Huihui Zhang is a postdoctoral researcher in the Climate and Water under Change (CliWaC) project working together with Prof. Dr. Tobias Sauter. Her research focusses on the application of machine (deep) learning on problems related to drought and hydrometeorology, and the construction of drought forecast models integrating multi-source datasets at Brandenburg.
From 2018-2019, Huihui was a joint PhD student in Hydrometeorology at the University of California, Santa Barbara, USA (UCSB) and completed her PhD in Cartography and Geography Information Systems at the School of Resource and Environmental Sciences at WUHAN University, China, in November 2021.
- Machine (Deep) Learning
- Drought Forecast
Huihui Zhang, Hugo A. Loáiciga, Da Ha, QingYun Du. Spatial and temporal downscaling of TRMM precipitation with novel algorithms. Journal of Hydrometeorology, 2020.
Huihui Zhang, Hugo A. Loáiciga, Fu Ren, QingYun Du, Da Ha. Semi-empirical prediction method for monthly precipitation prediction based on environmental factors and comparison with stochastic and machine learning models. Hydrological Sciences Journal, 2020.
Huihui Zhang, Hugo A. Loáiciga, Luwei Feng, Jing He, Qingyun Du. Setting the flow accumulation threshold based on environmental, and morphologic features to extract river networks from digital elevation models. ISPRS International Journal of Geo-Information, 2021.
Huihui Zhang, Na Ta and Qingfeng Zhang. Spatial heterogeneity of loess contour tilled microtopographic slope in rainfall erosion. Soil Science and Plant Nutrition, 2016.
Huihui Zhang, Hui Zhang, Yan Dong, Qingfeng Zhang. Characterization of runoff and sediment yield in farmlands on loess slopes based on R/S and wavelet analysis. Acta Pedologica Sinica, 2017. (in Chinese)
Huihui Zhang, Na Ta, Hui Zhang, Yan Dong, Long Tian, Qingfeng Zhang. Simulation of runoff hydraulics parameters and sediment yield at loess tilled slope. Journal of Soil and Water Conservation, 2016. (in Chinese)
Gang Zheng, Da Ha, Hugo A. Loáiciga, Haizuo Zhou, Chaofeng Zeng, Huihui Zhang. Estimation of the hydraulic parameters of leaky aquifers based on pumping tests and coupled simulation/optimization: verification using a layered aquifer in Tianjin, China. Hydrogeology Journal, 2019.
Da Ha, Gang Zheng, Haizuo Zhou, Chaofeng Zeng, Huihui Zhang. Estimation of hydrolaulic parameters from pumping tests in a multiaquifer system. Underground Space, 2019.
Shaoyi Wang, Zhongjie Sheng, Yuliang Xi, Xiangyuan Ma, Huihui Zhang, Qingyun Du. The application of the analytic hierarchy process and a new correlation algorithm to urban construction and supervision using multi-source government data in Tianjin. ISPRS International Journal of Geo-Information, 2018.