Evidence map›Paper›PMID 37100831›Full record

ArticleScientific reports2023

Importance of incorporating spatial and temporal variability of biomass yield and quality in bioenergy supply chain.

Mohammad S Roni, Yingqian Lin, Damon S Hartley, David N Thompson, Amber N Hoover, Rachel M Emerson

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mohammad S RoniSystem Science & Engineering Department, Idaho National Laboratory, Idaho Falls, ID, USA.
Yingqian LinSystem Science & Engineering Department, Idaho National Laboratory, Idaho Falls, ID, USA. Yingqian.Lin@inl.gov.
Damon S HartleySystem Science & Engineering Department, Idaho National Laboratory, Idaho Falls, ID, USA.
David N ThompsonBiomass Characterization Department, Idaho National Laboratory, Idaho Falls, ID, USA.
Amber N HooverBiomass Characterization Department, Idaho National Laboratory, Idaho Falls, ID, USA.
Rachel M EmersonBiomass Characterization Department, Idaho National Laboratory, Idaho Falls, ID, USA.

Funding

U.S. Department of Energy This work is supported by the U.S. Department of Energy under Department of Energy Idaho Operations Office Contract No. DE-AC07-05ID14517.
6 · The paper itself

Abstract

Biofuels made from biomass and waste residues will largely contribute to United States' 2050 decarbonization goal in the aviation sector. While cellulosic biofuels have the potential fuel performance equivalent to petroleum-based jet fuel, the biofuel industry needs to overcome the supply chain barrier caused by temporal and spatial variability of biomass yield and quality. This study highlights the importance of incorporating spatial and temporal variability during biomass supply chain planning via optimization modeling that incorporates 10 years of drought index data, a primary factor contributing to yield and quality variability. The results imply that the cost of delivering biomass to biorefinery may be significantly underestimated if the multi-year temporal and spatial variation in biomass yield and quality is not captured. For long term sustainable biorefinery operations, the industry should optimize supply chain strategy by studying the variability of yield and quality of biomass in their supply sheds.

Identifiers

PMID37100831
PMCPMC10133216

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.