Nicole Roberts, Ph.D.
![](https://et.charlotte.edu/wp-content/uploads/sites/827/2023/10/barclay_nicole.jpg)
Nicole Roberts, Ph.D.
Education
Ph.D. in Civil Engineering, Clemson University
M.S. in Civil Engineering, Clemson University
B.S. in Civil Engineering Technology, South Carolina State University
Research Interests
Green Stormwater Infrastructure
Water & Stormwater Infrastructure Asset Management
Sociotechnical Infrastructure Systems
Engineering Education for Sustainability
Selected Publications
Roberts, N., Smith, M., & Qi, J. (2024). Data engineering for predictive machine learning of stormwater infrastructure conditions. Engineering Applications of Artificial Intelligence, 133, 108195. https://doi.org/https://doi.org/10.1016/j.engappai.2024.108195
Qi, J., & Barclay, N. (2022). Addressing the social barriers to green stormwater infrastructure in residential areas from a socio-ecological perspective. Journal of Environmental Management, 313, 114987. https://doi.org/https://doi.org/10.1016/j.jenvman.2022.114987
Barclay, N., Westine, C. D., Claris, A., & Martin, F. (2020). Development and Implementation of Adaptive Learning to Engage Learners in Engineering Technology. Journal of Formative Design in Learning, 4(2), 107-118. https://doi.org/10.1007/s41686-020-00050-6
Barclay, N., & Klotz, L. (2019). Role of community participation for green stormwater infrastructure development. Journal of Environmental Management, 251, 109620. https://doi.org/https://doi.org/10.1016/j.jenvman.2019.109620