ItemArticle

Exploring Applications, Datasets, Algorithms, and Technologies in Satellite Image Processing

Title
Exploring Applications, Datasets, Algorithms, and Technologies in Satellite Image Processing
Creator
Bijeesh, T.V.; Bejoy, B.J.; Thiruthuvanthan, Michael Moses; Raju, G.
Description
Amidst an era filled with complex local and global problems, satellite data presents itself as a revolutionary tool with unmatched potential to tackle practical problems in a variety of fields. This article investigates how satellite imagery, which is available through open data programs and repositories, is a valuable tool for applications including wildlife conservation, urban planning, precision agriculture, and disaster management. It highlights the unique perspective that satellite data offers. Various sources for data acquisition, the applications that are suitable for a chosen satellite data and commonly used algorithms and techniques are discussed. Through case studies, the paper demonstrates how quick and reliable data provided by satellites can be used to solve complex real-world problems. The benefits of satellite data are emphasized, including its affordability, ability to monitor in real-time, and ability to support sustainable behaviours and policy-making. The study explores cutting-edge technologies, highlighting cloud computing and GIS integration as well as machine learning algorithms to build robust solutions using satellite data. The immense potential of satellite data is accompanied by challenges, including data integration, computational complexity, and ethical considerations. These challenges underscore the need for standardization and continuous efforts to fully realize the potential of satellite data in sustainable development and informed decision-making. 2025 Bijeesh TV, Bejoy BJ, Michael Moses Thiruthuvanthan and Raju G.
Source
Journal of Computer Science;Volume;21;Issue;9;pp.2029-2048
Date
01-01-2025
Publisher
Science Publications
Subject
Classification; Deep Learning; Remote Sensing; