Explainable heat-related mortality with random forest and SHapley Additive exPlanations (SHAP) models
The heat increase caused by climate change has worsened the urban heat environment and
damaged human health, which has led to heat-related mortality. One of the most important …
damaged human health, which has led to heat-related mortality. One of the most important …
Multi-period hydrogen supply chain planning for advancing hydrogen transition roadmaps
The global commitment to the Paris Agreement has triggered the development of national
hydrogen strategies and roadmaps in numerous countries. For seamless execution of a …
hydrogen strategies and roadmaps in numerous countries. For seamless execution of a …
Estimating urban spatial temperatures considering anthropogenic heat release factors focusing on the mobility characteristics
As climate change intensifies, it is an important task in reducing heat disasters to derive
which areas are most vulnerable by exploring factors that affect thermal environment …
which areas are most vulnerable by exploring factors that affect thermal environment …
An analytical framework for assessing heat vulnerability in urban thermal environmental planning
Y Kim, Y Kim - Urban Climate, 2024 - Elsevier
Due to global climate change, the frequency and intensity of heat-related disasters in cities
are continuously increasing. Intraurban heat vulnerability may vary according to the spatial …
are continuously increasing. Intraurban heat vulnerability may vary according to the spatial …
Does safer housing save lives? An analysis of typhoon mortality and dwellings in the Philippines
S Healey, S Lloyd, J Gray, A Opdyke - International Journal of Disaster Risk …, 2023 - Elsevier
Storms globally account for the highest loss of life among weather-related natural hazards.
This study examines the relationship between components of housing vulnerability and …
This study examines the relationship between components of housing vulnerability and …
Heatwave damage prediction using random forest model in Korea
Climate change increases the frequency and intensity of heatwaves, causing significant
human and material losses every year. Big data, whose volumes are rapidly increasing, are …
human and material losses every year. Big data, whose volumes are rapidly increasing, are …
Modeling the service-route-based crash frequency by a spatiotemporal-random-effect zero-inflated negative binomial model: An empirical analysis for bus-involved …
Previous studies related to bus crash frequencies modeling are limited and the statistical
models are usually developed at the road segment or zonal level. This study focuses on …
models are usually developed at the road segment or zonal level. This study focuses on …
Development of models for predicting the number of patients with heatstroke on the next day considering heat acclimatization
T Ikeda, H Kusaka - Journal of the Meteorological Society of Japan …, 2021 - jstage.jst.go.jp
We developed 55 models for predicting the number of ambulance transport due to
heatstroke (hereafter, referred to as the number of patients with heatstroke) on the next day …
heatstroke (hereafter, referred to as the number of patients with heatstroke) on the next day …
Baseline scenarios of heat-related ambulance transportations under climate change in Tokyo, Japan
M Fujimoto, H Nishiura - PeerJ, 2022 - peerj.com
Background Predictive scenarios of heatstroke over the long-term future have yet to be
formulated. The purpose of the present study was to generate baseline scenarios of heat …
formulated. The purpose of the present study was to generate baseline scenarios of heat …
Estimation of heat-related deaths during heat wave episodes in South Korea (2006–2017)
Abstract In 2016, South Korea experienced extremely high temperatures and the Korea
Centre for Disease Control and Prevention (KCDC) reported 17 heat-caused deaths during …
Centre for Disease Control and Prevention (KCDC) reported 17 heat-caused deaths during …