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Yongnan Liu

Xinjiang University

Xinjiang

China

SCHOLARLY PAPERS

6

DOWNLOADS

195

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Characteristics and Mechanisms of Extreme Snowfall Temporal and Spatial Variations in Different Dry and Wet Climate Zones of China

Number of pages: 32 Posted: 12 Apr 2025
Xinjiang University, Xinjiang University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Xinjiang University, Xinjiang University, Xinjiang University, Xinjiang University and Xinjiang University
Downloads 56 (1,020,567)

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Precipitation Phase Discrimination, Extreme Snowfall Events, Arctic Oscillation (AO), El Niño-Southern Oscillation (Niño 3.4)

2.

Trends and Causal Drivers of Extreme Snowfall Intensification in China Under Climate Warming

Number of pages: 34 Posted: 06 Oct 2025
Xinjiang University, Xinjiang University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Xinjiang University, Xinjiang University, Xinjiang University, Xinjiang University, affiliation not provided to SSRN and Xinjiang University
Downloads 41 (1,170,409)

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Precipitation Phases, Extreme Snowfall, Causal Machine Learning Models, Atmospheric Circulation Factors, Clausius-Clapeyron equation

3.

Assessing the Accuracy of Precipitation Phase Classification Across China’s Climate Zones: Conventional methods and Machine-Learning Methods

Number of pages: 36 Posted: 04 Sep 2025
Xinjiang University, Xinjiang University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Xinjiang University, Xinjiang University, Xinjiang University and Xinjiang University
Downloads 41 (1,183,237)

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precipitation-phase, rain-snow partitioning, threshold-based methods, machine learning, China.

4.

Extreme Snowfall in Different Dry and Wet Climate Zones of China: Variations and Mechanisms

Number of pages: 32 Posted: 10 Jul 2025
Xinjiang University, Xinjiang University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Xinjiang University, Xinjiang University, Xinjiang University, Xinjiang University and Xinjiang University
Downloads 34 (1,290,922)

Abstract:

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Precipitation Phases, extreme snowfall, Causal Machine Learning Models, Atmospheric Circulation Factors, Clausius-Clapeyron equation

5.

Machine-Learning Methods Outperform Conventional Schemes in Precipitation-Phase Partitioning Across China

Number of pages: 63 Posted: 28 Apr 2026
Xinjiang University, Xinjiang University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, affiliation not provided to SSRN, Xinjiang University, Xinjiang University and Xinjiang University
Downloads 17 (1,491,251)

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precipitation-phase partitioning, rain-snow transition, machine learning, wet-bulb temperature, snowfall partitioning, China

6.

Divergent responses of extreme rainfall and extreme snowfall to climate change across climatic zones of China

Number of pages: 51 Posted: 01 Jul 2026
Xinjiang University, Xinjiang University, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources and Xinjiang University
Downloads 6

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Precipitation phase, Weighted voting classification, Extreme rainfall, Extreme snowfall, Temperature scaling, China