Siyun Hou

D2CL: A Dense Dilated Convolutional LSTM Model for Sea Surface Temperature Prediction

Siyun Hou, Wengen Li, Tianying Liu et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 63 citations · Full text

Computing, Computer Science, Ocean Engineering +17

STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data

Shuyu Wang, Wengen Li, Siyun Hou et al. · Remote Sensing · 2022 · 31 citations · Full text

Computing, Computer Science, Data Science +17

MIMO: A Unified Spatio-Temporal Model for Multi-Scale Sea Surface Temperature Prediction

Siyun Hou, Wengen Li, Tianying Liu et al. · Remote Sensing · 2022 · 28 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

MUST: A Multi-source Spatio-Temporal data fusion Model for short-term sea surface temperature prediction

Siyun Hou, Wengen Li, Tianying Liu et al. · Ocean Engineering · 2022 · 27 citations · Full text

Natural Sciences, Earth Sciences, Oceanography +17

HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction

Hanchen Yang, Wengen Li, Siyun Hou et al. · ACM Transactions on Intelligent Systems and Technology · 2023 · 25 citations

Computing, Earth Sciences, Oceanography +17