Search Results for author: Liupeng Lin

Found 3 papers, 0 papers with code

A physics-constrained machine learning method for mapping gapless land surface temperature

no code implementations3 Jul 2023 Jun Ma, Huanfeng Shen, Menghui Jiang, Liupeng Lin, Chunlei Meng, Chao Zeng, Huifang Li, Penghai Wu

Specifically, the light gradient-boosting machine (LGBM) model, which uses only remote sensing data as input, serves as the pure ML model.

An attention mechanism based convolutional network for satellite precipitation downscaling over China

no code implementations28 Mar 2022 Yinghong Jing, Liupeng Lin, Xinghua Li, Tongwen Li, Huanfeng Shen

Precipitation is a key part of hydrological circulation and is a sensitive indicator of climate change.

Fully Polarimetric SAR and Single-Polarization SAR Image Fusion Network

no code implementations18 Jul 2021 Liupeng Lin, Jie Li, Huanfeng Shen, Lingli Zhao, Qiangqiang Yuan, Xinghua Li

The data fusion technology aims to aggregate the characteristics of different data and obtain products with multiple data advantages.

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