Concepedia

Qingliang Li

QL

Statistics

Publications

38

Citations

1.5K

H-Index

21

Active since

2002

Affiliations

Changchun Normal University(Current)

Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)

Sun Yat-sen University

Jilin University

University of Tabriz

Qingliang Li is an author at Changchun Normal University specializing in earth sciences, soil science, and deep learning.

ORCID

Publications per year

2002–2025

38

Publications

38

A 1 km daily soil moisture dataset over China using in situ measurement and machine learning

Qingliang Li, Gaosong Shi, Wei Shangguan et al. · Earth system science data · 2022 · 246 citations · Full text

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An attention-aware LSTM model for soil moisture and soil temperature prediction

Qingliang Li, Yuheng Zhu, Wei Shangguan et al. · Geoderma · 2021 · 199 citations · Full text

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Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning

Qingliang Li, Ziyu Wang, Wei Shangguan et al. · Journal of Hydrology · 2021 · 170 citations · Full text

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Improving soil moisture prediction using a novel encoder-decoder model with residual learning

Qingliang Li, Zhongyan Li, Wei Shangguan et al. · Computers and Electronics in Agriculture · 2022 · 88 citations · Full text

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A China dataset of soil properties for land surface modelling (version 2, CSDLv2)

Gaosong Shi, Wenye Sun, Wei Shangguan et al. · Earth system science data · 2025 · 73 citations · Full text

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