Seasonal dynamics of above‐ and below‐ground biomass and nitrogen partitioning in M iscanthus × giganteus and P anicum virgatum across three growing seasons
Open accessAbstract
The first replicated productivity trials of the C 4 perennial grass M iscanthus × giganteus in the U nited S tates showed this emerging ligno‐cellulosic bioenergy feedstock to provide remarkably high annual yields. This covered the 5 years after planting, leaving it uncertain if this high productivity could be maintained in the absence of N fertilization. An expected, but until now unsubstantiated, benefit of both species was investment in roots and perennating rhizomes. This study examines for years 5–7 yields, biomass, C and N in shoots, roots, and rhizomes. The mean peak shoot biomass for M. × giganteus in years 5–7 was 46.5 t ha−1 in O ctober, declining to 38.1 t ha−1 on completion of senescence and at harvest in D ecember, and 20.7 t ha−1 declining to 11.3 t ha−1 for P anicum virgatum. There was no evidence of decline in annual yield with age. Mean rhizome biomass was significantly higher in M. × giganteus at 21.5 t ha−1 compared to 7.2 t ha−1 for P. virgatum, whereas root biomass was similar at 5.6–5.9 t ha−1. M. × giganteus shoots contained 339 kg ha−1 N in A ugust, declining to 193 kg ha−1 in D ecember, compared to 168 and 58 kg ha−1 for P. virgatum. The results suggest substantial remobilization of N to roots and rhizomes, yet still a substantial loss with D ecember harvests. The shoot and rhizome biomass increase of 33.6 t ha−1 during the 2‐month period between J une and A ugust for M. × giganteus corresponds to a solar energy conversion of 4.4% of solar energy into biomass, one of the highest recorded and confirming the remarkable productivity potential of this plant.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
For switchgrass, more carbon was allocated to the roots than to the rhizomes.
“For switchgrass, more C was allocated to the roots than to the rhizomes [25, 66, 71].”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [66]
Due to differences in stand age, depth and sampling frequency, belowground biomass inputs appear very variable.
“Due to differences in stand age, depth and sampling frequency inputs appear very variable [65, 66, 84].”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [66]
Belowground biomass is concentrated in the upper part of the profile; despite large amounts of roots under M. giganteus observed down to 1 to 1.8 m, more than 50% were in the top 30 cm.
“BGB is concentrated in the upper part of the profile [61]; in spite of large amounts of roots under M. giganteus observed down to 1 to 1.8 m [57, 61, 66, 80, 84], more than 50 % were in the top 30 cm.”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [66]
Carbon inputs from Miscanthus rhizomes (1.01 to 2.66 Mg C ha−1 year−1) were generally greater than those from roots (0.19-0.86 Mg C ha−1 year−1).
“The C inputs from Miscanthus rhizomes (1.01 to 2.66 Mg C ha−1 year−1) were generally greater [57, 61, 66, 80, 85] than those from roots (0.19–0.86 Mg C ha−1 year−1, Table 1).”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [66]
Cites
Statistical analysis of repeated measures data using SAS procedures.
Littell, R. C., Henry, P. R., & Ammerman, C. B. (1998) · Journal of Animal Science · doi:10.2527/1998.7641216x · Cited by 2,837 · see citing works
Improving photosynthetic efficiency for greater yield.
Zhu, X.-G., Long, S. P., & Ort, D. R. (2010) · Annual Review of Plant Biology · doi:10.1146/annurev-arplant-042809-112206 · Cited by 1,902 · see citing works
Self-citationAdvanced Technology Paths to Global Climate Stability: Energy for a Greenhouse Planet
Hoffert, M. I., Caldeira, K., Benford, G., Criswell, D. R., Green, C., Herzog, H. J., Jain, A. K., Kheshgi, H. S., Lackner, K. S., Lewis, J. S., et al. (2002) · Science · doi:10.1126/science.1072357 · Cited by 1,550 · see citing works
Lewandowski, I., Scurlock, J. M. O., Lindvall, E., & Christou, M. (2003) · Biomass and Bioenergy · doi:10.1016/s0961-9534(03)00030-8 · Cited by 1,360 · see citing works
What is the maximum efficiency with which photosynthesis can convert solar energy into biomass?
