Articles | Volume 15, issue 2
https://doi.org/10.5194/essd-15-621-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-15-621-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
TPHiPr: a long-term (1979–2020) high-accuracy precipitation dataset (1∕30°, daily) for the Third Pole region based on high-resolution atmospheric modeling and dense observations
Yaozhi Jiang
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
National Tibetan Plateau Data Center, State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan
Plateau Research, Chinese Academy of Sciences, Beijing, China
Youcun Qi
Key Laboratory of Water Cycle and Related Land Surface Processes,
Institute of Geographic Sciences and Natural Resources Research, Chinese
Academy of Sciences, Beijing, China
National Tibetan Plateau Data Center, State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan
Plateau Research, Chinese Academy of Sciences, Beijing, China
National Tibetan Plateau Data Center, State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan
Plateau Research, Chinese Academy of Sciences, Beijing, China
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
Xin Li
National Tibetan Plateau Data Center, State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan
Plateau Research, Chinese Academy of Sciences, Beijing, China
Yingying Chen
National Tibetan Plateau Data Center, State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan
Plateau Research, Chinese Academy of Sciences, Beijing, China
Xiaodong Li
State Key Laboratory of Hydraulics and Mountain River Engineering,
Sichuan University, Chengdu, China
Bingrong Zhou
Qinghai Institute of Meteorology Science, Qinghai Meteorological Bureau, Xining, China
Ali Mamtimin
Institute of Desert Meteorology/Taklimakan Desert Meteorology Field
Experiment Station, China Meteorological Administration, Ürümqi, China
Changkun Shao
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
Xiaogang Ma
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
Jiaxin Tian
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
Jianhong Zhou
Department of Earth System Science, Ministry of Education Key
Laboratory for Earth System Modeling, Institute for Global Change Studies,
Tsinghua University, Beijing, China
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- Temporal and spatial differentiation in the landslide sediment transfer potential in Wenchuan earthquake-impacted areas J. Xiong et al. https://doi.org/10.1007/s10346-025-02467-1
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- 2000~2022年青藏高原湖泊表面温度变化及其驱动因素 元. 邱 et al. https://doi.org/10.1360/SSTe-2024-0186
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- Dynamics and risk assessment of water conservation in a high-mountain river basin under climate change C. Chai et al. https://doi.org/10.1016/j.gloplacha.2026.105527
- 青藏高原暖季中西部的断面降雨观测: 系统设计与初步结果 坤. 阳 et al. https://doi.org/10.1360/SSTe-2022-0210
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- High-resolution land surface modeling of climate and CO2 effects on ecosystem carbon-water coupling across the Qinghai-Tibet Plateau X. Xi et al. https://doi.org/10.1016/j.agrformet.2026.111195
- Evaluation of CLDAS and GPM Precipitation Products over the Tibetan Plateau in Summer 2005–2021 Based on Hourly Rain Gauge Observations Q. Liu & X. Yao https://doi.org/10.1007/s13351-024-4030-0
- Enduring local impact of springtime snow cover over the Third Pole C. Lin et al. https://doi.org/10.1038/s41612-025-01264-w
- Weight-Supported Random Forest Downscaled GRACE (-FO) Data Uncovers Groundwater Depletion Linked to Winter Wheat Cultivation in the North China Plain S. Ali et al. https://doi.org/10.1007/s41748-025-00976-6
- Power Spectra’s Perspective on Meteorological Drivers of Snow Depth Multiscale Behavior over the Tibetan Plateau Y. Cao & L. Jiang https://doi.org/10.3390/land14040790
- Estimating the long-term daily evapotranspiration in the source region of the Yangtze River based on a universal trapezoid method Y. Li et al. https://doi.org/10.1016/j.ejrh.2026.103119
- Study on the Snowfall Amount Triggering Regional Avalanches in Southeastern Tibet H. Wei et al. https://doi.org/10.3390/w17111631
- 第三极地区高分辨率近地面气象驱动数据研制 尧. 姜 et al. https://doi.org/10.1360/N072024-0170
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- Accounting for the annual variability when assessing non-point source pollution potential in Mediterranean regulated watersheds E. Contreras et al. https://doi.org/10.1016/j.scitotenv.2023.167261
- A ten-year (2012–2021) fine-resolution (1 km, hourly) precipitation dataset over southeastern Tibetan Plateau D. Li et al. https://doi.org/10.1038/s41597-025-04654-0
- Machine learning-based precipitation dataset for the Yarlung Zangbo River Basin: Generation, evaluation, and environmental factor analysis H. Zha et al. https://doi.org/10.1016/j.ejrh.2026.103387
- A warming-induced glacier reduction causes lower streamflow in the upper Tarim River Basin L. Liu et al. https://doi.org/10.1016/j.ejrh.2024.101802
- Weight-optimized fusion of satellite precipitation over the Qinghai-Tibet Plateau: Comparison of machine learning approaches L. Zhou et al. https://doi.org/10.1016/j.jhydrol.2026.135610
- Chain effects of landslide activity intensity decay on landslide sediment transfer and debris flow activity J. Xiong et al. https://doi.org/10.1139/cgj-2025-0510
- Rainfall Erosivity Mapping for Tibetan Plateau Using High-Resolution Temporal and Spatial Precipitation Datasets for the Third Pole B. Yin et al. https://doi.org/10.3390/rs15225267
- Impacts of a shallow convection scheme on kilometer-scale atmospheric simulations over the Tibetan Plateau J. Liu et al. https://doi.org/10.1007/s00382-024-07320-0
- Optimized Soil Moisture Mapping Strategies on the Tibetan Plateau Using Downscaled and Interpolated Maps as Mutual Covariates M. Zhang et al. https://doi.org/10.3390/rs16213939
- Widespread weakening of soil-atmosphere thermal coupling and its response to climate warming on the Qinghai-Tibetan plateau G. Yin et al. https://doi.org/10.1016/j.agrformet.2025.110925
- Multi-dimensional evaluation of four monthly long-term and high-resolution gridded precipitation datasets on the Qinghai-Tibet Plateau N. Meng et al. https://doi.org/10.1016/j.atmosres.2024.107226
- Unraveling scale-dependent flood responses to changing climate extremes over the Tibetan Plateau X. Li et al. https://doi.org/10.1038/s43247-026-03413-2
