Modulating the Impacts of Stochastic Uncertainties Linked to Deposit Locations in Data-Driven Predictive Mapping of Mineral Prospectivity
出版年份 2021 全文链接
标题
Modulating the Impacts of Stochastic Uncertainties Linked to Deposit Locations in Data-Driven Predictive Mapping of Mineral Prospectivity
作者
关键词
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出版物
Natural Resources Research
Volume 30, Issue 5, Pages 3081-3097
出版商
Springer Science and Business Media LLC
发表日期
2021-06-09
DOI
10.1007/s11053-021-09891-9
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Uncertainties in GIS-Based Mineral Prospectivity Mapping: Key Types, Potential Impacts and Possible Solutions
- (2021) Renguang Zuo et al. Natural Resources Research
- A data augmentation approach to XGboost-based mineral potential mapping: An example of carbonate-hosted Zn Pb mineral systems of Western Iran
- (2021) Mohammad Parsa JOURNAL OF GEOCHEMICAL EXPLORATION
- Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability
- (2020) Mariano Di Napoli et al. Landslides
- A Monte Carlo-based framework for risk-return analysis in mineral prospectivity mapping
- (2020) Ziye Wang et al. Geoscience Frontiers
- Effects of Random Negative Training Samples on Mineral Prospectivity Mapping
- (2020) Renguang Zuo et al. Natural Resources Research
- Bootstrap aggregation and cross‐validation methods to reduce overfitting in reservoir control policy search
- (2020) Zachary P. Brodeur et al. WATER RESOURCES RESEARCH
- A positive and unlabeled learning algorithm for mineral prospectivity mapping
- (2020) Yihui Xiong et al. COMPUTERS & GEOSCIENCES
- Support vector machine and artificial neural network modelling of orogenic gold prospectivity mapping in the Swayze greenstone belt, Ontario, Canada
- (2020) Francisca Maepa et al. ORE GEOLOGY REVIEWS
- Deep learning and its application in geochemical mapping
- (2019) Renguang Zuo et al. EARTH-SCIENCE REVIEWS
- Applying spatial prospectivity mapping to exploration targeting: Fundamental practical issues and suggested solutions for the future
- (2019) Jon M.A. Hronsky et al. ORE GEOLOGY REVIEWS
- Boosting for Mineral Prospectivity Modeling: A New GIS Toolbox
- (2019) Melanie Brandmeier et al. Natural Resources Research
- Translating expressions of intrusion-related mineral systems into mappable spatial proxies for mineral potential mapping: Case studies from the Southern New England Orogen, Australia
- (2019) A. Ford et al. ORE GEOLOGY REVIEWS
- Practical Implementation of Random Forest-Based Mineral Potential Mapping for Porphyry Cu–Au Mineralization in the Eastern Lachlan Orogen, NSW, Australia
- (2019) Arianne Ford Natural Resources Research
- Controls on Mississippi Valley-Type Zn-Pb mineralization in Behabad district, Central Iran: Constraints from spatial and numerical analyses
- (2018) Mohammad Parsa et al. JOURNAL OF AFRICAN EARTH SCIENCES
- Selection of an elemental association related to mineralization using spatial analysis
- (2018) Renguang Zuo JOURNAL OF GEOCHEMICAL EXPLORATION
- Spatial analyses of exploration evidence data to model skarn-type copper prospectivity in the Varzaghan district, NW Iran
- (2018) Mohammad Parsa et al. ORE GEOLOGY REVIEWS
- Maximum Entropy and Random Forest Modeling of Mineral Potential: Analysis of Gold Prospectivity in the Hezuo–Meiwu District, West Qinling Orogen, China
- (2018) Shuai Zhang et al. Natural Resources Research
- An improved data-driven fuzzy mineral prospectivity mapping procedure; cosine amplitude-based similarity approach to delineate exploration targets
