Remote sensing for lithology mapping in vegetation-covered regions: methods, challenges, and opportunities

Y Chen, Y Wang, F Zhang, Y Dong, Z Song, G Liu - Minerals, 2023 - mdpi.com
Remote sensing (RS) technology has significantly contributed to geological exploration and
mineral resource assessment. However, its effective application in vegetated areas …

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

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

Machine learning algorithms for lithological mapping using Sentinel-2 and SRTM DEM in highly vegetated areas

Y Chen, Y Dong, Y Wang, F Zhang, G Liu… - Frontiers in Ecology and …, 2023 - frontiersin.org
Lithological mapping in highly vegetated areas using remote sensing techniques poses a
significant challenge. Inspired by the concept of “geobotany”, we attempted to distinguish …

Design and implementation of an Automatic Deep Stacked Sparsely Connected Convolutional Autoencoder (ADSSCCA) neural network for remote sensing …

CG Atangana Otele, M Akong Onabid… - Earth Science …, 2024 - Springer
The accurate mapping of lithological units in tropical environments characterised by dense
forest, persistent cloud cover, and limited bedrock exposures from remote sensing data is …

Design and Implementation of an Automatic Deep Stacked Sparsely Connected Auto-encoder (ADSSCA) Neural Network Architecture for Lithological Mapping under …

CGA Otele, MA Onabid, PS Assembe - 2023 - researchsquare.com
This article, proposes the design and implementation of a hybrid Deep Artificial Neural
Network (DANN) to be used in mapping lithology using non-preprocessed Landsat images …

[Retracted] Automatic Evaluation Method of Oral English Based on Multiplex Mode

X Chi - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
For the problem of the low accuracy of large‐scale oral English, based on oral English from
the perspective of difficulty of oral English text and phonology, a multimodal‐based …

Lithology Mapping in Vegetation-Covered Regions: RS imagery, Method, Challenge and Opportunities

Y Chen, Y Wang, F Zhang, Y Dong, Z Song, G Liu - 2023 - preprints.org
Remote sensing (RS) technology has significantly contributed to geological exploration and
mineral resource assessment. However, its effective application in vegetated areas …