- CMIP6 Simulation-Based Daily Surface Air Temperature and Precipitation Projections over the Qinghai-Tibetan Plateau in the 21st Century K. Wang et al. https://doi.org/10.3390/atmos15040434
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. https://doi.org/10.5194/tc-18-4089-2024
- Enhanced surface water-energy coupling on the Tibetan Plateau over the past six decades (1960–2020) K. Yang et al. https://doi.org/10.1016/j.fmre.2023.12.006
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- Contrasting lake changes in Tibet revealed by recent multi-modal satellite observations J. Ran et al. https://doi.org/10.1016/j.scitotenv.2023.168342
- Asymmetric adaptation of dryland vegetation to a warming and drying climate over two decades in Xinjiang, China: Evidence from satellite observations H. Zhang et al. https://doi.org/10.1016/j.jag.2026.105316
- 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. https://doi.org/10.1016/j.atmosres.2024.107251
- Development of high-resolution gridded data for water availability identification through GRACE data downscaling: Development of machine learning models H. Tao et al. https://doi.org/10.1016/j.atmosres.2023.106815
- Susceptibility Mapping of Thaw Slumps Based on Neural Network Methods along the Qinghai–Tibet Engineering Corridor P. Li et al. https://doi.org/10.3390/su16125120
- Multisource precipitation data fusion: Generating high-quality precipitation estimates H. Chen et al. https://doi.org/10.59717/j.xinn-geo.2026.100195
- Assessing the fidelity of gridded datasets for characterizing precipitation over the Tibetan plateau using multi-source observations and water balance D. Li et al. https://doi.org/10.1007/s44394-025-00012-1
- A Novel Survival Analysis Model for Quantifying Time-Lagged and Nonlinear Effects of Meteorological Conditions on Snow Phenology J. Xu et al. https://doi.org/10.1109/TGRS.2025.3588200
- An image channel-based method for the compression and application of meteorological data J. Li et al. https://doi.org/10.1080/2150704X.2025.2578823
- Evaluation of reanalyzed surface air temperature over the western Tibetan Plateau J. Wang et al. https://doi.org/10.1016/j.atmosres.2025.108454
- ERA5-Land overestimates runoff coefficient but underestimates runoff recession rate in the central Tibetan permafrost region L. Liu et al. https://doi.org/10.1016/j.ejrh.2024.101792
- Polar regions are critical in achieving global sustainable development goals X. Li et al. https://doi.org/10.1038/s41467-025-59178-3
- A multiple-step scheme for the improvement of satellite precipitation products over the Tibetan Plateau from multisource information K. He et al. https://doi.org/10.1016/j.scitotenv.2023.162378
- Analysis of effects of vegetation cover and elevation on water yield in an alpine basin of the Qilian Mountains in Northwest China by integrating the WRF-Hydro and Budyko framework S. Guo et al. https://doi.org/10.1016/j.jhydrol.2023.130580
- Evaluation of Multi-Source Precipitation Products in the Hinterland of the Tibetan Plateau M. Sun et al. https://doi.org/10.3390/atmos15010138
- Spatial distribution and variation trends of soil freezing front on the Qingzang Plateau revealed by machine learning models B. Wen et al. https://doi.org/10.1007/s00382-025-07989-x
- Inconsistent response patterns of snow cover duration and snow depth over the Tibetan Plateau to global warming Y. Jiang et al. https://doi.org/10.1016/j.accre.2025.03.007
- Hydrology and sediment supply in the largest lake system of Qaidam Basin, northeastern Qinghai-Xizang Plateau: insights from surface-sediment grain size H. Li et al. https://doi.org/10.1007/s00343-025-5260-4
- Evaluation of precipitation extremes over the Tibetan plateau using the NASA global daily downscaled datasets NEX-GDDP-CMIP6 H. Yuan et al. https://doi.org/10.1016/j.accre.2023.12.001
- Added value of merging techniques in precipitation estimates relative to gauge-interpolation algorithms of varying complexity Y. Hu & L. Zhang https://doi.org/10.1016/j.jhydrol.2024.132214
- Geomorphometric assessment of spatial transfer potential of landslides sediment in seismically impacted areas J. Xiong et al. https://doi.org/10.1007/s11069-024-07034-w
- Divergent impacts of Tibetan Plateau lakes on local and downstream water availability Y. Dai et al. https://doi.org/10.1016/j.accre.2025.09.013
- Forecasting monthly rainfall and temperature patterns in Van Province, Türkiye, using ARIMA and SARIMA models: a long-term climate analysis V. Yavuz https://doi.org/10.2166/wcc.2025.798
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- Characterizing the kinematics of active rock glaciers in Daxue Shan, southeastern Tibetan plateau, using SAR interferometry and generalized boosted modeling J. Cai et al. https://doi.org/10.1016/j.rse.2024.114352
- Precipitation adjustment by the OTT Parsivel2 in the central Qinghai–Tibet Plateau C. Wang et al. https://doi.org/10.1002/esp.5836
- Integrating infiltration processes in hybrid downscaling methods to estimate sub-surface soil moisture M. Zhang et al. https://doi.org/10.1016/j.ecoinf.2024.102875
- Evolution and Attribution of Flood Volume in the Source Region of the Yellow River J. Wang et al. https://doi.org/10.3390/rs17081342
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- Characterizing precipitation uncertainties in a high-altitudinal permafrost watershed of the Tibetan plateau based on regional water balance and hydrological model simulations H. Jiang et al. https://doi.org/10.1016/j.ejrh.2023.101445
- Impact of snow on vegetation green-up dynamics on the Tibetan Plateau: Integration of survival analysis and remote sensing data J. Xu et al. https://doi.org/10.1016/j.agrformet.2024.110377
- Intercomparison and sensitivity analysis of WRF parameterization schemes for convection-permitting modeling of precipitation distribution along the Yarlung Zangbo River Q. Bian et al. https://doi.org/10.1016/j.atmosres.2026.108827
- Review of WRF for weather and climate change over the Tibetan Plateau L. Liu et al. https://doi.org/10.1016/j.accre.2025.10.001
- Global warming driving increased winter CO<sub>2</sub> emissions in the Northern Hemisphere permafrost region Y. Wei et al. https://doi.org/10.59717/j.xinn-geo.2026.100185
