Tongxi Hu

Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

Kaiguang Zhao, Michael A. Wulder, Tongxi Hu et al. · Remote Sensing of Environment · 2019 · 452 citations

Engineering, Bayesian Ensemble Algorithm, Predictive Analytics +13

Utility of multitemporal lidar for forest and carbon monitoring: Tree growth, biomass dynamics, and carbon flux

Kaiguang Zhao, Juan Carlos Pinilla Suárez, Mariano Garcı́a et al. · Remote Sensing of Environment · 2017 · 263 citations

Carbon Sequestration, Environmental Monitoring, Engineering +14

Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield

Tongxi Hu, Xuesong Zhang, Gil Bohrer et al. · Agricultural and Forest Meteorology · 2023 · 93 citations

Artificial Intelligence, Interpretable Machine Learning, Precision Agriculture +11

Mapping fine-scale human disturbances in a working landscape with Landsat time series on Google Earth Engine

Tongxi Hu, Elizabeth Myers Toman, Gang Chen et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 72 citations

Earth Observation, Cartography, Geospatial Mapping +12

Estimation of high‐resolution near‐surface freeze/thaw state by the integration of microwave and thermal infrared remote sensing data on the Tibetan Plateau

Tianjie Zhao, Jiancheng Shi, Tongxi Hu et al. · Earth and Space Science · 2017 · 65 citations · Full text

Environmental Monitoring, Engineering, Climate Modeling +19