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Improving long-term flood forecasting accuracy using ensemble deep learning models and an attention mechanism
Floods, as major natural disasters, cause massive property destruction and death.
Understanding the occurrence time of this event by advance notice helps consider …
Understanding the occurrence time of this event by advance notice helps consider …
[HTML][HTML] Improving the explainability of CNN-LSTM-based flood prediction with integrating SHAP technique
H Huang, Z Wang, Y Liao, W Gao, C Lai, X Wu… - Ecological …, 2024 - Elsevier
Convolutional neural networks (CNNs) and long short-term memory networks (LSTMs) are
popular deep learning architectures currently used for rapid flood simulations. However …
popular deep learning architectures currently used for rapid flood simulations. However …
Using RS and GIS for risk management of natural disasters consequences: The case of cultural heritage in **an city, China
G Wei, GS Han, X Lang - Heliyon, 2024 - cell.com
The preservation of cultural heritage is confronted with significant challenges due to its
extensive history and the increasing impact of climate change, particularly natural disasters …
extensive history and the increasing impact of climate change, particularly natural disasters …
Analyzing spatial technology trends in urban heritage preservation: A bibliometrics study
S Chakraborty, S Ji - International Journal of Architectural …, 2024 - journals.sagepub.com
This study addresses the notable absence of comprehensive syntheses and bibliometric
analyses concerning the utilization of spatial technology within urban heritage preservation …
analyses concerning the utilization of spatial technology within urban heritage preservation …
Assessing the influence of green space morphological spatial pattern on urban waterlogging: A case study of a highly-urbanized city
W Zhang, S Qiu, Z Lin, Z Chen, Y Yang, J Lin… - Environmental Research, 2025 - Elsevier
The extensive expansion of impervious surfaces encroaches on green spaces and causes
frequent urban waterlogging disasters. Previous studies have focused mainly on the …
frequent urban waterlogging disasters. Previous studies have focused mainly on the …
A multidimensional framework for assessing cultural heritage vulnerability to flood hazards
This study proposes a multidimensional framework for the assessment of cultural heritage
vulnerability to flood hazards. In this framework, cultural heritage is framed within a …
vulnerability to flood hazards. In this framework, cultural heritage is framed within a …
Geospatial assessment of a severe flood event in the Nilwala River basin, Sri Lanka
Lessons learned from previous flood disasters are significant in mitigating future flood
damages. Therefore, this study aims at understanding the disastrous damage caused by the …
damages. Therefore, this study aims at understanding the disastrous damage caused by the …
Adaptation and Adversity Acceptance as Resilience to Flooding at World Heritage Sites: A Case Study of Hoi An Ancient Town, Vietnam
This article investigates long-term adaptation and resilience to floods at World Heritage sites
through a case study of Hoi An Ancient Town, Quang Nam, Vietnam. Drawing on fieldwork …
through a case study of Hoi An Ancient Town, Quang Nam, Vietnam. Drawing on fieldwork …
[HTML][HTML] The impact of digital economy on carbon emissions: Insights from the G-20 energy transition and environmental governance
Y Ma, R Li - Energy Strategy Reviews, 2025 - Elsevier
This study investigates the impact of digital economy on carbon emissions and energy
transition, focusing on G-20 countries and Chinese cities from 2008 to 2021. Using data from …
transition, focusing on G-20 countries and Chinese cities from 2008 to 2021. Using data from …
Development of a flood impact assessment framework integrating crowdsourced data and geospatial information for data sparse urban regions
High spatial heterogeneity of urban floods poses challenges in its modeling and
assessment, and a flood database is a basic requirement but it is lacking for many cities. The …
assessment, and a flood database is a basic requirement but it is lacking for many cities. The …