Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

A multi-criteria land suitability assessment of field allocation decisions for switchgrass

Journal Article · · Ecological Indicators
With the goal of evaluating biomass resource availability in certain regions in the United States, the Department of Energy, Department of Agriculture, Environmental Protection Agency, national laboratories, and Forest Service research laboratories, together with academic and industry collaborators, performed a resource analysis study, 2016 Billion-Ton Report: Advancing Domestic Resources for a Thriving Bioeconomy, Volume 1: Economic Availability of Feedstocks, using POLYSYS model to estimate biomass potential. The study provided county- and state-level biomass potential projections, with biomass feedstock production estimates and suitability assessment of lands acreage likely to transition to energy crops. For this analysis, we estimate biomass supply by year 2028, more specifically, lands acreage transition to switchgrass in the Midwest of the United States, across 50 counties in 3 states (Nebraska, Kansas, and Colorado). We propose a multi-criteria site suitability framework, to determine the potential acreage and production for switchgrass, at the field level. Site selection criteria span agronomic and ecosystem services such as previous land cover, crop rotation, soil water holding capacity, crop productivity, field efficiency, topography, soil organic matter, soil leaching propensity, distance to surface water bodies, and soil erosivity. Efficient agricultural field selection for dedicated energy crops field allocation is critical to evaluate biomass resource availability, and it is our position that estimation at the field level would provide a more accurate and useful estimation to support an emerging bioeconomy. Using field suitability scores and county-level assessments, we model land allocation decision for energy crop in the future, estimating the spatial distribution of dynamics of energy crop adoption with priority to fields scoring the highest. Additionally, compared with POLYSYS results from the report mentioned above, our method shows good performance overall, with about 2% and 1.2% of difference in switchgrass acreage allocation and crop production, respectively.
Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Transportation Office. Bioenergy Technologies Office
Grant/Contract Number:
AC05-00OR22725; AC07-05ID14517
OSTI ID:
1875333
Journal Information:
Ecological Indicators, Journal Name: Ecological Indicators Journal Issue: n/a Vol. 136; ISSN 1470-160X
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (52)

Combined Fuzzy AHP–GIS for Agricultural Land Suitability Modeling for a Watershed in Southern Iran journal June 2020
Fuzzy-logic modeling of land suitability for hybrid poplar across the Prairie Provinces of Canada journal August 2007
Low-Input Production of Biomass from Perennial Grasses in the Coastal Plain of Georgia, USA journal April 2011
Soil Carbon Sequestration by Switchgrass and No-Till Maize Grown for Bioenergy journal May 2012
Perennial Biomass Grasses and the Mason–Dixon Line: Comparative Productivity across Latitudes in the Southern Great Plains journal September 2012
Soil Erosion Mitigation by Perennial Species Under Mediterranean Environment journal November 2015
An Integrated Landscape Management Approach to Sustainable Bioenergy Production journal June 2017
AHP and GIS based land suitability analysis for Cihanbeyli (Turkey) County journal April 2016
Land suitability assessment for optimum management of water consumption in precise agriculture journal September 2016
An analysis of the potential land base for energy crops in the conterminous United States journal January 1994
Land suitability analysis for the upper Gila River watershed journal August 2000
Biomass and bioenergy applications of the POLYSYS modeling framework11Paper prepared for presentation at the Modeling Tools for Biomass and Bioenergy Conference, 8–10 April 1997 Knoxville, TN journal April 2000
Soil carbon and nitrogen changes as influenced by tillage and cropping systems in some Iowa soils journal March 2005
Potential and limits of land and soil for sustainable intensification of European agriculture journal August 2016
A GIS-integrated fuzzy rule-based inference system for land suitability evaluation in agricultural watersheds journal June 2009
Geospatial assessment of potential bioenergy crop production on urban marginal land journal December 2015
The potential impacts of insecticides on the life-history traits of bees and the consequences for pollination journal June 2011
Spatially explicit modelling of biofuel crops in Europe journal June 2011
Regionalized cost supply potential of bioenergy crops and residues in Colombia: A hybrid statistical balance and land suitability allocation scenario analysis journal July 2021
Agriculture Land Suitability Evaluator (ALSE): A decision and planning support tool for tropical and subtropical crops journal April 2013
Agricultural land use suitability analysis using GIS and AHP technique journal September 2013
Multi-criteria land suitability analysis for agriculture in hilly zone: Remote sensing and GIS approach journal October 2015
Agricultural field shape descriptors as predictors of field efficiency for perennial grass harvesting: An empirical proof journal January 2020
Devs based modeling and simulation of agricultural machinery movement journal October 2020
Land-use proximity as a basis for assessing stream water quality in New York State (USA) journal May 2010
GIS and multi-criteria decision-making analysis assessment of land suitability for rapeseed farming in calcareous soils of semi-arid regions journal August 2019
A GIS-based approach to evaluate biomass potential from energy crops at regional scale journal June 2010
Marginal land suitability for switchgrass, Miscanthus and hybrid poplar in the Upper Mississippi River Basin (UMRB) journal July 2017
Estimating soil moisture and the relationship with crop yield using surface temperature and vegetation index journal May 2014
Multi-criteria land use suitability analysis for livestock development planning in Hangzhou metropolitan area, China journal September 2017
Multi-criteria decision analysis for land suitability mapping in a rural area of Southern Italy journal November 2015
Application of multi-criteria decision making to sustainable energy planning—A review journal August 2004
Estimating the ‘critical’ distance at which adjacent land-use degrades wetland water and sediment quality journal August 2004
Site suitability analysis for potential agricultural land with spatial fuzzy multi-criteria decision analysis in regional scale under semi-arid terrestrial ecosystem journal December 2020
Multi-criteria land evaluation for suitability analysis of wheat: a case study of a watershed in eastern plateau region, India journal April 2013
Combine harvesting efficiency as affected by rice field size and other factors and its implication for adoption of combine contracting service journal January 2019
GIS‐based multicriteria decision analysis: a survey of the literature journal August 2006
A Two-Stage GIS-Based Suitability Model for Siting Biomass-to-Biofuel Plants and its Application in West Virginia, USA journal June 2011
Land suitability analysis for sorghum crop production in northern semi-arid Ethiopia: Application of GIS-based fuzzy AHP approach journal January 2018
On the Use of Weighted Linear Combination Method in GIS: Common and Best Practice Approaches journal January 2000
Poplar and shrub willow energy crops in the United States: field trial results from the multiyear regional feedstock partnership and yield potential maps based on the PRISM-ELM model journal February 2018
Evaluating the suitability of marginal land for a perennial energy crop on the Loess Plateau of China journal June 2021
Meeting US biofuel goals with less land: the potential of Miscanthus journal September 2008
Validation and verification of simulation models conference January 1999
Potential Effects of Climate Change on Soil Properties: A Review journal February 2016
Yield and Yield Gaps in Central U.S. Corn Production Systems journal November 2014
Yield Gaps and Yield Relationships in Central U.S. Soybean Production Systems journal January 2014
Herbaceous Feedstock 2018 State of Technology Report report March 2020
The Potential Impact of Climate Change on Soil Properties and Processes and Corresponding Influence on Food Security journal July 2013
A Midwest USA Perspective on Von Cossel et al.’s Prospects of Bioenergy Cropping Systems for a More Social-Ecologically Sound Bioeconomy journal October 2020
Application of the Overlay Weighted Model and Boolean Logic to Determine the best Locations for Artificial Recharge of Groundwater journal December 2011
Land Capability and Suitability Evaluation for Rain-fed Crops in Semi-arid Lowland Area of North Ethiopia journal January 2017