Rusting Giants Reborn: Science Map Reveals How Industrial Heritage Research Exploded Into a Global Sustainability Movement

Across Europe, Asia, and beyond, the rusting skeletons of blast furnaces, textile mills, coal mines, and shipyards are no longer being treated as debris from an industrial age that has passed. Instead, they have become the focus of one of the fastest-growing fields in the social sciences: industrial heritage research. A new bibliometric study published in SN Social Sciences has now mapped this entire research landscape for the first time in comprehensive detail, analyzing 1,206 publications indexed in the Web of Science Core Collection between 1990 and 2025. The findings reveal a field that has transformed from a niche academic interest into a dynamic, globally connected enterprise sitting at the crossroads of conservation, tourism, urban planning, and sustainable development.

The scale of the recent acceleration is striking. According to the study, led by Jiayuan Li and Xin Xie of the Future Design School at Harbin Institute of Technology in Shenzhen, together with Chunwen Yang and Walton Wider, 79.7 percent of all publications on industrial heritage appeared in just the last decade, between 2016 and 2025. This surge was accompanied by sustained growth in citations, indicating that the field is not merely producing more papers but generating work that other scholars actively build upon. The researchers attribute this intensification to mounting global pressure on post-industrial cities, where deindustrialization has left vast tracts of obsolete infrastructure that demand decisions about demolition, preservation, or transformation.

Geographically, the study found that research output is concentrated in two powerhouses: Europe and China. This distribution reflects the different but converging pressures facing each region. Europe, home to the cradle of the Industrial Revolution, has spent decades grappling with the legacy of abandoned mines and factories in regions such as the Ruhr Valley in Germany and the coalfields of Wales, where heritage tourism has been promoted as a legitimate strategy for post-industrial economic restructuring. China, by contrast, has experienced an extraordinarily rapid wave of industrial restructuring, with cities like Beijing, Shanghai, Chongqing, Nanjing, and Guangzhou racing to decide the fate of factory complexes that ceased operation only within living memory.

To dissect the intellectual architecture of the field, the team employed a battery of computational bibliometric techniques. Performance analysis tracked publication and citation trends over the 35-year window, while VOSviewer software was used to construct co-citation and co-word networks, revealing which scholars and concepts form the field’s foundations and which themes cluster together. CiteSpace, a tool designed to detect emerging trends and transient patterns in scientific literature, was then applied to identify term bursts, periods when particular keywords suddenly spike in scholarly attention. The methodology followed established science-mapping principles, including the systematic review reporting standards set out in the PRISMA 2020 guidelines, lending rigor to the identification and screening of the publication corpus.

The co-citation analysis uncovered three distinct knowledge domains that anchor the field. The first centers on industrial heritage tourism, identity, and memory, a tradition tracing back to foundational work on mines and quarries as tourist attractions and on the role of heritage in community identity. The second domain revolves around adaptive reuse and sustainable urban regeneration, encompassing research on how obsolete industrial buildings can be converted to new functions while reducing environmental impacts, a topic increasingly framed through the lens of the circular economy. The third domain concerns governance and participatory planning, examining how stakeholders, communities, and authorities negotiate the future of industrial sites, from Berlin’s Oberschöneweide district to post-industrial landscapes where public participation has reshaped redevelopment outcomes.

Co-word analysis reinforced these domains while revealing the thematic glue that binds them. Tourism interpretation and place identity emerged as tightly linked concepts, reflecting scholarly consensus that how industrial sites are narrated to visitors shapes whether local communities embrace or resent their heritage designation. Adaptive reuse and conservation for sustainable regeneration formed another thematic cluster, connecting building-level technical decisions to city-scale sustainability goals. A third cluster addressed site management within urban redevelopment, highlighting the practical challenges of integrating heritage protection into planning systems that often prioritize land value and capital accumulation. The researchers note that journal and institutional rankings differed depending on whether productivity, citation impact, or network connectivity was measured, a sign that the field’s most prolific contributors are not always its most influential connectors.

The term-burst analysis added a temporal dimension, showing how scholarly attention has surged around specific concepts at specific moments. Bursts were detected for terms including industrial heritage itself, tourism, adaptive reuse, authenticity, quality, history, heritage, frameworks, and spatial distribution. These bursts chart the field’s evolution: early work concentrated on defining industrial heritage and establishing its touristic value, while later phases saw intensifying focus on authenticity debates, the development of sustainable management frameworks, and the spatial dimensions of heritage within urban fabric. The trajectory suggests a maturing discipline moving from descriptive case studies toward theoretical frameworks and evaluative methods, including multicriteria decision analysis and fuzzy approaches for assessing the value and reuse potential of industrial buildings.

Beneath the bibliometric patterns lies a profound tension that has animated the field since its inception: the dissonant nature of industrial heritage itself. Unlike castles or cathedrals, factories and mines are often sites of labor conflict, environmental degradation, and painful economic loss. Scholars in the field have long wrestled with whose heritage is being preserved and whose is being erased, examining how communities’ sense of deprivation can persist even as their industrial past is packaged for tourists. The new mapping confirms that questions of social value, community recognition, and authorized heritage discourse remain central, with recent work exploring digital and participatory methods for involving superdiverse urban populations in deciding what aspects of their industrial past deserve to survive.

The study’s authors argue that the four research areas identified, heritage interpretation, adaptive reuse, governance, and urban redevelopment, should be understood not as separate silos but as connected components of a single sustainability challenge. A converted power station becomes a cultural venue only if governance structures support its operation; a heritage tourism strategy succeeds only if interpretation resonates with local identity; and urban regeneration flourishes only when conservation performance is measured against real social and environmental outcomes. Yet the analysis also exposes gaps. The authors call for comparative and longitudinal research on conservation performance, public access, social value, and local outcomes, noting that much of the existing literature remains anchored in individual case studies rather than systematic cross-site evaluation over time.

For policymakers, urban planners, and heritage practitioners, the mapping offers a practical roadmap. As cities worldwide confront climate targets, housing shortages, and the economic aftershocks of deindustrialization, the adaptive reuse of industrial buildings is increasingly promoted as a strategy that conserves embodied carbon, preserves cultural memory, and catalyzes neighborhood revitalization simultaneously. The evidence base for those decisions, this study shows, has grown explosively but unevenly, concentrated in Europe and China and organized around three intellectual traditions that are only now beginning to converge. The derived datasets and analysis outputs from the research are being made publicly available under a Creative Commons license, inviting the next generation of scholars to extend the map into regions, languages, and questions that the first 35 years of industrial heritage research have yet to fully reach.

Subject of Research: Bibliometric mapping of global industrial heritage research on conservation, adaptive reuse, and sustainable urban regeneration

Article Title: From industrial remains to sustainable futures: mapping the knowledge structure and emerging directions of industrial heritage research

Article References: Li, J., Xie, X., Yang, C., & Wider, W. (2026). From industrial remains to sustainable futures: mapping the knowledge structure and emerging directions of industrial heritage research. SN Social Sciences, 6(10), Article 468. https://doi.org/10.1007/s43545-026-01777-y

Image Credits: AI Generated

DOI: 10.1007/s43545-026-01777-y

Keywords: industrial heritage, bibliometric analysis, adaptive reuse, heritage tourism, sustainable urban regeneration, co-citation analysis, term-burst analysis, heritage governance, place identity, urban redevelopment, Web of Science, VOSviewer