Improving long-term flood forecasting accuracy using ensemble deep learning models and an attention mechanism

M Kordani, MR Nikoo, M Fooladi… - Journal of Hydrologic …, 2024 - ascelibrary.org
Floods, as major natural disasters, cause massive property destruction and death.
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 …

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 …

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 …

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 …

A multidimensional framework for assessing cultural heritage vulnerability to flood hazards

M Ginzarly, MY Joshi, J Teller - International Journal of Heritage …, 2024 - Taylor & Francis
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 …

Geospatial assessment of a severe flood event in the Nilwala River basin, Sri Lanka

CI Madhushani, RK Makumbura, V Basnayake… - Sustainable Water …, 2024 - Springer
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 …

Adaptation and Adversity Acceptance as Resilience to Flooding at World Heritage Sites: A Case Study of Hoi An Ancient Town, Vietnam

KN Nguyen, VD Mai, QA Phan… - The Historic Environment …, 2024 - Taylor & Francis
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 …

[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 …

Development of a flood impact assessment framework integrating crowdsourced data and geospatial information for data sparse urban regions

P Ponukumati, SK Regonda - International Journal of Disaster Risk …, 2025 - Elsevier
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 …