Articles | Volume 15, issue 11
https://doi.org/10.5194/tc-15-5261-2021
© Author(s) 2021. 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-15-5261-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| Highlight paper
| 
26 Nov 2021
Research article | Highlight paper |
| 26 Nov 2021
| 26 Nov 2021
Spatiotemporal distribution of seasonal snow water equivalent in High Mountain Asia from an 18-year Landsat–MODIS era snow reanalysis dataset
Yufei Liu
Department of Civil and Environmental Engineering, University of
California, Los Angeles, Los Angeles, CA, USA
Yiwen Fang
Department of Civil and Environmental Engineering, University of
California, Los Angeles, Los Angeles, CA, USA
Steven A. Margulis
CORRESPONDING AUTHOR
Department of Civil and Environmental Engineering, University of
California, Los Angeles, Los Angeles, CA, USA
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Cited
26 citations as recorded by crossref.
- A comprehensive open-source course for teaching applied hydrological modelling in Central Asia B. Marti et al. 10.5194/hess-27-319-2023
- Seasonal forecasting skill for the High Mountain Asia region in the Goddard Earth Observing System E. Massoud et al. 10.5194/esd-14-147-2023
- Integrating Open-Source Datasets to Analyze the Transboundary Water–Food–Energy–Climate Nexus in Central Asia J. De Keyser et al. 10.3390/w15193482
- riversCentralAsia: An R package to support data pre- and postprocessing for hydrological modelling with RS MINERVE B. Marti & T. Siegfried 10.21105/joss.04805
- Spatiotemporal snow water storage uncertainty in the midlatitude American Cordillera Y. Fang et al. 10.5194/tc-17-5175-2023
- Trends and spatial variations of rain-on-snow events over the High Mountain Asia T. Yang et al. 10.1016/j.jhydrol.2022.128593
- Improving climate model skill over High Mountain Asia by adapting snow cover parameterization to complex-topography areas M. Lalande et al. 10.5194/tc-17-5095-2023
- Development and Evaluation of a Cloud-Gap-Filled MODIS Normalized Difference Snow Index Product over High Mountain Asia G. Deng et al. 10.3390/rs16010192
- Revealing four decades of snow cover dynamics in the Hindu Kush Himalaya K. Naegeli et al. 10.1038/s41598-022-17575-4
- Remote sensing of mountain snow from space: status and recommendations S. Gascoin et al. 10.3389/feart.2024.1381323
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al. 10.5194/gmd-15-9127-2022
- Uneven global retreat of persistent mountain snow cover alongside mountain warming from ERA5-land M. Blau et al. 10.1038/s41612-024-00829-5
- Review article: Snow and ice avalanches in high mountain Asia – scientific, local and indigenous knowledge A. Acharya et al. 10.5194/nhess-23-2569-2023
- Assessment of snow simulation using Noah-MP land surface model forced by various precipitation sources in the Central Tianshan Mountains, Central Asia T. Yang et al. 10.1016/j.atmosres.2024.107251
- Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia K. Kim et al. 10.1016/j.rse.2024.114075
- Mapping of snow water equivalent by a deep-learning model assimilating snow observations G. Cui et al. 10.1016/j.jhydrol.2022.128835
- Decreasing trends of mean and extreme snowfall in High Mountain Asia F. Sun et al. 10.1016/j.scitotenv.2024.171211
- A western United States snow reanalysis dataset over the Landsat era from water years 1985 to 2021 Y. Fang et al. 10.1038/s41597-022-01768-7
- A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming D. Hao et al. 10.1038/s41467-023-41732-6
- Snow-melt water: An important water source for Picea crassifolia in Qilian Mountains G. Zhu et al. 10.1016/j.jhydrol.2022.128441
- No effect of snow on shrub xylem traits: Insights from a snow-manipulation experiment on Disko Island, Greenland C. Power et al. 10.1016/j.scitotenv.2024.169896
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. 10.5194/tc-18-4089-2024
- How Well do Global Snow Products Characterize Snow Storage in High Mountain Asia? Y. Liu et al. 10.1029/2022GL100082
- Snow depth and snow cover over the Tibetan Plateau observed from space in against ERA5: matters of scale Y. Lei et al. 10.1007/s00382-022-06376-0
- Grand Challenges of Hydrologic Modeling for Food-Energy-Water Nexus Security in High Mountain Asia S. Mishra et al. 10.3389/frwa.2021.728156
- Seasonal trends and cycles of lake-level variations over the Tibetan Plateau using multi-sensor altimetry data F. Xu et al. 10.1016/j.jhydrol.2021.127251
23 citations as recorded by crossref.
