Research graph
References from Vine copula regional dry-wet evaluation index incorporating baseflow and XGBoost-SHAP early warning system in Huzhou, China. Local targets link to admitted publications; unresolved targets remain external evidence.
Spatiotemporal characterization of agricultural drought in the Sahel region using a composite drought index
10.1016/j.jaridenv.2022.104789 · 2022 · External reference
A novel multi-scalar drought index for monitoring drought: The standardized precipitation temperature index
10.1007/s11269-017-1788-1 · 2017 · External reference
Climate-driven divergence in meteorological drought diagnostics: A comparative analysis of SPI, SPEI, and RDI over Pakistan (1950-2024)
10.1007/s00704-026-06258-z · 2026 · External reference
A novel multivariate multi-scale index for drought-flood abrupt alternations: Considering precipitation, evapotranspiration, and soil moisture
10.1016/j.jhydrol.2024.132039 · 2024 · External reference
New standardized base flow index for identification of hydrologic drought in the Red River of the North Basin
10.1061/(asce)nh.1527-6996.0000414 · 2020 · External reference
Global changes of the water cycle intensity
10.1175/jcli3357.1 · 2005 · External reference
A revision of the Combined Drought Indicator (CDI) as part of the European Drought Observatory (EDO)
10.5194/nhess-21-481-2021 · 2021 · External reference
The effects of non-stationarity on SPI for operational drought monitoring in Europe
2021 · External reference
Spatio-temporal analysis of observed drought events in the Tigris-Euphrates basin during the 1960-2023 period via SPI and SPEI drought indices
10.1007/s00024-025-03863-3 · 2026 · External reference
Unresolved reference
External reference
Using baseflow ensembles for hydrologic hysteresis characterization in humid basins of Southeastern China
10.1029/2023wr036195 · 2024 · External reference
River ecological flow early warning forecasting using baseflow separation and machine learning in the Jiaojiang River Basin, Southeast China
10.1016/j.scitotenv.2023.163571 · 2023 · External reference
Adaptive assessment of reservoir scheduling to hydrometeorological comprehensive dry and wet condition evolution in a multi-reservoir region of southeastern China
10.1016/j.jhydrol.2024.132392 · 2025 · External reference
Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method
10.3390/books978-3-0365-4322-2 · 2022 · External reference
Characterizing uncertainty of the hydrologic impacts of climate change
10.1007/s40641-016-0034-x · 2016 · External reference
Vine copula based modeling
10.1146/annurev-statistics-040220-101153 · 2022 · External reference
Concurrent wet and dry hydrological extremes at the global scale
10.5194/esd-11-251-2020 · 2020 · External reference
A parsimonious empirical approach to streamflow recession analysis and forecasting
10.1029/2019wr025771 · 2020 · External reference
Decoding the architecture of drought: SHAP-enhanced insights into the climate forces reshaping the Sahel
10.5194/hess-29-6043-2025 · 2025 · External reference
Interpretable and explainable AI (XAI) model for spatial drought prediction
10.1016/j.scitotenv.2021.149797 · 2021 · External reference
Selecting and interpreting multiclass loss and accuracy assessment metrics for classifications with class imbalance: Guidance and best practices
10.3390/rs16030533 · 2024 · External reference
Statistical framework to assess long-term spatio-temporal climate changes: East River mountainous watershed case study
10.1007/s00477-022-02327-7 · 2023 · External reference
Abrupt climate change detection based on heuristic segmentation algorithm
10.7498/aps.54.5494 · 2005 · External reference
Training machine learning models on climate model output yields skillful interpretable seasonal precipitation forecasts
10.1038/s43247-021-00225-4 · 2021 · External reference
Runoff prediction in the Xiangxi River Basin under climate change: the application of the HBV-XGBoost coupled model
10.3390/w17162420 · 2025 · External reference
Engaging stakeholders to address a complex water resource management issue in the western cape, south Africa
10.1016/j.jhydrol.2024.131522 · 2024 · External reference
Forecasting monthly runoff in a glacierized catchment: A comparison of extreme gradient boosting (XGBoost) and deep learning models
10.1371/journal.pone.0321008 · 2025 · External reference
Widespread global exacerbation of extreme drought induced by urbanization