Zhu, X.-G., Long, S. P., & Ort, D. R. (2008) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2008.02.004 · Cited by 1,145 · see citing works
Self-citationDevelopment of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States
McLaughlin, S. B., & Adams Kszos, L. (2005) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2004.05.006 · Cited by 1,091 · see citing works
Meeting US biofuel goals with less land: the potential of Miscanthus
HEATON, E. A., DOHLEMAN, F. G., & LONG, S. P. (2008) · Global Change Biology · doi:10.1111/j.1365-2486.2008.01662.x · Cited by 886 · see citing works
Self-citationMeeting US biofuel goals with less land: the potential of Miscanthus
Rank, F., & Gregory, W. F. (2008) · Cited by 684 · see citing works
Heaton, E. A., Voigt, T., & Long, S. P. (2003) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2003.10.005 · Cited by 574 · see citing works
Self-citationSwitchgrass Biomass Production in the Midwest USA: Harvest and Nitrogen Management
Vogel, K. P., Brejda, J. J., Walters, D. T., & Buxton, D. R. (2002) · Agronomy Journal · doi:10.2134/agronj2002.0413 · Cited by 409 · see citing works
More Productive Than Maize in the Midwest: How Does Miscanthus Do It?
Dohleman, F. G., & Long, S. P. (2009) · PLANT PHYSIOLOGY · doi:10.1104/pp.109.139162 · Cited by 396 · see citing works
Self-citationCarbon mitigation by the energy crop, <i>Miscanthus</i>
CLIFTON‐BROWN, J. C., BREUER, J., & JONES, M. B. (2007) · Global Change Biology · doi:10.1111/j.1365-2486.2007.01438.x · Cited by 393 · see citing works
Christian, D. G., Riche, A. B., & Yates, N. E. (2008) · Industrial Crops and Products · doi:10.1016/j.indcrop.2008.02.009 · Cited by 390 · see citing works
Biomass yield and quality of 20 switchgrass populations in southern Iowa, USA
Lemus, R., Brummer, E. C., Moore, K. J., Molstad, N. E., Burras, C. L., & Barker, M. F. (2002) · Biomass and Bioenergy · doi:10.1016/s0961-9534(02)00073-9 · Cited by 317 · see citing works
Beale, C. V., & Long, S. P. (1997) · Biomass and Bioenergy · doi:10.1016/s0961-9534(97)00016-0 · Cited by 296 · see citing works
Self-citationEckert, B., Weber, O. B., Kirchhof, G., Halbritter, A., Stoffels, M., & Hartmann, A. (2001) · International Journal of Systematic and Evolutionary Microbiology · doi:10.1099/00207713-51-1-17 · Cited by 248 · see citing works
Biomass and Carbon Partitioning in Switchgrass
Frank, A. B., Berdahl, J. D., Hanson, J. D., Liebig, M. A., & Johnson, H. A. (2004) · Crop Science · doi:10.2135/cropsci2004.1391 · Cited by 243 · see citing works
Can perennial C4 grasses attain high efficiencies of radiant energy conversion in cool climates?
Beale, C. V., & Long, S. P. (1995) · Plant Cell & Environment · doi:10.1111/j.1365-3040.1995.tb00565.x · Cited by 241 · see citing works
Self-citationDavis, S. C., Parton, W. J., Dohleman, F. G., Smith, C. M., Grosso, S. D., Kent, A. D., & DeLucia, E. H. (2010) · Ecosystems · doi:10.1007/s10021-009-9306-9 · Cited by 232 · see citing works
Self-citationEnvironment and Harvest Time Affects the Combustion Qualities of Miscanthus Genotypes
Lewandowski, I. M., Brown, J. C., Andersson, B., Basch, G., Christian, D. G., Jørgensen, U., Jones, M. B., Riche, A. B., Schwarz, K., Tayebi, K., et al. (2003) · Agronomy Journal · doi:10.2134/agronj2003.1274 · Cited by 224 · see citing works
Root biomass and shoot to root ratios of perennial forage crops in eastern Canada
