Hao Chen

Publications

• Long-term groundwater storage variations estimated in the Songhua River Basin by using GRACE products, land surface models, and in-situ observations
• Remote detection of human-induced evapotranspiration in a regional system experiencing increased anthropogenic demands and extreme climatic variability
• An Improved Algorithm for Discriminating Soil Freezing and Thawing Using AMSR-E and AMSR2 Soil Moisture Products
• Variations of simulated water use efficiency over 2000-2016 and its driving forces in Northeast China
• Separating the impacts of climate variability, land-use change and large reservoir operations on streamflow in the Yangtze River basin, China, using a hydrological modeling approach
• Monitoring the spatial distribution and changes in permafrost with passive microwave remote sensing
• Spatial Downscaling Based on Spectrum Analysis for Soil Freeze/Thaw Status Retrieved From Passive Microwave
• Evaluating global ecosystem water use efficiency response to drought based on multi-model analysis
• Combining sparse observations and reanalysis data for refining spatiotemporal variability in near‐surface air temperature lapse rates over China
• Coupling physically-based modeling and deep learning for long-term global freshwater availability monitoring and prediction
• Climate Change and Anthropogenic Impacts on Wetland and Agriculture in the Songnen and Sanjiang Plain, Northeast China
• Modelling spatial and temporal variability of hydrologic impacts under climate changes over the Nenjiang River Basin, China
• Volunteered Geographic Information for Disaster Management with Application to Earthquake Disaster Databank & Sharing Platform
• A Global Hydrological Drought Index Dataset Based on Gravity Recovery and Climate Experiment (GRACE) Data
• An automated machine learning based ensemble approach for improving estimates of soil water retention parameters
• Human-Induced Water Loss from Closed Inland Lakes: Hydrological Simulations in China’s Daihai Lake
• A new method for surface water extraction using multi-temporal Landsat 8 images based on maximum entropy model
• Spatiotemporal green water dynamics and their responses to variations of climatic and underlying surface factors: A case study in the Sanjiang Plain, China
• Dynamic weighted ensemble of geoscientific models via automated machine learning-based classification
• Supplementary material to "Dynamic weighted ensemble of geoscientific models via automated machine learning-based classification"
• On the improved ensemble of multi-source precipitation through joint automated machine learning-based classification and regression
• AutoML-Ens
• Discrimination and mapping ground surface freeze and Thaw states over Northeastern China based on the improved dual-index algorithm
• Impacts of Seasonally Frozen Soil Hydrothermal Dynamics on the Watershed Hydrological Processes Inferred from a Spatially Distributed Numerical Modelling Approach
• Optimization of K-NN by feature weight learning
• Temporal variation characteristics and attribution analysis of terrestrial water storage change in the Yangtze River basin,长江流域水储量变化的时间变化特征及归因分析
• Reducing samples learning for text categorization
• Accuracy evaluation and comparison of GPM and TRMM precipitation product over Mainland China,GPM与TRMM降水数据在中国大陆的精度评估与对比
• Spatial-temporal variability of snow cover over the Amur River Basin inferred from MODIS daily snow products in recent decades
• Dynamically weighted ensemble of geoscientific models via automated machine-learning-based classification
• On the improved ensemble of multi-source precipitation through joint automated machine learning-based classification and regression
• Global maps of soil water-retention parameters (field capacity and permanent wilting point) at different soil depths
• Evaluating data-driven and hybrid modeling of terrestrial actual evapotranspiration based on an automatic machine learning approach
• MSPEaml
• Modeling hydrological consequences of 21st-Century climate and land use/land cover changes in a Mid-high latitude watershed
• Toward an improved ensemble of multi-source daily precipitation via joint machine learning classification and regression
• Soil physicochemical properties explain land use/cover histories in the last sixty years in China
• On the improved ensemble of multi-source precipitation through joint automated machine learning-based classification and regression
• A new similarity measure based on feature weight learning
• Soil Moisture Memory: State‐Of‐The‐Art and the Way Forward
• Modeling hydrological consequences of 21st-Century climate and land use/land cover changes in a mid-high latitude watershed
• Impacts of seasonally frozen soil hydrothermal dynamics on the watershed hydrological processes inferred from a spatially distributed numerical modelling approach
• Discrimination and mapping ground surface freeze and thaw states over Northeastern China based on the improved dual-index algorithm
• Human-Induced water loss from closed inland Lakes: Hydrological simulations in China's Daihai lake
• Impacts of Climatic Fluctuations and Vegetation Greening on Regional Hydrological Processes: A Case Study in the Xiaoxinganling Mountains–Sanjiang Plain Region, Northeastern China
• Long-Term Spatiotemporal Analysis of Crop Water Supply–Demand Relationship in Response to Climate Change and Vegetation Greening in Sanjiang Plain, China
• IDWE_CHM (2000–2023)
• IDWE_CHM (2000–2023)
• IDWE_CHM (NRT)
• IDWE_CHM (NRT)