Fanghua Hao

Comparison of different machine learning algorithms for predicting maize grain yield using UAV-based hyperspectral images

Yahui Guo, Yi Xiao, Fanghua Hao et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 99 citations · Full text

UAV Multispectral Image-Based Urban River Water Quality Monitoring Using Stacked Ensemble Machine Learning Algorithms—A Case Study of the Zhanghe River, China

Yi Xiao, Yahui Guo, Guodong Yin et al. · Remote Sensing · 2022 · 74 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +19

Informing the SWAT model with remote sensing detected vegetation phenology for improved modeling of ecohydrological processes

Shouzhi Chen, Yongshuo H. Fu, Zhaofei Wu et al. · Journal of Hydrology · 2022 · 63 citations · Full text

Detected Vegetation Phenology, Precision Agriculture, Environmental Monitoring +12

Monitoring of chlorophyll-a and suspended sediment concentrations in optically complex inland rivers using multisource remote sensing measurements

Yi Xiao, Jiahao Chen, Yue Xu et al. · Ecological Indicators · 2023 · 32 citations · Full text

Uav Images, Environmental Monitoring, Engineering +19

Identifying crop phenology using maize height constructed from multi-sources images

Yahui Guo, Yi Xiao, Mingwei Li et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 30 citations · Full text