Bolinder, M. A., Angers, D. A., Bélanger, G., Michaud, R., & Laverdière, M. R. (2002) · Canadian Journal of Plant Science · doi:10.4141/p01-139 · Cited by 223 · see citing works
The Productivity of the C_4 Grass Echinochloa Polystachya on the Amazon Floodplain
Piedade, M. T. F., Junk, W. J., & Long, S. P. (1991) · Ecology · doi:10.2307/1941118 · Cited by 219 · see citing works
Self-citationHimken, M., Lammel, J., Neukirchen, D., Czypionka-Krause, U., & Olfs, H.-W. (1997) · Plant and Soil · doi:10.1023/a:1004244614537 · Cited by 218 · see citing works
Carbon sequestration in perennial bioenergy, annual corn and uncultivated systems in southern Quebec
Zan, C. S., Fyles, J. W., Girouard, P., & Samson, R. A. (2001) · Agriculture, Ecosystems & Environment · doi:10.1016/s0167-8809(00)00273-5 · Cited by 218 · see citing works
Root distribution and soil moisture retrieval in perennial and annual energy crops in Northern Italy
Monti, A., & Zatta, A. (2009) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2009.04.007 · Cited by 213 · see citing works
Seasonal nitrogen dynamics of Miscanthus×giganteus and Panicum virgatum
Heaton, E. A., Dohleman, F. G., & Long, S. P. (2009) · GCB Bioenergy · doi:10.1111/j.1757-1707.2009.01022.x · Cited by 211 · see citing works
Self-citation(1965) · Bulletin of the American Meteorological Society · doi:10.1175/1520-0477-46.10.644 · Cited by 209 · see citing works
Kahle, P., Beuch, S., Boelcke, B., Leinweber, P., & Schulten, H.-R. (2001) · European Journal of Agronomy · doi:10.1016/s1161-0301(01)00102-2 · Cited by 208 · see citing works
Is It Time to Shoot for the Sun?
Service, R. F. (2005) · Science · doi:10.1126/science.309.5734.548 · Cited by 205 · see citing works
Carbon sequestration in soil beneath long-term Miscanthus plantations as determined by abundance
Hansen, E. M., Christensen, B. T., Jensen, L. S., & Kristensen, K. (2004) · Biomass and Bioenergy · doi:10.1016/s0961-9534(03)00102-8 · Cited by 197 · see citing works
Cultivar × Environment Interactions in Switchgrass
Casler, M. D., & Boe, A. R. (2003) · Crop Science · doi:10.2135/cropsci2003.2226 · Cited by 189 · see citing works
Kirchhof, G., Eckert, B., Stoffels, M., Baldani, J. I., Reis, V. M., & Hartmann, A. (2001) · INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY · doi:10.1099/00207713-51-1-157 · Cited by 177 · see citing works
Wang, D., Portis, A. R., Moose, S. P., & Long, S. P. (2008) · PLANT PHYSIOLOGY · doi:10.1104/pp.108.120709 · Cited by 166 · see citing works
Self-citationNeukirchen, D., Himken, M., Lammel, J., Czypionka-Krause, U., & Olfs, H.-W. (1999) · European Journal of Agronomy · doi:10.1016/s1161-0301(99)00031-3 · Cited by 159 · see citing works
Morgan, P. B., Bollero, G. A., Nelson, R. L., Dohleman, F. G., & Long, S. P. (2005) · Global Change Biology · doi:10.1111/j.1365-2486.2005.001017.x · Cited by 156 · see citing works
Self-citationKeselman, H. J., Algina, J. J., Kowalchuk, R. K., & Wolfinger, R. D. (1998) · Communications in Statistics - Simulation and Computation · doi:10.1080/03610919808813497 · Cited by 148 · see citing works
Kirchhof, G., Reis, V. M., Baldani, J. I., et al. (1997) · Plant and Soil · doi:10.1023/a:1004217904546 · Cited by 146 · see citing works
Impacts of soil management on root characteristics of switchgrass
Ma, Z., Wood, C. W., & Bransby, D. I. (2000) · Biomass and Bioenergy · doi:10.1016/s0961-9534(99)00076-8 · Cited by 145 · see citing works
