[HTML][HTML] Automated building characterization for seismic risk assessment using street-level imagery and deep learning
PA Pelizari, C Geiß, P Aguirre, H Santa María… - ISPRS Journal of …, 2021 - Elsevier
Accurate seismic risk modeling requires knowledge of key structural characteristics of
buildings. However, to date, the collection of such data is highly expensive in terms of labor …
buildings. However, to date, the collection of such data is highly expensive in terms of labor …
Global building exposure model for earthquake risk assessment
C Yepes-Estrada, A Calderon, C Costa… - Earthquake …, 2023 - journals.sagepub.com
The global building exposure model is a mosaic of local and regional models with
information regarding the residential, commercial, and industrial building stock at the …
information regarding the residential, commercial, and industrial building stock at the …
Effect of stiffness on the seismic performance of code-conforming reinforced concrete shear wall buildings
This study assesses the effect of the stiffness on the seismic performance of residential
shear wall buildings designed according to current Chilean regulations, including DS60 and …
shear wall buildings designed according to current Chilean regulations, including DS60 and …
Deep multitask learning with label interdependency distillation for multicriteria street-level image classification
Multitask learning (MTL) aims at beneficial joint solving of multiple prediction problems by
sharing information across different tasks. However, without adequate consideration of …
sharing information across different tasks. However, without adequate consideration of …
Epistemic uncertainty of probabilistic building exposure compositions in scenario-based earthquake loss models
In seismic risk assessment, the sources of uncertainty associated with building exposure
modelling have not received as much attention as other components related to hazard and …
modelling have not received as much attention as other components related to hazard and …
Seismic performance of mid-rise thin concrete wall buildings lightly reinforced with deformed bars or welded wire mesh
The increasing demand of housing in urban areas in Latin America has driven the
construction of a significant number of buildings using reinforced concrete (RC) walls with …
construction of a significant number of buildings using reinforced concrete (RC) walls with …
Benefits of global earth observation missions for disaggregation of exposure data and earthquake loss modeling: evidence from Santiago de Chile
Exposure is an essential component of risk models and describes elements that are
endangered by a hazard and susceptible to damage. The associated vulnerability …
endangered by a hazard and susceptible to damage. The associated vulnerability …
Classifying buildings according to seismic vulnerability using Cluster-ANN techniques: application to the city of Murcia, Spain
JE Meyers-Angulo, S Martínez-Cuevas… - Bulletin of Earthquake …, 2023 - Springer
The seismic vulnerability of a city is a degree of its intrinsic susceptibility or predisposition to
sustain damage or losses stemming from seismic events. In terms of physical vulnerability …
sustain damage or losses stemming from seismic events. In terms of physical vulnerability …
Timber-framed building damage from tephra fall and lahar: 2015 Calbuco eruption, Chile
Assessing the damage to buildings from volcanic eruptions is an important aspect of
volcanic risk assessment and management. However, there is a limited empirical evidence …
volcanic risk assessment and management. However, there is a limited empirical evidence …
Observed and simulated urban-scale seismic damage of masonry buildings in aggregate on soft soil: the case of Visso hit by the 2016/2017 Central Italy earthquake
The paper focuses on the seismic response of masonry buildings in the historical centre of
Visso, severely hit by the 2016–2017 Central Italy earthquake. This represents an …
Visso, severely hit by the 2016–2017 Central Italy earthquake. This represents an …