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Updated: May 22, 2025

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Confronting Earth System Model trends with observations.

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Climate models are increasingly able to represent historical climate change trends observed globally. This review details methods for comparing model predictions with real-world data to understand climate change impacts.

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Area of Science:

  • Climate Science
  • Earth System Science
  • Environmental Modeling

Background:

  • Anthropogenic climate change signals are becoming detectable in observational data.
  • Climate or Earth System Models (ESMs) have long projected future climate scenarios.
  • Societal impacts of climate change are escalating.

Purpose of the Study:

  • To review the current capabilities of climate models in representing historical climate trends.
  • To outline rigorous methodologies for comparing modeled and observed climate trends.
  • To explore advanced techniques for identifying and resolving discrepancies between models and observations.

Main Methods:

  • Analysis of historical climate data and model outputs.
  • Development and application of robust comparison procedures for trends.
  • Investigation of cutting-edge methods for discrepancy analysis.

Main Results:

  • Climate models demonstrate growing skill in capturing observed historical climate trends.
  • Established procedures facilitate reliable comparison of modeled and observed trends.
  • Advanced methods are emerging for pinpointing sources of model-observation discrepancies.

Conclusions:

  • The climate science community is well-positioned to confront model-simulated trends with observational records.
  • Moving beyond quantification to understanding the drivers of discrepancies is crucial.
  • Future confrontations between models and observations are vital for advancing climate science and prediction.