Nitrogen influences biomass and nutrient partitioning by perennial, warm-season grasses
Heggenstaller, A. H., Moore, K. J., Liebman, M., & Anex, R. P. (2009) · Agronomy Journal · doi:10.2134/agronj2008.0225x · Cited by 135 · see citing works
Dohleman, F. G., Heaton, E. A., Leakey, A. D. B., & Long, S. P. (2009) · Plant Cell & Environment · doi:10.1111/j.1365-3040.2009.02017.x · Cited by 134 · see citing works
Self-citationStrullu, L., Cadoux, S., Preudhomme, M., Jeuffroy, M. H., & Beaudoin, N. (2011) · Field Crops Research · doi:10.1016/j.fcr.2011.01.005 · Cited by 126 · see citing works
Amougou, N., Bertrand, I., Machet, J.-M., & Recous, S. (2011) · Plant and Soil · doi:10.1007/s11104-010-0443-x · Cited by 111 · see citing works
Source of the soybean N credit in maize production
Gentry, L. E., Below, F. E., David, M. B., et al. (2001) · Plant and Soil · doi:10.1023/a:1012707617126 · Cited by 103 · see citing works
Garten, C. T., Smith, J. L., Tyler, D. D., Amonette, J. E., Bailey, V. L., Brice, D. J., Castro, H. F., Graham, R. L., Gunderson, C. A., Izaurralde, R. C., et al. (2010) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2009.12.019 · Cited by 79 · see citing works
MIGUEZ, F. E., ZHU, X., HUMPHRIES, S., BOLLERO, G. A., & LONG, S. P. (2009) · GCB Bioenergy · doi:10.1111/j.1757-1707.2009.01019.x · Cited by 79 · see citing works
Self-citationCarbon Sequestration under Irrigated Switchgrass ( <i>Panicum virgatum</i> L.) Production
Collins, H. P., Smith, J. L., Fransen, S., Alva, A. K., Kruger, C. E., & Granatstein, D. M. (2010) · Soil Science Society of America Journal · doi:10.2136/sssaj2010.0020 · Cited by 56 · see citing works
Garten, C. T., Brice, D. J., Castro, H. F., Graham, R. L., Mayes, M. A., Phillips, J. R., Post, W. M., Schadt, C. W., Wullschleger, S. D., Tyler, D. D., et al. (2011) · Agriculture Ecosystems & Environment · doi:10.1016/j.agee.2010.12.016 · Cited by 53 · see citing works
Kiniry, J. R., Johnson, M. V., Bruckerhoff, S. B., Kaiser, J., Cordsiemon, R. L., & Harmel, R. D. (2011) · BioEnergy Research · doi:10.1007/s12155-011-9116-8 · Cited by 48 · see citing works
Measurement of plant biomass and net primary production of herbaceous vegetation
Roberts, M. J., Long, S. P., Tieszen, L. L., & Beadle, C. L. (1993) · Springer eBooks · doi:10.1007/978-94-011-1566-7_1 · Cited by 44 · see citing works
Self-citationGreen Plants, Fossil Fuels, and Now Biofuels
Pimentel, D., & Patzek, T. W. (2006) · BioScience · doi:10.1641/0006-3568(2006)56[875:gpffan]2.0.co;2 · Cited by 32 · see citing works
Xu, B., Li, F., & Lun, S. (2010) · Communications in Soil Science and Plant Analysis · doi:10.1080/00103624.2010.495806 · Cited by 18 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Environmental costs and benefits of growing<i>Miscanthus</i>for bioenergy in the<scp>UK</scp>
McCalmont, J. P., Hastings, A., McNamara, N. P., Richter, G. M., Robson, P., Donnison, I. S., & Clifton‐Brown, J. (2017) · GCB Bioenergy · doi:10.1111/gcbb.12294 · Cited by 244 · see citing works
Altered Belowground Carbon Cycling Following Land-Use Change to Perennial Bioenergy Crops
Anderson-Teixeira, K. J., Masters, M. D., Black, C. K., Zeri, M., Hussain, M. Z., Bernacchi, C. J., & DeLucia, E. H. (2013) · Ecosystems · doi:10.1007/s10021-012-9628-x · Cited by 175 · see citing works
Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out?
