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Biomass Feedstocks Ralph P. Overend , Mark Davis, Rob Perlack (ORNL), Tom Foust (INEEL) and colleagues NASULGC NREL, CO August 3 – 4. 2004

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Page 1: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Biomass Feedstocks

Ralph P. Overend , Mark Davis, Rob Perlack (ORNL), Tom Foust (INEEL) and colleagues

NASULGC

NREL, CO August 3 – 4. 2004

Page 2: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Outline• Biomass – Bioenergy Cycle• Global Estimates

– USA situation• Resource Assessment

– Supply Curve 500 Mt 2020– Definitions– Type and Quality – Biomass supply in context– Is a Gigatonne feasible?

• Quality Matters– Influence on product yields– Using advanced rapid analysis to choose and develop

feedstocks

Page 3: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Bioenergy Cycle

Illustration courtesy of ORNL

Page 4: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

bark

sawdust

black liquor

Process Residues

Bioenergyforest harvest for energy

short rotation woody cropsherbaceous energy crops

forest slash

harvest residuesbagasse

stalks & straws

EnergyServicesheatCHPelectricityBiomass

pulppaperlumberplywoodcotton

Materials

ConsumersMSW clean fractionyard trimmingsconstr. & demolitionwoodnon-recyclable

organics

Crops, Animals

dung

ProcessResidues

charcoalethanolhydrogen

Biofuels

Food

Fiber

Biomass Flows in the U.S. Economy

Page 5: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Technically Proven

ConversionTechnology

Competitive Investment Cost

HighCapacity FactorHigh Availability

Energy Markets

EnvironmentEconomic

SocialSustainable Resource

Feedstock Supply

Renewable

CompetitivePrices

Long termAgreements

Success

Biomass and Bioenergy Project Requirements

Page 6: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

World TPES 2001(Total Primary Energy Supply = 446 EJ)

• Food TPES– 2806 Cal/person/day– Popn. 6.15 Billion

• Source for Food TPES– FAO.org

• Nuclear conversion– kWh = 10.8 MJ

• Hydro conversion– kWh = 3.6 MJ

• source for fuel TPES (10029 Mtoe)

– IEA.org

33%

22%

20%

10%

6%7% 2%

Oil Coal N.Gas Biomass Food Nuclear Hydro

Page 7: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Status of 2050 Global Estimates• 17 studies analyzed

– Highest – 675 EJ/y (EPA – v-high yields assumed)– Lowest – 45 EJ/y (less than today – land competition)

• Biomass resources (central estimates)– Energy crops range from 45 – 250 EJ/y– Ag residues < 20 EJ/y– Animal excreta < 50 EJ/y– Wood residues (primary + traditional reuse)– Urban residues

• IIASA projection on next slide

Page 8: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

IIASA Estimate(resource based technical potential)

Page 9: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Uncertainties in Global Estimate

• Food – land competition– Population forecast and per capita income estimates– Calories not a problem

• High animal vs. low animal protein future is significant issue

– Only Sub-Sahara Africa is food – fuel issue likely, SE Asia a possibility

• Fiber – Wood demand for population• Effects of Climate Change and Emissions

– Brown cloud, ground level ozone – growth inhibition– Water availability and variability– Weather extremes, and plant pathogens

Page 10: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues
Page 11: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues
Page 12: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

FacilitiesFacilitiesExamples of Examples of BioenergyBioenergy and and BiobasedBiobased Products FacilitiesProducts Facilities

with Chemical Companies

Page 13: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues
Page 14: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Resource Assessment in GeneralKey to developing sustainable biomass resources•4 levels of survey and assessment

•Snapshot - usually local and involves sampling of current use e.g. Developing Country fuel woodsurveys• Continuous survey and data base - normally worksfrom Agriculture and Forestry annual data series -only provides potential by using crop residue factorsunless survey is altered (e.g. China, USA, and EU)•Integrated Data Base - GIS and field based to incorporate Data from both (1) and (2) with GPS geolocators for key industries and centres•AgroEcological Zones (AEZ) is a GIS crop forecast and incorporates soil, insolation and rainfall along with cropdata. Will be needed for climate change predictions

Page 15: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

The Harvest and Logistics Chain• Very important• Feedstock Specific

– Roadmap is strictly for straw and stover

• Area of major investment by the industry itself

• Scope for cost reduction is not great

• Better to produce – Multipurpose Plants - Todefray Harvest costs?