- Lake‐Area Expansion Alters Downwind Precipitation Patterns on the Tibetan Plateau: Insights From the Most Dramatically Expanded Lake Y. Qiu et al. https://doi.org/10.1029/2023JD039274
- Slope Aspect Differentiation of the Freeze–Thaw Process of Seasonally Frozen Soil in the Great Xing’an Mountain and Its Response to Climate Warming H. Jiang et al. https://doi.org/10.3390/su18094294
- Improved snow depth estimation on the Tibetan Plateau using AMSR2 and ensemble learning models Q. Gu et al. https://doi.org/10.1016/j.jag.2024.104102
- A global dataset of terrestrial evapotranspiration and soil moisture dynamics from 1982 to 2020 K. Zhang et al. https://doi.org/10.1038/s41597-024-03271-7
- Thaw slumps alter ecosystem carbon budget in alpine grassland on the Tibetan Plateau G. Jiang et al. https://doi.org/10.1038/s41467-025-66869-4
- Quantifying Long Term (2000–2020) Water Balances Across Nepal by Integrating Remote Sensing and an Ecohydrological Model K. Jin et al. https://doi.org/10.3390/rs17111819
- Multicentury flow reconstruction at four sites along the Yarlung Zangbo River J. Zeng et al. https://doi.org/10.1007/s11431-024-2793-6
- Dense gauge observations-based evaluation of gridded precipitation in southwest China and its implication for future data development Z. Zhang et al. https://doi.org/10.1016/j.atmosres.2026.108816
- Evaluating rainfall erosivity on the Tibetan Plateau by integrating high spatiotemporal resolution gridded precipitation and gauge data B. Yin et al. https://doi.org/10.1016/j.scitotenv.2024.174334
- Comparison of multi-source merged precipitation products using independent gauge observations H. Zhang et al. https://doi.org/10.1016/j.atmosres.2025.108427
- Modeling glacio-hydrological processes in the Himalayas: A review and future perspectives L. Wang et al. https://doi.org/10.1016/j.geosus.2024.01.001
- A first evaluation of satellite soil moisture products over the Central-Western Tibetan Plateau using rain gauge observations C. Huang et al. https://doi.org/10.1016/j.jhydrol.2024.132617
- Accuracy evaluation and comparison of GSMaP series for retrieving precipitation on the eastern edge of the Qinghai-Tibet Plateau C. Zhou et al. https://doi.org/10.1016/j.ejrh.2024.102017
- Modelling α-Diversity and Abundance of Soil Bacterial and Fungal Communities in Tibetan Alpine Grasslands Using Climate Data and Normalized Difference Vegetation Index L. Tianyu et al. https://doi.org/10.5814/j.issn.1674-764x.2025.03.011
- High-resolution ensemble precipitation and temperature datasets for CONUS based on a probabilistic geospatial estimation approach G. Tang et al. https://doi.org/10.1016/j.jhydrol.2025.134761
- Intrinsic Water Use Efficiency as a Reliable Indicator of Drought Adaptation across Alpine Ecosystems on the Qinghai-Tibet Plateau F. Li et al. https://doi.org/10.1007/s41748-026-01207-2
- Summer extreme precipitation patterns and synoptic-scale circulation precursors over the Tibetan Plateau Z. Ding et al. https://doi.org/10.1007/s11430-023-1321-6
- Comprehensive assessment of various meteorological forcing datasets on the Tibetan Plateau: Insights from independent observations and multivariate comparisons R. Liu et al. https://doi.org/10.1016/j.jhydrol.2025.133025
- Evaluation of hourly summer precipitation products over the Tibetan Plateau: A comparative analysis of IMERG, CMORPH, and TPHiPr J. Jia et al. https://doi.org/10.1016/j.atmosres.2025.107955
- Long-term monthly 0.05° terrestrial evapotranspiration dataset (1982–2018) for the Tibetan Plateau L. Yuan et al. https://doi.org/10.5194/essd-16-775-2024
- Advancing the understanding of drought propagation in glacierized catchments by accounting for meltwater and catchment control in a newly introduced bi-stage framework Y. Ling et al. https://doi.org/10.1016/j.jhydrol.2026.135461
- Risk prediction of catastrophic debris flows against the background of material changes and human engineering activity in the Wenchuan earthquake disturbance area J. Xiong et al. https://doi.org/10.1007/s10064-025-04243-w
- Intercomparison of Gauge-Based, Reanalysis and Satellite Gridded Precipitation Datasets in High Mountain Asia: Insights from Observations and Discharge Data A. Spezza et al. https://doi.org/10.3390/cli13120253
- Warm-Season Precipitation in the Eastern Pamir Plateau: Evaluation from Multi-Source Datasets and Elevation Dependence M. Yao et al. https://doi.org/10.3390/rs17193302
- Characteristics of near‐surface soil freeze–thaw status using high resolution CLM5.0 simulations on the Tibetan Plateau Q. Peng et al. https://doi.org/10.1002/asl.1168
- Evaluation of TPMFD and CRA/Land precipitation data performance compared to IMERG V07 on the Tibetan Plateau using non-CMA stations L. Gao et al. https://doi.org/10.1016/j.atmosres.2025.108123
- Spatiotemporal changes of Indian monsoon-influenced precipitation over the world's highest large river: The Yarlung Zangbo River basin from a meridional wind perspective X. Tang et al. https://doi.org/10.1016/j.scitotenv.2026.181347
- 色林错及邻近湖泊群对气候变化的响应差异研究 进. 孙 et al. https://doi.org/10.1360/SSTe-2025-0256
- A dual-TransUNet deep learning framework for multi-source precipitation merging and improving seasonal and extreme estimates Y. Ye et al. https://doi.org/10.1016/j.ejrh.2026.103453
- Cross-Examination of Reanalysis Datasets on Elevation-Dependent Climate Change in the Third Pole Region A. Rameshan et al. https://doi.org/10.3390/atmos16030327
- Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation J. Tian et al. https://doi.org/10.1007/s11430-022-1180-8
- Future hydrological changes of the upstream basin and their effects on the water level of the Qinghai Lake X. Wang & B. Gao https://doi.org/10.1016/j.ejrh.2025.102425
- Evaluation and comparison of 11 sets of gridded precipitation products over the Qinghai-Tibet Plateau P. Rao et al. https://doi.org/10.1016/j.atmosres.2024.107315
- Effects of vegetation types on soil wetting pattern and preferential flow in arid mountainous areas of northwest China D. Xue et al. https://doi.org/10.1016/j.jhydrol.2024.131849
- How do gridded meteorological datasets perform in a typical data-scarce cryospheric basin? Y. Chang et al. https://doi.org/10.1016/j.accre.2024.10.004
- Refining daily precipitation estimates using machine learning and multi-source data in alpine regions with unevenly distributed gauges H. Lei et al. https://doi.org/10.1016/j.ejrh.2025.102272
165 citations as recorded by crossref.
