A numerical study of process complexity in permafrost dominated regions

Radhakrishna Bangalore Lakshmiprasad, Fan Zhang, Ethan T. Coon, Thomas Graf

Research output: Contribution to journalArticlepeer-review

Abstract

Numerical modeling of permafrost dynamics requires adequate representation of atmospheric and surface processes, a reasonable parameter estimation strategy, and site-specific model development. The three main research objectives of the study are: (i) to propose a novel methodology that determines the required level of surface process complexity of permafrost models by conducting parameter sensitivity and calibration, (ii) to design and compare three numerical models of increasing surface process complexity, and (iii) to calibrate and validate the numerical models at the Yakou catchment on the Qinghai-Tibet Plateau as an exemplary study site. The calibration was carried out by coupling the Advanced Terrestrial Simulator (numerical model) and PEST (calibration tool). Simulation results showed that (i) A simple numerical model that considers only subsurface processes can simulate active layer development with the same accuracy as other more complex models that include surface processes. (ii) Peat and mineral soil layer permeability, Van Genuchten alpha, and porosity are highly sensitive. (iii) Liquid precipitation aids in increasing the rate of permafrost degradation. (iv) Deposition of snow insulated the subsurface during the thaw initiation period. We have developed and released an integrated code that couples the numerical software ATS to the calibration software PEST. The numerical model can be further used to determine the impacts of climate change on permafrost degradation.

Original languageEnglish
Article number104399
JournalCold Regions Science and Technology
Volume231
DOIs
StatePublished - Mar 2025

Funding

This research is a contribution of the International Research Training Group \u201CGeo-ecosystems in transition on the Tibetan Plateau\" (TransTiP), funded by Deutsche Forschungsgemeinschaft (DFG grant 317513741/GRK 2309). The publication of this article was funded by the Open Access Fund of the Leibniz Universit\u00E4t Hannover. This research is a contribution to the International Research Training Group \u201C Geo-ecosystems in transition on the Tibetan Plateau (TransTiP), funded by Deutsche Forschungsgemeinschaft (DFG grant 317513741/GRK 2309 ).

Keywords

  • Calibration
  • Numerical modeling
  • Permafrost
  • Qinghai-Tibet Plateau
  • Sensitivity analysis
  • Surface process complexity

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