Comparing and Evaluating Nudging for Simulating Precipitation and Oxygen Isotopes in iCAM6 Model
ID:1594 View Protection:ATTENDEE Updated Time:2024-10-15 14:40:50 Hits:758 Poster Presentation

Start Time:2025-01-15 18:50(Asia/Shanghai)

Duration:15min

Session:S53 Session 53-Geological Analogues for Future Warm Ocean and Cimate » S53-PGeological Analogues for Future Warm Ocean and Climate

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Abstract
The classic explanation of monsoon region precipitation isotopes is Dansgaard's (1964) "amount effect", which describes a negative relationship between oxygen isotopes in tropical precipitation and local rainfall. Speleothem oxygen isotopes from monsoon regions have long been interpreted using this theory. However, recent studies suggest that the "amount effect" alone cannot fully account for variations in precipitation isotopes, other studies have shown other processes to be important: circulation changes, upstream rainout, sources composition, source location and so on. Thus, clarifying the distribution of precipitation isotopes in monsoon regions is essential.

Numerical modeling is a powerful tool for interpreting climate signals across various timescales and provides robust evidence for the mechanisms driving these signals. Nudging, a continuous data assimilation method, adjusts the model state toward observations by adding new terms proportional to the difference between the model and observations into the prognostic equations. In this study, we will conduct several nudging experiments using the iCAM6 model and compare the results with modern precipitation isotope observations to reduce biases in simulated precipitation and oxygen isotope.

The objective is to improve the reliability of model interpretations of rainfall and precipitation isotopes, providing a direct basis for paleoclimate proxy interpretation. Ultimately, this will establish a foundation for future research on decoding precipitation isotope signals in the East Asian monsoon region and understanding the climate implications of these variations.
Keywords
iCAM6,Nudging,Monsoon
Speaker
Yuan Gao
Master Xiamen University

Submission Author
Yuan Gao Xiamen University
Jun Hu Xiamen University
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Important Date
  • Conference Date

    Jan 13

    2025

    to

    Jan 17

    2025

  • Sep 27 2024

    Draft paper submission deadline

  • Feb 17 2025

    Registration deadline

Sponsored By
State Key Laboratory of Marine Environmental Science, Xiamen University
Organized By
State Key Laboratory of Marine Environmental Science, Xiamen University
Department of Earth Sciences, National Natural Science Foundation of China
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