Page 16: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Resource Assessment

Page 17: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

EIA - USA Supply Curve

Page 18: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Biomass Resources for Bioenergy• Primary = energy/food/forest crops• Primary residues

– Agricultural crop – straw, and stover– Forest – tops, branches, stumps, stand

improvement, thinnings• Secondary residues

– Food processing residues e.g. bagasse, stillage– Fiber processing residues e.g. black liquor,

sawdust, hog fuel– Animal excreta – dung, chicken litter

• Tertiary residues– Urban residues (MSW) landfill avoidance

• Traditional biomass - transform to modern biomass

Page 19: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

USA (500 Mt) Residue Access• Supply curve derived estimate for 2020

– Due to reliance on ag residues, forestry residues and energy crops - infrastructure investment is required

• Secondary Residues– Forest industry mill residues

• are fully utilized – efficiency gains possible in black liquor

– Urban residues• Generation rate is about 22 MJ/person/day• socio-political arena - intersection of EPA policy :

– Reduce/re-use/recycle/composting/combustion/landfill– Concentrated Animal Feed Operations (CAFO)

• Almost all residues are high moisture • Environmental issues include pathogens, nitrogen and

phosphorous management

Page 20: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

USA (500 Mt) Primary Biomass

• Primary Residues– Forestry <2 EJ y-1

• Technology base exists in Scandinavia• Environmental issues re nutrient and carbon depletion• Fire management strategy

– Agriculture• Corn stover major opportunity 2 – 3 EJ y-1

– Collection, transport and storage technology– Environmental issues

» Diversity» Leave soybean/other cereal/Corn rotation» Erosion» No-till cultivation

Page 21: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

USA (500 Mt) Energy Crops• Energy crops 1 – 2 EJ y-1

– Supply curve derived from agriculture economics - crop competition with current farmer options

• Does not assume extensive use of set-aside as in CRP• Energy Crops

– Switchgrass – C-4 plant with extensive CRP plantings– SRWC – poplar and willow – Maize – present day ethanol industry

• Could grow 2 – 3x from 10 Mm3 /y (2.6 Billion gals) {2003}• Export of grain vs energy consumption• Capped by impacts on animal feed and soybean markets

• Land Areas – Consensus is for 17 Mha (about 42 Million Acres) easily accessible

• What is the impact of changing agricultural subsidies in the WTOand Doha discussion?

• Biotrade?

Page 22: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Feedstock Issues:Combustion with Alkali Metals In Biomass

Page 23: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Composition DistributionNormalized Structural Glucan Distribution

0

20

40

60

80

100

120

0.285

0.290

0.295

0.300

0.305

0.310

0.315

0.320

0.325

0.330

0.335

0.340

0.345

0.350

0.355

0.360

0.365

0.370

0.375

0.380

0.385

0.390

0.395

0.400

Glucan Fraction

Num

ber o

f Occ

uran

ces

Page 24: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Minimum Ethanol Selling PriceMESPs for 735 Stover Compositions

0

10

20

30

40

50

60

70

80

90

$1.00

$1.02

$1.04

$1.06

$1.08

$1.10

$1.12

$1.14

$1.16

$1.18

$1.20

$1.22

$1.24

$1.26

$1.28

$1.30

$1.32

MESP ($/gal)

Num

ber o

f Occ

uran

ces

Design CaseMESP

Page 25: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Yield is the Primary DriverStructural Sugars' Effect on Yield

y = 138xR2 = 1.00

60

65

70

75

80

85

90

95

0.5 0.52 0.54 0.56 0.58 0.6 0.62 0.64 0.66 0.68 0.7

Structural Sugars Fraction in Biomass

Yiel

d (g

al /

dry

ton)

Page 26: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

But Not the Only OneStructural Sugars' Effect on MESP

y = 0.7155x-0.9592

R2 = 0.9854y = -1.8298x + 2.2677

R2 = 0.9808

$1.00

$1.05

$1.10

$1.15

$1.20

$1.25

$1.30

$1.35

$1.40

0.5 0.52 0.54 0.56 0.58 0.6 0.62 0.64 0.66 0.68 0.7

Structural Sugars Fraction in Biomass

MES

P ($

/gal

eth

anol

)

