Multi-year and Multi-site Establishment of the Perennial Biomass Crop Miscanthus x giganteus Using a Staggered Start Design to Elucidate N Response

被引:23
作者
Tejera, Mauricio [1 ]
Boersma, Nicholas [1 ]
Vanloocke, Andy [1 ]
Archontoulis, Sotirios [1 ]
Dixon, Philip [2 ]
Miguez, Fernando [1 ]
Heaton, Emily [1 ]
机构
[1] Iowa State Univ, Dept Agron, Ames, IA 50011 USA
[2] Iowa State Univ, Dept Stat, Ames, IA USA
基金
美国食品与农业研究所;
关键词
Bioenergy; Perennial grasses; Staggered start; Replicated planting year; Age effect; Experimental design; Environmental effect; SPECIES COMPOSITION; BIOENERGY-GRASSES; COLD-TOLERANCE; YIELD; NITROGEN; GROWTH; MANAGEMENT; ENERGY; FEEDSTOCK; GENOTYPE;
D O I
10.1007/s12155-019-09985-6
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Much field research on perennial bioenergy crops confounds effects of plant age with those of the growing season, which increases uncertainty and the potential for erroneous conclusions, particularly in maturing stands. Most studies rely on stands planted in a single year and measured across multiple subsequent seasons. These "single-start" designs lack statistical power to separate temporal from environment effects. We used a staggered start experimental design to learn if increased statistical power clarified understanding of Miscanthus x giganteus nitrogen (N) needs. We conducted a staggered start experiment with three planting years and five N rates during the M. x giganteus yield-building phase at three sites across IA, USA. Third-year yields were 21.0, 25.0, and 27.1 Mg dry matter (DM) ha(-1) at the northwest (NW), central, and southeast (SE) sites, respectively. Nitrogen fertilization effects changed with establishment conditions, but not with plant age. At the most N responsive site, N fertilizer changed yields at all stand ages, but not in every year. Yield increases of 150%, 36%, and 40% were observed in 1-, 2-, and 3-year-old stands, respectively, with N addition. Nitrogen effects on 1-year-old stands were positive in SE IA (2.7 kg DM kg(-1) N added), negative (- 2.3 kg DM kg(-1) N) in NW IA, and variable in central IA (- 2.2-9.6 kg DM kg(-1) N), suggesting a site-year-specific response. Yield increases between the first and second years varied by > 100% depending on establishment conditions, highlighting the need for repeated planting before determining economic and agronomic crop viability.
引用
收藏
页码:471 / 483
页数:13
相关论文
共 65 条
[1]   Long-Term Yields of Switchgrass, Giant Reed, and Miscanthus in the Mediterranean Basin [J].
Alexopoulou, Efthymia ;
Zanetti, Federica ;
Scordia, Danilo ;
Zegada-Lizarazu, Walter ;
Christou, Myrsini ;
Testa, Giorgio ;
Cosentino, Salvatore L. ;
Monti, Andrea .
BIOENERGY RESEARCH, 2015, 8 (04) :1492-1499
[2]   Comparison of Arundo donax L. and Miscanthus x giganteus in a long-term field experiment in Central Italy: Analysis of productive characteristics and energy balance [J].
Angelini, Luciana G. ;
Ceccarini, Lucia ;
Di Nassa, Nicoletta Nassi o ;
Bonari, Enrico .
BIOMASS & BIOENERGY, 2009, 33 (04) :635-643
[3]   Early Prediction of Miscanthus Biomass Production and Composition Based on the First Six Years of Cultivation [J].
Arnoult, Stephanie ;
Mansard, Marie-Chantal ;
Brancourt-Hulmel, Maryse .
CROP SCIENCE, 2015, 55 (03) :1104-1116
[4]   A Review on Miscanthus Biomass Production and Composition for Bioenergy Use: Genotypic and Environmental Variability and Implications for Breeding [J].
Arnoult, Stephanie ;
Brancourt-Hulmel, Maryse .
BIOENERGY RESEARCH, 2015, 8 (02) :502-526
[5]   Nitrogen Fertilization Does Significantly Increase Yields of Stands of Miscanthus x giganteus and Panicum virgatum in Multiyear Trials in Illinois [J].
Arundale, Rebecca A. ;
Dohleman, Frank G. ;
Voigt, Thomas B. ;
Long, Stephen P. .
BIOENERGY RESEARCH, 2014, 7 (01) :408-416
[6]   Yields of Miscanthus x giganteus and Panicum virgatum decline with stand age in the Midwestern USA [J].
Arundale, Rebecca A. ;
Dohleman, Frank G. ;
Heaton, Emily A. ;
Mcgrath, Justin M. ;
Voigt, Thomas B. ;
Long, Stephen P. .
GLOBAL CHANGE BIOLOGY BIOENERGY, 2014, 6 (01) :1-13
[7]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[8]   Comparing annual and perennial energy cropping systems with different management intensities [J].
Boehmel, Constanze ;
Lewandowski, Iris ;
Claupein, Wilhelm .
AGRICULTURAL SYSTEMS, 2008, 96 (1-3) :224-236
[9]   Repeated measures vs. repeated plantings in perennial forage grass trials: an empirical analysis of precision and accuracy [J].
Casler, MD .
EUPHYTICA, 1999, 105 (01) :33-42
[10]   Growth, yield and mineral content of Miscanthus x giganteus grown as a biofuel for 14 successive harvests [J].
Christian, D. G. ;
Riche, A. B. ;
Yates, N. E. .
INDUSTRIAL CROPS AND PRODUCTS, 2008, 28 (03) :320-327