Publications (ResearcherID)

Deep Learning in Meteorology & Hydrology

A Novel Hybrid Data-Driven Model for Daily Land Surface Temperature Forecasting Using Long Short-Term Memory Neural Network Based on Ensemble Empirical Mode Decomposition
Zhang, X., Zhang, Q., Zhang, G., Nie, Z., Gui, Z., Que, H. Int. J. Environ. Res. Public Health. 2018, 15, 1032. (SCI, Q2, IF: 2.145, High citation)

A Hybrid Model for Annual Runoff Time Series Forecasting Using Elman Neural Network with Ensemble Empirical Mode Decomposition
Zhang, X., Zhang, Q., Zhang, G., Nie, Z., Gui, Z. Water. 2018, 10, 416. (SCI, Q2, IF: 2.069)

A Novel Seed Spread Algorithm-based Approach for the Simulation of Rainstorm Water Logging in Urban Area
Zhang, Q., Yan, F., Shen, J., Ye, S., Ren, B., Zhang, X. Desalin. Water. Treat. 2018, 10, 416. (SCI, Q2, IF: 1.383)

Remote Sensing

SURFACE WATER AREA VARIATIONS MONITORING AND FLOOD HAZARDS USING LANDSAT IMAGE DATA IN DONGTING LAKE FROM 1988 TO 2016
Zhang, X., Zhang, Q., Zhang, G., Nie, Z., Gui, Z., Que, H. Fresen. Environ. Bull.. 2018, 27(9), 6168-6178. (SCI, Q4, IF: 0.673)

LANDSAT-BASED TWO DECADES LAND COVER ChANGE IN DONGTING LAKE REGION
Zhang, X., Zhang, Q., Zhang, G., Gui, Z., Nie, Z. Fresen. Environ. Bull.. 2018, 27(3), 1563-1573. (SCI, Q4, IF: 0.673)

A Comparison Study of Normalized Difference Water Index and Object-Oriented Classification Method in River Network Extraction from Landsat-TM Imagery
Zhang, X., Zhang, Q., Zhang, G., Gui, Z. 2017 2nd International Conference on Frontiers of Sensors Technologies. 2018, 27(3), 1563-1573. (EI)

Intelligent Computing

A modified Multifractal Detrended Fluctuation Analysis (MFDFA) Approach for Multifractal Analysis of Precipitation in Dongting Lake Basin, China.
Zhang, X., Zhang, G., Qiu, L. Zhang, B., Sun, Y., Gui, Z., Zhang, Q. Water, 2019,11(5):891.(SCI, Q2, IF: 2.524)