Submitted:
04 September 2024
Posted:
05 September 2024
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
- UNESCO’s WH list for the cultural heritage property names and other data such as year of inscription and location,
- The International Center for Space Technology on Natural and Cultural Heritage (HIST) for GIS data of the area extents of the heritage properties[13],
- German Aerospace Center (DLR) for Remote Sensing data and the spatiotemporal analysis of the World Settlement Footprint layer at 30m resolution from 1985 to 2015[1].
2.1. Step 1: State of Conservation-Urban Development
2.2. Step 2: GIS-Heritage Properties Area Extent
2.3. Step 3: RS-World Settlement Footprint Evolution
3. Results
3.1. State of the Conservation
3.2. Land Cover Change Detection
4. Discussion
5. Conclusion
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| UN | United Nations |
| LULC | Land-use and Land-cover |
| WH | World Heritage (List) |
| VHR | Very High Resolution |
| HIST | International Center for Space Technology |
| on natural and cultural Heritage | |
| DLR | Germany Aerospace Center |
| GIS | Geo-information systems |
| LAC | Latin America and the Caribbean |
| APA | Asia and the Pacific |
| EUR | Europe and North America |
| ARB | Arab States |
| AFR | Africa |
| SoC | State of Conservation |
| QGIS | Quantum Geographic Information Systems |
| Software | |
| WSF Ev | World Settlement Footprint Evolution |
| layer | |
| OUV | Outstanding Universal Value |
| UNESCO | United Nations Education, Science and |
| Cultural Organisation |
References
- Esch, T.; Asamer, H.; Bachofer, F.; Balhar, J.; Boettcher, M.; Boissier, E.; d’ Angelo, P.; Gevaert, C.M.; Hirner, A.; Jupova, K.; Kurz, F.; Kwarteng, A.Y.; Mathot, E.; Marconcini, M.; Marin, A.; Metz-Marconcini, A.; Pacini, F.; Paganini, M.; Permana, H.; Soukup, T.; Uereyen, S.; Small, C.; Svaton, V.; Zeidler, J.N. Digital world meets urban planet–new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge. International Journal of Digital Earth 2020, 13, 136–157, Publisher: Taylor & Francis. [Google Scholar] [CrossRef]
- Wilson, J.; Bayón, M. Concrete Jungle: The Planetary Urbanization of the Ecuadorian Amazon. Human Geography(United Kingdom) 2015, 8, 1–23. [Google Scholar] [CrossRef]
- Oriye, O. Urban expansion and urban land use in Ado Ekiti, Nigeria. American Journal of Research Communication 2013, 1. [Google Scholar]
- Moore, M.; Gould, P.; Keary, B.S. Global urbanization and impact on health. International journal of hygiene and environmental health 2003, 206, 269–278. [Google Scholar] [CrossRef]
- Fu, L.; Zhang, Q.; Tang, Y.; Pan, J.; Li, Q. Assessment of urbanization impact on cultural heritage based on a risk-based cumulative impact assessment method. Heritage Science 2023, 11, 177. [Google Scholar] [CrossRef]
- Kiruthiga, K.; Thirumaran, K. Effects of urbanization on historical heritage buildings in Kumbakonam, Tamilnadu, India. Frontiers of Architectural Research 2019, 8, 94–105, Publisher: Elsevier B.V.. [Google Scholar] [CrossRef]
- Chadee, S.; Stoute, V. Development of an urban intensity index to facilitate urban ecosystem studies in Trinidad and Tobago. Journal of Applied Statistics 2018, 45, 508–527. [Google Scholar] [CrossRef]
- Liu, J.; Ren, H.; Wang, X.; Shirazi, Z.; Quan, B. Measuring and predicting urban expansion in the Angkor region of Cambodia. Remote Sensing 2019, 11, 2064. [Google Scholar] [CrossRef]
- Li, Q.q.; Li, X.x.; Ma, Y.h.; Lu, L.l.; Wang, X.y.; Luo, L.; Cheng, Y.t.; Wu, R.c. Urbanization monitoring using big Earth Observation data for world heritage sites of China. IOP Conference Series: Earth and Environmental Science. IOP Publishing, 2020, Vol. 502, p. 012049.
