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cs.CV2026
Global-Scale Self-Supervised Spatiotemporal Learning for NDVI Time-Series Reconstruction
Ang Li, Menghui Jiang, Xiaobin Guan +2
Accurate and efficient reconstruction of cloud-contaminated and noise-corrupted NDVI time series remains a challenge in remote sensing. Deep learning provides a promising solution…
physics.ao-ph2026
30-meter Land Surface Temperature from Landsat via Progressive Self-Training Downscaling
Huanfeng Shen, Chan Li, Menghui Jiang +3
Land surface temperature (LST) is a critical parameter for characterizing surface energy balance and hydrothermal processes. While Landsat provides invaluable LST observations at m…