Wasteback Machine

PhD project

PhD student:

Supervisors:

Melissa Terras (Edinburgh College of Art), Frauke Zeller (Edinburgh College of Art), John Lee (Edinburgh College of Art and School of Informatics)

Outputs from this project

Publications:

Mahoney, D. (2026). Wasteback Machine: a method for quantitative measurement of the archived web. Information Research an International Electronic Journal, 31(iConf), 448–464. https://doi.org/10.47989/ir31iConf64185

Mahoney, D., Terras, M., Lee, J., Zeller, F., & Overbrowsing. (2025, June 23). Sustainable Web Design: Policy Recommendations for Mitigating the Environmental Impact of United Nations’ Websites. Academic Council of the United Nations System (ACUNS) Annual Meeting 2025, Nairobi, Kenya. https://doi.org/10.5281/zenodo.15687967

Mahoney D, Terras M, Lee J, Zeller F (2025) The growing environmental impact of COP websites: An analysis of UNFCCC COP host country websites (1995–2025). PLOS Climate 4(11): e0000767. https://doi.org/10.1371/journal.pclm.0000767

Press coverage:

https://www.thetimes.com/uk/environment/article/cop-websites-produce-far-more-carbon-than-others-researchers-say-lj6g78jbn

https://www.standard.co.uk/news/science/brazil-b1257480.html

https://www.dailymail.co.uk/sciencetech/article-15276455/Websites-COP-climate-conferences-carbon-average.html

https://www.independent.co.uk/news/science/websites-edinburgh-college-of-art-cop29-brazil-b2862444.html

https://uk.news.yahoo.com/cop-climate-summit-websites-produce-190000026.html

Wasteback Machine is an open-source method for measuring the size and composition of web pages as they once were, using the copies preserved in web archives.

The web is ephemeral. Pages are revised, replaced and deleted, usually without trace, and the tools that estimate a website’s environmental impact can examine only what exists today. Its past is thus left unmeasured, and with it any sense of how the present came to be. Wasteback Machine reads web archives as proxy records of the web’s material history and records the conditions under which each page was captured. The result is a historical baseline. Against it, today’s digital footprint appears not as a neutral starting point but as the product of decades of accumulated growth. The method thus makes the cumulative growth of the web visible, measurable and open to scrutiny.

Project dates: 2025