Litcius/Paper detail

Machine learning uncovers a multi-year climate memory in permafrost degradation on the Qinghai–Tibet Plateau: the critical roles of precipitation and lagged temperature

Kunqi Ding, Peng Jiang, Jie Ni, Tongqing Shen, Bin Yang, Rongrong Zhang, Zhongbo Yu

2025Journal of Hydrology8 citationsDOI

Topics & Concepts

PermafrostEnvironmental sciencePrecipitationClimate changeSnowClimatologyActive layerGlobal warmingPhysical geographyEcosystemAtmospheric sciencesClimate modelMachine learningInterpretabilityPlateau (mathematics)Surface runoffAridLeverage (statistics)Climate change and permafrostCryospheric studies and observationsArctic and Antarctic ice dynamics
Machine learning uncovers a multi-year climate memory in permafrost degradation on the Qinghai–Tibet Plateau: the critical roles of precipitation and lagged temperature | Litcius