Key environmental and production factors for understanding variation in switchgrass chemical attributes. Issue 7 (6th May 2022)
- Record Type:
- Journal Article
- Title:
- Key environmental and production factors for understanding variation in switchgrass chemical attributes. Issue 7 (6th May 2022)
- Main Title:
- Key environmental and production factors for understanding variation in switchgrass chemical attributes
- Authors:
- Hoover, Amber N.
Emerson, Rachel
Cortez, Marnie
Owens, Vance
Wolfrum, Ed
Payne, Courtney
Fike, John
Crawford, Jamie
Crawford, Ryan
Farris, Rodney
Hansen, Julie
Heaton, Emily A.
Kumar, Sandeep
Mayton, Hilary
Wilson, Danielle M. - Abstract:
- Abstract: Switchgrass ( Panicum virgatum L.) is a promising feedstock for bioenergy and bioproducts; however, its inherent variability in chemical attributes creates challenges for uniform conversion efficiencies and product quality. It is necessary to understand the range of variation and factors (i.e., field management, environmental) influencing chemical attributes for process improvement and risk assessment. The objectives of this study were to (1) examine the impact of nitrogen fertilizer application rate, year, and location on switchgrass chemical attributes, (2) examine the relationships among chemical attributes, weather and soil data, and (3) develop models to predict chemical attributes using environmental factors. Switchgrass samples from a field study spanning four locations including upland cultivars, one location including a lowland cultivar, and between three and six harvest years were assessed for glucan, xylan, lignin, volatiles, carbon, nitrogen, and ash concentrations. Using variance estimation, location/cultivar, nitrogen application rate, and year explained 65%–96% of the variation for switchgrass chemical attributes. Location/cultivar × year interaction was a significant factor for all chemical attributes indicating environmental‐based influences. Nitrogen rate was less influential. Production variables and environmental conditions occurring during the switchgrass field trials were used to successfully predict chemical attributes using linear regressionAbstract: Switchgrass ( Panicum virgatum L.) is a promising feedstock for bioenergy and bioproducts; however, its inherent variability in chemical attributes creates challenges for uniform conversion efficiencies and product quality. It is necessary to understand the range of variation and factors (i.e., field management, environmental) influencing chemical attributes for process improvement and risk assessment. The objectives of this study were to (1) examine the impact of nitrogen fertilizer application rate, year, and location on switchgrass chemical attributes, (2) examine the relationships among chemical attributes, weather and soil data, and (3) develop models to predict chemical attributes using environmental factors. Switchgrass samples from a field study spanning four locations including upland cultivars, one location including a lowland cultivar, and between three and six harvest years were assessed for glucan, xylan, lignin, volatiles, carbon, nitrogen, and ash concentrations. Using variance estimation, location/cultivar, nitrogen application rate, and year explained 65%–96% of the variation for switchgrass chemical attributes. Location/cultivar × year interaction was a significant factor for all chemical attributes indicating environmental‐based influences. Nitrogen rate was less influential. Production variables and environmental conditions occurring during the switchgrass field trials were used to successfully predict chemical attributes using linear regression models. Upland switchgrass results highlight the complexity in plant responses to growing conditions because all production and environmental variables had strong relationships with one or more chemical attributes. Lowland switchgrass was limited to observations of year‐to‐year environmental variability and nitrogen application rate. All explanatory variable categories were important for lowland switchgrass models but stand age and precipitation relationships were particularly strong. The relationships found in this study can be used to understand spatial and temporal variation in switchgrass chemical attributes. The ability to predict chemical attributes critical for conversion processes in a geospatial/temporal manner would provide state‐of‐the‐art knowledge for risk assessment in the bioenergy and bioproducts industry. Abstract : Switchgrass is a promising feedstock for bioenergy and bioproducts. Chemical attributes were assessed for switchgrass from a field study spanning five locations and up to six harvest years. Production variables and environmental conditions occurring during the switchgrass field trials were used to successfully predict chemical attributes using linear regression models. The relationships found in this study can be used to understand spatial and temporal variation in switchgrass chemical attributes. The ability to predict chemical attributes critical for conversion processes in a geospatial/temporal manner would provide state‐of‐the‐art knowledge for risk assessment in the bioenergy and bioproducts industry. … (more)
- Is Part Of:
- Global change biology. Volume 14:Issue 7(2022)
- Journal:
- Global change biology
- Issue:
- Volume 14:Issue 7(2022)
- Issue Display:
- Volume 14, Issue 7 (2022)
- Year:
- 2022
- Volume:
- 14
- Issue:
- 7
- Issue Sort Value:
- 2022-0014-0007-0000
- Page Start:
- 776
- Page End:
- 792
- Publication Date:
- 2022-05-06
- Subjects:
- bioenergy -- drought -- environmental explanatory variables -- lowland ecotype -- nitrogen -- production factors -- Regional Feedstock Partnership -- upland ecotype
Biomass energy -- Periodicals
Biomass energy -- Environmental aspects -- Periodicals
Energy crops -- Periodicals
662.88 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1757-1707 ↗
http://www3.interscience.wiley.com/journal/122199997/home ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/gcbb.12942 ↗
- Languages:
- English
- ISSNs:
- 1757-1693
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4095.343410
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 21811.xml