Paper · 2013 · GCB Bioenergy

Effects of harvest frequency and biosolids application on switchgrass yield, feedstock quality, and theoretical ethanol yield

Xiao‐Jun Allen Liu; John H. Fike; John M. Galbraith; et al.

13
claims
26
verbatim quotes
28
citations
2
research areas
—
Not open access

Abstract

Abstract Sustainable development of a bioenergy industry will require low‐cost, high‐yielding biomass feedstock of desirable quality. Switchgrass ( Panicum virgatum L.) is one of the primary feedstock candidates in North America, but the potential to grow this biomass crop using fertility from biosolids has not been fully explored. The objective of this study was to examine the effects of harvest frequency and biosolids application on switchgrass in Virginia, USA. ‘Cave‐in‐Rock’ switchgrass from well‐established plots was cut once (November) or twice (July and November) per year between 2010 and 2012. Class A biosolids were applied once at rates of 0, 153, 306, and 459 kg N ha −1 in May 2010. Biomass yield, neutral and acid detergent fiber, cellulose, hemicellulose, lignin, and ash were determined. Theoretical ethanol potential ( TEP , l ethanol Mg −1 biomass) and yield ( TEY , l ethanol ha −1 ) were calculated based on cellulose and hemicellulose concentrations. Cutting twice per season produced greater biomass yields than one cutting (11.7 vs. 9.8 Mg ha −1 ) in 2011, but no differences were observed in other years. Cutting once produced feedstock with greater TEP (478 vs. 438 l Mg −1 ), but no differences in TEY between cutting frequencies. Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively. Biosolids had inconsistent effects on feedstock quality and TEP . A single, end‐of‐season harvest likely will be preferred based on apparent advantages in feedstock quality. Biosolids can serve as an effective alternative to N fertilizer in switchgrass‐to‐energy systems.

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The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 13

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cutting twice per season produced greater switchgrass biomass yield than cutting once in 2011.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Cutting twice per seasone1
Outcome
biomass yieldse1
Direction
greatere1
Value
11.7 vs. 9.8 Mg ha −1e1
Qualifier
in 2011e1
Comparator
one cuttinge1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e1

“Cutting twice per season produced greater biomass yields than one cutting (11.7 vs. 9.8 Mg ha −1) in 2011, but no differences were observed in other years”

✓ located after whitespace/quote normalisation · abstract, characters 978–1133 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

No difference in switchgrass biomass yield between cutting twice and cutting once in other years.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Cutting twice per seasone1
Outcome
biomass yieldse1
Direction
no differencese1
Qualifier
in other yearse1
Comparator
one cuttinge1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e1

“Cutting twice per season produced greater biomass yields than one cutting (11.7 vs. 9.8 Mg ha −1) in 2011, but no differences were observed in other years”

✓ located after whitespace/quote normalisation · abstract, characters 978–1133 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cutting once produced switchgrass feedstock with greater theoretical ethanol potential (TEP) than cutting twice.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Cutting oncee2
Outcome
TEPe2
Direction
greatere2
Value
478 vs. 438 l Mg −1e2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e2

“Cutting once produced feedstock with greater TEP (478 vs. 438 l Mg −1)”

✓ located after whitespace/quote normalisation · abstract, characters 1135–1206 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Cutting frequency did not change the theoretical ethanol yield (TEY) of switchgrass.

Taxon
SwitchgrassPanicum virgatume0
Treatment
cutting frequenciese3
Outcome
TEYe3
Direction
no differencese3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e3

“but no differences in TEY between cutting frequencies”

✓ located verbatim in the source · abstract, characters 1208–1261 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 153 kg N ha −1 increased switchgrass biomass yield by 25%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
biomass yieldse4
Direction
increasede4
Value
25%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 306 kg N ha −1 increased switchgrass biomass yield by 37%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
biomass yieldse4
Direction
increasede4
Value
37%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 459 kg N ha −1 increased switchgrass biomass yield by 46%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
biomass yieldse4
Direction
increasede4
Value
46%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 153 kg N ha −1 increased switchgrass theoretical ethanol yield (TEY) by 25%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
TEYe4
Direction
increasede4
Value
25%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 306 kg N ha −1 increased switchgrass theoretical ethanol yield (TEY) by 34%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
TEYe4
Direction
increasede4
Value
34%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biosolids applied at 459 kg N ha −1 increased switchgrass theoretical ethanol yield (TEY) by 42%.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolids applied at 153, 306, and 459 kg N ha −1e4
Outcome
TEYe4
Direction
increasede4
Value
42%e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e4

“Biosolids applied at 153, 306, and 459 kg N ha −1 increased biomass yields by 25%, 37%, and 46%, and TEY by 25%, 34%, and 42%, respectively”

✓ located verbatim in the source · abstract, characters 1263–1402 · show in text ↑
Intervention effectobservedoriginal resultmixedmeasured

Claim · model-written summary

Biosolids had inconsistent effects on switchgrass feedstock quality and TEP.

Taxon
SwitchgrassPanicum virgatume0
Treatment
Biosolidse5
Outcome
feedstock quality and TEPe5
Direction
inconsistente5

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e5

“Biosolids had inconsistent effects on feedstock quality and TEP”

✓ located verbatim in the source · abstract, characters 1404–1467 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

A single end-of-season harvest is likely to be preferred for switchgrass because of its apparent advantages in feedstock quality.

Taxon
SwitchgrassPanicum virgatume0
Outcome
advantages in feedstock qualitye6

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e6

“likely will be preferred based on apparent advantages in feedstock quality”

✓ located verbatim in the source · abstract, characters 1502–1576 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Biosolids can serve as an effective alternative to N fertilizer in switchgrass energy systems.

Taxon
SwitchgrassPanicum virgatume0
Outcome
alternative to N fertilizere7

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Switchgrass ( Panicum virgatum L.)”

✓ located verbatim in the source · abstract, characters 134–168 · show in text ↑
e7

“Biosolids can serve as an effective alternative to N fertilizer”

✓ located verbatim in the source · abstract, characters 1578–1641 · show in text ↑

nitrogen · yield · Panicum virgatum (switchgrass)Results differ

29 papers: 23 positive, 6 negative or no effect

22 papers in the same direction as this paper · 6 in the opposite direction

  1. positive
  2. positive
  3. no effect

25 papers more in this group

See all 29 papers →

climate site · yield · Panicum virgatum (switchgrass)Positive and negative results

4 papers: 1 positive, 3 negative or no effect

3 in the opposite direction

  1. no effect
  2. negative
  3. no effect
See all 4 papers →

pruning · yield · Panicum virgatum (switchgrass)Positive and negative results

11 papers: 3 positive, 8 negative or no effect

2 papers in the same direction as this paper · 8 in the opposite direction

  1. negative
  2. negative
  3. negative

7 papers more in this group

See all 11 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.