Design CaseFraction

Page 27: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Monte Carlo Analysis ResultsHistogram of MESPs for 1195 Monte Carlo Simulation Runs

0

10

20

30

40

50

60

70

80

90

100

$0.96

$0.98

$1.00

$1.02

$1.04

$1.06

$1.08

$1.10

$1.12

$1.14

$1.16

$1.18

$1.20

$1.22

$1.24

$1.26

$1.28

$1.30

$1.32

$1.34

$1.36

$1.38

MESP ($/gal)

Num

ber o

f Occ

uran

ces Mean: $1.15/gal

90% Confidence Interval:$1.06-$1.25/gal

Page 28: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

• To develop rapid, reliable and cost-effective methods for evaluation of cell wall components 1. Pyrolysis Molecular Beam Mass Spectrometry (pyMBMS)

2. Solid state 13C-NMR

3. NIR spectroscopy

• Use these methods to rapidly assess changes in chemical properties due to transgenic modification

Our goal is to relate ultimately be genomic and metabolic information to unknown gene function

Genomes of plants (rice, maize, poplar) are complete –now we need to understand gene function

Objectives:

Page 29: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

50 100 150 200

m /zlo

adin

gs (a

rb. u

nits

)

extractives(negative PC1 scores)

Lignin(positive PC1 scores)

PCA analysis of m/z 50-200

-4

-3

-2

-1

0

1

2

3

4

-4 -2 0 2 4

Principal Component 1

Prin

cipa

l Com

pone

nt 2

A1A2B2C1C2D1D2E1E2F1F2G1NT

PCA analysis of m/z 50-200

-4

-3

-2

-1

0

1

2

3

4

-4 -2 0 2 4

Principal Component 1

Prin

cipa

l Com

pone

nt 2

D1D2NT

Rapid Evaluation of Wood Chemical PropertiesLignin Content of genetically-modified loblolly pines

OHOCH3

OHOCH3

CH2OH

CH3

OHOCH3

OHOCH3

CH2

CH3

OHOCH3

Controls

Construct 1

Construct 2

30% lignin15% lignin

Page 30: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

pyMBMS Estimated S/G Ratios from PLS Modeling

0.5

1

1.5

2

2.5

3

0.5 1 1.5 2 2.5 3

Measured S/G ratio

Pre

dict

ed S

/G ra

tio

TD clonesDN clones

Validation Prediction

1

1.5

2

2.5

3

1 1.5 2 2.5 3

Measured S/G ratio

TD clonesDN clones

Validation model

# samples RMSEP RMSED Correlation (r)Validation model 17 0.17 – 0.93Validation prediction 9 – 0.20 0.92 Full calibration model 26 0.16 – 0.94

Rapid Evaluation of Wood Chemical Properties

Tsai, Chaing, Davis, 2004

Page 31: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Characterization of Transgenic XP::CAld5H Aspen

High throughput pyMBMS screening of transgenic wood samples

0

0.5

1

1.5

2

2.5

3

3.5

4

pyM

BMS

esti

mat

ed S

/G r

atio

C transgenic lines

Tsai, Chaing, Davis, 2004

Page 32: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Quantitative trait loci for cell wall chemistryIn loblolly pine

Correlations of Cell Wall Chemistry and Genetic Markers

Page 33: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Potential switchgrass production density within the U.S. by agricultural supply cells.

production density is based onthe distribution of countiesThat convert from orginalAgricultural crop to SwitchgrassAt a price level of 44 $ Mg-1 .

Page 34: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Energy Crops Will Follow Agricultural Crop Developments

• Yield gains in Corn– Domestication of food

crops• Energy crops at an early

stage– Plant selection

• Herbaceous crops• Tree crops

– Breeding with genomics assistance

– Management (cultivation, nutrients, pests etc) needs large field trials

– Domestication• Stumpy?

