The Reconstruction and Extension of Terrestrial Water Storage Based on a Combined Prediction Model

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 total water storage anomalies (TWSAs) of the Gravity Recovery and Climate Experiment (GRACE). However, the relatively short GRACE time series l...

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Veröffentlicht in:	Water resources management 2021-12, Vol.35 (15), p.5291-5306
Hauptverfasser:	Meng, Erhao, Huang, Shengzhi, Huang, Qiang, Cheng, Linyin, Fang, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Anomalies Artificial neural networks Atmospheric Sciences Civil Engineering Data collection Drought Early warning systems Earth and Environmental Science Earth Sciences Environment Evaporation Geotechnical Engineering & Applied Earth Sciences GRACE (experiment) Gravity Humid areas Hydrogeology Hydrology/Water Resources Monthly Neural networks Prediction models Soil moisture Stream discharge Stream flow Support vector machines Warning systems Water storage
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