The Role of Climate Models in Predicting Extreme Weather Events in a Warming World

Global warming and climate change are major challenges facing humankind in the twenty-first century. With the increase in greenhouse gas (GHG) emissions, global temperatures are rising, leading to a significant increase in the frequency and intensity of extreme weather events. This paper explores the correlation between climate change and extreme weather events, focusing on examining the application of Global Climate Models (GCMs) and Regional Climate Models (RCMs) in predicting extreme weather. By simulating atmospheric, oceanic, and terrestrial systems, climate models provide an important scientific basis for forecasting extreme weather events and help mitigate the social and economic impacts of these events. This paper also discusses the current status of climate model development, the application of data assimilation techniques, and possible ways to improve prediction accuracy in the future. With the continuous progress of science and technology, the predictive accuracy and resolution of climate models will gradually improve, providing more accurate early warning of extreme weather events. Through the in-depth application of these models, mankind will be able to formulate precautionary measures in a more timely manner to mitigate the economic and social losses caused by climate change. At the same time, these models will provide a scientific basis for national policymaking and help address the global climate crisis.

Authors

Institutions

Publication Details

Journal
Theoretical and Natural Science
Published
2025-01-15
DOI
https://doi.org/10.54254/2753-8818/2025.19953
Primary Topic
Hydrological Forecasting Using AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Role of Climate Models in Predicting Extreme Weather Events in a Warming World

Yixiao Li
Theoretical and Natural Science
Hydrological Forecasting Using AI
article

The Role of Climate Models in Predicting Extreme Weather Events in a Warming World

Yixiao Li
article en

Abstract

Global warming and climate change are major challenges facing humankind in the twenty-first century. With the increase in greenhouse gas (GHG) emissions, global temperatures are rising, leading to a significant increase in the frequency and intensity of extreme weather events. This paper explores the correlation between climate change and extreme weather events, focusing on examining the application of Global Climate Models (GCMs) and Regional Climate Models (RCMs) in predicting extreme weather. By simulating atmospheric, oceanic, and terrestrial systems, climate models provide an important scientific basis for forecasting extreme weather events and help mitigate the social and economic impacts of these events. This paper also discusses the current status of climate model development, the application of data assimilation techniques, and possible ways to improve prediction accuracy in the future. With the continuous progress of science and technology, the predictive accuracy and resolution of climate models will gradually improve, providing more accurate early warning of extreme weather events. Through the in-depth application of these models, mankind will be able to formulate precautionary measures in a more timely manner to mitigate the economic and social losses caused by climate change. At the same time, these models will provide a scientific basis for national policymaking and help address the global climate crisis.

Theoretical and Natural ScienceVol. 83(1)
Wuhan College (CN)
Openalex Percentile: Top 93%
Hydrological Forecasting Using AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Role of Climate Models in Predicting Extreme Weather Events in a Warming World — Yixiao Li · Theoretical and Natural Science (2025) | TGRS Research Map | TGRS