Page 35: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Yield Impact on an 80 km radius + representative outputs of fuels and electricity

Yield t/ha/y 500 t/d 2000 t/d 10,000 t/d3.3 44.5 2.2 178 8.8 891 44.39.0 16.3 0.8 65.3 3.3 327 16.318.0 8.2 0.3 32.7 1.6 163 8.13Conversion Low High Low High Low High

Elect. MW 30.4 45.6 121 182 607 911EtOH kL/d 166 187 663 746 3317 3732FTL Bbl/d 453 538 1814 2154 9069 10770H2 t/d 6.5 7.7 25.9 30.8 130 154

[kha, %A]

Page 36: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Biomass Supplies in Context

Page 37: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Nearly a GigatonneEJMtonnes

3.30194Base primary Energy from Biomass 1.6094Virtual primary energy from base at higher efficiency7.60450ORNL 2020 Consensus less than 50$/t (42 Mio Acre Energy2.38140Replacement of all feed corn by DDGS1.70100Displaced Corn Exports (releases 16 Mio Acres)0.6840Forest fire reduction strategy lower bound0.8349Take half remaining Forest Annual Allowable Cut into Energ1.0461Animal excreta (at 25% of all commercial feed) ignore forage

19.131128

Page 38: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Global patterns in human consumption of net primary production

Marc L. Imhoff et Al.

Nature 429, 870 - 873 (24 June 2004

Page 39: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Status Quo + Efficiency Gain• Current usage is about 3.3 EJ or 194 Mt

– (EIA data) – Mainly lignocellulosics– low efficiency e.g. electricity @ <25%

• Virtual tonnes to be gained through process change– cofiring to get effective 33 - 35% electricity– Retrofit kraft pulp mills and of the existing biopower facilities

with gasification – near term technology • leading to combined cycle CHP• mixed F-T liquid fuels production • Raises efficiency to 35 - 45%

– Net gain a factor of 1.4 leading to an effective 5.6 EJ • “virtual” resource increment 1.6 EJ or 94 Mt.

Page 40: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Change Animal Feed to DDGS +fodder

• 2001 Corn 9+ billion bu• 5.85 billion bu to feed• 0.74 billion bu to EtOH

– 1.77 billion gal EtOH• Swap DDGS for Corn

– 0.33 billion bu corn added– 0.8 billion gal EtOH

• Adjust agriculure to take all corn feed for animals– 140 Mt equivalent addition– 2.38 EJ

Page 41: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Issue Animal Feed EfficiencyMajor missing component.

• 56% of corn harvest of 250 Mt is animal feed.• Animal feed use ratios range from 6 for beef, to 1.5

Poultry, to 0.7 Milk– Afur = mass of feed/mass of animal – Further losses in preparing final “cuts”– Energy efficiency goes from 5% to 21% (milk)

• All input not metabolized becomes animal waste and results in the CAFO issues of BOD, N, P, and K as well as biodiversity, pesticide, and other issues.

Page 42: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Animal manure in the new CA resource assessment (see CBC forum

http://biomass.ucdavis.edu/pages/forum/forum.html

Page 43: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Additional Land for Energy Crops

• Conjecture – all corn exports terminated– Could be a function of WTO – Doha round– Corn harvest is 8.5 – 10.5 billion bu (1990s)

• Exports around 2 billion bu – say 10%– 16 Mha released at 6.3 t/acre corn crop productivity– 51 Mt of kernel, 51 Mt of Stover– 1.7 EJ

– Alternate scenarios would be • Oil self-sufficiency• Climate change – carbon offset strategy

Page 44: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Western Forest Fire Mitigation Strategy

• Area needing treatment– 40 Mio acres - 160 Mio acres – Geometric mean = 80 Mio Acres– 20 year cycle– Biomass loading

• range from 5 - 10 tonne per acre• additional fuels from previous fire damage and

insect/pathogen kills having loadings between 50 and 100 t/acre.

• Assume 10 t/acre.

• This is 40 Mt of biomass per year or 680 PJ.

Page 45: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Environmental Benefits

(Mann and Spath 1997, Heller et al. 2003)

100 % Carbon Closure(Assumes 0.25 t/ha-yr increase in soil carbon)

Net CO2Emissions: 0%

Power PlantConstruction(26%)

Transportation(12%)

Feedstock Production

(62%)

Natural Gas1 0.40

Corn Ethanol1 1.34

55 J11 J1 J

Page 46: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

California’s 20 years of BioPower

Page 47: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Beneficial Use of Carbon in Climate Mitigation

Page 48: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Biomass as a CO2 Pump

Page 49: Biomass Feedstocks - NREL · plywood cotton Materials Consumers MSW clean fraction yard trimmings constr. & demolition wood non-recyclable organics Crops, Animals dung Process Residues

Power Investment and GWP Effect of Sequestration vs Biomass