Articles | Volume 13, issue 8
https://doi.org/10.5194/tc-13-2221-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-13-2221-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Evaluation of snow depth and snow cover over the Tibetan Plateau in global reanalyses using in situ and satellite remote sensing observations
NILU – Norwegian Institute for Air Research, Kjeller, Norway
Martin Wegmann
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
formerly at: Institut des Géosciences de l'Environnement, Université Grenoble Alpes, Grenoble, France
Emanuel Dutra
Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
Institute of Climate System, Chinese Academy of Meteorological Sciences, Beijing, China
Gianpaolo Balsamo
European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, UK
Department of Earth System Science, Tsinghua University, Beijing, China
Institute of Tibetan Plateau Research of Chinese Academy of Sciences, Beijing, China
Patricia de Rosnay
European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, UK
Congwen Zhu
Institute of Climate System, Chinese Academy of Meteorological Sciences, Beijing, China
Wenli Wang
Department of Earth System Science, Tsinghua University, Beijing, China
Institute of Tibetan Plateau Research of Chinese Academy of Sciences, Beijing, China
Retish Senan
European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, UK
Gabriele Arduini
European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, UK
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193 citations as recorded by crossref.
- Spatio-temporal performance evaluation of 14 global precipitation estimation products across river basins in southwest Iran A. Rahmati Ziveh et al.
- Evaluating the performance of snow depth reanalysis products in the arid region of Central Asia L. Zhang et al.
- Evaluation of snow depth from multiple observation-based, reanalysis, and regional climate model datasets over a low-altitude Central European region Á. Varga & H. Breuer
- Spring snow-albedo feedback from satellite observation, reanalysis and model simulations over the Northern Hemisphere H. Guo & Y. Yang
- Systematic Evaluation of a High-Resolution CLM5 Simulation over Continental China for 1979–2018 X. Ma & A. Wang
- Subseasonal Forecast Skill of Snow Water Equivalent and Its Link with Temperature in Selected SubX Models G. Diro & H. Lin
- Large Uncertainties in Precipitation Exert Considerable Impact on Land Surface Temperature Modeling Over the Tibetan Plateau X. Ma et al.
- Bias Correction for ERA5-Land Soil Moisture Product Using Variational Mode Decomposition in the Permafrost Region of Qinghai–Tibet Plateau T. Chang et al.
- Recent glacier and lake changes in High Mountain Asia and their relation to precipitation changes D. Treichler et al.
- Trends and variability in snowmelt in China under climate change Y. Yang et al.
- Uncertainty Characterization of ICESat-2, Passive Microwave, and Reanalysis Snow Depth Datasets Using Site Data in the Northern Hemisphere D. Feng et al.
- Regional climate dynamical downscaling over the Tibetan Plateau—From quarter-degree to kilometer-scale Y. Gao et al.
- ERA5-Land overestimates runoff coefficient but underestimates runoff recession rate in the central Tibetan permafrost region L. Liu et al.
- 青藏高原气候动力降尺度——从<bold>1/4</bold>度到公里尺度 艳. 高 et al.
- How does soil water content influence permafrost evolution on the Qinghai-Tibet Plateau under climate warming? F. Ji et al.
- A global long-term, high-resolution satellite radar backscatter data record (1992–2022+): merging C-band ERS/ASCAT and Ku-band QSCAT S. Tao et al.
- Why Do CMIP6 Models Fail to Simulate Snow Depth in Terms of Temporal Change and High Mountain Snow of China Skillfully? H. Zhang et al.
- Temporal stability of long-term satellite and reanalysis products to monitor snow cover trends R. Urraca & N. Gobron
- Evaluation of Remote Sensing and Reanalysis Snow Depth Datasets over the Northern Hemisphere during 1980–2016 L. Xiao et al.
- Long time series analysis of snow water equivalent across the Amu Darya water towers from remote sensing and in-situ records A. Caiserman et al.
- Optimizing simulation of summer precipitation by weather research and forecasting model over the mountainous southern Tibetan Plateau H. Liu et al.
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Saved (final revised paper)
Latest update: 18 May 2026
Short summary
The Tibetan Plateau region exerts a considerable influence on regional climate, yet the snowpack over that region is poorly represented in both climate and forecast models due a large precipitation and snowfall bias. We evaluate the snowpack in state-of-the-art atmospheric reanalyses against in situ observations and satellite remote sensing products. Improved snow initialisation through better use of snow observations in reanalyses may improve medium-range to seasonal weather forecasts.
The Tibetan Plateau region exerts a considerable influence on regional climate, yet the snowpack...