- A dataset of gridded precipitation intensity-duration-frequency curves in Qinghai-Tibet Plateau Z. Ren et al. https://doi.org/10.1038/s41597-024-04362-1
- Temporal and spatial differentiation in the landslide sediment transfer potential in Wenchuan earthquake-impacted areas J. Xiong et al. https://doi.org/10.1007/s10346-025-02467-1
- Runoff contribution of spring snowmelt in the source region of the Yangtze River and its variation characteristics Z. Li et al. https://doi.org/10.1016/j.ejrh.2025.102295
- A comprehensive evaluation of the accuracy of satellite-based precipitation estimates over Thailand C. Kaprom et al. https://doi.org/10.1016/j.ejrh.2025.102380
- Multidimensional evaluation of satellite-based and reanalysis-based precipitation datasets in the Tibetan Plateau Y. Cheng et al. https://doi.org/10.1016/j.jhydrol.2025.133364
- Intensification of extreme precipitation across the Tibetan Plateau and its climatic drivers over 1982−2020 Y. Song et al. https://doi.org/10.1016/j.gloplacha.2025.105182
- The slowdown of increasing groundwater storage in response to climate warming in the Tibetan Plateau L. Wang et al. https://doi.org/10.1038/s41612-024-00840-w
- Development of a high-resolution near-surface meteorological forcing dataset for the Third Pole region Y. Jiang et al. https://doi.org/10.1007/s11430-024-1507-6
- Temperature Governs the Elevation Dependency of Snow Cover Changes in the Upper Reaches of the Yarkand River Basin X. Jiang et al. https://doi.org/10.3390/rs18010080
- High resolution soil moisture mapping in 3D space and time using machine learning and depth functions M. Zhang et al. https://doi.org/10.1016/j.geoderma.2024.117117
- Dipolar response of precipitation to lake expansion on the Tibetan Plateau Y. Qiu et al. https://doi.org/10.1016/j.jhydrol.2025.133532
- 2000~2022年青藏高原湖泊表面温度变化及其驱动因素 元. 邱 et al. https://doi.org/10.1360/SSTe-2024-0186
- Rainfall induced mass-movements in the Qinghai-Tibet Plateau: insights on temporal and spatial triggering patterns K. Yao et al. https://doi.org/10.1007/s10064-025-04415-8
- Precipitation regimes primarily drive the carbon uptake in the Tibetan Plateau L. He et al. https://doi.org/10.1016/j.ecolind.2023.110694
- TPRD3km: An observation-constrained high-resolution runoff data for Third Pole transboundary rivers H. Liu & L. Wang https://doi.org/10.1080/20964471.2025.2585701
- Spatio-temporal patterns of carbon, nitrogen and phosphorus in the aboveground parts of plants in alpine grasslands on the Qinghai-Xizang Plateau: Insights from a multi-faceted analysis G. Zhang et al. https://doi.org/10.1371/journal.pone.0325698
- An Artificial Intelligence-Driven Precipitation Downscaling Method Using Spatiotemporally Coupled Multi-Source Data C. Li et al. https://doi.org/10.3390/atmos16111226
- A robust index was extracted to assess the prolonged changes in debris flow activity after a high magnitude earthquake J. Xiong et al. https://doi.org/10.1016/j.catena.2025.108733
- Divergent effects of temperature and precipitation on water flow into the largest lake on the Tibetan Plateau Y. Wang et al. https://doi.org/10.1038/s41612-025-01017-9
- Physics-guided machine learning approach for reconstructing air temperature in warm permafrost on the Qinghai‒Xizang Plateau C. Peng et al. https://doi.org/10.1016/j.accre.2026.04.013
- An upgraded high-precision gridded precipitation dataset for the Chinese mainland considering spatial autocorrelation and covariates J. Hu et al. https://doi.org/10.5194/essd-17-3987-2025
- Passive satellite hourly precipitation estimation over mainland China by combining cloud and meteorological parameters S. Xu et al. https://doi.org/10.1016/j.atmosres.2025.108112
- Opposite long-term trends in precipitation during spring and summer over the Pamir Plateau and influential factors P. Chen et al. https://doi.org/10.1016/j.atmosres.2025.108169
- Unveiling large-scale velocity characteristics of rock glaciers in the Tibet-Pamir-Karakoram region using InSAR Z. Sun et al. https://doi.org/10.1016/j.jag.2025.104733
- Climate Change in Southeast Tibet and Its Potential Impacts on Cryospheric Disasters C. Fang et al. https://doi.org/10.3390/atmos16050547
- Characteristics and Attribution of Spatiotemporal Changes in Qilian Mountains' Runoff Over the Past Six Decades Z. Liu et al. https://doi.org/10.1029/2023JD039176
- Increased Sensitivity of Alpine Grasslands to Climate Change on the Tibetan Plateau Z. Xu et al. https://doi.org/10.3390/land15020215
- From means to extremes: Evaluating high-resolution gridded data for rainfall erosivity estimation in Austria C. Vásquez et al. https://doi.org/10.1016/j.ejrh.2026.103270
- What Distinguishes Summer Extreme Precipitation From Non‐Extreme Precipitation Over the Tibetan Plateau? Z. Ding et al. https://doi.org/10.1029/2024GL111192
- Runoff evolution responses to climate change: A case study in the headwater area of Yellow River, China J. Mei et al. https://doi.org/10.1016/j.jenvman.2025.125512
- Widespread societal and ecological impacts from projected Tibetan Plateau lake expansion F. Xu et al. https://doi.org/10.1038/s41561-024-01446-w
- Predicting Gross Primary Productivity under Future Climate Change for the Tibetan Plateau Based on Convolutional Neural Networks M. Li et al. https://doi.org/10.3390/rs16193723
- MoHiPr-TB: A Monthly Gridded Multi-Source Merged Precipitation Dataset for the Tarim Basin Based on Machine Learning P. Chen et al. https://doi.org/10.3390/rs17142483
- Unsupervised deep learning bias correction of CMIP6 global ensemble precipitation predictions with cycle generative adversarial network B. Huang et al. https://doi.org/10.1088/1748-9326/ad66e6
- Precipitation and Soil Moisture Variation over the Tibetan Plateau to the Anomaly of Indian Summer Monsoon from 1979 to 2019 T. Liu et al. https://doi.org/10.3390/rs16061014