- Guo, H.; Chen, F.; Tang, Y.; Ding, Y.; Chen, M.; Zhou, W.; Zhu, M.; Gao, S.; Yang, R.; Zheng, W.; others. Progress toward the sustainable development of world cultural heritage sites facing land-cover changes. The Innovation 2023, 4. [Google Scholar] [CrossRef]
- Chrastina, P.; Hronček, P.; Gregorová, B.; Žoncová, M. Land-use changes of historical rural landscape—Heritage, protection, and sustainable ecotourism: Case study of Slovak Exclave Čív (Piliscsév) in Komárom-Esztergom County (Hungary). Sustainability 2020, 12, 6048. [Google Scholar] [CrossRef]
- Chen, B.; Iannone III, B.V. FRAGSTATS: A Free Tool for Quantifying and Evaluating Spatial Patterns. EDIS 2020, 2020, 9–9, Publisher: University of Florida George A Smathers Libraries. [Google Scholar] [CrossRef]
- Tang, Y.; Chen, F.; Yang, W.; Ding, Y.; Wan, H.; Sun, Z.; Jing, L. Elaborate Monitoring of Land-Cover Changes in Cultural Landscapes at Heritage Sites Using Very High-Resolution Remote-Sensing Images. Sustainability (Switzerland) 2022, 14. [Google Scholar] [CrossRef]
- Banerjee, R.; Srivastava, P.K. Reconstruction of contested landscape: Detecting land cover transformation hosting cultural heritage sites from Central India using remote sensing. Land Use Policy 2013, 34, 193–203. [Google Scholar] [CrossRef]
- Salem, M.; Tsurusaki, N.; Divigalpitiya, P. Land use/land cover change detection and urban sprawl in the peri-urban area of greater Cairo since the Egyptian revolution of 2011. Journal of Land Use Science 2020, 15, 592–606. [Google Scholar] [CrossRef]
- Karayazi, S.S.; Dane, G.; Vries, B.d. Utilizing urban geospatial data to Understand heritage attractiveness in Amsterdam. ISPRS International Journal of Geo-Information 2021, 10, 198. [Google Scholar] [CrossRef]
- Huang, S.; Hu, Q.; Wang, S. A Risk Assessment Approach of World Heritage Sites Based on RS and GIS:—the cases studies of Mount Emei. 2021 28th International Conference on Geoinformatics; IEEE, 2021; pp. 1–4. [Google Scholar]
- Halim, M.K.; Ahmad, A.; Rahman, M.Z.; Amin, Z.M.; Khanan, M.F.; Musliman, I.A.; Kadir, W.H.; Jamal, M.H.; Maimunah, D.S.; Wahab, A.K.; Zabidi, M.M.; Suaib, N.M.; Zain, R.M. Land use/land cover mapping for conservation of UNESCO Global Geopark using object and pixel-based approaches. IOP Conference Series: Earth and Environmental Science 2018, 169. [Google Scholar] [CrossRef]
- Elfadaly, A.; Attia, W.; Qelichi, M.M.; Murgante, B.; Lasaponara, R. Management of cultural heritage sites using remote sensing indices and spatial analysis techniques. Surveys in Geophysics 2018, 39, 1347–1377. [Google Scholar] [CrossRef]
- Vileikis, O.; Escalante Carrillo, E.; Allayarov, S.; Feyzulayev, A. Documentation for preservation: Methodology and a GIS database of three World Heritage cities in Uzbekistan. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. ISPRS 2017, 4, 311–318. [Google Scholar] [CrossRef]
- Verbruggen, R.; Pereira Roders, A.; Stash, N.; Leony, D.; Bra, P.D. Protected Urban Planet : Monitoring the Evolution of Protected Urban Areas Worldwide. ERSA 54th Congress Regional Development & Globalisation: Best practices, Saint Petersburg, Russia, August 26-29 2014. [Google Scholar]
- Valese, M.; Noardo, F.; Pereira Roders, A. World heritage mapping in a standard-based structured geographical information system. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 2020, 43, 81–88. [Google Scholar] [CrossRef]
- Rao, K. A new paradigm for the identification, nomination and inscription of properties on the World Heritage List. International Journal of Heritage Studies 2010, 16, 161–172. [Google Scholar] [CrossRef]
