.23 (5-year average) (Range, 1.7–2.7)
Perrin et al. (2008)
3.12 (10-year average) (Range, 2.6–3.5)
Switchgrass
3.8
Khanna et al. (2008)
19.74 (10-year PV)
Switchgrass
Nitrogen level
4–5.8
Vadas et al. (2008)
Switchgrass
Research blocks
7.14 (average)
Lewandowski et al. (2003)
9.8 (best)
Switchgrass
3.6–8.9 (previous)
Shinners et al. (2006)
Plot trials
2.3–4 (own)
Switchgrass
Plot trials
6.33
Fike et al. (2006)
4.64–8.5
Switchgrass
Field trials
Berdahl et al. (2005)
Mean
1.12–4.1
Strains:
Dacotah
1.11–4.22
ND3743
0.91–3.92
Summer
1.18–4.38
Sunburst
1.43–5.57
Trailblazer
1.15–4.88
Shawnee
1.06–4.5
OK NU-2
0.89–4.18
Cave-in-Rock
0.97–4.27
Switchgrass
Plot trials
Vogel et al. (2002)
Iowa
5.2–5.6
Nebraska
4.7–5
Switchgrass
Peer-reviewed articles
4.46
Heaton et al. (2004a)
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Biomass Type
Assumptions
Estimated Yield (tons/acre)
Reference
Switchgrass
Farm trials
Strains:
Alamo (1 cut)
5.4–8.5
Kanlow (1 cut)
5.2–6.9
Cave-in-rock (2 cut)
6–8.3
Switchgrass
U.S. average
4.2
McLaughlin et al. (2002)
Grasses
County-scale in Pacific Northwest
3.4–4.1 (perennial ryegrass)
Banowetz et al. (2008)
4.13–6.2 (tall fescue)
2.2–3.36 (creeping red fescue)
Miscanthus
Simulated
8.9
Khanna and Dhungana (2007)
Miscanthus
14.5 average
Khanna et al. (2008)
12–17 range
114.58 (20-year PV)
Miscanthus
Field experiment
5.71 (14-year)
Christian et al. (2008)
3.43–11.73 (3-year)
Miscanthus
4.5–13.4
Lewandowski et al. (2003)
Miscanthus
Projection
13.36 (mean)
Heaton et al. (2004b)
10.93–17.81
Miscanthus
Peer-reviewed articles
9.8
Heaton et al. (2004a)
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TABLE H.9 Carbon Inputs to Biomass Agricultural Production
Source of Input (kg CO2 eq/ha)a
Corn Ethanol
Cellulosic (Switchgrass)
Nitrogen-fertilizer emissions
1638
547
Phosphorus
102
3.4
Potassium
70
2.4
Lime
228
—
Herbicide
69
10.4
Insecticide
5.4
—
Seed
—
—
Transport emissions
39
3
Gasoline
114
—
Diesel
248
341
Natural gas
46
—
Liquefied petroleum gas
61
—
Electricity
56
42
Energy used in irrigation
4
—
Labor transportation
—
—
Farm machinery
21
21
CO2 from land-use change (kg/ha)
—
—
Total from agricultural production
2703
971
Conversion per acre (0.405 ha/acre, 2.24 lb/kg)
2452 lb CO2 eq/ac
881 lb CO2 eq/ac
Conversion per ton (assume 4 tons/acre)
—
220 lb CO2 eq/ton
aUnless noted otherwise.
Source: Farrell et al., 2006.
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TABLE H.10 Carbon Inputs to Biomass Refining, Including Transportation of Biomass
Source of Input (g CO2 eq/L)a
Corn Ethanol
Cellulosic
Transport of feedstock to biorefinery
49
51
Primary energy
—
—
Diesel
—
5
Coal
885
—
Natural gas
365
—
Electricity
—
—
Biomass
—
—
Capital (plant, equipment)
8.8
29
Process water
25
19
Effluent restoration (BOD at PWTPsb)
20
20
Transportation of chemicals to plant
—
—
Total biorefinery phase
1,353
124
Coproduct credits
525
106
Total biorefinery phase accounting for coproduct
828 g CO2 eq/L
18 g CO2 eq/L
Conversions:
Initial value
[0.4/0.4]/0.38 L/kg
828 g CO2 eq/L
18 g CO2 eq/L
[8,746/8,389]/13,450 kg/ha
~331.2 g CO2 eq/kg
~6.84 g CO2 eq/kg
0.405 ha/acre
~2,896,675 g CO2 eq/ha
~91,998 g CO2 eq/ha
0.001 kg/g
~1,173,153 g CO2 eq/ac
~37,259 g CO2 eq/ac
~1,173 kg CO2e/ac
~37.3 kg CO2 eq/ac
TOTAL (agriculture phase + biorefinery)
4,307 lb CO2 eq/ac
964 lb CO2 eq/ac
Conversion per ton: (assume 4 tons/acre)
—
241 lb CO2 eq/ton
aUnless noted otherwise.
bBiochemical oxygen demand of effluent at wastewater treatment plants.
Source: Farrell et al., 2006.
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