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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yue-Bin Wang

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Open access 2026

NRMLC: A Noise-Robust Multilabel Remote Sensing Scene Classification Framework Based on Labelwise Attention and Transformer-Based Classification

Multilabel remote sensing scene classification (ML-RSSC) aims to assign multiple semantic labels to complex high-resolution scenes. Although exhaustive expert annotation enables accurate supervision, its high cost limits large-scale applications. Low-cost labels from crowdsourcing, existing geographic products, or weak...

Xiao-Man Qi, Xing-Rui Zeng, Xiao-Tong Qi et al. · 0 citations
Review Open access Sep 2026

Remote Sensing of Surface Soil Moisture: A Comprehensive Review of Retrieval Methods and Satellite Products

Soil moisture (SM) is a key parameter in surface water and energy cycles, playing a vital role in agriculture, hydrology, and atmospheric science. Remote sensing (RS) has been widely applied in SM retrieval, yet most existing reviews focus on individual data sources or specific methodologies, lacking a systematic pathw...

Xing-Rui Zeng, Xiao-Man Qi, Jun-Huan Peng et al. · 0 citations

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