Beyond the Mean: Cold and Warm Tail Temperature Trends Reveal Asymmetric Controls on Snowpack Changes in the Northern Hemisphere
Conventional climate analyses rely on mean temperature trends to assess climate change impacts, yet this aggregation can obscure asymmetric shifts in the temperature distribution especially in threshold-sensitive systems like snowpack. Here, we introd
Authors
- Alan D. Ziegler (ORCID: https://orcid.org/0000-0001-5305-2136)
- Xiao Peng (ORCID: https://orcid.org/0000-0001-9402-2865)
- Ziwei Liu (ORCID: https://orcid.org/0000-0002-1488-093X)
- Xiaogang He (ORCID: https://orcid.org/0000-0001-7428-0269)
- Chao Zhang (ORCID: https://orcid.org/0000-0002-6194-9610)
- Zhanwei Liu (ORCID: https://orcid.org/0000-0002-4055-2868)
Institutions
- National University of Singapore (SG)
- Maejo University (TH)
- Kasetsart University (TH)
Publication Details
- Published
- 2025-09-01
- DOI
- https://doi.org/10.22541/essoar.175676986.69289631/v1
- Primary Topic
- Cryospheric studies and observations
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National University of Singapore
- Ministry of Education, India