From course project to published dataset and paper: a collaboration with Kelsey Shaw

How a project started during the ds4owd-001 course grew into an open dataset and a peer-reviewed publication in Environmental Science & Technology.

collaboration
data publication
ds4owd
Author

Lars Schöbitz

Published

June 22, 2026

Kelsey Shaw, a PhD student co-supervised at the University of Victoria (Canada) and the Swiss Federal Institute of Aquatic Science and Technology (Eawag, Switzerland), took part in the ds4owd-001 course between September and December 2023. During the course she began working with data she had collected for her PhD research. The openwashdata data scientist Mian Zhong supported Kelsey’s project, and after the course encouraged her to publish the primary dataset underlying her work that formed the basis for subsequent data analysis for future publications, as an open dataset with openwashdata.

Over the following two years, Kelsey worked closely with Mian and Lars. A repository for the data was created on Kelsey’s GitHub profile, where the raw data, the processed data, and the R code that turns one into the other are documented. The repository was made public at the point when the research article based on the data was published.

The first in a series of papers to come from this primary data collection is now published in Environmental Science & Technology (Shaw et al., 2026a), and the openwashdata team is proud to have been part of this journey. The dataset is also published in Eawag’s ERIC research data repository (https://doi.org/10.25678/000FPN), and it has now been curated as an R data package (Shaw et al., 2026b) following the openwashdata data publication workflow. The R data package comes with a website where you can explore the data: https://openwashdata.github.io/fecalcanuga/

This work was carried out in collaboration with the Public Health and Environmental Engineering Lab at the University of Victoria, the Management of Excreta, Wastewater and Sludge (MEWS) group at Eawag, and the Department of Civil and Environmental Engineering at Makerere University.

References

Shaw, K., Niwagaba, C.B., Strande, L., Dorea, C.C., 2026a. Improving methane emission estimates from nonsewered wastewater during storage in septic and holding tanks. Environmental Science & Technology 60, 14467–14481. https://doi.org/10.1021/acs.est.5c17325
Shaw, K., Niwagaba, C.B., Strande, L., Dorea, C.C., Zhong, M., 2026b. Fecalcanuga: Demographic, Environmental, Technical and Physio-chemical Data on Non Sewered Sanitation Containments in Rural Canada and Urban Uganda. https://doi.org/10.5281/zenodo.20795917