A Machine Learning Framework for Flood Risk Assessment With Imbalanced Data
ABSTRACT This study presents a machine‐learning framework for identifying areas of elevated flood risk using imbalanced, high‐dimensional geospatial datasets. Using the Mandra River Basin in Greece as a case study, an extreme gradient boosting (XGBoost) classifier was trained on 11 flood‐related features including hydrological, meteorological, soil and
Alexia Tsouni +7 more
wiley +1 more source
Smoking after the Kahramanmaraş earthquakes: Smoking-related environmental conditions and psychological dependence in temporary shelter sites. [PDF]
Samanci Teki̇n C, Aydin G, Özkan NC.
europepmc +1 more source
Forecasting Cascading and Compounding Flood Risk From Earthquake‐Induced Ground Deformation
ABSTRACT Large earthquakes can disrupt river systems and produce abrupt, unforeseen changes in flood risk. Forward modelling of earthquake‐related surface deformation and its influence on inundation extent, depth, and frequency enables pre‐emptive assessment of exposure to this compound hazard.
Erin McEwan +3 more
wiley +1 more source
Sport-related activities as a psychosocial strategy for mental health recovery following natural disasters: a narrative review. [PDF]
Zhou J, Wei J.
europepmc +1 more source
Modern confined masonry (CM) construction consists of masonry walls confined by reinforced concrete (RC) tie‐columns and tie‐beams. When built correctly, CM buildings have shown good performance in earthquake's shaking. Even though CM construction has been practised for almost a century in some Latin American countries, its use and standardisation are ...
Ahsana Parammal Vatteri +23 more
wiley +1 more source
A scoping review of post-earthquake burnout of doctors/nurses and gaps in preventive and GIS-supported interventions: case of Türkiye and Syria. [PDF]
Ruhm F +10 more
europepmc +1 more source
The U.S. Atlantic and Gulf Coastal Plain (CP) sediments are kilometers‐thick, low‐velocity deposits underlain by high‐velocity bedrock that create regional patterns of amplification and attenuation of ground motions. Capturing these effects is challenging because of the limited subsurface information available, particularly the shear wave velocity (VS)
Cassie Gann‐Phillips +5 more
wiley +1 more source
Contemporary disasters may not kill more women than men: an empirical inquiry into sex-differentiated fatalities in the twenty-first century. [PDF]
Rubin O.
europepmc +1 more source
In the aftermath of a large earthquake, several practical constraints affect the systematic collection of data for assessing building damage. The available data are therefore typically incomplete, frequently missing key information such as the type of construction, age and geographic location.
Max Anderson Loake, Kishor S. Jaiswal
wiley +1 more source