- Fungal spore assemblages in the feces of typical wild herbivores on the Tibetan Plateau and their ecological significances H. Li et al. https://doi.org/10.1016/j.revpalbo.2026.105625
- Ecosystem Resilience Trends and Its Influencing Factors in China’s Three-River Headwater Region: A Comprehensive Analysis Using CSD Indicators (1982–2023) Z. Wang et al. https://doi.org/10.3390/land13081224
- Spatiotemporal characteristics of summer extreme precipitation over the Inner Tibetan Plateau in recent decades Z. Ding et al. https://doi.org/10.1038/s41612-025-01089-7
- Diagnosing evaporation in heterogeneous alpine basins using the generalized complementary relationship model integrated with the Budyko framework X. Zhang et al. https://doi.org/10.1016/j.jhydrol.2025.134496
- Application of remote sensing monitoring to the spatiotemporal variation in debris flow activity in the catastrophic Wenchuan seismic area J. Xiong et al. https://doi.org/10.1016/j.catena.2023.107450
- Deep learning for multi-source precipitation fusion on the Qinghai–Tibet Plateau W. Zhang & Z. Di https://doi.org/10.1080/17538947.2025.2594247
- Changes in lake surface temperature on the Tibetan Plateau from 2000 to 2022 and their driving factors Y. Qiu et al. https://doi.org/10.1007/s11430-024-1527-4
- Development of daily bias-corrected ensemble precipitation estimates over the Upper Indus Basin of the Hindukush-Karakoram-Himalaya K. Jamal et al. https://doi.org/10.2166/wcc.2023.202
- Evaluation of the Accuracy and Applicability of Reanalysis Precipitation Products in the Lower Yarlung Zangbo Basin A. Tan et al. https://doi.org/10.3390/rs17142396
- Precipitation Changes on the Northern Slope of the Kunlun Mountains in the Past 42 Years Z. Xia et al. https://doi.org/10.3390/w16091203
- How much water vapour does the Tibetan Plateau release into the atmosphere? C. Zheng et al. https://doi.org/10.5194/hess-29-485-2025
- Evaluation of stability and cooling engineering effectiveness of the Qinghai-Tibet transportation routes: A first comprehensive assessment using space geodetic observations L. Wang et al. https://doi.org/10.1016/j.enggeo.2025.108502
- Increasing gross primary productivity under soil warming and wetting on the Tibetan Plateau Q. Peng et al. https://doi.org/10.1088/1748-9326/ad1d4f
- Detecting Shifts of Monsoon Precipitation Patterns and a Large Increase in Soil Erosion Potential During 1979–2020 in Nepal R. Tang et al. https://doi.org/10.3390/rs18010069
- Intensification of compound hot–dry events on the Tibetan plateau under a warming background R. Pan et al. https://doi.org/10.1007/s00382-025-08026-7
- Dynamics and risk assessment of water conservation in a high-mountain river basin under climate change C. Chai et al. https://doi.org/10.1016/j.gloplacha.2026.105527
- 青藏高原暖季中西部的断面降雨观测: 系统设计与初步结果 坤. 阳 et al. https://doi.org/10.1360/SSTe-2022-0210
- Tibetan Plateau Runoff and Evapotranspiration Dataset by an observation-constrained cryosphere-hydrology model X. Fan et al. https://doi.org/10.1038/s41597-024-03623-3
- Probability mapping of debris flows triggered by multiple mechanisms in the Himalayas B. Zhou et al. https://doi.org/10.1016/j.ijdrr.2025.105444
- A physically-refined regional climate model for the Tibetan Plateau K. Yang et al. https://doi.org/10.1016/j.scib.2025.10.035
- Evaluating multi-source precipitation datasets for hydrological applications in ungauged alpine region of Tibetan Plateau H. Li et al. https://doi.org/10.1016/j.ejrh.2025.103003
- Effects of fine terrain complexity on cloud and precipitation changes over the Tibetan Plateau: a modeling study K. Yang et al. https://doi.org/10.1038/s41612-025-00907-2
- Assessment of runoff simulation in the Yarlung Zangbo River Basin based on the multi-physics Noah-MP land surface model H. Yang et al. https://doi.org/10.1360/TB-2023-0091
- Seasonality changes in the terrestrial water cycle under different vegetation types and their attribution in the Songliao River Basin, Northeast China W. Fei et al. https://doi.org/10.1016/j.ejrh.2025.103100
- 基于扩展卡尔曼滤波和自动微分技术对陆面数据同化系统参数的快速估计及其影响 佳. 田 et al. https://doi.org/10.1360/SSTe-2022-0372
- High-resolution land surface modeling of climate and CO2 effects on ecosystem carbon-water coupling across the Qinghai-Tibet Plateau X. Xi et al. https://doi.org/10.1016/j.agrformet.2026.111195
- Evaluation of CLDAS and GPM Precipitation Products over the Tibetan Plateau in Summer 2005–2021 Based on Hourly Rain Gauge Observations Q. Liu & X. Yao https://doi.org/10.1007/s13351-024-4030-0
- Enduring local impact of springtime snow cover over the Third Pole C. Lin et al. https://doi.org/10.1038/s41612-025-01264-w
- Weight-Supported Random Forest Downscaled GRACE (-FO) Data Uncovers Groundwater Depletion Linked to Winter Wheat Cultivation in the North China Plain S. Ali et al. https://doi.org/10.1007/s41748-025-00976-6
- Power Spectra’s Perspective on Meteorological Drivers of Snow Depth Multiscale Behavior over the Tibetan Plateau Y. Cao & L. Jiang https://doi.org/10.3390/land14040790
- Estimating the long-term daily evapotranspiration in the source region of the Yangtze River based on a universal trapezoid method Y. Li et al. https://doi.org/10.1016/j.ejrh.2026.103119
- Study on the Snowfall Amount Triggering Regional Avalanches in Southeastern Tibet H. Wei et al. https://doi.org/10.3390/w17111631
- 第三极地区高分辨率近地面气象驱动数据研制 尧. 姜 et al. https://doi.org/10.1360/N072024-0170
- Pollen Sedimentary Dynamics and Hydroclimatic Implications in the Largest Lake System in Qaidam Basin, Northeastern Qinghai-Tibet Plateau H. Li et al. https://doi.org/10.1016/j.palaeo.2025.113115
- Quantifying the snowfall variations in the Third Pole region from 1980 to 2020 T. Yang et al. https://doi.org/10.1016/j.atmosres.2023.106985