10.1038/s44284-024-00102-z · 2024 · External reference
Assessment of hydrological and meteorological composite drought characteristics based on baseflow and precipitation
10.3390/w16111466 · 2024 · External reference
Spatial-temporal variabilities of the contrasting hydrometeorological extremes and the impacts on vegetation growth over the Yangtze River basin
2021 · External reference
Baseflow separation using the digital filter method: review and sensitivity analysis
10.3390/w14030485 · 2022 · External reference
Comparison of extreme high-temperature events between Sichuan-Chongqing and Yangtze river delta regions based on relative threshold
10.1007/s00382-026-08133-z · 2026 · External reference
Climate change: Detection and its impact on hydrologic design
10.1029/wr014i004p00679 · 1978 · External reference
North Atlantic subtropical high forcing of Atlantic warm pool hydroclimate variability on millennial to orbital timescales
10.1126/sciadv.aea5042 · 2025 · External reference
Extraction method of baseflow recession segments based on second-order derivative of streamflow and comparison with four conventional methods
10.3390/w12071953 · 2020 · External reference
A half-century drying in Gobi Oasis, possible role of ENSO and warming/moistening of Northwest China
2025 · External reference
Assessment of urban flood resilience under a novel framework and method: A case study of the taihu lake basin
10.3390/land14071328 · 2025 · External reference
Identifying changes in flood characteristics and their causes from an event-based perspective in the Central Taihu Basin
2023 · External reference
Spatiotemporal evolution of dry and wet and quantitative analysis of the influence of meteorological factors based on MI and the FAO P-M model
2024 · External reference
Assessing time series correlation significance: A parametric approach with application to physiological signals
10.1016/j.bspc.2024.106235 · 2024 · External reference
Hydrologic interpretation of machine learning models for 10-daily streamflow simulation in climate sensitive upper Indus catchments
10.1007/s00704-024-04932-8 · 2024 · External reference
Calibrating the Lyne-Hollick filter for baseflow separation based on catchment response time
10.1016/j.jhydrol.2024.131483 · 2024 · External reference
Hydrologic sensitivity of global rivers to climate change
10.1023/a:1010616428763 · 2001 · External reference
A comparative study of several classification metrics and their performances on data
10.30574/wjaets.2023.8.1.0054 · 2023 · External reference
Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia
10.1016/j.asej.2020.11.011 · 2021 · External reference
Sea–air coupling leads to a decrease in precipitation in East Asia under present day conditions that is partially alleviated in future simulations
10.1038/s41612-023-00498-w · 2023 · External reference
The synergistic impact of ENSO and IOD on Indian summer monsoon rainfall in observations and climate simulations an information theory perspective
10.5194/esd-11-903-2020 · 2020 · External reference
Geologic controls on source water drive baseflow generation and carbon geochemistry: evidence of nonstationary baseflow sources across multiple subwatersheds
2020 · External reference
Standardized precipitation index based dry and wet conditions over a dryland ecosystem of northwestern India
2020 · External reference
Multi-index evaluation of meteorological drought across Turkiye: A temporal and seasonal perspective
10.1007/s11069-025-07961-2 · 2026 · External reference
Spatial assessment of drought features over different climates and seasons across Iran
10.1007/s00704-021-03853-0 · 2022 · External reference
ROBIN: Reference observatory of basins for international hydrological climate change detection
10.1038/s41597-025-04907-y · 2025 · External reference
A multi-scalar drought index sensitive to global warming: the Standardized Precipitation Evapotranspiration Index
10.1175/2009jcli2909.1 · 2010 · External reference
Potential trends in snowmelt-generated peak streamflows in a warming climate
10.1002/2016gl068935 · 2016 · External reference
Assessing the impact of river changes on flood regulation capacity using a coupled flood model in an urbanized plain river network region
2024 · External reference
Copula-based joint drought index using precipitation, NDVI, and runoff and its application in the Yangtze River basin, china
