Research graph
References from Mechanistic drivers and spatiotemporal thresholds of socioeconomic drought in the East River Basin, China: A causal-informed explainable AI approach. Local targets link to admitted publications; unresolved targets remain external evidence.
TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958 to 2015
10.1038/sdata.2017.191 · 2018 · External reference
Shopping for hydrologically representative connectivity metrics in a humid temperate forested catchment
10.1029/2010wr009442 · 2010 · External reference
Untangling hybrid hydrological models with explainable artificial intelligence
10.2166/h2oj.2021.066 · 2021 · External reference
Unresolved reference
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Random forests
10.1023/a:1010933404324 · 2001 · External reference
On the estimation of antecedent wetness conditions in rainfall-runoff modelling
10.1002/hyp.6629 · 2008 · External reference
Explaining the mechanism of multiscale groundwater drought events: a new perspective from interpretable deep learning model
10.1029/2023wr035139 · 2024 · External reference
Global 1 km x 1 km gridded revised real gross domestic product and electricity consumption during 1992-2019 based on calibrated nighttime light data
10.1038/s41597-022-01322-5 · 2022 · External reference
Domestic water demand prediction based on system dynamics combined with social-hydrology methods
10.2166/nh.2022.051 · 2022 · External reference
Time lag effect and influencing factors of meteorological and hydrological drought in the Yellow River Basin
2023 · External reference
XGBoost: a scalable tree boosting system
2016 · External reference
Groundwater level prediction and earthquake precursor anomaly analysis based on TCN-LSTM-attention network
10.1109/access.2024.3505942 · 2024 · External reference
A global dataset of palmer drought severity index for 1870–2002: relationship with soil moisture and effects of surface warming
10.1175/jhm-386.1 · 2004 · External reference
The benefit of continuous hydrological modelling for drought hazard assessment in small and coastal ungauged basins: a case study in southern Italy
10.3390/cli10030034 · 2022 · External reference
Interpretable and explainable AI (XAI) model for spatial drought prediction
10.1016/j.scitotenv.2021.149797 · 2021 · External reference
Long lead time drought forecasting using lagged climate variables and a stacked long short-term memory model
10.1016/j.scitotenv.2020.142638 · 2021 · External reference
Unresolved reference
2025 · External reference
Unresolved reference
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Multivariate standardized drought index: a parametric multi-index model
10.1016/j.advwatres.2013.03.009 · 2013 · External reference
Uncovering flooding mechanisms across the contiguous united states through interpretive deep learning on representative catchments
10.1029/2021wr030185 · 2022 · External reference
Regression quantiles
10.2307/1913643 · 1978 · External reference
Response of soil moisture to hydro-meteorological variables under different precipitation gradients in the Yellow River basin
10.1007/s11269-016-1244-7 · 2016 · External reference
Machine learning method is an alternative for the hydrological model in an alpine catchment in the tianshan region, central asia
2023 · External reference
Runoff response to soil moisture and micro-topographic structure on the plot scale
10.1038/s41598-019-39409-6 · 2019 · External reference
Drought monitoring and prediction using SPI, SPEI, and random forest model in various climates of Iran
10.2166/wcc.2021.287 · 2022 · External reference
Hot weather amplifies the urban dry island effect, especially in wetter climates
10.1029/2024jd043224 · 2025 · External reference
A hybrid framework for assessing socioeconomic drought: linking climate variability, local resilience, and demand
10.1002/2015jd023147 · 2015 · External reference
A new perspective on socioeconomic drought: a distributed and standardized index
10.1088/1748-9326/adba00 · 2025 · External reference
Estimation of SPEI meteorological drought using machine learning algorithms
10.1109/access.2021.3074305 · 2021 · External reference
Spatiotemporal change and trend analysis of potential evapotranspiration over the loess plateau of China during 2011-2100
10.1016/j.agrformet.2016.11.129 · 2017 · External reference
Unresolved reference
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Exploring interactions between socioeconomic context and natural hazards on human population displacement
10.1038/s41467-023-43809-8 · 2023 · External reference
Little change in global drought over the past 60 years
10.1038/nature11575 · 2012 · External reference
A new method and a new index for identifying socioeconomic drought events under climate change: a case study of the east river basin in China
10.1016/j.scitotenv.2017.10.321 · 2018 · External reference
Candidate distributions for climatological drought indices (SPI and SPEI)
10.1002/joc.4267 · 2015 · External reference
Unresolved reference
External reference
Modified drought severity index: model improvement and its application in drought monitoring in China
10.1016/j.jhydrol.2022.128097 · 2022 · External reference
Intra-annual distribution of streamflow and individual impacts of climate change and human activities in the dongijang river basin, China
10.1007/s11269-015-0963-5 · 2015 · External reference
Expectile-based hydrological modelling for uncertainty estimation: life after mean
10.1016/j.jhydrol.2022.128986 · 2023 · External reference
Attention is all you need
2017 · External reference
Accurate computation of a streamflow drought index
10.1061/(asce)he.1943-5584.0000433 · 2012 · External reference
Unresolved reference
2022 · External reference
Filling GRACE data gap using an innovative transformer-based deep learning approach
10.1016/j.rse.2024.114465 · 2024 · External reference
Socioeconomic drought analysis by standardized water supply and demand index under changing environment
10.1016/j.jclepro.2022.131248 · 2022 · External reference
Assessment of future socioeconomic drought based on CMIP6: evolution, driving factors and propagation
10.1016/j.jhydrol.2022.129009 · 2023 · External reference
Bivariate assessment of socioeconomic drought events based on an improved socioeconomic drought index
10.1016/j.jhydrol.2023.129878 · 2023 · External reference
Unresolved reference
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Characteristics of soil moisture distribution and lts influence factors in mountain area-taking Dongjiang basin as an example
2009 · External reference
Increasing impacts of extreme droughts on vegetation productivity under climate change
10.1038/s41558-019-0630-6 · 2019 · External reference
Comparative analysis of machine learning models and explainable AI for agriculture drought prediction: a case study of the Ta-pieh mountains
10.1016/j.agwat.2024.109176 · 2024 · External reference
Global prediction of flash drought using machine learning
10.1029/2024gl111134 · 2024 · External reference
A database of soil species in Guangdong: based on the second national soil survey
2018 · External reference
Impact of soil textures on agricultural drought evolution and field capacity estimation in humid regions
10.1016/j.jhydrol.2023.130257 · 2023 · External reference
A new multivariate composite drought index considering the lag time and the cumulative effects of drought
10.1016/j.jhydrol.2025.132757 · 2025 · External reference
Increased heat risk in wet climate induced by urban humid heat
10.1038/s41586-023-05911-1 · 2023 · External reference
Latosol water properties characteristics under Eucalyplus in Leizhou Peninsula
2002 · External reference
Comparison and evaluation of machine-learning-based spatial downscaling approaches on satellite-derived precipitation data
2023 · External reference
