Scholars@Duke
David Carlson

David Carlson

Yoh Family Associate Professor of Civil and Environmental Engineering
Civil and Environmental Engineering
Hudson Hall, Durham, NC 27705

Scholarly Works - Other

Big, noisy data: how scalable Gaussian processes can leverage personal weather stations to improve spatiotemporal coverage of urban climate networks

Other · May 21, 2025 Urban temperature varies dramatically across space and time, yet capturing this variability requires a dense, reliable sensor network—something that is rarely available in practice. Spatiotemporal gaps in data coverage make it difficult to connect ... Full text Cite