Publications
2025
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  Shifting Drivers of Urban Cooling Energy Demand in China (1978-2024): A Spatiotemporal AnalysisEnergy, 2025 - 
  A Tale of two unprecedented droughts in southeast Asia: Physical drivers and impending future risksEarth’s Future, 2025 - 
  A novel diversity-aware sampling method for global soil moisture predictionJournal of Hydrology, 2025 - 
  Heterogeneity impacts urban roughness for earth system modelingGeophysical Research Letters, 2025 - 
  A multimodal machine learning fused global 0.1° daily evapotranspiration dataset from 1950-2022Agricultural and Forest Meteorology, 2025 - 
  Systemic Inflammation as a Moderator of Air Pollution-Associated Self-Reported Health in Middle-aged and Older Chinese Adults: Evidence from a Nationwide StudyThe Journals of Gerontology: Series A, 2025 - 
  CONCN: a high-resolution, integrated surface water–groundwater ParFlow modeling platform of continental ChinaHydrology and Earth System Sciences, 2025 - 
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  Improving global soil moisture prediction based on Meta-Learning model leveraging Köppen-Geiger climate classificationCatena, 2025 - 
  A China dataset of soil properties for land surface modelling (version 2, CSDLv2)Earth System Science Data, 2025 - 
  A flux tower site attribute dataset intended for land surface modelingEarth System Science Data, 2025 - 
  Optimal Coupling Height of the Atmosphere and Land Surface—An Earth System Modeling PerspectiveAdvances in Atmospheric Sciences, 2025 
2024
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  Advancing symbolic regression for earth science with a focus on evapotranspiration modelingnpj Climate and Atmospheric Science, 2024 - 
  Reconciling global terrestrial evapotranspiration estimates from multi-product intercomparison and evaluationWater Resources Research, 2024 - 
  Global Assessment of Atmospheric Forcing Uncertainties in The Common Land Model 2024 SimulationsJournal of Geophysical Research: Atmospheres, 2024e2024JD041520 2024JD041520 - 
  Exploring Topography Downscaling Methods for Hyper-Resolution Land Surface ModelingJournal of Geophysical Research: Atmospheres, 2024e2024JD041338 2024JD041338 - 
  An enhanced Standardized Precipitation–Evapotranspiration Index (SPEI) drought-monitoring method integrating land surface characteristicsEarth System Dynamics, 2024 - 
Earth’s futur
  Assessing Climate Change Impacts on Crop Yields and Exploring Adaptation Strategies in Northeast ChinaEarth’s Future, 2024 - 
GRL
  An Unstructured Mesh Generation Tool for Efficient High-Resolution Representation of Spatial Heterogeneity in Land Surface ModelsGeophysical Research Letters, 2024 - 
Geoderma
  Improving global soil moisture prediction through cluster-averaged sampling strategyGeoderma, 2024 - 
GPC
  Skill of isotope-enabled climate models for daily surface water vapour in East AsiaGlobal and Planetary Change, 2024 - 
JHM
  Using Median Point in Keeling Plot to Reduce the Uncertainty of the Isotopic Composition of EvapotranspirationJournal of Hydrometeorology, 2024 - 
GRL
  Observational constraints and attribution of global plant transpiration changes over the past four decadesGeophysical Research Letters, 2024 - 
SCS
  Urbanization exacerbated the rapid growth of summer cooling demands in China from 1980 to 2023Sustainable Cities and Society, 2024 - 
AAS
  Enhancing Deep Learning Soil Moisture Forecasting Models by Integrating Physics-based ModelsAdvances in Atmospheric Sciences, 2024 - 
JGR-A
  Process-Based Intercomparison of Water Isotope-Enabled Models and Reanalysis Nudging EffectsJournal of Geophysical Research: Atmospheres, 2024 - 
JHM
  Enforcing Water Balance in Multitask Deep Learning Models for Hydrological ForecastingJournal of Hydrometeorology, 2024 - 
EXPERT SYST APPL
  LandBench 1.0: A benchmark dataset and evaluation metrics for data-driven land surface variables predictionExpert Systems with Applications, 2024 
2023
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For. Ecol. ManagSeasonal variability of forest cooling and warming effects and response to drought in mid-to-high latitudes of the Northern HemisphereForest Ecology and Management, 2023
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JAMESScale-Dependent Estimability of Turbulent Flux in the Unstable Surface Layer for Land Surface ModelingJournal of Advances in Modeling Earth Systems, 2023
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GRLImpact of Reservoirs on Local Precipitation-Temperature Coupling RelationshipsGeophysical Research Letters, 2023
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Remote Sens.Reprocessed MODIS Version 6.1 Leaf Area Index Dataset and Its Evaluation for Land Surface and Climate ModelingRemote Sensing, 2023
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ACPVehicle-based in situ observations of the water vapor isotopic composition across China: spatial and seasonal distributions and controlsAtmospheric Chemistry and Physics, 2023
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GRLSpatial pattern of plant transpiration over China constrained by observationsGeophysical Research Letters, 2023
 
2022
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GRLA Surface Flux Estimation Scheme Accounting for Large-Eddy Effects for Land Surface ModelingGeophysical Research Letters, 2022
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Nat. Clim. ChangeReconciling disagreement on global river flood changes in a warming climateNature Climate Change, 2022
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JGR-AThe effect of surface heating heterogeneity on boundary layer height and its dependence on background wind speedJournal of Geophysical Research: Atmospheres, 2022
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JGR-AImproving Snow-Process Modeling by Evaluating Reanalysis Vertical Temperature Profiles Using a Distributed Hydrological ModelJournal of Geophysical Research: Atmospheres, 2022
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PNASAtmospheric forcing dominates winter Barents-Kara sea ice variability on interannual to decadal time scalesProceedings of the National Academy of Sciences, 2022
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JoHGlobal assessment of partitioning transpiration from evapotranspiration based on satellite solar-induced chlorophyll fluorescence dataJournal of Hydrology, 2022
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HESSAssessing the influence of water sampling strategy on the performance of tracer-aided hydrological modeling in a mountainous basin on the Tibetan PlateauHydrology and Earth System Sciences, 2022
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JHMCausality-structured deep learning for soil moisture predictionsJournal of Hydrometeorology, 2022
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ERLSatellite observed recent rising water levels of global lakes and reservoirsEnvironmental Research Letters, 2022
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Front. Earth Sci.Estimating the actual evapotranspiration of different vegetation types based on root distribution functionsFrontiers in Earth Science, 2022
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HYDROL. RES.Characterizing the groundwater storage–discharge relationship of small catchments in ChinaHydrology Research, 2022
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WRRA Catchment-Based Hierarchical Spatial Tessellation Approach to a Better Representation of Land Heterogeneity for Hyper-Resolution Land Surface ModelingWater Resources Research, 2022
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JHMMultistep forecasting of soil moisture using spatiotemporal deep encoder–decoder networksJournal of Hydrometeorology, 2022
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AOSLAssessment of global meteorological, hydrological and agricultural drought under future warming based on CMIP6Atmospheric and Oceanic Science Letters, 2022
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AOSLPlant drought tolerance trait is the key parameter in improving the modeling of terrestrial transpiration in arid and semi-arid regionsAtmospheric and Oceanic Science Letters, 2022
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JHMTemporal variations of stable isotopes in precipitation from Yungui Plateau: insights from moisture source and rainout effectJournal of Hydrometeorology, 2022
 
2021
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HESSCan we use precipitation isotope outputs of isotopic general circulation models to improve hydrological modeling in large mountainous catchments on the Tibetan Plateau?Hydrology and Earth System Sciences, 2021
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JoHA hybrid deep learning algorithm and its application to streamflow predictionJournal of Hydrology, 2021
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JGR-AImpacts of continuously increasing urbanization ratios on warming rates and temperature extremes observed over the Beijing areaJournal of Geophysical Research: Atmospheres, 2021
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Commu. Earth Environ.A framework for quantifying hydrologic effects of soil structure across scalesCommunications Earth & Environment, 2021
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ForestsNew representation of plant hydraulics improves the estimates of transpiration in land surface modelForests, 2021
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Sci. Adv.Climate-informed hydrologic modeling and policy typology to guide managed aquifer rechargeScience Advances, 2021
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JHMReducing solar radiation forcing uncertainty and its impact on surface energy and water fluxesJournal of Hydrometeorology, 2021
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Nat. Commu.Acceleration of western Arctic sea ice loss linked to the Pacific North American patternNature communications, 2021
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Nat. Geo.Deforestation-induced warming over tropical mountain regions regulated by elevationNature Geoscience, 2021
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ESSDetermining the isotopic composition of surface water vapor flux from high-frequency observations using flux-gradient and Keeling Plot methodsEarth and Space Science, 2021
 
