DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Inter-Annual Precipitation Variability Decreases Switchgrass Productivity from Arid to Mesic Environments

Abstract

Cellulosic biofuels are an important source of renewable biomass within the alternative energy portfolio. Switchgrass (Panicum virgatum L.), a perennial C4 grass native to North America, is widely studied as a biofuel feedstock for its consistently high yields and minimal input requirements. The influences of precipitation amount and temporal variability on the fertilizer response of switchgrass productivity are not fully understood. Moreover, global climate models predict changes in rainfall patterns towards lower and increasingly variable soil water availability in several productive areas worldwide, which may impact net primary production of biofuel crops. We conducted a meta-analysis of aboveground net primary production of switchgrass from 48 publications encompassing 82 different locations, 11 soil types, 52 switchgrass cultivars, fertilizer inputs between 0 to 896 kg N ha–1 year–1, and 1 to 6 years of annual productivity measures repeated on the same stand. Productivity of the lowland ecotype doubled with N rates > 131 kg N ha–1 year–1, but upland ecotype productivity increased only by 50%. Results showed an optimum N rate of 30 to 60 kg N ha–1 year–1 for both ecotypes, after which biomass gain per unit of N added decreased. Growing season precipitation (GSPPT) and inter-annual precipitation variability (inter-PPTvar) affectedmore » both ecotypes similarly. Long-term mean annual precipitation (MAP) differentially affected lowland and upland productivity, depending on the N level. Productivity responses to MAP and GSPPT were similar for both upland and lowland ecotypes at none or low N rates. When N increased beyond 60 kg N ha–1 year–1, lowland cultivars had a greater growth response to MAP than uplands. Productivity increased with increasing GSPPT and MAP and had a positive linear response to MAP ranging from 600 to 1200 mm year–1. One third of the variability in switchgrass production was accounted for by inter-PPTvar. After accounting for MAP, sites with higher inter-PPTvar had lower switchgrass productivity than sites with lower inter-PPTvar. Increased inter-annual variation in precipitation reduced production of both ecotypes. As a result, predicted changes in the amount and timing of precipitation thus likely will exert greater influence on production of upland than lowland ecotypes of switchgrass.« less

Authors:
ORCiD logo [1];  [2];  [3];  [4];  [2];  [3];  [2];  [2]
  1. Univ. of California, Berkeley, CA (United States)
  2. USDA-ARS, Temple, TX (United States)
  3. USDA-ARS, Lincoln, NE (United States)
  4. USDA-NRCS, Temple, TX (United States)
Publication Date:
Research Org.:
Antares Group Inc., Conyers, GA (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Transportation Office. Bioenergy Technologies Office
OSTI Identifier:
1853971
Report Number(s):
DOE-ANTARES-07088-2-7
Journal ID: ISSN 1939-1234
Grant/Contract Number:  
EE0007088
Resource Type:
Accepted Manuscript
Journal Name:
BioEnergy Research
Additional Journal Information:
Journal Volume: 11; Journal Issue: 3; Journal ID: ISSN 1939-1234
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Panicum virgatum L.; Primary production; Precipitation variability; Nitrogen fertilization; Resource limitation

Citation Formats

Reichmann, Lara G., Collins, Harold P., Jin, Virginia L., Johnson, Mari-Vaughn V., Kiniry, Jim R., Mitchell, Robert B., Polley, H. Wayne, and Fay, Philip A. Inter-Annual Precipitation Variability Decreases Switchgrass Productivity from Arid to Mesic Environments. United States: N. p., 2018. Web. doi:10.1007/s12155-018-9922-3.
Reichmann, Lara G., Collins, Harold P., Jin, Virginia L., Johnson, Mari-Vaughn V., Kiniry, Jim R., Mitchell, Robert B., Polley, H. Wayne, & Fay, Philip A. Inter-Annual Precipitation Variability Decreases Switchgrass Productivity from Arid to Mesic Environments. United States. https://doi.org/10.1007/s12155-018-9922-3
Reichmann, Lara G., Collins, Harold P., Jin, Virginia L., Johnson, Mari-Vaughn V., Kiniry, Jim R., Mitchell, Robert B., Polley, H. Wayne, and Fay, Philip A. Tue . "Inter-Annual Precipitation Variability Decreases Switchgrass Productivity from Arid to Mesic Environments". United States. https://doi.org/10.1007/s12155-018-9922-3. https://www.osti.gov/servlets/purl/1853971.
@article{osti_1853971,
title = {Inter-Annual Precipitation Variability Decreases Switchgrass Productivity from Arid to Mesic Environments},
author = {Reichmann, Lara G. and Collins, Harold P. and Jin, Virginia L. and Johnson, Mari-Vaughn V. and Kiniry, Jim R. and Mitchell, Robert B. and Polley, H. Wayne and Fay, Philip A.},
abstractNote = {Cellulosic biofuels are an important source of renewable biomass within the alternative energy portfolio. Switchgrass (Panicum virgatum L.), a perennial C4 grass native to North America, is widely studied as a biofuel feedstock for its consistently high yields and minimal input requirements. The influences of precipitation amount and temporal variability on the fertilizer response of switchgrass productivity are not fully understood. Moreover, global climate models predict changes in rainfall patterns towards lower and increasingly variable soil water availability in several productive areas worldwide, which may impact net primary production of biofuel crops. We conducted a meta-analysis of aboveground net primary production of switchgrass from 48 publications encompassing 82 different locations, 11 soil types, 52 switchgrass cultivars, fertilizer inputs between 0 to 896 kg N ha–1 year–1, and 1 to 6 years of annual productivity measures repeated on the same stand. Productivity of the lowland ecotype doubled with N rates > 131 kg N ha–1 year–1, but upland ecotype productivity increased only by 50%. Results showed an optimum N rate of 30 to 60 kg N ha–1 year–1 for both ecotypes, after which biomass gain per unit of N added decreased. Growing season precipitation (GSPPT) and inter-annual precipitation variability (inter-PPTvar) affected both ecotypes similarly. Long-term mean annual precipitation (MAP) differentially affected lowland and upland productivity, depending on the N level. Productivity responses to MAP and GSPPT were similar for both upland and lowland ecotypes at none or low N rates. When N increased beyond 60 kg N ha–1 year–1, lowland cultivars had a greater growth response to MAP than uplands. Productivity increased with increasing GSPPT and MAP and had a positive linear response to MAP ranging from 600 to 1200 mm year–1. One third of the variability in switchgrass production was accounted for by inter-PPTvar. After accounting for MAP, sites with higher inter-PPTvar had lower switchgrass productivity than sites with lower inter-PPTvar. Increased inter-annual variation in precipitation reduced production of both ecotypes. As a result, predicted changes in the amount and timing of precipitation thus likely will exert greater influence on production of upland than lowland ecotypes of switchgrass.},
doi = {10.1007/s12155-018-9922-3},
journal = {BioEnergy Research},
number = 3,
volume = 11,
place = {United States},
year = {Tue Jun 19 00:00:00 EDT 2018},
month = {Tue Jun 19 00:00:00 EDT 2018}
}

Works referenced in this record:

Low-Input Production of Biomass from Perennial Grasses in the Coastal Plain of Georgia, USA
journal, April 2011

  • Knoll, Joseph E.; Anderson, William F.; Strickland, Timothy C.
  • BioEnergy Research, Vol. 5, Issue 1
  • DOI: 10.1007/s12155-011-9122-x

Perennial Biomass Grasses and the Mason–Dixon Line: Comparative Productivity across Latitudes in the Southern Great Plains
journal, September 2012


A quantitative review comparing the yield of switchgrass in monocultures and mixtures in relation to climate and management factors
journal, February 2010


Productivity responses to altered rainfall patterns in a C 4 -dominated grassland
journal, October 2003


Enhanced precipitation variability decreases grass- and increases shrub-productivity
journal, September 2015

  • Gherardi, Laureano A.; Sala, Osvaldo E.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 41
  • DOI: 10.1073/pnas.1506433112

Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States
journal, June 2005


Switchgrass selection as a “model” bioenergy crop: A history of the process
journal, June 2010


Latitudinal Adaptation of Switchgrass Populations
journal, January 2004


Biomass Production in Switchgrass across the United States: Database Description and Determinants of Yield
journal, January 2010

  • Wullschleger, S. D.; Davis, E. B.; Borsuk, M. E.
  • Agronomy Journal, Vol. 102, Issue 4
  • DOI: 10.2134/agronj2010.0087

Genotypic variation in traits linked to climate and aboveground productivity in a widespread C 4 grass: evidence for a functional trait syndrome
journal, May 2013

  • Aspinwall, Michael J.; Lowry, David B.; Taylor, Samuel H.
  • New Phytologist, Vol. 199, Issue 4
  • DOI: 10.1111/nph.12341

Nitrogen Limitation of net Primary Productivity in Terrestrial Ecosystems is Globally Distributed
journal, February 2008

  • LeBauer, David S.; Treseder, Kathleen K.
  • Ecology, Vol. 89, Issue 2
  • DOI: 10.1890/06-2057.1

Nitrogen limitation in arid-subhumid ecosystems: A meta-analysis of fertilization studies
journal, August 2011


Grassland productivity limited by multiple nutrients
journal, July 2015

  • Fay, Philip A.; Prober, Suzanne M.; Harpole, W. Stanley
  • Nature Plants, Vol. 1, Issue 7
  • DOI: 10.1038/nplants.2015.80

Plant Physiological Ecology
book, January 2008


Natural Variation for Nutrient Use and Remobilization Efficiencies in Switchgrass
journal, October 2009


The biogeochemistry of bioenergy landscapes: carbon, nitrogen, and water considerations
journal, June 2011

  • Robertson, G. Philip; Hamilton, Stephen K.; Del Grosso, Stephen J.
  • Ecological Applications, Vol. 21, Issue 4
  • DOI: 10.1890/09-0456.1

