Spatial forecasting of switchgrass productivity under current and future climate change scenarios

被引:44
作者
Behrman, Kathrine D. [1 ,2 ]
Kiniry, James R. [2 ]
Winchell, Michael [3 ]
Juenger, Thomas E. [1 ]
Keitt, Timothy H. [1 ]
机构
[1] Univ Texas Austin, Sect Integrat Biol, Austin, TX 78712 USA
[2] USDA ARS, Grassland Soil & Water Res Lab, Temple, TX 76502 USA
[3] Stone Environm Inc, Montpelier, VT 05602 USA
基金
美国国家科学基金会;
关键词
ALMANAC model; biofuel; biomass; environmental change; Panicum virgatum; precipitation; switchgrass; temperature; United States; X ENVIRONMENT INTERACTIONS; BIOENERGY FEEDSTOCK; BIOMASS PRODUCTION; ALAMO SWITCHGRASS; DIVERSE SITES; UNITED-STATES; MODEL; BIOFUELS; ENERGY; VARIABILITY;
D O I
10.1890/12-0436.1
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071301 [植物生态学];
摘要
Evaluating the potential of alternative energy crops across large geographic regions, as well as over time, is a necessary component to determining if biofuel production is feasible and sustainable in the face of growing production demands and climatic change. Switchgrass (Panicum virgatum L.), a native perennial herbaceous grass, is a promising candidate for cellulosic feedstock production. In this study, current and future (from 2080 to 2090) productivity is estimated across the central and eastern United States using ALMANAC, a mechanistic model that simulates plant growth over time. The ALMANAC model was parameterized for representative ecotypes of switchgrass. Our results indicate substantial variation in switchgrass productivity both within regions and over time. States along the Gulf Coast, southern Atlantic Coast, and in the East North Central Midwest have the highest current biomass potential. However, these areas also contain critical wetland habitat necessary for the maintenance of biodiversity and agricultural lands necessary for food production. The southern United States is predicted to have the largest decrease in future biomass production. The Great Plains are expected to experience large increases in productivity by 2080-2090 due to climate change. In general, regions where future temperature and precipitation are predicted to increase are also where larger future biomass production is expected. In contrast, regions that show a future decrease in precipitation are associated with smaller future biomass production. Switchgrass appears to be a promising biofuel crop for the central and eastern United States, with local biomass predicted to be high (>10 Mg/ha) for similar to 50% of the area studied for each climate scenario. In order to minimize land conversion and loss of biodiversity, areas that currently have and maintain high productivity under climate change should be targeted for their long-term growth potential.
引用
收藏
页码:73 / 85
页数:13
相关论文
共 56 条
[1]
NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]
[Anonymous], 2011, R: A Language and Environment for Statistical Computing
[3]
Bioclimatic predictions of habitat suitability for the biofuel switchgrass in North America under current and future climate scenarios [J].
Barney, Jacob N. ;
DiTomaso, Joseph M. .
BIOMASS & BIOENERGY, 2010, 34 (01) :124-133
[4]
A review of carbon and nitrogen balances in switchgrass grown for energy [J].
Bransby, DI ;
McLaughlin, SB ;
Parrish, DJ .
BIOMASS & BIOENERGY, 1998, 14 (04) :379-384
[5]
Potential production and environmental effects of switchgrass and traditional crops under current and greenhouse-altered climate in the central United States: a simulation study [J].
Brown, RA ;
Rosenberg, NJ ;
Hays, CJ ;
Easterling, WE ;
Mearns, LO .
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2000, 78 (01) :31-47
[6]
Latitudinal and longitudinal adaptation of switchgrass populations [J].
Casler, M. D. ;
Vogel, K. P. ;
Taliaferro, C. M. ;
Ehlke, N. J. ;
Berdahl, J. D. ;
Brummer, E. C. ;
Kallenbach, R. L. ;
West, C. P. ;
Mitchell, R. B. .
CROP SCIENCE, 2007, 47 (06) :2249-2260
[7]
Ecotypic variation among switchgrass populations from the northern USA [J].
Casler, MD .
CROP SCIENCE, 2005, 45 (01) :388-398
[8]
Latitudinal adaptation of switchgrass populations [J].
Casler, MD ;
Vogel, KP ;
Taliaferro, CM ;
Wynia, RL .
CROP SCIENCE, 2004, 44 (01) :293-303
[9]
Cultivar X environment interactions in switchgrass [J].
Casler, MD ;
Boe, AR .
CROP SCIENCE, 2003, 43 (06) :2226-2233
[10]
Cubasch U., 2001, CLIMATE CHANGE 2001, P526