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Updated: Dec 5, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Asynchronous multi-decadal time-scale series of biotic and abiotic responses to precipitation during the last
Sangheon Yi1,2, Chang-Pyo Jun3, Kyoung-Nam Jo4
1Korea Institute of Geoscience and Mineral Resources, Daejeon, 34132, Korea. shyi@kigam.re.kr.
Abstract:
East Asian summer monsoon (EASM)-driven rapid hydroclimatic variation is a crucial factor with major socioeconomic impacts. Nevertheless, decadal- to centennial-scale EASM variability over the last two millennia is still poorly understood. Pollen-based quantitative annual precipitation (PqPann) and annual precipitation reconstructed by artificial neural networks (ANNs) for the period 650-1940 CE were reconstructed from a paleo-reservoir in South Korea. ANNs reconstruction was performed to compensate for a hiatus section. On a decadal timescale, 10 high-precipitation periods were identified, and PqPann and ANNs reconstructions were comparable to local instrumental rainfall and historic drought records. Biotic lags to rapid climatic changes ranging from 25 to 100 years were recognized by asynchronous pollen and speleothem responses to precipitation. We suggest that PqPann-based decadal- to centennial-scale climatic change reconstruction should take biotic lags into account, although the lags can be ignored on the millennial scale. The position of the EASM rainband influenced rainfall magnitude.
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