Tiantian Yang
Tiantian Yang
Associate Professor, School of Civil Engineering and Environmental Sciences, University of Oklahoma
Verified email at - Homepage
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Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm
D Zhang, J Lin, Q Peng, D Wang, T Yang, S Sorooshian, X Liu, J Zhuang
Journal of Hydrology 565, 720-736, 2018
Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information
T Yang, AA Asanjan, E Welles, X Gao, S Sorooshian, X Liu
Water Resources Research 53 (4), 2786-2812, 2017
Assessment of CMIP5 climate models and projected temperature changes over Northern Eurasia
C Miao, Q Duan, Q Sun, Y Huang, D Kong, T Yang, A Ye, Z Di, W Gong
Environmental Research Letters 9 (5), 055007, 2014
Detecting the quantitative hydrological response to changes in climate and human activities
J Wu, C Miao, X Zhang, T Yang, Q Duan
Science of the Total Environment 586, 328-337, 2017
Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau
X Liu, T Yang, K Hsu, C Liu, S Sorooshian
Hydrology and Earth System Sciences 21 (1), 169-181, 2017
Short‐term precipitation forecast based on the PERSIANN system and LSTM recurrent neural networks
A Akbari Asanjan, T Yang, K Hsu, S Sorooshian, J Lin, Q Peng
Journal of Geophysical Research: Atmospheres 123 (22), 12,543-12,563, 2018
Simulating California reservoir operation using the classification and regression‐tree algorithm combined with a shuffled cross‐validation scheme
T Yang, X Gao, S Sorooshian, X Li
Water Resources Research 52 (3), 1626-1651, 2016
Drought evolution and its impact on the crop yield in the North China Plain
X Liu, Y Pan, X Zhu, T Yang, J Bai, Z Sun
Journal of hydrology 564, 984-996, 2018
Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville–Thermalito complex
T Yang, X Gao, SL Sellars, S Sorooshian
Environmental Modelling & Software 69, 262-279, 2015
Human activities aggravate nitrogen-deposition pollution to inland water over China
Y Gao, F Zhou, P Ciais, C Miao, T Yang, Y Jia, X Zhou, BB Klaus, T Yang, ...
National Science Review 7 (2), 430-440, 2020
An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis
T Yang, AA Asanjan, M Faridzad, N Hayatbini, X Gao, S Sorooshian
Information Sciences 418, 302-316, 2017
A remote sensing and artificial neural network-based integrated agricultural drought index: Index development and applications
X Liu, X Zhu, Q Zhang, T Yang, Y Pan, P Sun
Catena 186, 104394, 2020
Impacts of rainfall and inflow on rill formation and erosion processes on steep hillslopes
P Tian, X Xu, C Pan, K Hsu, T Yang
Journal of Hydrology 548, 24-39, 2017
Evaluation of typical methods for baseflow separation in the contiguous United States
J Xie, X Liu, K Wang, T Yang, K Liang, C Liu
Journal of Hydrology 583, 124628, 2020
Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four …
T Kim, T Yang, S Gao, L Zhang, Z Ding, X Wen, JJ Gourley, Y Hong
Journal of Hydrology 598, 126423, 2021
New insight into global blue carbon estimation under human activity in land-sea interaction area: A case study of China
Y Gao, G Yu, T Yang, Y Jia, N He, J Zhuang
Earth-Science Reviews 159, 36-46, 2016
Applying the water footprint and dynamic structural decomposition analysis on the growing water use in China during 1997–2007
Z Yang, H Liu, X Xu, T Yang
Ecological indicators 60, 634-643, 2016
Genome-wide association mapping of starch pasting properties in maize using single-locus and multi-locus models
Y Xu, T Yang, Y Zhou, S Yin, P Li, J Liu, S Xu, Z Yang, C Xu
Frontiers in plant science 9, 1311, 2018
Investigation of the probability of concurrent drought events between the water source and destination regions of China's water diversion project
X Liu, Y Luo, T Yang, K Liang, M Zhang, C Liu
Geophysical Research Letters 42 (20), 8424-8431, 2015
Dynamic calculation of ship exhaust emissions based on real-time AIS data
L Huang, Y Wen, Y Zhang, C Zhou, F Zhang, T Yang
Transportation Research Part D: Transport and Environment 80, 102277, 2020
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