Neural network based estimates of the climate impact on mortality in Germany: application to storyline climate simulations

Neural network based estimates of the climate impact on mortality in Germany: application to storyline climate simulations

Abstract The aim of this work is the prediction of heat-related mortality for Germany under future, i.e. hotter, climate conditions. The prediction is made based on 2m temperature data from climate storyline simulations using machine learning techniques. We use an echo state network for linking the...

Full description

Saved in:
Bibliographic Details
Main Authors: R. Schachtschneider, J. Saynisch-Wagner, A. Sánchez-Benítez, M. Thomas
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Climate change
Machine learning
Mortality prediction
Human health
Storyline simulations
Online Access:https://doi.org/10.1038/s41598-024-77398-3
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-024-77398-3

Similar Items