Search Results - "Huang, Shengzhi"
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Monthly streamflow prediction using modified EMD-based support vector machine
Published in Journal of hydrology (Amsterdam) (16-04-2014)“…•A modified EMD–SVM model improved by removing the IMF1 is proposed.•The grid research method is employed to acquire the optimal parameter of SVM.•The EMD–SVM…”
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2
The propagation from meteorological to hydrological drought and its potential influence factors
Published in Journal of hydrology (Amsterdam) (01-04-2017)“…•The propagation time from meteorological to hydrological drought was examined.•The propagation time shows obvious seasonal characteristics.•ENSO and AO are…”
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3
Integrated index for drought assessment based on variable fuzzy set theory: A case study in the Yellow River basin, China
Published in Journal of hydrology (Amsterdam) (01-08-2015)“…•An integrated drought indicator based on variable fuzzy theory was proposed.•This integrated indicator is sensitive to capture drought onset and…”
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4
Propagation dynamics from meteorological to groundwater drought and their possible influence factors
Published in Journal of hydrology (Amsterdam) (01-11-2019)“…•Propagation dynamics from meteorological to groundwater drought are fully explored.•The propagation in spring and summer is faster than autumn and winter.•The…”
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Effects of vegetation restoration on groundwater drought in the Loess Plateau, China
Published in Journal of hydrology (Amsterdam) (01-12-2020)“…•Impacts of vegetation restoration on groundwater drought in the Loess Plateau (LP), China were fully explored.•The GWSA-DSI is developed to characterize…”
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6
Spatio-temporal Changes and Frequency Analysis of Drought in the Wei River Basin, China
Published in Water resources management (01-08-2014)“…This study has investigated the spatio-temporal changes of droughts from 1961 to 2005 in the Wei River Basin. The Standardized Precipitation Index (SPI) was…”
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Spatial-temporal changes of rainfall erosivity in the loess plateau, China: Changing patterns, causes and implications
Published in Catena (Giessen) (01-07-2018)“…Rainfall erosivity is one of the key factors influencing soil erosion by water. Improved knowledge of rainfall erosivity is critical for prediction of soil…”
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Copulas-based probabilistic characterization of the combination of dry and wet conditions in the Guanzhong Plain, China
Published in Journal of hydrology (Amsterdam) (27-11-2014)“…•The copula-based joint probabilities of the combination of dry and wet conditions was investigated.•The Bayesian copula selection method was used to choose…”
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9
Drought structure based on a nonparametric multivariate standardized drought index across the Yellow River basin, China
Published in Journal of hydrology (Amsterdam) (01-11-2015)“…•A reliable nonparametric multivariate drought index was constructed.•The drought structure of the Yellow River basin (YRB) was fully investigated.•The…”
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10
Identification of the non-stationarity of extreme precipitation events and correlations with large-scale ocean-atmospheric circulation patterns: A case study in the Wei River Basin, China
Published in Journal of hydrology (Amsterdam) (01-05-2017)“…•The stationarity assumption of extreme precipitation events in the WRB is invalid, especially in the upstream.•Compared with annual precipitation,…”
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A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework
Published in Water resources management (01-03-2021)“…Some previous studies have proved that prediction models using traditional overall decomposition sampling (ODS) strategy are unreasonable because the subseries…”
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12
Flash Droughts Identification Based on an Improved Framework and Their Contrasting Impacts on Vegetation Over the Loess Plateau, China
Published in Water resources research (01-09-2022)“…Flash drought occurs in a short timescale and has more adverse impacts on society and ecosystems than regular drought. Considering flash drought as a special…”
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13
Variations in annual water-energy balance and their correlations with vegetation and soil moisture dynamics: A case study in the Wei River Basin, China
Published in Journal of hydrology (Amsterdam) (01-03-2017)“…•The non-stationarity of the ω series in the Budyko hypothesis is examined.•Correlations between vegetation and soil moisture dynamics and ω variations are…”
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Assessing the effects of climate change and human activities on runoff variations from a seasonal perspective
Published in Stochastic environmental research and risk assessment (01-04-2020)“…Previous studies attempting to quantify the contributions of climate change and human activities to runoff variations in a changing environment have widely…”
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Copula-Based Abrupt Variations Detection in the Relationship of Seasonal Vegetation-Climate in the Jing River Basin, China
Published in Remote sensing (Basel, Switzerland) (01-07-2019)“…Understanding the changing relationships between vegetation coverage and precipitation/temperature (P/T) and then exploring their potential drivers are highly…”
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16
The Reconstruction and Extension of Terrestrial Water Storage Based on a Combined Prediction Model
Published in Water resources management (01-12-2021)“…Monthly changes in total water storage (△TWS) can be employed for drought and flood monitoring as well as early warning systems and can be obtained from the…”
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Hourly Day-Ahead Wind Power Prediction Using the Hybrid Model of Variational Model Decomposition and Long Short-Term Memory
Published in Energies (Basel) (01-11-2018)“…A more accurate hourly prediction of day-ahead wind power can effectively reduce the uncertainty of wind power integration and improve the competitiveness of…”
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Assessing the feedback relationship between vegetation and soil moisture over the Loess Plateau, China
Published in Ecological indicators (01-01-2022)“…[Display omitted] •Identification of feedback patterns between NDVI and SM in the Loess Plateau.•SM1 exhibits a stronger feedback relationship with NDVI than…”
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Propagation dynamics and causes of hydrological drought in response to meteorological drought at seasonal timescales
Published in Hydrology Research (01-01-2022)“…Abstract According to the widely accepted definition of drought, meteorological and hydrological droughts originally develop from rainfall and runoff deficits,…”
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GRACE-Based Terrestrial Water Storage in Northwest China: Changes and Causes
Published in Remote sensing (Basel, Switzerland) (01-07-2018)“…Monitoring variations in terrestrial water storage (TWS) is of great significance for the management of water resources. However, it remains a challenge to…”
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