Volume 31, Issue 4

Search all Natural Resources Research articles

August 2022

Special Issue: Developments in Quantitative Assessment and Modeling of Mineral Resource Potential

Issue Editors:

Yue Liu,
Emmanuel John M. Carranza,
Qinglin Xia

18 articles in this issue

Developments in Quantitative Assessment and Modeling of Mineral Resource Potential: An Overview
Yue Liu
Emmanuel John M. Carranza
Qinglin Xia
Editorial 03 June 2022 Pages: 1825 - 1840
Mapping of Regional-scale Multi-element Geochemical Anomalies Using Hierarchical Clustering Algorithms
Hamid Geranian
Emmanuel John M. Carranza
Original Paper 15 June 2021 Pages: 1841 - 1865
Identification of Multi-Element Geochemical Anomalies for Cu–Polymetallic Deposits Through Staged Factor Analysis, Improved Fractal Density and Expected Value Function
Mengyu Zhao
Qinglin Xia
Yuqi Liang
OriginalPaper 11 October 2021 Pages: 1867 - 1887
Uncertainty Analysis of Geochemical Anomaly by Combining Sequential Indicator Co-simulation and Local Singularity Analysis
Yue Liu
Emmanuel John M. Carranza
OriginalPaper 11 January 2022 Pages: 1889 - 1908
Joint Modeling Based on Singularity Mapping and U-statistical Methods for Geo-Anomaly Characterization
Wenlei Wang
Maoqiang Zhu
Qiuming Cheng
Original Paper 14 January 2022 Pages: 1909 - 1923
A “Weighted” Geochemical Variable Classification Method Based on Latent Variables
Jiangtao Liu
Qiuming Cheng
Yusen Dong
Original Paper 12 May 2022 Pages: 1925 - 1941
Depiction of Different Alteration Zones Using Fractal and Simulation Algorithm in Pulang Porphyry Copper Deposit, Southwest China
Xiaochen Wang
Qinglin Xia
Original Paper 03 September 2021 Pages: 1943 - 1961
Extraction of Gravity–Magnetic Anomalies Associated with Pb–Zn–Fe Polymetallic Mineralization in Luziyuan Ore Field, Yunnan Province, Southwestern China
Zhi Shang
Yongqing Chen
Binbin Zhao
OriginalPaper 08 August 2021 Pages: 1963 - 1979
Mineral Prospectivity Mapping based on Isolation Forest and Random Forest: Implication for the Existence of Spatial Signature of Mineralization in Outliers
Shuai Zhang
Emmanuel John M. Carranza
Jie Xiang
Original Paper 17 May 2021 Pages: 1981 - 1999
Application of AdaBoost Algorithms in Fe Mineral Prospectivity Prediction: A Case Study in Hongyuntan–Chilongfeng Mineral District, Xinjiang Province, China
Jie Zhao
Hongqing Chi
Xiaodi Peng
Original Paper 20 February 2022 Pages: 2001 - 2022
Gold Prospectivity Modeling by Combination of Laplacian Eigenmaps and Least Angle Regression
Yongliang Chen
Chenyi Zheng
Guosheng Sun
Original Paper 05 October 2021 Pages: 2023 - 2040
A Hybrid Logistic Regression: Gene Expression Programming Model and Its Application to Mineral Prospectivity Mapping
Fan Xiao
Weilin Chen
Oktay Erten
Original Paper 23 July 2021 Pages: 2041 - 2064
Mineral Prospectivity Mapping via Gated Recurrent Unit Model
Bojun Yin
Renguang Zuo
Yihui Xiong
OriginalPaper 25 November 2021 Pages: 2065 - 2079
Determination of Predictive Variables in Mineral Prospectivity Mapping Using Supervised and Unsupervised Methods
Chengbin Wang
Jianguo Chen
Yongpeng Ouyang
Original Paper 07 January 2022 Pages: 2081 - 2102
Generalized Mathematical Morphological Method for 3D Shape Analysis of Geological Boundaries: Application in Identifying Mineralization-Associated Shape Features
Hao Deng
Xiaofu Huang
Yanhong Zou
OriginalPaper 30 November 2021 Pages: 2103 - 2127
Modeling-Based Multiscale Deep Prospectivity Mapping: A Case Study of the Haoyaoerhudong Gold Deposit, Inner Mongolia, China
Nan Li
Rui Cao
Wenkai Chu
Original Paper 11 February 2022 Pages: 2129 - 2161
Three-Dimensional Pseudo-Lithologic Modeling Via Adaptive Feature Weighted k-Means Algorithm from Multi-Source Geophysical Datasets, Qingchengzi Pb–Zn–Ag–Au District, China
Zhiqiang Zhang
Gongwen Wang
Deming Sha
Original Paper 05 August 2021 Pages: 2163 - 2179
An Improved GWR Approach for Exploring the Anisotropic Influence of Ore-Controlling Factors on Mineralization in 3D Space
Jixian Huang
Xiancheng Mao
Keyan Xiao
Original Paper 18 October 2021 Pages: 2181 - 2196

Volume 31, Issue 4

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