An Application of Machine Learning Algorithms by Synergetic Use of SAR and Optical Data for Monitoring Historic Clusters in Cypriot Cities
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Eulalia Jadraque Gago & Saioa Etxebarria Berrizbeitia & Rosalía Pacheco Torres & Tariq Muneer, 2020. "Effect of Land Use/Cover Changes on Urban Cool Island Phenomenon in Seville, Spain," Energies, MDPI, vol. 13(12), pages 1-22, June.
- Aksana Yarashynskaya & Piotr Prus, 2022. "Smart Energy for a Smart City: A Review of Polish Urban Development Plans," Energies, MDPI, vol. 15(22), pages 1-13, November.
- Davide Simeone & Marianna Rotilio & Federica Cucchiella, 2023. "Construction Work and Utilities in Historic Centers: Strategies for a Transition towards Fuel-Free Construction Sites," Energies, MDPI, vol. 16(2), pages 1-20, January.
- Tianqi Rong & Pengyan Zhang & Wenlong Jing & Yu Zhang & Yanyan Li & Dan Yang & Jiaxin Yang & Hao Chang & Linna Ge, 2020. "Carbon Dioxide Emissions and Their Driving Forces of Land Use Change Based on Economic Contributive Coefficient (ECC) and Ecological Support Coefficient (ESC) in the Lower Yellow River Region (1995–20," Energies, MDPI, vol. 13(10), pages 1-18, May.
- Ehab Shahat & Chang T. Hyun & Chunho Yeom, 2021. "City Digital Twin Potentials: A Review and Research Agenda," Sustainability, MDPI, vol. 13(6), pages 1-20, March.
- Mehrdad Chahardowli & Hassan Sajadzadeh & Farshid Aram & Amir Mosavi, 2020. "Survey of Sustainable Regeneration of Historic and Cultural Cores of Cities," Energies, MDPI, vol. 13(11), pages 1-21, May.
- Lin Luo & Pengpeng Li & Xuesong Yan, 2021. "Deep Learning-Based Building Extraction from Remote Sensing Images: A Comprehensive Review," Energies, MDPI, vol. 14(23), pages 1-25, November.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Claire Daniel & Christopher Pettit, 2022. "Charting the past and possible futures of planning support systems: Results of a citation network analysis," Environment and Planning B, , vol. 49(7), pages 1875-1892, September.
- Chunhai Tan & Tao Chen & Jiayu Liu & Xin Deng & Hongfei Wang & Junwei Ma, 2024. "Building Extraction from Unmanned Aerial Vehicle (UAV) Data in a Landslide-Affected Scattered Mountainous Area Based on Res-Unet," Sustainability, MDPI, vol. 16(22), pages 1-15, November.
- Yadi Zhao & Lei Yan & Jian Wu & Ximing Song, 2023. "Design and Implementation of a Digital Twin System for Log Rotary Cutting Optimization," Future Internet, MDPI, vol. 16(1), pages 1-14, December.
- Hang Yu & Weidong Song & Bing Zhang & Hongbo Zhu & Jiguang Dai & Jichao Zhang, 2024. "MMS-EF: A Multi-Scale Modular Extraction Framework for Enhancing Deep Learning Models in Remote Sensing," Land, MDPI, vol. 13(11), pages 1-18, November.
- Aleksandra Jadach-Sepioło & Katarzyna Olejniczak-Szuster & Michał Dziadkiewicz, 2021. "Does Environment Matter in Smart Revitalization Strategies? Management towards Sustainable Urban Regeneration Programs in Poland," Energies, MDPI, vol. 14(15), pages 1-16, July.
- Hossein Omrany & Karam M. Al-Obaidi & Amreen Husain & Amirhosein Ghaffarianhoseini, 2023. "Digital Twins in the Construction Industry: A Comprehensive Review of Current Implementations, Enabling Technologies, and Future Directions," Sustainability, MDPI, vol. 15(14), pages 1-26, July.
- Yichen Ding & Yaping Huang & Lairong Xie & Shiwei Lu & Leizhou Zhu & Chunguang Hu & Yidan Chen, 2022. "Spatial Patterns Exploration and Impacts Modelling of Carbon Emissions: Evidence from Three Stages of Metropolitan Areas in the YREB, China," Land, MDPI, vol. 11(10), pages 1-18, October.