- Systematic analyses of the meteorological forcing and process parameterization uncertainties in modeling runoff with Noah-MP for the Upper Brahmaputra river basin X. Lei et al. https://doi.org/10.1016/j.jhydrol.2025.132686
- Accounting for the annual variability when assessing non-point source pollution potential in Mediterranean regulated watersheds E. Contreras et al. https://doi.org/10.1016/j.scitotenv.2023.167261
- A ten-year (2012–2021) fine-resolution (1 km, hourly) precipitation dataset over southeastern Tibetan Plateau D. Li et al. https://doi.org/10.1038/s41597-025-04654-0
- Machine learning-based precipitation dataset for the Yarlung Zangbo River Basin: Generation, evaluation, and environmental factor analysis H. Zha et al. https://doi.org/10.1016/j.ejrh.2026.103387
- A warming-induced glacier reduction causes lower streamflow in the upper Tarim River Basin L. Liu et al. https://doi.org/10.1016/j.ejrh.2024.101802
- Weight-optimized fusion of satellite precipitation over the Qinghai-Tibet Plateau: Comparison of machine learning approaches L. Zhou et al. https://doi.org/10.1016/j.jhydrol.2026.135610
- Chain effects of landslide activity intensity decay on landslide sediment transfer and debris flow activity J. Xiong et al. https://doi.org/10.1139/cgj-2025-0510
- Rainfall Erosivity Mapping for Tibetan Plateau Using High-Resolution Temporal and Spatial Precipitation Datasets for the Third Pole B. Yin et al. https://doi.org/10.3390/rs15225267
- Impacts of a shallow convection scheme on kilometer-scale atmospheric simulations over the Tibetan Plateau J. Liu et al. https://doi.org/10.1007/s00382-024-07320-0
- Optimized Soil Moisture Mapping Strategies on the Tibetan Plateau Using Downscaled and Interpolated Maps as Mutual Covariates M. Zhang et al. https://doi.org/10.3390/rs16213939
- Widespread weakening of soil-atmosphere thermal coupling and its response to climate warming on the Qinghai-Tibetan plateau G. Yin et al. https://doi.org/10.1016/j.agrformet.2025.110925
- Multi-dimensional evaluation of four monthly long-term and high-resolution gridded precipitation datasets on the Qinghai-Tibet Plateau N. Meng et al. https://doi.org/10.1016/j.atmosres.2024.107226
- Unraveling scale-dependent flood responses to changing climate extremes over the Tibetan Plateau X. Li et al. https://doi.org/10.1038/s43247-026-03413-2
- CMIP6 Simulation-Based Daily Surface Air Temperature and Precipitation Projections over the Qinghai-Tibetan Plateau in the 21st Century K. Wang et al. https://doi.org/10.3390/atmos15040434
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. https://doi.org/10.5194/tc-18-4089-2024
- Enhanced surface water-energy coupling on the Tibetan Plateau over the past six decades (1960–2020) K. Yang et al. https://doi.org/10.1016/j.fmre.2023.12.006
- Quantifying the impact of climate change and human activities on the atmospheric water cycle in the Upper Yellow River Basin Y. Man et al. https://doi.org/10.1016/j.ejrh.2026.103527
- What Controls the Subseasonal Precipitation Reversal Over the Western Tibetan Plateau in Winter? Y. Liu et al. https://doi.org/10.1029/2023JD039796
- Dynamic impact of hillslope landslide sediment transfer to ecological environment recovery in earthquake disturbed area J. Xiong et al. https://doi.org/10.1007/s10064-025-04125-1
- Cross-sectional rainfall observation on the central-western Tibetan Plateau in the warm season: System design and preliminary results K. Yang et al. https://doi.org/10.1007/s11430-022-1081-4
- Contrasting lake changes in Tibet revealed by recent multi-modal satellite observations J. Ran et al. https://doi.org/10.1016/j.scitotenv.2023.168342
- Asymmetric adaptation of dryland vegetation to a warming and drying climate over two decades in Xinjiang, China: Evidence from satellite observations H. Zhang et al. https://doi.org/10.1016/j.jag.2026.105316
- 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. https://doi.org/10.1016/j.atmosres.2024.107251
- Development of high-resolution gridded data for water availability identification through GRACE data downscaling: Development of machine learning models H. Tao et al. https://doi.org/10.1016/j.atmosres.2023.106815
- Susceptibility Mapping of Thaw Slumps Based on Neural Network Methods along the Qinghai–Tibet Engineering Corridor P. Li et al. https://doi.org/10.3390/su16125120
- Multisource precipitation data fusion: Generating high-quality precipitation estimates H. Chen et al. https://doi.org/10.59717/j.xinn-geo.2026.100195
- Assessing the fidelity of gridded datasets for characterizing precipitation over the Tibetan plateau using multi-source observations and water balance D. Li et al. https://doi.org/10.1007/s44394-025-00012-1
- A Novel Survival Analysis Model for Quantifying Time-Lagged and Nonlinear Effects of Meteorological Conditions on Snow Phenology J. Xu et al. https://doi.org/10.1109/TGRS.2025.3588200
- An image channel-based method for the compression and application of meteorological data J. Li et al. https://doi.org/10.1080/2150704X.2025.2578823
- Evaluation of reanalyzed surface air temperature over the western Tibetan Plateau J. Wang et al. https://doi.org/10.1016/j.atmosres.2025.108454
- ERA5-Land overestimates runoff coefficient but underestimates runoff recession rate in the central Tibetan permafrost region L. Liu et al. https://doi.org/10.1016/j.ejrh.2024.101792
- Polar regions are critical in achieving global sustainable development goals X. Li et al. https://doi.org/10.1038/s41467-025-59178-3
- A multiple-step scheme for the improvement of satellite precipitation products over the Tibetan Plateau from multisource information K. He et al. https://doi.org/10.1016/j.scitotenv.2023.162378
- Analysis of effects of vegetation cover and elevation on water yield in an alpine basin of the Qilian Mountains in Northwest China by integrating the WRF-Hydro and Budyko framework S. Guo et al. https://doi.org/10.1016/j.jhydrol.2023.130580
