Remote sensing framework for geological mapping via stacked autoencoders and clustering

S Nagar, E Farahbakhsh, J Awange… - arXiv preprint arXiv …, 2024 - arxiv.org
Supervised learning methods for geological mapping via remote sensing face limitations
due to the scarcity of accurately labelled training data. In contrast, unsupervised learning …

Random Forest based Coral Reef Health Classification Using Satellite Imagery and Geographical Information System

S Jagadish, P Kumar, RR Al-Fatlawy… - 2024 International …, 2024 - ieeexplore.ieee.org
Understanding the coral reefs' health in varied climate changes is challenging with the
traditional methods. To address this, the proposed research developed a Machine Learning …