10.3390/rs15184484 · 2023 · External reference
Construction of 3D drought structures of meteorological drought events and their spatio-temporal evolution characteristics
10.1016/j.jhydrol.2020.125539 · 2020 · External reference
Multi-timescale assessment of propagation thresholds from meteorological to hydrological drought
10.1016/j.scitotenv.2020.144232 · 2021 · External reference
Determination of water required to recover from hydrological drought: Perspective from drought propagation and non-standardized indices
10.1016/j.jhydrol.2020.125227 · 2020 · External reference
Slower snowmelt in spring along with climate warming across the northern hemisphere
10.1029/2018gl079511 · 2018 · External reference
Nonlinear control of climate, hydrology, and topography on streamflow response through the use of interpretable machine learning across the contiguous United States
10.2166/wcc.2023.279 · 2023 · External reference
Rising rainfall intensity induces spatially divergent hydrological changes within a large river basin
10.1038/s41467-023-44562-8 · 2024 · External reference
Detection of flood trends and drivers in the Taihu Basin, China
2024 · External reference
Development and assessment of a C-vine copula-based composite drought index coupling multiple hydrological cycle variables in the north China plain
10.2166/wcc.2025.195 · 2025 · External reference
Inter-model uncertainty in projecting precipitation changes over central Asia under global warming
10.1029/2024gl111989 · 2024 · External reference
A vine copula-based modeling for identification of multivariate water pollution risk in an interconnected river system network
10.3390/w12102741 · 2020 · External reference
Modeling short-term drought for SPEI in mainland China using the XGBoost model
10.3390/atmos16040419 · 2025 · External reference
Agricultural drought risk assessment in southwest China
10.3390/w11051064 · 2019 · External reference
Explainable machine learning for the prediction and assessment of complex drought impacts
10.1016/j.scitotenv.2023.165509 · 2023 · External reference
Long-term baseflow responses to projected climate change in the Weihe River Basin, Loess Plateau, China
10.3390/rs14205097 · 2022 · External reference
Rising rainfall intensity induces spatially divergent hydrological changes within a large river basin
10.1038/s41467-023-44562-8 · 2024 · External reference
Diagnosing structural deficiencies of a hydrological model by time-varying parameters
10.1016/j.jhydrol.2021.127305 · 2022 · External reference
High-impact extreme weather and climate events in China: summer 2024 overview
10.1007/s00376-024-4462-6 · 2025 · External reference
A novel GNSS and precipitation-based integrated drought characterization framework incorporating both meteorological and hydrological indicators
10.1016/j.rse.2024.114261 · 2024 · External reference
Potential trends in snowmelt-generated peak streamflows in a warming climate
10.1002/2016gl068935 · ExternalCitation · doi-reference
Spatio-temporal analysis of observed drought events in the Tigris-Euphrates basin during the 1960-2023 period via SPI and SPEI drought indices
10.1007/s00024-025-03863-3 · ExternalCitation · doi-reference
High-impact extreme weather and climate events in China: summer 2024 overview
10.1007/s00376-024-4462-6 · ExternalCitation · doi-reference
Comparison of extreme high-temperature events between Sichuan-Chongqing and Yangtze river delta regions based on relative threshold
10.1007/s00382-026-08133-z · ExternalCitation · doi-reference
Statistical framework to assess long-term spatio-temporal climate changes: East River mountainous watershed case study
10.1007/s00477-022-02327-7 · ExternalCitation · doi-reference
Spatial assessment of drought features over different climates and seasons across Iran
10.1007/s00704-021-03853-0 · ExternalCitation · doi-reference
Hydrologic interpretation of machine learning models for 10-daily streamflow simulation in climate sensitive upper Indus catchments
10.1007/s00704-024-04932-8 · ExternalCitation · doi-reference
Climate-driven divergence in meteorological drought diagnostics: A comparative analysis of SPI, SPEI, and RDI over Pakistan (1950-2024)
10.1007/s00704-026-06258-z · ExternalCitation · doi-reference
Multi-index evaluation of meteorological drought across Turkiye: A temporal and seasonal perspective
10.1007/s11069-025-07961-2 · ExternalCitation · doi-reference
A novel multi-scalar drought index for monitoring drought: The standardized precipitation temperature index
10.1007/s11269-017-1788-1 · ExternalCitation · doi-reference
Characterizing uncertainty of the hydrologic impacts of climate change
10.1007/s40641-016-0034-x · ExternalCitation · doi-reference
Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia
10.1016/j.asej.2020.11.011 · ExternalCitation · doi-reference
Assessing time series correlation significance: A parametric approach with application to physiological signals
10.1016/j.bspc.2024.106235 · ExternalCitation · doi-reference
Spatiotemporal characterization of agricultural drought in the Sahel region using a composite drought index
10.1016/j.jaridenv.2022.104789 · ExternalCitation · doi-reference
Determination of water required to recover from hydrological drought: Perspective from drought propagation and non-standardized indices
10.1016/j.jhydrol.2020.125227 · ExternalCitation · doi-reference
Construction of 3D drought structures of meteorological drought events and their spatio-temporal evolution characteristics
10.1016/j.jhydrol.2020.125539 · ExternalCitation · doi-reference
Diagnosing structural deficiencies of a hydrological model by time-varying parameters
10.1016/j.jhydrol.2021.127305 · ExternalCitation · doi-reference
Calibrating the Lyne-Hollick filter for baseflow separation based on catchment response time
10.1016/j.jhydrol.2024.131483 · ExternalCitation · doi-reference
Engaging stakeholders to address a complex water resource management issue in the western cape, south Africa
10.1016/j.jhydrol.2024.131522 · ExternalCitation · doi-reference
A novel multivariate multi-scale index for drought-flood abrupt alternations: Considering precipitation, evapotranspiration, and soil moisture
10.1016/j.jhydrol.2024.132039 · ExternalCitation · doi-reference
Adaptive assessment of reservoir scheduling to hydrometeorological comprehensive dry and wet condition evolution in a multi-reservoir region of southeastern China
10.1016/j.jhydrol.2024.132392 · ExternalCitation · doi-reference
A novel GNSS and precipitation-based integrated drought characterization framework incorporating both meteorological and hydrological indicators
10.1016/j.rse.2024.114261 · ExternalCitation · doi-reference
Multi-timescale assessment of propagation thresholds from meteorological to hydrological drought
10.1016/j.scitotenv.2020.144232 · ExternalCitation · doi-reference
Interpretable and explainable AI (XAI) model for spatial drought prediction
10.1016/j.scitotenv.2021.149797 · ExternalCitation · doi-reference
River ecological flow early warning forecasting using baseflow separation and machine learning in the Jiaojiang River Basin, Southeast China
10.1016/j.scitotenv.2023.163571 · ExternalCitation · doi-reference
Explainable machine learning for the prediction and assessment of complex drought impacts
10.1016/j.scitotenv.2023.165509 · ExternalCitation · doi-reference
Hydrologic sensitivity of global rivers to climate change
10.1023/a:1010616428763 · ExternalCitation · doi-reference
Slower snowmelt in spring along with climate warming across the northern hemisphere
10.1029/2018gl079511 · ExternalCitation · doi-reference
A parsimonious empirical approach to streamflow recession analysis and forecasting
10.1029/2019wr025771 · ExternalCitation · doi-reference
Using baseflow ensembles for hydrologic hysteresis characterization in humid basins of Southeastern China
10.1029/2023wr036195 · ExternalCitation · doi-reference
Inter-model uncertainty in projecting precipitation changes over central Asia under global warming
10.1029/2024gl111989 · ExternalCitation · doi-reference
Climate change: Detection and its impact on hydrologic design
10.1029/wr014i004p00679 · ExternalCitation · doi-reference
Rising rainfall intensity induces spatially divergent hydrological changes within a large river basin
10.1038/s41467-023-44562-8 · ExternalCitation · doi-reference
ROBIN: Reference observatory of basins for international hydrological climate change detection
10.1038/s41597-025-04907-y · ExternalCitation · doi-reference
Sea–air coupling leads to a decrease in precipitation in East Asia under present day conditions that is partially alleviated in future simulations
10.1038/s41612-023-00498-w · ExternalCitation · doi-reference
Training machine learning models on climate model output yields skillful interpretable seasonal precipitation forecasts