- Evaluation of Multi-Source Precipitation Products in the Hinterland of the Tibetan Plateau M. Sun et al. https://doi.org/10.3390/atmos15010138
- Spatial distribution and variation trends of soil freezing front on the Qingzang Plateau revealed by machine learning models B. Wen et al. https://doi.org/10.1007/s00382-025-07989-x
- Inconsistent response patterns of snow cover duration and snow depth over the Tibetan Plateau to global warming Y. Jiang et al. https://doi.org/10.1016/j.accre.2025.03.007
- Hydrology and sediment supply in the largest lake system of Qaidam Basin, northeastern Qinghai-Xizang Plateau: insights from surface-sediment grain size H. Li et al. https://doi.org/10.1007/s00343-025-5260-4
- Evaluation of precipitation extremes over the Tibetan plateau using the NASA global daily downscaled datasets NEX-GDDP-CMIP6 H. Yuan et al. https://doi.org/10.1016/j.accre.2023.12.001
- Added value of merging techniques in precipitation estimates relative to gauge-interpolation algorithms of varying complexity Y. Hu & L. Zhang https://doi.org/10.1016/j.jhydrol.2024.132214
- Geomorphometric assessment of spatial transfer potential of landslides sediment in seismically impacted areas J. Xiong et al. https://doi.org/10.1007/s11069-024-07034-w
- Divergent impacts of Tibetan Plateau lakes on local and downstream water availability Y. Dai et al. https://doi.org/10.1016/j.accre.2025.09.013
- Forecasting monthly rainfall and temperature patterns in Van Province, Türkiye, using ARIMA and SARIMA models: a long-term climate analysis V. Yavuz https://doi.org/10.2166/wcc.2025.798
- I–D Threshold Analysis of Rainfall-Triggered Landslides Based on TRMM Precipitation Data in Wudu, China S. Ning et al. https://doi.org/10.3390/rs15153892
- Refining snow-streamflow dynamics in a Tibetan Plateau basin by incorporating snow depth and topography L. Tian et al. https://doi.org/10.1016/j.jhydrol.2025.133057
- Effects of climate change on runoff in a representative Himalayan basin assessed through optimal integration of multi-source precipitation data Y. Xiang et al. https://doi.org/10.1016/j.ejrh.2024.101828
- Intercomparison of reanalysis and satellite precipitation products in endorheic and exorheic basins on the Tibetan Plateau R. Wang et al. https://doi.org/10.1016/j.ejrh.2024.102004
- Quantifying multi-sphere impacts on mountain runoff of a Third Pole River C. Chai et al. https://doi.org/10.1016/j.jenvman.2025.125153
- Characterizing the kinematics of active rock glaciers in Daxue Shan, southeastern Tibetan plateau, using SAR interferometry and generalized boosted modeling J. Cai et al. https://doi.org/10.1016/j.rse.2024.114352
- Precipitation adjustment by the OTT Parsivel2 in the central Qinghai–Tibet Plateau C. Wang et al. https://doi.org/10.1002/esp.5836
- Integrating infiltration processes in hybrid downscaling methods to estimate sub-surface soil moisture M. Zhang et al. https://doi.org/10.1016/j.ecoinf.2024.102875
- Evolution and Attribution of Flood Volume in the Source Region of the Yellow River J. Wang et al. https://doi.org/10.3390/rs17081342
- Extreme precipitation detection ability of four high-resolution precipitation product datasets in hilly area: a case study in Nepal S. Subba et al. https://doi.org/10.1016/j.accre.2024.05.005
- Tracking 35-year dynamics of retrogressive thaw slumps across permafrost regions of the Tibetan Plateau G. Yang et al. https://doi.org/10.1016/j.rse.2025.114786
- Characterizing precipitation uncertainties in a high-altitudinal permafrost watershed of the Tibetan plateau based on regional water balance and hydrological model simulations H. Jiang et al. https://doi.org/10.1016/j.ejrh.2023.101445
- Impact of snow on vegetation green-up dynamics on the Tibetan Plateau: Integration of survival analysis and remote sensing data J. Xu et al. https://doi.org/10.1016/j.agrformet.2024.110377
- Intercomparison and sensitivity analysis of WRF parameterization schemes for convection-permitting modeling of precipitation distribution along the Yarlung Zangbo River Q. Bian et al. https://doi.org/10.1016/j.atmosres.2026.108827
- Review of WRF for weather and climate change over the Tibetan Plateau L. Liu et al. https://doi.org/10.1016/j.accre.2025.10.001
- Global warming driving increased winter CO<sub>2</sub> emissions in the Northern Hemisphere permafrost region Y. Wei et al. https://doi.org/10.59717/j.xinn-geo.2026.100185
- Lake‐Area Expansion Alters Downwind Precipitation Patterns on the Tibetan Plateau: Insights From the Most Dramatically Expanded Lake Y. Qiu et al. https://doi.org/10.1029/2023JD039274
- Slope Aspect Differentiation of the Freeze–Thaw Process of Seasonally Frozen Soil in the Great Xing’an Mountain and Its Response to Climate Warming H. Jiang et al. https://doi.org/10.3390/su18094294
- Improved snow depth estimation on the Tibetan Plateau using AMSR2 and ensemble learning models Q. Gu et al. https://doi.org/10.1016/j.jag.2024.104102
- A global dataset of terrestrial evapotranspiration and soil moisture dynamics from 1982 to 2020 K. Zhang et al. https://doi.org/10.1038/s41597-024-03271-7
- Thaw slumps alter ecosystem carbon budget in alpine grassland on the Tibetan Plateau G. Jiang et al. https://doi.org/10.1038/s41467-025-66869-4
- Quantifying Long Term (2000–2020) Water Balances Across Nepal by Integrating Remote Sensing and an Ecohydrological Model K. Jin et al. https://doi.org/10.3390/rs17111819
- Multicentury flow reconstruction at four sites along the Yarlung Zangbo River J. Zeng et al. https://doi.org/10.1007/s11431-024-2793-6
- Dense gauge observations-based evaluation of gridded precipitation in southwest China and its implication for future data development Z. Zhang et al. https://doi.org/10.1016/j.atmosres.2026.108816
