Qi Liu

Monitoring drought using composite drought indices based on remote sensing

Qi Liu, Sha Zhang, Hairu Zhang et al. · The Science of The Total Environment · 2019 · 189 citations

Hydrologic Remote Sensing, Precision Agriculture, Environmental Monitoring +10

On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient

Yun Bai, Sha Zhang, Nishan Bhattarai et al. · Agricultural and Forest Meteorology · 2021 · 100 citations

Precision Agriculture, Wide Environmental Gradient, Machine Learning +10

SPI-based drought simulation and prediction using ARMA-GARCH model

Qi Liu, Guanlan Zhang, Shahzad Ali et al. · Applied Mathematics and Computation · 2019 · 55 citations

Engineering, Water Resources, Drought +6

Spatiotemporal estimation of the PM2.5 concentration and human health risks combining the three-dimensional landscape pattern index and machine learning methods to optimize land use regression modeling in Shaanxi, China

Ping Zhang, Lianwei Yang, Wenjie Ma et al. · Environmental Research · 2022 · 38 citations

Urban Land Use, Environmental Monitoring, Land Use +10

Spatio-Temporal Patterns of Drought and Impact on Vegetation in North and West Africa Based on Multi-Satellite Data

Malak Henchiri, Qi Liu, Bouajila Essifi et al. · Remote Sensing · 2020 · 37 citations · Full text

Drought Intensity, Engineering, Land Use +23