Lithologic mapping using Random Forests applied to geophysical and remote-sensing data: A demonstration study from the Eastern Goldfields of Australia
ABSTRACT The Eastern Goldfields of Western Australia is one of the world's premier gold-
producing regions; however, large areas of prospective bedrock are under cover and lack …
producing regions; however, large areas of prospective bedrock are under cover and lack …
Multi-element geochemical data mining: implications for block boundaries and deposit distributions in South China
To explore the macroscopic characteristics of geological block boundaries, Mesozoic
magmatic rocks, and various ore deposit distributions in South China, we processed large …
magmatic rocks, and various ore deposit distributions in South China, we processed large …
Identifying geochemical anomalies associated with Au–Cu mineralization using multifractal and artificial neural network models in the Ningqiang district, Shaanxi …
J Zhao, S Chen, R Zuo - Journal of Geochemical Exploration, 2016 - Elsevier
The Ningqiang district, which is located in the northwestern margin of the Yangtze Platform,
contains the richest supply of Cu and Au mineral resources in Shaanxi Province, China. The …
contains the richest supply of Cu and Au mineral resources in Shaanxi Province, China. The …
Lithological mapping using a convolutional neural network based on stream sediment geochemical survey data
Mapping of lithological units is a significant challenge for geological tasks. Stream sediment
geochemical survey data contain abundant geological information that can help delineate …
geochemical survey data contain abundant geological information that can help delineate …
Geological mapping of basalt using stream sediment geochemical data: Case study of covered areas in Jining, Inner Mongolia, China
Multidisciplinary exploration data have been widely and successfully applied when using
machine learning methods to conduct geological mapping. However, in covered areas such …
machine learning methods to conduct geological mapping. However, in covered areas such …
Artificial neural network for acid sulfate soil mapping: Application to the Sirppujoki River catchment area, south-western Finland
A Beucher, P Österholm, A Martinkauppi, P Edén… - Journal of Geochemical …, 2013 - Elsevier
In Finland, acid sulfate (AS) soils constitute a major environmental issue. These soils leach
considerable amounts of metals into watercourses, causing severe ecological damage. As …
considerable amounts of metals into watercourses, causing severe ecological damage. As …
Identification of intrusive lithologies in volcanic terrains in British Columbia by machine learning using random forests: The value of using a soft classifier
Identifying the location of intrusions is a key component in exploration for porphyry
Cu±Mo±Au deposits. In typical porphyry terrains, in the absence of outcrop, intrusions can …
Cu±Mo±Au deposits. In typical porphyry terrains, in the absence of outcrop, intrusions can …
基于t-SNE 降维算法的区域化探数据中地质体空间分布信息可视化: 以英格兰西南部为例
陈军林， 闫岩， 彭润民 - 地质科技通报, 2021 - dzkjqb.cug.edu.cn
区域化探数据中包含了丰富的地质信息, 提取出蕴含在这些数据中的地质体空间分布信息,
对于区域地质研究和找矿勘查具有重要意义. 区域化探数据通常包括数十个元素, 属于高维数据 …
对于区域地质研究和找矿勘查具有重要意义. 区域化探数据通常包括数十个元素, 属于高维数据 …
Image processing and machine learning applications in mining industry: Mine 4.0
H Ouanan - … on Intelligent Systems and Advanced Computing …, 2019 - ieeexplore.ieee.org
Recently, Image processing (IP) and Machine learning (ML) algorithms have been
successfully used in a wide variety of industry sectors. In this paper, we first provide mining …
successfully used in a wide variety of industry sectors. In this paper, we first provide mining …
Artificial neural network for mapping and characterization of acid sulfate soils: Application to Sirppujoki River catchment, southwestern Finland
Acid sulfate (as) soil mapping constitutes a fundamental step in order to plan and carry out
effective mitigation at catchment scale. The main goal of this study was to assess the use of …
effective mitigation at catchment scale. The main goal of this study was to assess the use of …