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Updated: May 3, 2026

Surface Renewal: An Advanced Micrometeorological Method for Measuring and Processing Field-Scale Energy Flux Density Data
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Improved surface temperature prediction for the coming decade from a global climate model.

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This study introduces a new climate model that forecasts surface temperature with improved skill by predicting internal climate variability alongside external forcing. The model indicates a temporary offset of global warming but continued warming trends in the coming decade.

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Area of Science:

  • Climate science
  • Atmospheric science
  • Earth system science

Background:

  • Previous climate models primarily focused on external forcing (natural and anthropogenic).
  • Internal climate variability, a key component of climate dynamics, was largely unaddressed in predictive models.
  • Accurate climate projections require integrating both external drivers and internal climate dynamics.

Purpose of the Study:

  • To develop and present a novel climate modeling system capable of predicting internal climate variability.
  • To enhance the skill of surface temperature forecasts globally and regionally over a decade.
  • To provide more accurate climate change projections by incorporating both internal and external factors.

Main Methods:

  • Development of a new climate modeling system designed to predict internal climate variability.
  • Integration of predictions for both internally generated natural variability and externally forced changes.
  • Validation of the model's forecasting skill for surface temperature over a decadal timescale.

Main Results:

  • The new modeling system demonstrates substantially improved skill in forecasting surface temperature.
  • Internal variability is predicted to partially offset the anthropogenic global warming signal in the near term.
  • At least 50% of years after 2009 are projected to surpass the warmest year on record, indicating continued warming.

Conclusions:

  • The developed modeling system offers enhanced predictive skill for decadal surface temperature forecasts.
  • Accounting for internal climate variability is crucial for accurate climate change projections.
  • Despite short-term fluctuations, the long-term trend of global warming is projected to continue significantly.