Sorghum biomass production in the continental United States and its potential impacts on soil organic carbon and nitrous oxide emissions

被引:35
作者
Gautam, Sagar [1 ,2 ]
Mishra, Umakant [1 ,2 ]
Scown, Corinne D. [2 ,3 ,4 ]
Zhang, Yao [5 ]
机构
[1] Argonne Natl Lab, Environm Sci Div, Lemont, IL 60439 USA
[2] Lawrence Berkeley Natl Lab, Joint BioEnergy Inst, Emeryville, CA USA
[3] Lawrence Berkeley Natl Lab, Energy Anal & Environm Impact Div, Berkeley, CA USA
[4] Lawrence Berkeley Natl Lab, Biol Syst & Engn Div, Berkeley, CA USA
[5] Colorado State Univ, Nat Resource Ecol Lab, Ft Collins, CO 80523 USA
来源
GLOBAL CHANGE BIOLOGY BIOENERGY | 2020年 / 12卷 / 10期
关键词
biomass; DAYCENT; emissions; sequestration; soil organic carbon; sorghum; SWEET SORGHUM; ETHANOL-PRODUCTION; MODEL; DAYCENT; YIELD; TEXTURE; GROWTH; CROP; SIMULATIONS; MISCANTHUS;
D O I
10.1111/gcbb.12736
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
National scale projections of bioenergy crop yields and their environmental impacts are essential to identify appropriate locations to place bioenergy crops and ensure sustainable land use strategies. In this study, we used the process-based Daily Century (DAYCENT) model with site-specific environmental data to simulate sorghum (Sorghum bicolorL. Moench) biomass yield, soil organic carbon (SOC) change, and nitrous oxide emissions across cultivated lands in the continental United States. The simulated rainfed dry biomass productivity ranged from 0.8 to 19.2 Mg ha(-1) year(-1), with a spatiotemporal average of9.7-2.4+2.1 Mg ha(-1) year(-1), and a coefficient of variation of 35%. The average SOC sequestration and direct nitrous oxide emission rates were simulated as0.79-0.45+0.38 Mg CO(2)e ha(-1) year(-1)and0.38-0.06+0.04 Mg CO(2)e ha(-1) year(-1), respectively. Compared to field-observed biomass yield data at multiple locations, model predictions of biomass productivity showed a root mean square error (RMSE) of 5.6 Mg ha(-1) year(-1). In comparison to the multi State (n = 21) NASS database, our results showed RMSE of 5.5 Mg ha(-1) year(-1). Model projections of baseline SOC showed RMSE of 1.9 kg/m(2)in comparison to a recently available continental SOC stock dataset. The model-predicted N2O emissions are close to 1.25% of N input. Our results suggest 10.2 million ha of cultivated lands in the Southern and Lower Midwestern United States will produce >10 Mg ha(-1) year(-1)with net carbon sequestration under rainfed conditions. Cultivated lands in Upper Midwestern states including Iowa, Minnesota, Montana, Michigan, and North Dakota showed lower sorghum biomass productivity (average: 6.9 Mg ha(-1) year(-1)) with net sequestration (average: 0.13 Mg CO(2)e ha(-1) year(-1)). Our national-scale spatially explicit results are critical inputs for robust life cycle assessment of bioenergy production systems and land use-based climate change mitigation strategies.
引用
收藏
页码:878 / 890
页数:13
相关论文
共 73 条
[21]   Simulation of Biomass Yield and Soil Organic Carbon under Bioenergy Sorghum Production [J].
Dou, Fugen ;
Wight, Jason P. ;
Wilson, Lloyd T. ;
Storlien, Joseph O. ;
Hons, Frank M. .
PLOS ONE, 2014, 9 (12)
[22]   Water and nitrogen management effects on semiarid sorghum production and soil trace gas flux under future climate [J].
Duval, Benjamin D. ;
Ghimire, Rajan ;
Hartman, Melannie D. ;
Marsalis, Mark A. .
PLOS ONE, 2018, 13 (04)
[23]   Predicting Greenhouse Gas Emissions and Soil Carbon from Changing Pasture to an Energy Crop [J].
Duval, Benjamin D. ;
Anderson-Teixeira, Kristina J. ;
Davis, Sarah C. ;
Keogh, Cindy ;
Long, Stephen P. ;
Parton, William J. ;
DeLucia, Evan H. .
PLOS ONE, 2013, 8 (08)
[24]   Growth responses of sorghum plants to chilling temperature and duration of exposure [J].
Ercoli, L ;
Mariotti, M ;
Masoni, A ;
Arduini, I .
EUROPEAN JOURNAL OF AGRONOMY, 2004, 21 (01) :93-103
[25]   Soil carbon dynamics and crop productivity as influenced by climate change in a rainfed cereal system under contrasting tillage using EPIC [J].
Farina, Roberta ;
Seddaiu, Giovanna ;
Orsini, Roberto ;
Steglich, Evelyn ;
Roggero, Pier Paolo ;
Francaviglia, Rosa .
SOIL & TILLAGE RESEARCH, 2011, 112 (01) :36-46
[26]   Ecosystem model parameterization and adaptation for sustainable cellulosic biofuel landscape design [J].
Field, John L. ;
Marx, Ernie ;
Easter, Mark ;
Adler, Paul R. ;
Paustian, Keith .
GLOBAL CHANGE BIOLOGY BIOENERGY, 2016, 8 (06) :1106-1123
[27]   Simulated Effects of Soil Texture on Nitrous Oxide Emission Factors from Corn and Soybean Agroecosystems in Wisconsin [J].
Gaillard, Richard ;
Duval, Benjamin D. ;
Osterholz, William R. ;
Kucharik, Christopher J. .
JOURNAL OF ENVIRONMENTAL QUALITY, 2016, 45 (05) :1540-1548
[28]   Yield Results and Stability Analysis from the Sorghum Regional Biomass Feedstock Trial [J].
Gill, John R. ;
Burks, Payne S. ;
Staggenborg, Scott A. ;
Odvody, Gary N. ;
Heiniger, Ron W. ;
Macoon, Bisoondat ;
Moore, Ken J. ;
Barrett, Michael ;
Rooney, William L. .
BIOENERGY RESEARCH, 2014, 7 (03) :1026-1034
[29]   DNDC: A process-based model of greenhouse gas fluxes from agricultural soils [J].
Giltrap, Donna L. ;
Li, Changsheng ;
Saggar, Surinder .
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2010, 136 (3-4) :292-300
[30]   Agronomic Considerations for Sweet Sorghum Biofuel Production in the South-Central USA [J].
Han, K. J. ;
Pitman, W. D. ;
Alison, M. W. ;
Harrell, D. L. ;
Viator, H. P. ;
McCormick, M. E. ;
Gravois, K. A. ;
Kim, M. ;
Day, D. F. .
BIOENERGY RESEARCH, 2012, 5 (03) :748-758