Agostini, F., Gregory, A. S., & Richter, G. M. (2015) · BioEnergy Research · doi:10.1007/s12155-014-9571-0 · Cited by 155 · see citing works
Arundale, R. A., Dohleman, F. G., Heaton, E. A., Mcgrath, J. M., Voigt, T. B., & Long, S. P. (2014) · GCB Bioenergy · doi:10.1111/gcbb.12077 · Cited by 140 · see citing works
Self-citationIqbal, Y., Gauder, M., Claupein, W., Graeff-Hönninger, S., & Lewandowski, I. (2015) · Energy · doi:10.1016/j.energy.2015.05.134 · Cited by 86 · see citing works
Arundale, R. A., Dohleman, F. G., Voigt, T. B., & Long, S. P. (2014) · BioEnergy Research · doi:10.1007/s12155-013-9385-5 · Cited by 87 · see citing works
Self-citationPogrzeba, M., Rusinowski, S., Sitko, K., Krzyżak, J., Skalska, A., Małkowski, E., Ciszek, D., Werle, S., McCalmont, J. P., Mos, M., et al. (2017) · Environmental Pollution · doi:10.1016/j.envpol.2017.03.058 · Cited by 78 · see citing works
Larsen, S. U., Jørgensen, U., Kjeldsen, J. B., & Lærke, P. E. (2014) · BioEnergy Research · doi:10.1007/s12155-013-9389-1 · Cited by 73 · see citing works
Switchgrass nitrogen response and estimated production costs on diverse sites
Fike, J. H., Pease, J. W., Owens, V. N., Farris, R. L., Hansen, J. L., Heaton, E. A., Hong, C. O., Mayton, H. S., Mitchell, R. B., & Viands, D. R. (2017) · GCB Bioenergy · doi:10.1111/gcbb.12444 · Cited by 64 · see citing works
Self-citationRichter, G. M., Agostini, F., Redmile-Gordon, M., White, R., & Goulding, K. W. T. (2015) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2014.11.011 · Cited by 57 · see citing works
Martani, E., Ferrarini, A., Serra, P., Pilla, M., Marcone, A., & Amaducci, S. (2021) · GCB Bioenergy · doi:10.1111/gcbb.12785 · Cited by 43 · see citing works
“These high rates of N accumulation can only be explained assuming a relevant N fixation process for PECs (Dohleman et al., 2012).”
BackgroundLedo, A., Heathcote, R., Hastings, A., Smith, P., & Hillier, J. (2018) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2017.12.005 · Cited by 37 · see citing works
“Roots are about 20% of the below-ground biomass for most bioenergy crops (Dohleman et al., 2012).”
BackgroundMiscanthus agronomy and bioenergy feedstock potential on minesoils.
Ussiri, D. A. N., & Lal, R. (2014) · Biofuels · doi:10.1080/17597269.2015.1024388 · Cited by 23 · see citing works
Yield Potential and Nitrogen Requirements of <i>Miscanthus</i> × <i>giganteus</i> on Eroded Soil
Yost, M. A., Randall, B. K., Kitchen, N. R., Heaton, E. A., & Myers, R. L. (2017) · Agronomy Journal · doi:10.2134/agronj2016.10.0582 · Cited by 22 · see citing works
Self-citationBioenergy crop production on reclaimed mine land in the North Appalachian region, USA
Ussiri, D. A. N., Guzman, J. G., Lal, R., & Somireddy, U. (2019) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2019.04.024 · Cited by 13 · see citing works
Di Virgilio, N., Facini, O., Nocentini, A., Nardino, M., Rossi, F., & Monti, A. (2019) · GCB Bioenergy · doi:10.1111/gcbb.12523 · Cited by 9 · see citing works
- Authors
- Dohleman, F. G., Heaton, E. A., Arundale, R. A., & Long, S. P.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- Iowa State University (US)
- Corresponding author
- Long, Stephen P.
- Venue
- GCB Bioenergy
- Publisher
- Wiley
- Published
- 2012-01-16
- Volume
- 4
- Issue
- 5
- Pages
- 534-544
- ISSN
- 1757-1693 (ISSN-L)
- 1757-1707
- OpenAlex
- W2038066255
- Cited by
- 175
- References
- 52
- Citations by year
- 2026: 3 · 2025: 13 · 2024: 8 · 2023: 6 · 2022: 11 · 2021: 7 · 2020: 13 · 2019: 9 · 2018: 5 · 2017: 17 · 2016: 18 · 2015: 17 · 2014: 26 · 2013: 17 · 2012: 5
- FWCI
- 41.76
- Type
- journal article
- Language
- en
- Open access
- green
- lib.dr.iastate.edu
- Locations
- GCB Bioenergy (publishedVersion)
- Iowa State University Digital Repository (Iowa State University) (submittedVersion, cc-by)
- Funders
- University of Illinois at Urbana-Champaign
- Topics
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Bioenergy crop production and management
- Physical Sciences › Engineering › Biomedical Engineering › Biofuel production and bioconversion
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Crop Yield and Soil Fertility
- Keywords
- Miscanthus × giganteus, switchgrass, perennial grasses, seasonal biomass dynamics, nitrogen partitioning, rhizome biomass, root biomass, nitrogen remobilization, shoot biomass, solar energy conversion efficiency, yield stability, nitrogen fertilization
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review