- A comprehensive open-source course for teaching applied hydrological modelling in Central Asia B. Marti et al. 10.5194/hess-27-319-2023
- Seasonal forecasting skill for the High Mountain Asia region in the Goddard Earth Observing System E. Massoud et al. 10.5194/esd-14-147-2023
- Integrating Open-Source Datasets to Analyze the Transboundary Water–Food–Energy–Climate Nexus in Central Asia J. De Keyser et al. 10.3390/w15193482
- riversCentralAsia: An R package to support data pre- and postprocessing for hydrological modelling with RS MINERVE B. Marti & T. Siegfried 10.21105/joss.04805
- Spatiotemporal snow water storage uncertainty in the midlatitude American Cordillera Y. Fang et al. 10.5194/tc-17-5175-2023
- Trends and spatial variations of rain-on-snow events over the High Mountain Asia T. Yang et al. 10.1016/j.jhydrol.2022.128593
- Improving climate model skill over High Mountain Asia by adapting snow cover parameterization to complex-topography areas M. Lalande et al. 10.5194/tc-17-5095-2023
- Development and Evaluation of a Cloud-Gap-Filled MODIS Normalized Difference Snow Index Product over High Mountain Asia G. Deng et al. 10.3390/rs16010192
- Revealing four decades of snow cover dynamics in the Hindu Kush Himalaya K. Naegeli et al. 10.1038/s41598-022-17575-4
- Remote sensing of mountain snow from space: status and recommendations S. Gascoin et al. 10.3389/feart.2024.1381323
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al. 10.5194/gmd-15-9127-2022
- Uneven global retreat of persistent mountain snow cover alongside mountain warming from ERA5-land M. Blau et al. 10.1038/s41612-024-00829-5
- Review article: Snow and ice avalanches in high mountain Asia – scientific, local and indigenous knowledge A. Acharya et al. 10.5194/nhess-23-2569-2023
- Assessment of snow simulation using Noah-MP land surface model forced by various precipitation sources in the Central Tianshan Mountains, Central Asia T. Yang et al. 10.1016/j.atmosres.2024.107251
- Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia K. Kim et al. 10.1016/j.rse.2024.114075
- Mapping of snow water equivalent by a deep-learning model assimilating snow observations G. Cui et al. 10.1016/j.jhydrol.2022.128835
- Decreasing trends of mean and extreme snowfall in High Mountain Asia F. Sun et al. 10.1016/j.scitotenv.2024.171211
- A western United States snow reanalysis dataset over the Landsat era from water years 1985 to 2021 Y. Fang et al. 10.1038/s41597-022-01768-7
- A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming D. Hao et al. 10.1038/s41467-023-41732-6
- Snow-melt water: An important water source for Picea crassifolia in Qilian Mountains G. Zhu et al. 10.1016/j.jhydrol.2022.128441
- No effect of snow on shrub xylem traits: Insights from a snow-manipulation experiment on Disko Island, Greenland C. Power et al. 10.1016/j.scitotenv.2024.169896
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. 10.5194/tc-18-4089-2024
- How Well do Global Snow Products Characterize Snow Storage in High Mountain Asia? Y. Liu et al. 10.1029/2022GL100082
3 citations as recorded by crossref.
- Snow depth and snow cover over the Tibetan Plateau observed from space in against ERA5: matters of scale Y. Lei et al. 10.1007/s00382-022-06376-0
- Grand Challenges of Hydrologic Modeling for Food-Energy-Water Nexus Security in High Mountain Asia S. Mishra et al. 10.3389/frwa.2021.728156
- Seasonal trends and cycles of lake-level variations over the Tibetan Plateau using multi-sensor altimetry data F. Xu et al. 10.1016/j.jhydrol.2021.127251
Latest update: 23 Nov 2024
Short summary
We examined the spatiotemporal distribution of stored water in the seasonal snowpack over High Mountain Asia, based on a new snow reanalysis dataset. The dataset was derived utilizing satellite-observed snow information, which spans across 18 water years, at a high spatial (~ 500 m) and temporal (daily) resolution. Snow mass and snow storage distribution over space and time are analyzed in this paper, which brings new insights into understanding the snowpack variability over this region.
We examined the spatiotemporal distribution of stored water in the seasonal snowpack over High...
