Using Sentinel-2 data to estimate the concentration of heavy metals caused by industrial activities in Ust-Kamenogorsk, Northeastern Kazakhstan
This study aims to investigate the change in heavy metal concentration and evaluate pollution intensity using Sentinel-2 data. Sixty samples collected from the surface soil in the area were used to determine the concentration of lead, copper, and zinc using atomic absorption spectroscopy. Then, the...
Main Authors: | Shilan Felegari, Alireza Sharifi, Mohammad Khosravi, Sergei Sabanov, Aqil Tariq, Shankar Karuppannan |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2023-11-01
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Series: | Heliyon |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844023091168 |
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