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Qiyun Xiao

Changchun Normal University

Changchun

China

  • Changchun Normal University

SCHOLARLY PAPERS

4

DOWNLOADS

266

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Soil Hydraulic Pedotransfer Functions for Estimating Saturated Hydraulic Conductivity: A Deep Symbolic Regression Approach with Mean Shift Clustering

Downloads 103 (699,467)

Soil Hydraulic Pedotransfer Functions for Estimating Saturated Hydraulic Conductivity: A Deep Symbolic Regression Approach with Mean Shift Clustering

Number of pages: 28 Posted: 14 Jun 2025
Cheng Zhang, Zhongwang Wei, Wei Shangguan, Fan Bai, Wenzong Dong, Qiyun Xiao, hongwei zhao, Pingping Liu, Qingliang Li and Yongjiu Dai
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, Changchun Normal University - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 53 (1,060,784)

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Soil saturated hydraulic conductivity, Symbolic regression, Mean shift clustering, Pedotransfer functions

Soil Hydraulic Pedotransfer Functions for Estimating Saturated Hydraulic Conductivity: A Deep Symbolic Regression Approach with Mean Shift Clustering

Number of pages: 35 Posted: 04 Dec 2025
Cheng Zhang, Zhongwang Wei, Wei Shangguan, Fan Bai, Wenzong Dong, Qiyun Xiao, hongwei zhao, Pingping Liu, Qingliang Li and Yongjiu Dai
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, Changchun Normal University - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 50 (1,131,842)

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Soil saturated hydraulic conductivity, Symbolic regression, Mean shift clustering, Pedotransfer functions

2.

Improving Latent Heat Flux Prediction via Enhanced Cross-Variable Interaction and Temporal Dependence Learning

Number of pages: 41 Posted: 01 Jan 2026
Qingliang Li, Qiyun Xiao, Qiyu Li, Zhongwang Wei and Yongjiu Dai
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 69 (924,743)

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latent heat flux

3.

A Novel Diversity-Aware Sampling Method for Global Soil Moisture Prediction

Number of pages: 32 Posted: 14 Jan 2025
Qiyun Xiao, Qingliang Li, Lu Li, Cheng Zhang, Jinlong Zhu, Xiao Chen, Jing Wang, Wei Shangguan, Zhongwang Wei, Wenzong Dong and Yongjiu Dai
Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 62 (961,006)

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Soil Moisture Prediction, Diversity-Aware Sampling (DAS), Spatial Representativeness, Temporal Diversity, Deep Learning Models, Drought Forecasting

4.

Improving Global Soil Moisture Prediction Through Cluster-Averaged Sampling Strategy

Number of pages: 40 Posted: 11 Jun 2024
Qingliang Li, Qiyun Xiao, Cheng Zhang, Jinlong Zhu and Xiao Chen
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 32 (1,304,549)

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soil moisture, Sampling Strategy；K-means；Deep Learning