
Remote Sensing Applications Society and Environment, Journal Year: 2024, Volume and Issue: unknown, P. 101408 - 101408
Published: Nov. 1, 2024
Language: Английский
Remote Sensing Applications Society and Environment, Journal Year: 2024, Volume and Issue: unknown, P. 101408 - 101408
Published: Nov. 1, 2024
Language: Английский
Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 102, P. 105236 - 105236
Published: Jan. 25, 2024
Language: Английский
Citations
13Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 447, P. 141614 - 141614
Published: March 1, 2024
Language: Английский
Citations
11Environmental Monitoring and Assessment, Journal Year: 2025, Volume and Issue: 197(4)
Published: March 8, 2025
Language: Английский
Citations
1Elsevier eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 19 - 34
Published: Jan. 1, 2025
Language: Английский
Citations
0Environmental and Sustainability Indicators, Journal Year: 2025, Volume and Issue: unknown, P. 100703 - 100703
Published: May 1, 2025
Language: Английский
Citations
0Environmental and Sustainability Indicators, Journal Year: 2025, Volume and Issue: unknown, P. 100705 - 100705
Published: May 1, 2025
Language: Английский
Citations
0Earth Systems and Environment, Journal Year: 2025, Volume and Issue: unknown
Published: May 15, 2025
Language: Английский
Citations
0Remote Sensing, Journal Year: 2024, Volume and Issue: 16(18), P. 3374 - 3374
Published: Sept. 11, 2024
With the increase in climate-change-related hazardous events alongside population concentration urban centres, it is important to provide resilient cities with tools for understanding and eventually preparing such events. Machine learning (ML) deep (DL) techniques have increasingly been employed model susceptibility of This study consists a systematic review ML/DL applied air pollution, heat islands, floods, landslides, aim providing comprehensive source reference both modelling approaches. A total 1454 articles published between 2020 2023 were systematically selected from Scopus Web Science search engines based on queries selection criteria. extracted categorised using ad hoc classification. Consequently, general approach was consolidated, covering data preprocessing, feature selection, modelling, interpretation, map validation, along examples related global/continental data. The most frequently across various hazards include random forest, artificial neural networks, support vector machines. also provides, per hazard, definition, requirements, insights into used, including state-of-the-art novel
Language: Английский
Citations
3Advances in Space Research, Journal Year: 2024, Volume and Issue: unknown
Published: Sept. 1, 2024
Language: Английский
Citations
3Groundwater for Sustainable Development, Journal Year: 2024, Volume and Issue: 26, P. 101229 - 101229
Published: June 4, 2024
Language: Английский
Citations
2