Landscape Governance in the Age of Social Media, 3rd Edition

A special issue of Land (ISSN 2073-445X). This special issue belongs to the section "Land Planning and Landscape Architecture".

Deadline for manuscript submissions: 31 May 2026 | Viewed by 1088

Special Issue Editors


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Guest Editor

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Guest Editor
Faculty of Architecture and Town Planning, Technion—Israel Institute of Technology, Haifa 3200003, Israel
Interests: history and theory of architecture; housing as revolutionary architecture; research methods in digital humanities
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Special Issue Information

Dear Colleagues,

At the end of the 20th century, documents like the World Heritage Guidelines or the European Landscape Convention proposed new and challenging ways of conceptualizing landscape assessment and governance. Consequently, in the last two decades, numerous countries have reevaluated their national planning systems and landscape conservation policies.

During the same time, social media has grown into an extensive source of data with a certain influence on how we regard spaces. Currently, numerous researchers are advocating for the value of social media data in better comprehending ecosystem services’ provision, use, and intensity. Through social media, we may also better comprehend people's patterns of behavior, or how they perceive their landscapes.

The relationship between social media and our current understanding of landscapes and urbanscapes allows for pertinent questions: Is social media useful for administrations in recognizing and adapting to changes in land use, patterns of mobility, or landscape meaning? Is it bringing about a more democratic understanding of the landscape and its conservation? Does it serve local communities to express their feelings towards governance policies? Do any of these factors align with the concepts laid out by international organizations like the IUCN, UNESCO, or the European Council?

In this new Special Issue, we also wanted to extend the scope to the influence of the virtual in our daily lives. New digital technologies have been incorporated into social and cultural processes to such a degree that the divide between the physical and the virtual has largely diffused. This new reality profoundly affects contemporary conceptions of landscapes, both cultural and natural, with dramatic implications for urbanscapes and their constituent architectural elements.

We invite you to delve into the relationship between contemporary forms of landscape valuation and governance and current social media. Possible lines of research include the current connections of social media with the following topics:

  • The impact of social media and the virtual in general in the places we inhabit;
  • User-Generated Content (UGC) or online surveys and the social perception of space;
  • Big data, social media, and spatial research: implications of the meshing of qualitative and quantitative research methods;
  • New methods for urban management and professional practices;
  • Participatory scenarios and land planning based on online technologies;
  • Digital twins, deep mapping, and the virtual datafication of physical spaces: their uses and impact;
  • Traditional ecological knowledge (TEK) and governance decentralization;
  • Multi-scale processes and social–ecological resilience;
  • Spatio-temporal patterns for the maintenance of the living landscape;
  • Sustainable governance and rural landscape stewardship;
  • Inclusive and participatory land governance: a cross-country comparison.

Dr. Nicolas Marine
Dr. Cecilia Arnaiz Schmitz
Dr. Yael Allweil
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Land is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • user-generated content (UGC)
  • social media
  • cultural landscapes
  • landscape governance
  • participatory processes

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Published Papers (1 paper)

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Research

21 pages, 2017 KB  
Article
CNN-Based Classification of Façade Motifs in Market-Developed Housing: A Computational Approach to Tel Aviv’s 1980s–1990s Urban Fabric
by Yiftach Ashkenazi, Dana Silverstein-Duani, Yasha Jacob Grobman and Yael Allweil
Land 2026, 15(3), 460; https://doi.org/10.3390/land15030460 - 13 Mar 2026
Viewed by 439
Abstract
This study applies deep learning to classify façade features in Tel Aviv’s market-developed apartment housing (1980s–1990s), a vast landscape typically excluded from architectural history due to its non-iconic character. We constructed a curated corpus of 877 expert-labeled high-resolution façade images and evaluated whether [...] Read more.
This study applies deep learning to classify façade features in Tel Aviv’s market-developed apartment housing (1980s–1990s), a vast landscape typically excluded from architectural history due to its non-iconic character. We constructed a curated corpus of 877 expert-labeled high-resolution façade images and evaluated whether convolutional neural networks can detect historically meaningful patterns at urban scale. Focusing on the “staggered balcony” motif—linked to national regulation 5442/1992—we show that a ConvNeXt-Tiny model achieved robust classification performance (96.6% accuracy, 90.3% F1) after rigorous dataset curation and expert relabeling. Initial experiments on noisier data produced inconsistent results, underscoring the importance of domain expertise in operationalizing historical categories. Rather than treating machine learning as definitive classification, we present an iterative workflow where architectural historians use model outputs to refine categories, test morphological hypotheses, and identify overlooked variations. The findings demonstrate how CNN-based analysis can advance empirical research on non-iconic built environments and open methodological pathways for cultural heritage studies and digital architectural humanities. Full article
(This article belongs to the Special Issue Landscape Governance in the Age of Social Media, 3rd Edition)
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