A GIS-based seismic hazard, building vulnerability and human loss assessment for the earthquake scenario in Tabriz
S Karimzadeh, M Miyajima, R Hassanzadeh… - Soil Dynamics and …, 2014 - Elsevier
A GIS-oriented procedure that may partially illuminate the consequences of a possible
earthquake is presented in two main steps (seismic microzonation and vulnerability steps) …
earthquake is presented in two main steps (seismic microzonation and vulnerability steps) …
A review on marine economics and management: How to exploit the ocean well
S Wang, W Li, L Xing - Water, 2022 - mdpi.com
With the objective of establishing methods for high-quality marine development and effective
marine management, this review focuses on four dimensions of marine development …
marine management, this review focuses on four dimensions of marine development …
A stacking-based ensemble learning method for earthquake casualty prediction
S Cui, Y Yin, D Wang, Z Li, Y Wang - Applied Soft Computing, 2021 - Elsevier
The estimation of the loss and prediction of the casualties in earthquake-stricken areas are
vital for making rapid and accurate decisions during rescue efforts. The number of casualties …
vital for making rapid and accurate decisions during rescue efforts. The number of casualties …
Disaster early warning and damage assessment analysis using social media data and geo-location information
D Wu, Y Cui - Decision support systems, 2018 - Elsevier
Societies are confronted with destructive natural disasters of increasing frequency. Social
networks are playing an increasingly important role as early warning systems, aiding with …
networks are playing an increasingly important role as early warning systems, aiding with …
Probabilistic assessment of civil infrastructure resilience to earthquakes
P Franchin, F Cavalieri - Computer‐Aided Civil and …, 2015 - Wiley Online Library
The large losses occurred in the past due to earthquakes, even in highly developed
countries, as well as the ensuing prolonged inactivity of the stricken societies, imparted …
countries, as well as the ensuing prolonged inactivity of the stricken societies, imparted …
Testing machine learning models for seismic damage prediction at a regional scale using building-damage dataset compiled after the 2015 Gorkha Nepal earthquake
Assessing post-seismic damage on an urban/regional scale remains relatively difficult owing
to the significant amount of time and resources required to acquire information and conduct …
to the significant amount of time and resources required to acquire information and conduct …
Rapid earthquake loss assessment based on machine learning and representative sampling
Z Stojadinović, M Kovačević, D Marinković… - Earthquake …, 2022 - journals.sagepub.com
This article proposes a new framework for rapid earthquake loss assessment based on a
machine learning damage classification model and a representative sampling algorithm. A …
machine learning damage classification model and a representative sampling algorithm. A …
Lifetime seismic risk assessment of bridges with construction and aging considerations
The seismic risk analysis of bridges in the construction period has not drawn due attention in
the seismic risk assessment of the whole bridge life cycle. Therefore, a seismic risk …
the seismic risk assessment of the whole bridge life cycle. Therefore, a seismic risk …
The development of Gaussian process regression for effective regional post‐earthquake building damage inference
M Sheibani, G Ou - Computer‐Aided Civil and Infrastructure …, 2021 - Wiley Online Library
Post‐earthquake reconnaissance survey of structural damage is an effective way of
documenting and understanding the impact of earthquakes on structures. This article aims at …
documenting and understanding the impact of earthquakes on structures. This article aims at …
Crack image-based FEMA P-58-compliant fragility models for automated earthquake-induced loss estimation in non-ductile RC moment frames
In this paper, a probabilistic post-earthquake loss estimation methodology based on image
processing is proposed for non-seismically designed reinforced concrete moment frames …
processing is proposed for non-seismically designed reinforced concrete moment frames …