Integrated Landscape Management to Reduce Biomass Feedstock Access Costs [electronic resource]

• Ngôn ngữ: eng
• Ký hiệu phân loại: 333.78 *Recreational and wilderness areas
• Thông tin xuất bản: Washington, D.C. : Oak Ridge, Tenn. : United States. Dept. of Energy. Office of Energy Efficiency and Renewable Energy ; Distributed by the Office of Scientific and Technical Information, U.S. Dept. of Energy, 2021
• Mô tả vật lý: Size: 24 p. : , digital, PDF file.
• Bộ sưu tập: Metadata
• ID: 264037
• Chủ đề: 1. 09 biomass fuels; 2. Biomass; 3. Integrated landscape management; 4. Machine learning; 5. Multi-criteria site suitability

Tóm tắt

Using geospatial, machine learning, and optimization techniques, a field scoring and design framework known as the bioenergy Landscape Environmental Assessment and Design System (bioLEADS) was developed and used to show through modelling that it is possible to reduce biomass feedstock access costs, improve field revenue, and shift intensive row crop production away from subfield areas susceptible to erosion and low in soil organic carbon. The purpose of bioLEADS is to automate agricultural field selection and subfield allocation to perennial energy crop production while incorporating reduced biomass feedstock access costs to support attaining the U.S. Department of Energy (DOE) Bioenergy Technologies Office (BETO) cost targets.