- (2017) Mohammad Parsa et al. International Journal of Applied Earth Observation and Geoinformation
- Multifractal analysis of stream sediment geochemical data: Implications for hydrothermal nickel prospection in an arid terrain, eastern Iran
- (2017) Mohammad Parsa et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping
- (2017) Seyed Amir Naghibi et al. JOURNAL OF HYDROLOGY
- A Receiver Operating Characteristics-Based Geochemical Data Fusion Technique for Targeting Undiscovered Mineral Deposits
- (2017) Mohammad Parsa et al. Natural Resources Research
- Enhancement and Mapping of Weak Multivariate Stream Sediment Geochemical Anomalies in Ahar Area, NW Iran
- (2017) Mohammad Parsa et al. Natural Resources Research
- Mineral Systems Analysis and Artificial Neural Network Modeling of Chromite Prospectivity in the Western Limb of the Bushveld Complex, South Africa
- (2017) Abera Tessema Natural Resources Research
- Decomposition of anomaly patterns of multi-element geochemical signatures in Ahar area, NW Iran: a comparison of U-spatial statistics and fractal models
- (2016) Mohammad Parsa et al. Arabian Journal of Geosciences
- Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
- (2016) Paraskevas Tsangaratos et al. CATENA
- Prospectivity modeling of porphyry-Cu deposits by identification and integration of efficient mono-elemental geochemical signatures
- (2016) Mohammad Parsa et al. JOURNAL OF AFRICAN EARTH SCIENCES
- Recognition of significant multi-element geochemical signatures of porphyry Cu deposits in Noghdouz area, NW Iran
- (2016) Mohammad Parsa et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Mineral system analysis: Quo vadis
- (2016) S.G. Hagemann et al. ORE GEOLOGY REVIEWS
- Reducing subjectivity in multi-commodity mineral prospectivity analyses: Modelling the west Kimberley, Australia
- (2016) Mark Lindsay et al. ORE GEOLOGY REVIEWS
- A novel ensemble classifier of rotation forest and Naïve Bayer for landslide susceptibility assessment at the Luc Yen district, Yen Bai Province (Viet Nam) using GIS
- (2016) Binh Thai Pham et al. Geomatics Natural Hazards & Risk
- Evaluation of uncertainty in mineral prospectivity mapping due to missing evidence: A case study with skarn-type Fe deposits in Southwestern Fujian Province, China
- (2015) Renguang Zuo et al. ORE GEOLOGY REVIEWS
- Relationships between arc maturity and Cu–Mo–Au porphyry and related epithermal mineralization at the Cenozoic Arasbaran magmatic belt
- (2015) Hemayat Jamali et al. ORE GEOLOGY REVIEWS
- Receiver operating characteristics (ROC) as validation tool for prospectivity models — A magmatic Ni–Cu case study from the Central Lapland Greenstone Belt, Northern Finland
- (2015) Vesa Nykänen et al. ORE GEOLOGY REVIEWS
- Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
- (2015) V. Rodriguez-Galiano et al. ORE GEOLOGY REVIEWS
- Temporal–spatial distribution and tectonic setting of porphyry copper deposits in Iran: Constraints from zircon U–Pb and molybdenite Re–Os geochronology
- (2015) Mehraj Aghazadeh et al. ORE GEOLOGY REVIEWS
- A Comparative Analysis of Weights of Evidence, Evidential Belief Functions, and Fuzzy Logic for Mineral Potential Mapping Using Incomplete Data at the Scale of Investigation
- (2015) Arianne Ford et al. Natural Resources Research
- Data-Driven Predictive Modeling of Mineral Prospectivity Using Random Forests: A Case Study in Catanduanes Island (Philippines)
- (2015) Emmanuel John M. Carranza et al. Natural Resources Research
- Probabilistic Fuzzy Logic Modeling: Quantifying Uncertainty of Mineral Prospectivity Models Using Monte Carlo Simulations