- Valese, M.; Noardo, F.; Pereira Roders, A. World heritage mapping in a standard-based structured geographical information system. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 2020, 43, 81–88. [Google Scholar] [CrossRef]
- Nishanbaev, I.; Champion, E.; McMeekin, D.A. A survey of geospatial semantic web for cultural heritage. Heritage 2019, 2, 1471–1498. [Google Scholar] [CrossRef]
- Tewabe, D.; Fentahun, T. Assessing land use and land cover change detection using remote sensing in the Lake Tana Basin, Northwest Ethiopia. Cogent Environmental Science 2020, 6, 1778998. [Google Scholar] [CrossRef]
- Campiani, A.; Lingle, A.; Lercari, N. Spatial analysis and heritage conservation: Leveraging 3-D data and GIS for monitoring earthen architecture. Journal of Cultural Heritage 2019, 39, 166–176. [Google Scholar] [CrossRef]
- Hao, S.; Zhu, F.; Cui, Y. Land use and land cover change detection and spatial distribution on the Tibetan Plateau. Scientific Reports 2021, 11, 1–13. [Google Scholar] [CrossRef]
- Das, S.; Angadi, D.P. Land use land cover change detection and monitoring of urban growth using remote sensing and GIS techniques: A micro-level study. GeoJournal 2022, 87, 2101–2123. [Google Scholar] [CrossRef]
- Zhu, Q.; Guo, X.; Deng, W.; Guan, Q.; Zhong, Y.; Zhang, L.; Li, D. Land-use/land-cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing 2022, 184, 63–78. [Google Scholar] [CrossRef]
- Lv, Z.; Liu, T.; Benediktsson, J.A.; Falco, N. Land cover change detection techniques: Very-high-resolution optical images: A review. IEEE Geoscience and Remote Sensing Magazine 2021, 10, 44–63. [Google Scholar] [CrossRef]
- Lv, R.; Liu, Y.; Zhang, L.; Kong, D. Urban historic heritage buffer zone delineation: the case of Shedian. Heritage Science 2022, 10, 1–15. [Google Scholar] [CrossRef]
- Agapiou, A. UNESCO World Heritage properties in changing and dynamic environments: change detection methods using optical and radar satellite data. Heritage Science 2021, 9, 1–15. [Google Scholar] [CrossRef]
- Willis, K.S. Remote sensing change detection for ecological monitoring in United States protected areas. Biological Conservation 2015, 182, 233–242. [Google Scholar] [CrossRef]
- Zomer, R.J.; Ustin, S.L.; Carpenter, C.C. Land cover change along tropical and subtropical riparian corridors within the Makalu Barun National Park and Conservation Area, Nepal. Mountain Research and Development 2001, 21, 175–183. [Google Scholar] [CrossRef]
- Veillon, R.; others. State of conservation of world heritage properties. A statistical analysis (1979–2013), 2014.
- Bergesen, H.O.; Parmann, G.; Thommessen, Ø.B. Convention Concerning the Protection of the World Cultural and Natural Heritage (World Heritage Convention). In Yearbook of International Cooperation on Environment and Development 1998–99; Routledge, 2018; pp. 148–149. [Google Scholar]
- UNESCO. State of conservation information system, 2023.
- Marconcini, M.; Metz-Marconcini, A.; Esch, T.; Gorelick, N. Understanding current trends in global urbanisation-the world settlement footprint suite. GI_Forum 2021, 9, 33–38. [Google Scholar] [CrossRef]
- Marconcini, M.; Metz-Marconcini, A.; Üreyen, S.; Palacios-Lopez, D.; Hanke, W.; Bachofer, F.; Zeidler, J.; Esch, T.; Gorelick, N.; Kakarla, A.; Paganini, M.; Strano, E. Outlining where humans live, the World Settlement Footprint 2015. Scientific Data 2020, 7, 1–14. [Google Scholar] [CrossRef]
- Yastrebova, N.; Eterevskaya, I.; Stetsenko, S. Urban Zoning as a Method to Protection and Develop Historic Settlements (within the Volgograd Region). IOP Conference Series: Earth and Environmental Science. IOP Publishing, 2022, Vol. 988, p. 042075.
