Yushan Guo

A Spatial-Temporal Interpretable Deep Learning Model for improving interpretability and predictive accuracy of satellite-based PM2.5

Xing Yan, Zhou Zang, Yize Jiang et al. · Environmental Pollution · 2021 · 103 citations

Computing, Computer Science, Earth Sciences +16

Superior PM2.5 Estimation by Integrating Aerosol Fine Mode Data from the Himawari-8 Satellite in Deep and Classical Machine Learning Models

Zhou Zang, Dan Li, Yushan Guo et al. · Remote Sensing · 2021 · 48 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17

Tree-based ensemble deep learning model for spatiotemporal surface ozone (O3) prediction and interpretation

Zhou Zang, Yushan Guo, Yize Jiang et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 38 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +16

A global land aerosol fine-mode fraction dataset (2001–2020) retrieved from MODIS using hybrid physical and deep learning approaches

Xing Yan, Zhou Zang, Zhanqing Li et al. · Earth system science data · 2022 · 33 citations · Full text

Natural Sciences, Earth Sciences, Atmospheric Science +14

Classification of Landsat 8 OLI image using support vector machine with Tasseled Cap Transformation

Qingsheng Liu, Yushan Guo, Gaohuan Liu et al. · 2014 · 21 citations

Natural Sciences, Earth Sciences, Geoinformatics +17