Tianfang Xu

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Yaping Cai, Kaiyu Guan, David B. Lobell et al. · Agricultural and Forest Meteorology · 2019 · 554 citations

Climatology, Climate Data, Precision Agriculture +13

Machine learning for hydrologic sciences: An introductory overview

Tianfang Xu, Feng Liang · Wiley Interdisciplinary Reviews Water · 2021 · 234 citations

Hydrometeorology, Hydrological Science, Hydrological Prediction +15

Review of Plant Identification Based on Image Processing

Zhaobin Wang, Huale Li, Ying Zhu et al. · Archives of Computational Methods in Engineering · 2016 · 100 citations

Precision Agriculture, Machine Vision, Image Analysis +8

A Bayesian approach to improved calibration and prediction of groundwater models with structural error

Tianfang Xu, Albert J. Valocchi · Water Resources Research · 2015 · 88 citations · Full text

Model Structural Error, Bayesian Statistic, Bayesian Decision Theory +23

Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China

Haoran Hou, Qianqiu Longyang, Hongbo Su et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 79 citations · Full text