- Oevermann, H.; Mieg, H.A. Urban development planning and world cultural heritage: Two perspectives of planning practice dealing with industrial heritage. Planning Practice & Research 2021, 36, 430–441. [Google Scholar]
- Maciulyte-Sniukiene, A.; Butkus, M. Does infrastructure development contribute to EU countries’ economic growth? Sustainability 2022, 14, 5610. [Google Scholar] [CrossRef]
- Becker, W.; Domínguez-Torreiro, M.; Neves, A.R.; Moura, C.T.; Saisana, M. Exploring the link between Asia and Europe connectivity and sustainable development. Research in Globalization 2021, 3, 100045. [Google Scholar] [CrossRef]
- Yu, J.; Safarov, B.; Wang, C.; Buzrukova, M.; Janzakov, B. The Effect of Transportation Networks on Heritage Tourism and New Urbanization—Empirical Research Based on Rich Heritage Sites in a Chinese Province. Heritage 2023, 6, 7293–7315. [Google Scholar] [CrossRef]
- Un-Habitat. State of the World’s cities 2008/9: Harmonious Cities; Earthscan, 2008. [Google Scholar]
- Ekeocha, D.O. Urbanization, inequality, economic development and ecological footprint: Searching for turning points and regional homogeneity in Africa. Journal of Cleaner Production 2021, 291, 125244. [Google Scholar] [CrossRef]
- Brown, N.E.; Liuzza, C.; Meskell, L. The politics of peril: UNESCO’s list of world heritage in danger. Journal of Field Archaeology 2019, 44, 287–303. [Google Scholar] [CrossRef]
- Dumper, M.; Larkin, C. The politics of heritage and the limitations of international agency in contested cities: a study of the role of UNESCO in Jerusalem’s Old City. Review of International Studies 2012, 38, 25–52. [Google Scholar] [CrossRef]
- Otero, J. Heritage conservation future: where we stand, challenges ahead, and a paradigm shift. Global Challenges 2022, 6, 2100084. [Google Scholar] [CrossRef] [PubMed]
- Guzmán, P.; Pereira Roders, A.; Colenbrander, B. Bridging the gap between urban development and cultural heritage protection. IAIA14 Conference Proceedings; 2014. [Google Scholar]








| URBAN DEVELOPMENT | LAC | APA | AFR | EUR | ARB | TOTAL |
|---|---|---|---|---|---|---|
| 1. Housing | 33 | 47 | 25 | 74 | 36 | 215 |
| 2. Ground transport infrastructure | 22 | 38 | 15 | 46 | 19 | 140 |
| 3. Major visitor accommodation and | 15 | 16 | 14 | 29 | 11 | 85 |
| associated infrastructure | ||||||
| 4. Land conversion | 15 | 17 | 23 | 6 | 16 | 77 |
| 5. Interpretative and visitation facilities | 8 | 19 | 10 | 23 | 10 | 70 |
| 6. Mining | 8 | 16 | 20 | 18 | 1 | 63 |
| 7. Water infrastructure | 9 | 16 | 10 | 7 | 5 | 47 |
| 8. Commercial development | 9 | 18 | 3 | 11 | 5 | 46 |
| 9. Livestock, farming and grazing of | 11 | 5 | 19 | 5 | 5 | 45 |
| domesticated animal | ||||||
| 10. Oil and gas | 3 | 4 | 11 | 16 | 2 | 36 |
| 11. Localised utilities | 1 | 5 | 0 | 11 | 19 | 36 |
| 12. Forestry wood productions | 5 | 8 | 8 | 10 | 0 | 31 |
| 13. Major linear and utilities | 5 | 6 | 4 | 9 | 3 | 23 |
| 14. Crop production | 6 | 3 | 8 | 2 | 2 | 21 |
| 15. Marine transport infrastructure | 7 | 5 | 2 | 12 | 4 | 20 |
| 16. Water extraction | 1 | 5 | 3 | 7 | 1 | 17 |
| 17. Renewable energy facilities | 3 | 1 | 2 | 10 | 1 | 17 |
| 18. Air transport infrastructure | 3 | 5 | 3 | 5 | 0 | 16 |
| 19. Underground transport infrastructure | 5 | 4 | 0 | 4 | 2 | 15 |
| 20. Quarrying | 0 | 3 | 0 | 9 | 2 | 14 |
| 21. Industrial area | 2 | 4 | 3 | 2 | 0 | 11 |
| 22. Nonrenewable energy | 0 | 2 | 1 | 4 | 0 | 7 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).