Volume 16 (2025)
Volume 15 (2024)
Volume 14 (2023)
Volume 13 (2022)
Volume 12 (2021)
Volume 11 (2020)
Volume 10 (2019)
Volume 9 (2018)
Volume 8 (2017)
Volume 7 (2016)
Volume 6 (2015)
Volume 5 (2014)
Volume 4 (2013)
Volume 3 (2012)
Volume 2 (2011)
Volume 1 (2010)
Exploration
Compiling a Preliminary Regional Geological Map Using Sentinel-2 Satellite Imagery and the Random Forest Algorithm in the East of Iran

Hamid Geranian; Mohammad Amir Alimi

Articles in Press, Accepted Manuscript, Available Online from 08 November 2024

https://doi.org/10.22044/jme.2024.15083.2882

Abstract
  This study employs Sentinel-2 satellite images along with the random forest algorithm to create a regional geological map. For this purpose, the independent variables consist of the images for 10 Sentinel-2 bands of the Khosuf-I region, while the class labels consist of a geological map of Khosuf-I divided ...  Read More

Exploration
Evaluation of Band Ratio Technique for Prediction of Iron-Titanium Mineralization Using Ensemble Machine Learning Model: A Case Study from Khamal area, Western Saudi Arabia

Ahmed Ali Madani

Volume 15, Issue 4 , October 2024, , Pages 1357-1371

https://doi.org/10.22044/jme.2024.14451.2711

Abstract
  Innovation in mineral exploration occurs either in the construction of new ore deposit models or the development of new techniques used to locate the ore deposits. Band ratio is the image processing technique developed for mineral exploration. The present study presents a new approach used to evaluate ...  Read More