10.1038/s43247-021-00225-4 · ExternalCitation · doi-reference
Widespread global exacerbation of extreme drought induced by urbanization
10.1038/s44284-024-00102-z · ExternalCitation · doi-reference
New standardized base flow index for identification of hydrologic drought in the Red River of the North Basin
10.1061/(asce)nh.1527-6996.0000414 · ExternalCitation · doi-reference
North Atlantic subtropical high forcing of Atlantic warm pool hydroclimate variability on millennial to orbital timescales
10.1126/sciadv.aea5042 · ExternalCitation · doi-reference
Vine copula based modeling
10.1146/annurev-statistics-040220-101153 · ExternalCitation · doi-reference
A multi-scalar drought index sensitive to global warming: the Standardized Precipitation Evapotranspiration Index
10.1175/2009jcli2909.1 · ExternalCitation · doi-reference
Global changes of the water cycle intensity
10.1175/jcli3357.1 · ExternalCitation · doi-reference
Forecasting monthly runoff in a glacierized catchment: A comparison of extreme gradient boosting (XGBoost) and deep learning models
10.1371/journal.pone.0321008 · ExternalCitation · doi-reference
Nonlinear control of climate, hydrology, and topography on streamflow response through the use of interpretable machine learning across the contiguous United States
10.2166/wcc.2023.279 · ExternalCitation · doi-reference
Development and assessment of a C-vine copula-based composite drought index coupling multiple hydrological cycle variables in the north China plain
10.2166/wcc.2025.195 · ExternalCitation · doi-reference
A comparative study of several classification metrics and their performances on data
10.30574/wjaets.2023.8.1.0054 · ExternalCitation · doi-reference
Modeling short-term drought for SPEI in mainland China using the XGBoost model
10.3390/atmos16040419 · ExternalCitation · doi-reference
Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method
10.3390/books978-3-0365-4322-2 · ExternalCitation · doi-reference
Assessment of urban flood resilience under a novel framework and method: A case study of the taihu lake basin
10.3390/land14071328 · ExternalCitation · doi-reference
Long-term baseflow responses to projected climate change in the Weihe River Basin, Loess Plateau, China
10.3390/rs14205097 · ExternalCitation · doi-reference
Copula-based joint drought index using precipitation, NDVI, and runoff and its application in the Yangtze River basin, china
10.3390/rs15184484 · ExternalCitation · doi-reference
Selecting and interpreting multiclass loss and accuracy assessment metrics for classifications with class imbalance: Guidance and best practices
10.3390/rs16030533 · ExternalCitation · doi-reference
Agricultural drought risk assessment in southwest China
10.3390/w11051064 · ExternalCitation · doi-reference
Extraction method of baseflow recession segments based on second-order derivative of streamflow and comparison with four conventional methods
10.3390/w12071953 · ExternalCitation · doi-reference
A vine copula-based modeling for identification of multivariate water pollution risk in an interconnected river system network
10.3390/w12102741 · ExternalCitation · doi-reference
Baseflow separation using the digital filter method: review and sensitivity analysis
10.3390/w14030485 · ExternalCitation · doi-reference
Assessment of hydrological and meteorological composite drought characteristics based on baseflow and precipitation
10.3390/w16111466 · ExternalCitation · doi-reference
Runoff prediction in the Xiangxi River Basin under climate change: the application of the HBV-XGBoost coupled model
10.3390/w17162420 · ExternalCitation · doi-reference
Concurrent wet and dry hydrological extremes at the global scale
10.5194/esd-11-251-2020 · ExternalCitation · doi-reference
The synergistic impact of ENSO and IOD on Indian summer monsoon rainfall in observations and climate simulations an information theory perspective
10.5194/esd-11-903-2020 · ExternalCitation · doi-reference
Decoding the architecture of drought: SHAP-enhanced insights into the climate forces reshaping the Sahel
10.5194/hess-29-6043-2025 · ExternalCitation · doi-reference
A revision of the Combined Drought Indicator (CDI) as part of the European Drought Observatory (EDO)
10.5194/nhess-21-481-2021 · ExternalCitation · doi-reference
Abrupt climate change detection based on heuristic segmentation algorithm
10.7498/aps.54.5494 · ExternalCitation · doi-reference
