Daniela Jones
Assistant Professor
Joint Appointment with Idaho National Laboratory
266 Weaver Labs
Bio
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
- 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)
- Cultivating PhD Aspirations during College , CBE-LIFE SCIENCES EDUCATION (2022)
- Data-Driven Decisions for Food and Energy , (2022)
- Fostering Responsible Innovation through Stakeholder Engagement: Case Study of North Carolina Sweetpotato Stakeholders , Sustainability (2022)