2020
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GPCAttribution of the land surface temperature response to land-use conversions from bare landGlobal and Planetary Change, 2020
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GRLDevelopment of hierarchical ensemble model and estimates of soil water retention with global coverageGeophysical Research Letters, 2020
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JoHIdentification of uncertainty sources in quasi-global discharge and inundation simulations using satellite-based precipitation productsJournal of Hydrology, 2020
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WRRDeterminants of the asymmetric parameter in the generalized complementary principle of evaporationWater Resources Research, 2020
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HPTranspiration and evaporation of grassland using land surface modellingHydrological Processes, 2020
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BAMSA global drought and flood catalogue from 1950 to 2016Bulletin of the American Meteorological Society, 2020
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WRRPhysical constraints for improved soil hydraulic parameter estimation by pedotransfer functionsWater Resources Research, 2020
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WRRQuantifying the controls on evapotranspiration partitioning in the highest alpine meadow ecosystemWater Resources Research, 2020
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WRRContrasting influences of human activities on hydrological drought regimes over China based on high-resolution simulationsWater Resources Research, 2020
 
2019
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WRREvapotranspiration Characteristics Distinct to Mangrove Ecosystems Are Revealed by Multiple-Site Observations and a Modified Two-Source ModelWater Resources Research, 2019
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JoHThe utility of near-surface water vapor deuterium excess as an indicator of atmospheric moisture sourceJournal of Hydrology, 2019
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GCBDeterminants for the ratio of actual to potential evapotranspirationGlobal Cchange Biology, 2019
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AFMDynamical effects of plastic mulch on evapotranspiration partitioning in a mulched agriculture ecosystem: Measurements with numerical modelingAgricultural and Forest Meteorology, 2019
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Sci. DataA global database of water vapor isotopes measured with high temporal resolution infrared laser spectroscopyScientific data, 2019
 
2018
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ForestsInfluences of Extreme Weather Conditions on the Carbon Cycles of Bamboo and Tea EcosystemsForests, 2018
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JAMESISOLESC: A coupled Isotope-LSM-LES-Cloud modeling system to investigate the water budget in the atmospheric boundary layerJournal of Advances in Modeling Earth Systems, 2018
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AFMEvapotranspiration partitioning at the ecosystem scale using the stable isotope method - A reviewAgricultural and Forest Meteorology, 2018
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GRLInfluences of root hydraulic redistribution on N2O emissions at five AmeriFlux sitesGeophysical Research Letters, 2018
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ERA multiple time scale modeling investigation of leaf water isotope enrichment in a temperate grassland ecosystem2018
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EPSLInfluences of large-scale convection and moisture source on monthly precipitation isotope ratios observed in Thailand, Southeast Asia2018
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AFMEvapotranspiration partitioning for three agro-ecosystems with contrasting moisture conditions: a comparison of an isotope method and a two-source model calculation2018
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JGR-A
 
2017
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GRL
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JAOTA Meta-Analysis of Open-Path Eddy Covariance Observations of Apparent CO2 Flux in Cold Conditions in FLUXNET2017
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BLMbook
 
2016
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JoHUnderstanding the variability of water isotopologues in near-surface atmospheric moisture over a humid subtropical rice paddy in Tsukuba, Japan2016
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BLM
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HRSBookEvaluating the Diurnal Cycle of Precipitation Representation in West African Monsoon Region with Different Convection Schemes2016
 
2015
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WRRPartitioning of evapotranspiration using high-frequency water vapor isotopic measurement over a rice paddy field2015
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AFMPartitioning evapotranspiration in a temperate grassland ecosystem: Numerical modeling with isotopic tracers2015
 
2014
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JCSEINVESTIGATING VEGETATION-ATMOSPHERE WATER EXCHANGE BY USING HIGH FREQUENCY SPECTROSCOPY VAPOR ISOTOPE OBSERVATIONS2014
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HRL