Author Page for Shu-Fang Pan

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

Downloads 48 (1,109,210)

Citation 6

2

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

Number of pages: 55 Posted: 17 Sep 2024

Renjie Zhang, xionghui Ji, Yunhe Xie, Tao Xue, Saihua Liu, Fa-Xiang Tian and Shu-Fang Pan

Hunan University, Hunan University, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences and Hunan Academy of Agricultural Sciences

Downloads 28 (1,415,710)

Abstract:

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

Number of pages: 45 Posted: 14 Nov 2024

Renjie Zhang, xionghui Ji, Yunhe Xie, Tao Xue, Saihua Liu, Fa-Xiang Tian and Shu-Fang Pan

Hunan University, Hunan University, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences, Hunan Academy of Agricultural Sciences and Hunan Academy of Agricultural Sciences

Downloads 20 (1,500,232)

Citation 6

Abstract:

2.

Spatial Prediction of Soil Cadmium Concentration: Multi-Model Prediction System and Index Evaluation Method

Number of pages: 43 Posted: 28 Jul 2025

Ziqian Zhong, Qi-Hong Zhu, Xinliang Liu, Shu-Fang Pan, Lei Luo, Han-Hua Zhu, Rui Liu and Daoyou Huang

affiliation not provided to SSRN, Chinese Academy of Sciences, affiliation not provided to SSRN, Hunan Academy of Agricultural Sciences, affiliation not provided to SSRN, Chinese Academy of Sciences, affiliation not provided to SSRN and Chinese Academy of Sciences

Downloads 36 (1,249,711)

Shu-Fang Pan

Hunan Academy of Agricultural Sciences

2

84

6

Scholarly Papers (2)

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

Abstract:

A Novel Graph Convolutional Neural Network Model for Predicting Soil Cd and as Pollution: Identification of Influencing Factors and Interpretability

Abstract:

Spatial Prediction of Soil Cadmium Concentration: Multi-Model Prediction System and Index Evaluation Method

Abstract: