A review of machine learning in processing remote sensing data for mineral exploration

H Shirmard, E Farahbakhsh, RD Müller… - Remote Sensing of …, 2022 - Elsevier
The decline of the number of newly discovered mineral deposits and increase in demand for
different minerals in recent years has led exploration geologists to look for more efficient and …

A review on advancements in lithological map** utilizing machine learning algorithms and remote sensing data

MA El-Omairi, A El Garouani - Heliyon, 2023 - cell.com
Lithological map** is a fundamental undertaking in geological research, mineral resource
exploration, and environmental management. However, conventional methods for …

A comparative study of convolutional neural networks and conventional machine learning models for lithological map** using remote sensing data

H Shirmard, E Farahbakhsh, E Heidari… - Remote Sensing, 2022 - mdpi.com
Lithological map** is a critical aspect of geological map** that can be useful in studying
the mineralization potential of a region and has implications for mineral prospectivity …

Gamma-ray protection capacity evaluation and satellite data based map** for the limestone, charnockite, and gneiss rocks in the Sirugudi taluk of the Dindigul …

S Arivazhagan, KA Naseer, KA Mahmoud… - Radiation Physics and …, 2022 - Elsevier
The remote sensing techniques for investigation and map** of mineral resources along
with the lithological variations have become a leading and optimistic way in recent years …

Multispectral remote sensing for determination the Ultra-mafic complexes distribution and their applications in reducing the equivalent dose from the radioactive …

NK Libeesh, KA Naseer, S Arivazhagan… - … Physical Journal Plus, 2022 - epjplus.epj.org
Evaluating the radiation shielding behavior of rocks is significant because the rocks are the
pivot materials used for construction purposes. The validation of radiation shielding …

[Retracted] CT‐ML: Diagnosis of Breast Cancer Based on Ultrasound Images and Time‐Dependent Feature Extraction Methods Using Contourlet Transformation and …

B Hajipour Khire Masjidi, S Bahmani… - Computational …, 2022 - Wiley Online Library
Breast diseases are a group of diseases that appear in different forms. An entire group of
these diseases is breast cancer. This disease is one of the most important and common …

Remote sensing satellite-based structural/alteration map** for gold exploration in the Ketté goldfield, Eastern Cameroon

GN Mbianya, T Ngnotue, JDT Wambo, S Ganno… - Journal of African Earth …, 2021 - Elsevier
In-situ mineral prospecting studies in the tropics face challenging environmental conditions
leading to paucity of data and structural map** of new mineralizations. Here we present …

Spectral pathways for effective delineation of mafic-ultramafic rocks by using PRISMA hyperspectral data

NK Libeesh, S Arivazhagan - Remote Sensing Applications: Society and …, 2023 - Elsevier
Abstract The Spectral Pathway Analysis (SPA) by using hyperspectral remote sensing data
has a significant role in the demarcation of litho boundaries. The SPA is a 5 step continuous …

Prediction of sulfate concentrations in groundwater in areas with complex hydrogeological conditions based on machine learning

Y Tian, Q Liu, Y Ji, Q Dang, Y Sun, X He, Y Liu… - Science of The Total …, 2024 - Elsevier
The persistent and increasing levels of sulfate due to a variety of human activities over the
last decades present a widely concerning environmental issue. Understanding the …

Evaluating ASTER data and field spectrometry for lithological discrimination in semi-arid region, Northeast Kohat Plateau, Pakistan

M Nouman, M Hanif, SaleemUllah… - Environmental Earth …, 2024 - Springer
This study employs data of the Advanced Spaceborne Thermal Emission and Reflection
Radiometer (ASTER) sensor to delineate and map the distribution of sedimentary lithologies …