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Title: Environmental limitation mapping of potential biomass resources across the conterminous U nited S tates

Journal Article · · Global Change Biology. Bioenergy
DOI:https://doi.org/10.1111/gcbb.12496· OSTI ID:1417003
ORCiD logo [1];  [1];  [2];  [3]
  1. PRISM Climate Group Northwest Alliance for Computational Science and Engineering 2000 Kelley Engineering Center Oregon State University Corvallis OR USA
  2. Department of Crop and Soil Science Oregon State University 125 Crop Science Building Corvallis OR USA
  3. Bioenergy Resource and Engineering Systems Group Environmental Sciences Division Oak Ridge National Laboratory PO BOX 2008 MS6036 Oak Ridge TN 37831‐6036 USA

Abstract Several crops have recently been identified as potential dedicated bioenergy feedstocks for the production of power, fuels, and bioproducts. Despite being identified as early as the 1980s, no systematic work has been undertaken to characterize the spatial distribution of their long‐term production potentials in the United states. Such information is a starting point for planners and economic modelers, and there is a need for this spatial information to be developed in a consistent manner for a variety of crops, so that their production potentials can be intercompared to support crop selection decisions. As part of the Sun Grant Regional Feedstock Partnership (RFP), an approach to mapping these potential biomass resources was developed to take advantage of the informational synergy realized when bringing together coordinated field trials, close interaction with expert agronomists, and spatial modeling into a single, collaborative effort. A modeling and mapping system called PRISM‐ELM was designed to answer a basic question: How do climate and soil characteristics affect the spatial distribution and long‐term production patterns of a given crop? This empirical/mechanistic/biogeographical hybrid model employs a limiting factor approach, where productivity is determined by the most limiting of the factors addressed in submodels that simulate water balance, winter low‐temperature response, summer high‐temperature response, and soil pH , salinity, and drainage. Yield maps are developed through linear regressions relating soil and climate attributes to reported yield data. The model was parameterized and validated using grain yield data for winter wheat and maize, which served as benchmarks for parameterizing the model for upland and lowland switchgrass, CRP grasses, Miscanthus, biomass sorghum, energycane, willow, and poplar. The resulting maps served as potential production inputs to analyses comparing the viability of biomass crops under various economic scenarios. The modeling and parameterization framework can be expanded to include other biomass crops.

Research Organization:
Oregon State Univ., Corvallis, OR (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Sustainable Transportation Office. Bioenergy Technologies Office (BETO); United States Dept. of Agriculture (USDA); Oregon State Univ. (United States)
Grant/Contract Number:
AC05-00OR22725; FC36-05GO85041; PO 4500073924
OSTI ID:
1417003
Alternate ID(s):
OSTI ID: 1423054; OSTI ID: 1460580
Journal Information:
Global Change Biology. Bioenergy, Journal Name: Global Change Biology. Bioenergy Vol. 10 Journal Issue: 10; ISSN 1757-1693
Publisher:
Wiley-BlackwellCopyright Statement
Country of Publication:
United Kingdom
Language:
English
Citation Metrics:
Cited by: 17 works
Citation information provided by
Web of Science

References (44)

A Modeling Approach to Determining the Relationship Between Erosion and Soil Productivity journal January 1984
Evapotranspiration and crop coefficient of poplar and willow short-rotation coppice used as vegetation filter journal July 2008
The effect of night temperature on greenhouse grown tomato yields in warm climates journal October 1998
A Statistical-Topographic Model for Mapping Climatological Precipitation over Mountainous Terrain journal February 1994
Empirical geographic modeling of switchgrass yields in the United States: EMPIRICAL SWITCHGRASS MODELING journal September 2010
Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change journal August 2009
Maize canopies under two soil water regimes journal February 1998
Multisite Yield Gap Analysis of Miscanthus × giganteus Using the STICS Model journal May 2015
Bioenergy crop models: descriptions, data requirements, and future challenges journal March 2012
Latitudinal Adaptation of Switchgrass Populations journal January 2004
Pan-European crop modelling with EPIC: Implementation, up-scaling and regional crop yield validation journal September 2013
Biomass Production in Switchgrass across the United States: Database Description and Determinants of Yield journal January 2010
The development of MISCANFOR, a new Miscanthus crop growth model: towards more robust yield predictions under different climatic and soil conditions journal April 2009
Using species distribution models to identify suitable areas for biofuel feedstock production: MODELING BIOFUEL FEEDSTOCK PRODUCTION journal April 2010
Reference Crop Evapotranspiration from Temperature journal January 1985
Development of a New USDA Plant Hardiness Zone Map for the United States journal February 2012
Crop coefficients and water-use estimates for sugarcane based on long-term Bowen ratio energy balance measurements journal August 2003
Switchgrass Biomass Simulation at Diverse Sites in the Northern Great Plains of the U.S. journal December 2008
The impact of soil salinity on the yield, composition and physiology of the bioenergy grass Miscanthus  ×  giganteus journal April 2016
Evapotranspiration partitioning and water use efficiency of switchgrass and biomass sorghum managed for biofuel journal June 2015
Plant resistance to cold stress: Mechanisms and environmental signals triggering frost hardening and dehardening journal December 2004
Comparative physiology of salt and water stress journal February 2002
Potential production and environmental effects of switchgrass and traditional crops under current and greenhouse-altered climate in the central United States: a simulation study journal March 2000
A physiological and biophysical model of coppice willow ( S alix spp.) production yields for the contiguous USA in current and future climate scenarios : Physiologically based model of a woody bioenergy crop journal June 2015
Comparing predicted yield and yield stability of willow and Miscanthus across Denmark journal April 2016
Assessing on-farm productivity of Miscanthus crops by combining soil mapping, yield modelling and remote sensing journal February 2016
Relationship between low-temperature tolerance and vernalization response in wheat and rye journal January 1996
Natural Variation of Flowering Time and Vernalization Responsiveness in Brachypodium distachyon journal February 2010
Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States journal December 2008
Spatial forecasting of switchgrass productivity under current and future climate change scenarios journal January 2013
Heat tolerance in plants: An overview journal December 2007
Climatic and genetic controls of yields of switchgrass, a model bioenergy species journal January 2012
Selection for Biomass Yield in Upland, Lowland, and Hybrid Switchgrass journal January 2014
Physiological Evaluation of Alkali-Salt Tolerance of Thirty Switchgrass (Panicum virgatum) Lines journal July 2015
Evapotranspiration, crop coefficient and water use efficiency of giant reed ( Arundo donax L.) and miscanthus ( Miscanthus × giganteus Greef et Deu.) in a Mediterranean environment. journal June 2014
Modelling the spatial allocation of second-generation feedstock (lignocellulosic crops) in Europe journal June 2015
Salt tolerance in Zea mays (L). following inoculation with Rhizobium and Pseudomonas journal January 2009
Temperature thresholds and crop production: a review journal February 2011
Modeling spatial and dynamic variation in growth, yield, and yield stability of the bioenergy crops Miscanthus × giganteus and Panicum virgatum across the conterminous United States journal December 2011
Assessing Sustainable Bioenergy Feedstock Production Potential by Integrated Geospatial Analysis of Land Use and Land Quality journal May 2015
Spatial yield estimates of fast-growing willow plantations for energy based on climatic variables in northern Europe journal February 2016
Crop Yield Gaps: Their Importance, Magnitudes, and Causes journal November 2009
Estimates of Biomass Yield for Perennial Bioenergy Grasses in the USA journal November 2014
Root characteristics of C4 grasses limit reliance on deep soil water in tallgrass prairie journal January 2012

Figures / Tables (6)