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Xiaopeng Li

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

175

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

An Interpolation Approach for Soil Properties Based on Bayesian Compressed Sensing and Sparse Dictionaries

Number of pages: 23 Posted: 19 Apr 2022
Can Wang, Xiaopeng Li and Jianli Liu
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 53 (1,041,696)

Abstract:

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compressed sensing, sparse dictionary, soil property interpolation, spatial variation.

2.

Simultaneous In-Situ Measurement of Soil Water Content and Bulk Density by Heat Capacity Monitoring and Time Series Analysis

Number of pages: 35 Posted: 03 Oct 2025
Renhao Jia, Cuiting Qi, Jianli Liu, Jiabao Zhang, Yujie Niu, Can Wang, Zijie Zhang, Yiren Liu, Zhiren Situ and Xiaopeng Li
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,086,013)

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Time series analysis, Soil Volumetric Heat Capacity, Soil Volumetric Water Content, Bulk density

3.

Reconstructing In-Situ Soil Monitoring Data Using Variational Autoencoder-Based Generative Compressed Sensing

Number of pages: 44 Posted: 13 Aug 2024
Can Wang, Meng Wei, Jiabao Zhang, Xiaopeng Li and Jianli Liu
affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,249,711)

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Generative model, Generative compressed sensing, Soil moisture content, Variational autoencoder.

4.

Spatial Soil Interpolation from Sparse Measurements Based on Geostatistical Priors and L1-Regularized Total Variation Minimization

Number of pages: 23 Posted: 08 Jul 2022
Can Wang, Xiaopeng Li, Jiabao Zhang, Renhao Jia, Kefan Xuan, Yifei Jiang and Jianli Liu
affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 27 (1,359,097)

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Soil interpolation, Total variation, Sparsity, Geostatistical priors

5.

Optimizing conjunctive use of on-farm water storage and groundwater to enhance sunflower productivity and rhizosphere health in saline-alkaline agroecosystems

Number of pages: 43 Posted: 03 Mar 2026
Meng Wei, Mengjie Qiao, Xiaopeng Li, Jiabao Zhang, Xiangping Wang, Can Wang and Jianli Liu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS) - State Key Laboratory of Soil and Sustainable Agriculture, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,526,714)

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Conjunctive water use (CWU), On-farm water storage (OFWS), Groundwater (GW), Soil salinization, Rhizosphere microbiome