Daniela Jones

Assistant Professor
Joint Appointment with Idaho National Laboratory
266 Weaver Labs
(919) 515-5843 dsjones5@ncsu.edu WebsiteBio
Dr. Jones is an Assistant Professor in the Biological and Agricultural Engineering Department at North Carolina State University and holds a joint-faculty appointment with Idaho National Laboratory. At NC State, Dr. Jones is also the Data Science Academy Director of Agricultural Analytics; Director of the Agricultural Data Science Certificate; Office of Research and Innovation Faculty Fellow; Graduate Faculty of the Operations Research Program; and a Faculty Fellow of the Center of Geospatial Analytics.
Education
Ph.D. Biological and Agricultural Engineering Texas A&M University 2017
M.S. Industrial Engineering Mississippi State University 2012
B.S. Industrial Engineering Mississippi State University 2009
Area(s) of Expertise
Building on Dr. Jones's operations research experience applied to the agricultural-based energy sector and her desire to promote environmentally friendly energy sources, she continues to develop mathematical models and solution algorithms to solve large-scale problems that arise in the areas of transportation, logistics, and renewable energy systems. She focuses on simulation and optimization of the entire supply chain (including, harvesting, pre-processing, storing, and delivering) for biomass as a feedstock for cost effective production of fuels, products, and power.
Publications
- Multiyear crop residue cover mapping using narrow-band vs. broad-band shortwave infrared satellite imagery , SOIL & TILLAGE RESEARCH (2025)
- Multiyear crop residue cover mapping using narrow-band vs. broad-band shortwave infrared satellite imagery (vol 251, pg 1, 2025) , SOIL & TILLAGE RESEARCH (2025)
- Optimizing a nationwide supply chain for winter oilseeds in sustainable aviation fuel production: Pennycress, camelina, and carinata , RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2025)
- Advancing sweetpotato quality assessment with hyperspectral imaging and explainable artificial intelligence , COMPUTERS AND ELECTRONICS IN AGRICULTURE (2024)
- Characterizing value-added pellets obtained from blends of miscanthus, corn stover, and switchgrass , RENEWABLE ENERGY (2024)
- Decisiones Basadas en Datos para la Alimentación y la Energía , (2024)
- Evaluating two high-throughput phenotyping platforms at early stages of the post-harvest pipeline of sweetpotatoes , SMART AGRICULTURAL TECHNOLOGY (2024)
- Manure nutrient cycling in US animal agriculture basins-North Carolina case study , JOURNAL OF ENVIRONMENTAL QUALITY (2024)
- Nth-plant scenario for blended pellets of Miscanthus, Switchgrass, and Corn Stover using multi-modal transportation: Biorefineries and depots in the contiguous US , BIOMASS & BIOENERGY (2024)
- Predicting sweetpotato traits using machine learning: Impact of environmental and agronomic factors on shape and size , COMPUTERS AND ELECTRONICS IN AGRICULTURE (2024)