MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property Retrieval

X Li, AM Sayer, IT Carroll, X Huang, J Wang - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of Earth science, effective cloud property retrieval, encompassing cloud
masking, cloud phase classification, and cloud optical thickness (COT) prediction, remains …

DRLO: Deep Representation Learning for Large Scale Off-track Satellite Remote Sensing Data

X Huang, C Wang, W Zhang… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Collocation of measurements from active and passive satellite sensors refers to the
combination of data from two sensors that observe the same geographic area at nearly the …

Deep Learning based Cloud Retrieval Techniques Using Multiple Satellite Remote Sensing Data

X Huang - 2023 - search.proquest.com
Clouds are a critical component of the Earth's climate, impacting Earth's energy, hydrological
and biological cycles. Satellite-based remote sensing is an important instrument to monitor …