Current advances and future perspectives of image fusion: A comprehensive review

S Karim, G Tong, J Li, A Qadir, U Farooq, Y Yu - Information Fusion, 2023 - Elsevier
Multiple imaging modalities can be combined to provide more information about the real
world than a single modality alone. Infrared images discriminate targets with respect to their …

A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

W Han, X Zhang, Y Wang, L Wang, X Huang… - ISPRS Journal of …, 2023 - Elsevier
Due to limited resources and environmental pollution, monitoring the geological
environment has become essential for many countries' sustainable development. As various …

A hyperspectral evaluation approach for quantifying salt-induced weathering of sandstone

H Yang, C Chen, J Ni, S Karekal - Science of The Total Environment, 2023 - Elsevier
Salt-induced weathering is a common phenomenon in stone relics, and its traditional
artificial evaluation of severity is greatly affected by subjective consciousness and lacks …

An overview of the applications of earth observation satellite data: impacts and future trends

Q Zhao, L Yu, Z Du, D Peng, P Hao, Y Zhang, P Gong - Remote Sensing, 2022 - mdpi.com
As satellite observation technology develops and the number of Earth observation (EO)
satellites increases, satellite observations have become essential to developments in the …

NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms

K Cawse-Nicholson, PA Townsend, D Schimel… - Remote sensing of …, 2021 - Elsevier
Abstract The 2017–2027 National Academies' Decadal Survey, Thriving on Our Changing
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …

A comprehensive review of applications of drone technology in the mining industry

J Shahmoradi, E Talebi, P Roghanchi, M Hassanalian - Drones, 2020 - mdpi.com
This paper aims to provide a comprehensive review of the current state of drone technology
and its applications in the mining industry. The mining industry has shown increased interest …

[HTML][HTML] Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model

D Hong, J Hu, J Yao, J Chanussot, XX Zhu - ISPRS Journal of …, 2021 - Elsevier
As remote sensing (RS) data obtained from different sensors become available largely and
openly, multimodal data processing and analysis techniques have been garnering …

Unmanned aerial vehicle for remote sensing applications—A review

H Yao, R Qin, X Chen - Remote Sensing, 2019 - mdpi.com
The unmanned aerial vehicle (UAV) sensors and platforms nowadays are being used in
almost every application (eg, agriculture, forestry, and mining) that needs observed …

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 …

Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review

S Peyghambari, Y Zhang - Journal of Applied Remote Sensing, 2021 - spiedigitallibrary.org
Hyperspectral imaging has been used in a variety of geological applications since its advent
in the 1970s. In the last few decades, different techniques have been developed by …