AIMC Topic: Extreme Heat

Clear Filters Showing 1 to 6 of 6 articles

Comparative analysis of machine learning approaches for heatwave event prediction in India.

Scientific reports Jul 1, 2025
Heatwaves, are identified as prolonged durations of unusually high temperatures, which pose significant threats to human health, animal health and agriculture. With the increasing frequency and intensity of heatwaves driven by climate change, accurat...
Neural Networks, Computer Machine Learning Humans Climate Change Extreme Heat Support Vector Machine India
View on PubMed DOI

Extreme heat prediction through deep learning and explainable AI.

PloS one Mar 20, 2025
Extreme heat waves are causing widespread concern for comprehensive studies on their ecological and societal implications. With the ongoing rise in global temperatures, precise forecasting of heatwaves becomes increasingly crucial for proactive plann...
Deep Learning Extreme Heat Weather Pakistan Neural Networks, Computer Humans Forecasting
View on PubMed DOI

Developing a seasonal-adjusted machine-learning-based hybrid time‑series model to forecast heatwave warning.

Scientific reports Mar 13, 2025
Heatwaves pose a significant threat to environmental sustainability and public health, particularly in vulnerable regions and rapidly growing cities. They cause water shortages, stress on plants, and an overall drying out of landscapes, reducing plan...
Humans Machine Learning Seasons Extreme Heat Hot Temperature Forecasting Models, Theoretical Algorithms
View on PubMed DOI

Defining heatwave thresholds using an inductive machine learning approach.

PloS one Nov 7, 2018
Establishing appropriate heatwave thresholds is important in reducing adverse human health consequences as it enables a more effective heatwave warning system and response plan. This paper defined such thresholds by focusing on the non-linear relatio...
Extreme Heat Adolescent Emergency Service, Hospital Middle Aged Young Adult Heat Stress Disorders Seasons Meteorology Supervised Machine Learning Hospitalization Aged Humans Adult Male
View on PubMed DOI

A random forest model to predict heatstroke occurrence for heatwave in China.

The Science of the total environment Oct 2, 2018
Extreme heat events have recently become more frequent and represent an increasing risk of damage to public health. However, the existing prediction of heatwave related health effects has limited representativeness and verification. Our study address...
Forecasting Models, Theoretical China Humans Machine Learning Meteorological Concepts Extreme Heat Heat Stroke Socioeconomic Factors
View on PubMed DOI

Deep Learning Models for Health-Driven Forecasting of Indoor Temperatures in Heat Waves in Canada: An Exploratory Study Using Smart Thermostats.

Studies in health technology and informatics Aug 22, 2024
In Canada, extreme heat occurrences present significant risks to public health, particularly for vulnerable groups like older individuals and those with pre-existing health conditions. Accurately predicting indoor temperatures during these events is ...
Extreme Heat Hot Temperature Canada Housing Humans Deep Learning Forecasting
View on PubMed DOI
Popular Topics
Recent Journals