- (2014) Vladimir A. Lisitsin et al. Mathematical Geosciences
- Data fusion and porphyry copper prospectivity models, southeastern Arizona
- (2014) Mark D. Lindsay et al. ORE GEOLOGY REVIEWS
- The alteration, mineralogy and geochronology (SHRIMP U–Pb and 40Ar/39Ar) of copper-bearing Anjerd skarn, north of the Shayvar Mountain, NW Iran
- (2012) Shohreh Hassanpour INTERNATIONAL JOURNAL OF EARTH SCIENCES
- Singularity theory and methods for mapping geochemical anomalies caused by buried sources and for predicting undiscovered mineral deposits in covered areas
- (2012) Qiuming Cheng JOURNAL OF GEOCHEMICAL EXPLORATION
- Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models
- (2012) Dieu Tien Bui et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Zagros orogeny: a subduction-dominated process
- (2011) P. AGARD et al. GEOLOGICAL MAGAZINE
- Identification of hydrothermal alteration minerals for exploring of porphyry copper deposit using ASTER data, SE Iran
- (2011) Amin Beiranvnd Pour et al. JOURNAL OF ASIAN EARTH SCIENCES
- Identifying geochemical anomalies associated with Cu and Pb–Zn skarn mineralization using principal component analysis and spectrum–area fractal modeling in the Gangdese Belt, Tibet (China)
- (2011) Renguang Zuo JOURNAL OF GEOCHEMICAL EXPLORATION
- Analysis and mapping of geochemical anomalies using logratio-transformed stream sediment data with censored values
- (2011) Emmanuel John M. Carranza JOURNAL OF GEOCHEMICAL EXPLORATION
- Exploring the effects of cell size in geochemical mapping
- (2011) Renguang Zuo JOURNAL OF GEOCHEMICAL EXPLORATION
- Support vector machine: A tool for mapping mineral prospectivity
- (2010) Renguang Zuo et al. COMPUTERS & GEOSCIENCES
- A review of recent developments concerning the structure, mechanics and fluid flow properties of fault zones
- (2010) D.R. Faulkner et al. JOURNAL OF STRUCTURAL GEOLOGY
- The effect of map scale on geological complexity for computer-aided exploration targeting
- (2010) A. Ford et al. ORE GEOLOGY REVIEWS
- Translating the mineral systems approach into an effective exploration targeting system
- (2010) T. Campbell McCuaig et al. ORE GEOLOGY REVIEWS
- Objective selection of suitable unit cell size in data-driven modeling of mineral prospectivity
- (2009) Emmanuel John M. Carranza COMPUTERS & GEOSCIENCES
- Optimal landslide susceptibility zonation based on multiple forecasts
- (2009) Mauro Rossi et al. GEOMORPHOLOGY
- Metallogeny and tectonic evolution of the Cenozoic Ahar–Arasbaran volcanic belt, northern Iran
- (2009) Hemayat Jamali et al. INTERNATIONAL GEOLOGY REVIEW
- Controls on mineral deposit occurrence inferred from analysis of their spatial pattern and spatial association with geological features
- (2009) Emmanuel John M. Carranza ORE GEOLOGY REVIEWS
- Science of targeting: definition, strategies, targeting and performance measurement
- (2008) J. M. A. Hronsky et al. AUSTRALIAN JOURNAL OF EARTH SCIENCES
- Linking Mineral Deposit Models to Quantitative Risk Analysis and Decision-Making in Exploration
- (2008) O. P. Kreuzer et al. ECONOMIC GEOLOGY
- Radial Basis Functional Link Nets Used as a Prospectivity Mapping Tool for Orogenic Gold Deposits Within the Central Lapland Greenstone Belt, Northern Fennoscandian Shield
- (2008) Vesa Nykänen Natural Resources Research
- Selection of coherent deposit-type locations and their application in data-driven mineral prospectivity mapping
- (2007) E.J.M. Carranza et al. ORE GEOLOGY REVIEWS
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