Mapping Allochemical Limestone Formations in Hazara, Pakistan Using Google Cloud Architecture: Application of Machine-Learning Algorithms on Multispectral Data

Mapping Allochemical Limestone Formations in Hazara, Pakistan Using Google Cloud Architecture: Application of Machine-Learning Algorithms on Multispectral Data

Low-resolution Geological Survey of Pakistan (GSP) maps surrounding the region of interest show oolitic and fossiliferous limestone occurrences correspondingly in Samanasuk, Lockhart, and Margalla hill formations in the Hazara division, Pakistan. Machine-learning algorithms (MLAs) have been rarely a...

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Bibliographic Details
Main Authors: Muhammad Fawad Akbar Khan, Khan Muhammad, Shahid Bashir, Shahab Ud Din, Muhammad Hanif
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:ISPRS International Journal of Geo-Information
Subjects:
remote sensing
multispectral remote sensing
machine learning
geological mapping
Google Earth Engine
image fusion
Online Access:https://www.mdpi.com/2220-9964/10/2/58

Internet

https://www.mdpi.com/2220-9964/10/2/58

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