- Vittorio Astarita & Giuseppe Guido & Sina Shaffiee Haghshenas & Sami Shaffiee Haghshenas, 2024. "Risk Reduction in Transportation Systems: The Role of Digital Twins According to a Bibliometric-Based Literature Review," Sustainability, MDPI, vol. 16(8), pages 1-26, April.
- Joel Manifold & Suresh Renukappa & Subashini Suresh & Panagiotis Georgakis & Gamage Rashini Perera, 2024. "Dual Transition of Net Zero Carbon and Digital Transformation: Case Study of UK Transportation Sector," Sustainability, MDPI, vol. 16(17), pages 1-30, September.
- Mengcheng Li & Haimeng Liu & Shangkun Yu & Jianshi Wang & Yi Miao & Chengxin Wang, 2022. "Estimating the Decoupling between Net Carbon Emissions and Construction Land and Its Driving Factors: Evidence from Shandong Province, China," IJERPH, MDPI, vol. 19(15), pages 1-26, July.
- Milena Kajba & Borut Jereb & Tina Cvahte Ojsteršek, 2023. "Exploring Digital Twins in the Transport and Energy Fields: A Bibliometrics and Literature Review Approach," Energies, MDPI, vol. 16(9), pages 1-23, May.
- Joe F. Bozeman & Shauhrat S. Chopra & Philip James & Sajjad Muhammad & Hua Cai & Kangkang Tong & Maya Carrasquillo & Harold Rickenbacker & Destenie Nock & Weslynne Ashton & Oliver Heidrich & Sybil Der, 2023. "Three research priorities for just and sustainable urban systems: Now is the time to refocus," Journal of Industrial Ecology, Yale University, vol. 27(2), pages 382-394, April.
- Nana Guo & Xinbin Liang & Lingran Meng, 2022. "Evaluation of the Thermal Environmental Effects of Urban Ecological Networks—A Case Study of Xuzhou City, China," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
- Yulia I. Pyzheva & Evgeniya V. Zander & Anton I. Pyzhev, 2021. "Impacts of Energy Efficiency and Economic Growth on Air Pollutant Emissions: Evidence from Angara–Yenisey Siberia," Energies, MDPI, vol. 14(19), pages 1-10, September.
- Kaijian Li & Ruopeng Huang & Guiwen Liu & Asheem Shrestha & Xinyue Fu, 2022. "Social Capital in Neighbourhood Renewal: A Holistic and State of the Art Literature Review," Land, MDPI, vol. 11(8), pages 1-27, July.
- Giuseppe Piras & Sofia Agostinelli & Francesco Muzi, 2024. "Digital Twin Framework for Built Environment: A Review of Key Enablers," Energies, MDPI, vol. 17(2), pages 1-27, January.
- Andreas Braun & Gebhard Warth & Felix Bachofer & Michael Schultz & Volker Hochschild, 2023. "Mapping Urban Structure Types Based on Remote Sensing Data—A Universal and Adaptable Framework for Spatial Analyses of Cities," Land, MDPI, vol. 12(10), pages 1-41, October.
- Dianyou Yu & Zheng He, 2022. "Digital twin-driven intelligence disaster prevention and mitigation for infrastructure: advances, challenges, and opportunities," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(1), pages 1-36, May.
- Jilong Li & Sara Shirowzhan & Gloria Pignatta & Samad M. E. Sepasgozar, 2024. "Data-Driven Net-Zero Carbon Monitoring: Applications of Geographic Information Systems, Building Information Modelling, Remote Sensing, and Artificial Intelligence for Sustainable and Resilient Cities," Sustainability, MDPI, vol. 16(15), pages 1-26, July.
- Issam A. R. Moghrabi & Sameer Ahmad Bhat & Piotr Szczuko & Rawan A. AlKhaled & Muneer Ahmad Dar, 2023. "Digital Transformation and Its Influence on Sustainable Manufacturing and Business Practices," Sustainability, MDPI, vol. 15(4), pages 1-35, February.
More about this item
Keywords
machine learning; remote sensing; Sentinel-1; Sentinel-2; SNAP; land cover classification; change detection; urban heritage; historic architecture clusters;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:8:p:3461-:d:1124006. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.