Transformation of the Nitrogen Cycle: Recent Trends, Questions, and Potential Solutions
journal, May 2008


Growing season greenhouse gas flux from switchgrass in the northern great plains
journal, October 2012


Species effects on nitrogen cycling: a test with perennial grasses
journal, October 1990


Switchgrass Biomass and Nitrogen Yield with Over-Seeded Cool-season Forages in the Southern Great Plains
journal, June 2012


Variation Among Biomes in Temporal Dynamics of Aboveground Primary Production
journal, January 2001


Legacies of precipitation fluctuations on primary production: theory and data synthesis
journal, November 2012

  • Sala, Osvaldo E.; Gherardi, Laureano A.; Reichmann, Lara
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 367, Issue 1606
  • DOI: 10.1098/rstb.2011.0347

Climate variation explains a third of global crop yield variability
journal, January 2015

  • Ray, Deepak K.; Gerber, James S.; MacDonald, Graham K.
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms6989

Frequency and Extent of Water Limitation to Primary Production in a Mesic Temperate Grassland
journal, January 2001


Rainfall Variability, Carbon Cycling, and Plant Species Diversity in a Mesic Grassland
journal, December 2002


Contingent productivity responses to more extreme rainfall regimes across a grassland biome
journal, December 2009


Fine root dynamics, coarse root biomass, root distribution, and soil respiration in a multispecies riparian buffer in Central Iowa, USA
journal, January 1998

  • Tufekcioglu, A.; Raich, J. W.; Isenhart, T. M.
  • Agroforestry Systems, Vol. 44, Issue 2/3, p. 163-174
  • DOI: 10.1023/A:1006221921806

Radiation use efficiency and leaf CO2 exchange for diverse C4 grasses
journal, August 1999


Root System Dynamics of Miscanthus × giganteus and Panicum virgatum in Response to Rainfed and Irrigated Conditions in California
journal, December 2012


Water pulses and biogeochemical cycles in arid and semiarid ecosystems
journal, February 2004


Soil type and moisture regime control microbial C and N mineralization in grassland soils more than atmospheric CO2-induced changes in litter quality
journal, March 2013


Hierarchy of responses to resource pulses in arid and semi-arid ecosystems
journal, March 2004


Water controls on nitrogen transformations and stocks in an arid ecosystem
journal, January 2013

  • Reichmann, Lara G.; Sala, Osvaldo E.; Peters, Debra P. C.
  • Ecosphere, Vol. 4, Issue 1
  • DOI: 10.1890/ES12-00263.1

The Biology and Agronomy of Switchgrass for Biofuels
journal, September 2005


Effectiveness of weed management methods in establishment of switchgrass and a native species mixture for biofuels in Wisconsin
journal, January 2012


Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset: UPDATED HIGH-RESOLUTION GRIDS OF MONTHLY CLIMATIC OBSERVATIONS
journal, May 2013

  • Harris, I.; Jones, P. D.; Osborn, T. J.
  • International Journal of Climatology, Vol. 34, Issue 3
  • DOI: 10.1002/joc.3711

Nutrient efficiency along nutrient availability gradients
journal, January 1999


Confronting Multicollinearity in Ecological Multiple Regression
journal, November 2003


A general and simple method for obtaining R 2 from generalized linear mixed-effects models
journal, December 2012


Biomass and Nitrogen Accumulation in Switchgrass: Effects of Soil and Environment
journal, March 1907


Nutrient Uptake by ‘Alamo’ Switchgrass Used as an Energy Crop
journal, March 2009


Nitrogen conservation decreases with fertilizer addition in two perennial grass cropping systems for bioenergy
journal, June 2015


Enhanced precipitation variability effects on water losses and ecosystem functioning: differential response of arid and mesic regions
journal, April 2015

  • Sala, Osvaldo E.; Gherardi, Laureano A.; Peters, Debra P. C.
  • Climatic Change, Vol. 131, Issue 2
  • DOI: 10.1007/s10584-015-1389-z

Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change
journal, February 2008


Plant Physiological Ecology
book, January 1998


Grassland productivity limited by multiple nutrients
text, January 2015

  • Scott, Collins,; Eric, Lind,; Stanley, Harpole, W.
  • The University of North Carolina at Chapel Hill University Libraries
  • DOI: 10.17615/zm6b-t820

Works referencing / citing this record:

Climatic impact, future biomass production, and local adaptation of four switchgrass cultivars
journal, March 2019

  • Zhang, Li; Juenger, Thomas E.; Lowry, David B.
  • GCB Bioenergy, Vol. 11, Issue 8
  • DOI: 10.1111/gcbb.12609

Management controls the net greenhouse gas outcomes of growing bioenergy feedstocks on marginally productive croplands
journal, December 2019

  • Jin, Virginia L.; Schmer, Marty R.; Stewart, Catherine E.
  • Science Advances, Vol. 5, Issue 12
  • DOI: 10.1126/sciadv.aav9318