An overview of flood concepts, challenges, and future directions

A Mishra, S Mukherjee, B Merz, VP Singh… - Journal of hydrologic …, 2022 - ascelibrary.org
This review provides a broad overview of the current state of flood research, current
challenges, and future directions. Beginning with a discussion of flood-generating …

An integrated approach for post-disaster flood management via the use of cutting-edge technologies and UAVs: A review

HS Munawar, AWA Hammad, ST Waller, MJ Thaheem… - Sustainability, 2021 - mdpi.com
Rapid advances that improve flood management have facilitated the disaster response by
providing first aid services, finding safe routes, maintaining communication and developing …

[HTML][HTML] A critical review of digital technology innovations for early warning of water-related disease outbreaks associated with climatic hazards

CD Girotto, F Piadeh, V Bkhtiari, K Behzadian… - International Journal of …, 2023 - Elsevier
Water-related climatic disasters pose a significant threat to human health due to the potential
of disease outbreaks, which are exacerbated by climate change. Therefore, it is crucial to …

Critical infrastructures overview: Past, present and future

F De Felice, I Baffo, A Petrillo - Sustainability, 2022 - mdpi.com
Industrialized societies depend on the proper functioning of a whole range of technological
infrastructures, such as electricity, road and railway networks and telecommunications …

Effective Flood prediction model based on Twitter Text and Image analysis using BMLP and SDAE-HHNN

S Kamoji, M Kalla - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In recent years, social media platforms such as Twitter have garnered a lot of interest as a
new source of text data for quick flood awareness and effective prediction. Hence various …

FF-IR: An information retrieval system for flash flood events developed by integrating public-domain data and machine learning

RS Wilkho, NG Gharaibeh, S Chang, L Zou - Environmental Modelling & …, 2023 - Elsevier
Structured databases on flash flood (FF) events have limited information and lack emerging
data (eg, visual media). The web is rich with information that can bridge this gap. However …

An ai/ml-based strategy for disaster response and evacuation of victims in aged care facilities in the Hawkesbury-Nepean Valley: A perspective

HS Munawar, M Mojtahedi, AWA Hammad, MJ Ostwald… - Buildings, 2022 - mdpi.com
The Hawkesbury-Nepean Valley, Australia's longest coastal catchment, is spanned by a
river system of more than 470 km, that runs from Goulburn to Broken Bay, covering a total …

Data fusion in earth observation and the role of citizen as a sensor: A scoping review of applications, methods and future trends

A Karagiannopoulou, A Tsertou, G Tsimiklis, A Amditis - Remote Sensing, 2022 - mdpi.com
Recent advances in Earth Observation (EO) placed Citizen Science (CS) in the highest
position, declaring their essential provision of information in every discipline that serves the …

Identifying risk components using a sewer-road integrated urban stormwater model

C Shen, H Xia, X Fu, X Wang, W Wang - Water Resources Management, 2024 - Springer
Disasters caused by heavy rainfalls are of growing concern to researchers and government
officials. While many studies have provided details of rainstorm-induced risks and efficient …

[HTML][HTML] A novel machine learning-based framework to extract the urban flood susceptible regions

X Tang, J Tian, X Huang, Y Shu, Z Liu, S Long… - International Journal of …, 2024 - Elsevier
The frequent occurrence of urban floods (UFs) poses significant threats to citizens' lives and
the national economy. Utilizing machine learning to assess urban flood susceptibility (UFS) …