- Evaluating rainfall erosivity on the Tibetan Plateau by integrating high spatiotemporal resolution gridded precipitation and gauge data B. Yin et al. https://doi.org/10.1016/j.scitotenv.2024.174334
- Comparison of multi-source merged precipitation products using independent gauge observations H. Zhang et al. https://doi.org/10.1016/j.atmosres.2025.108427
- Modeling glacio-hydrological processes in the Himalayas: A review and future perspectives L. Wang et al. https://doi.org/10.1016/j.geosus.2024.01.001
- A first evaluation of satellite soil moisture products over the Central-Western Tibetan Plateau using rain gauge observations C. Huang et al. https://doi.org/10.1016/j.jhydrol.2024.132617
- Accuracy evaluation and comparison of GSMaP series for retrieving precipitation on the eastern edge of the Qinghai-Tibet Plateau C. Zhou et al. https://doi.org/10.1016/j.ejrh.2024.102017
- Modelling α-Diversity and Abundance of Soil Bacterial and Fungal Communities in Tibetan Alpine Grasslands Using Climate Data and Normalized Difference Vegetation Index L. Tianyu et al. https://doi.org/10.5814/j.issn.1674-764x.2025.03.011
- High-resolution ensemble precipitation and temperature datasets for CONUS based on a probabilistic geospatial estimation approach G. Tang et al. https://doi.org/10.1016/j.jhydrol.2025.134761
- Intrinsic Water Use Efficiency as a Reliable Indicator of Drought Adaptation across Alpine Ecosystems on the Qinghai-Tibet Plateau F. Li et al. https://doi.org/10.1007/s41748-026-01207-2
- Summer extreme precipitation patterns and synoptic-scale circulation precursors over the Tibetan Plateau Z. Ding et al. https://doi.org/10.1007/s11430-023-1321-6
- Comprehensive assessment of various meteorological forcing datasets on the Tibetan Plateau: Insights from independent observations and multivariate comparisons R. Liu et al. https://doi.org/10.1016/j.jhydrol.2025.133025
- Evaluation of hourly summer precipitation products over the Tibetan Plateau: A comparative analysis of IMERG, CMORPH, and TPHiPr J. Jia et al. https://doi.org/10.1016/j.atmosres.2025.107955
- Long-term monthly 0.05° terrestrial evapotranspiration dataset (1982–2018) for the Tibetan Plateau L. Yuan et al. https://doi.org/10.5194/essd-16-775-2024
- Advancing the understanding of drought propagation in glacierized catchments by accounting for meltwater and catchment control in a newly introduced bi-stage framework Y. Ling et al. https://doi.org/10.1016/j.jhydrol.2026.135461
- Risk prediction of catastrophic debris flows against the background of material changes and human engineering activity in the Wenchuan earthquake disturbance area J. Xiong et al. https://doi.org/10.1007/s10064-025-04243-w
- Intercomparison of Gauge-Based, Reanalysis and Satellite Gridded Precipitation Datasets in High Mountain Asia: Insights from Observations and Discharge Data A. Spezza et al. https://doi.org/10.3390/cli13120253
- Warm-Season Precipitation in the Eastern Pamir Plateau: Evaluation from Multi-Source Datasets and Elevation Dependence M. Yao et al. https://doi.org/10.3390/rs17193302
- Characteristics of near‐surface soil freeze–thaw status using high resolution CLM5.0 simulations on the Tibetan Plateau Q. Peng et al. https://doi.org/10.1002/asl.1168
- Evaluation of TPMFD and CRA/Land precipitation data performance compared to IMERG V07 on the Tibetan Plateau using non-CMA stations L. Gao et al. https://doi.org/10.1016/j.atmosres.2025.108123
- Spatiotemporal changes of Indian monsoon-influenced precipitation over the world's highest large river: The Yarlung Zangbo River basin from a meridional wind perspective X. Tang et al. https://doi.org/10.1016/j.scitotenv.2026.181347
- 色林错及邻近湖泊群对气候变化的响应差异研究 进. 孙 et al. https://doi.org/10.1360/SSTe-2025-0256
- A dual-TransUNet deep learning framework for multi-source precipitation merging and improving seasonal and extreme estimates Y. Ye et al. https://doi.org/10.1016/j.ejrh.2026.103453
- Cross-Examination of Reanalysis Datasets on Elevation-Dependent Climate Change in the Third Pole Region A. Rameshan et al. https://doi.org/10.3390/atmos16030327
- Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation J. Tian et al. https://doi.org/10.1007/s11430-022-1180-8
- Future hydrological changes of the upstream basin and their effects on the water level of the Qinghai Lake X. Wang & B. Gao https://doi.org/10.1016/j.ejrh.2025.102425
- Evaluation and comparison of 11 sets of gridded precipitation products over the Qinghai-Tibet Plateau P. Rao et al. https://doi.org/10.1016/j.atmosres.2024.107315
- Effects of vegetation types on soil wetting pattern and preferential flow in arid mountainous areas of northwest China D. Xue et al. https://doi.org/10.1016/j.jhydrol.2024.131849
- How do gridded meteorological datasets perform in a typical data-scarce cryospheric basin? Y. Chang et al. https://doi.org/10.1016/j.accre.2024.10.004
- Refining daily precipitation estimates using machine learning and multi-source data in alpine regions with unevenly distributed gauges H. Lei et al. https://doi.org/10.1016/j.ejrh.2025.102272
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Latest update: 28 May 2026
Short summary
Our work produces a long-term (1979–2020) high-resolution (1/30°, daily) precipitation dataset for the Third Pole (TP) region by merging an advanced atmospheric simulation with high-density rain gauge (more than 9000) observations. Validation shows that the produced dataset performs better than the currently widely used precipitation datasets in the TP. This dataset can be used for hydrological, meteorological and ecological studies in the TP.
Our work produces a long-term (1979–2020) high-resolution (1/30°, daily) precipitation dataset...
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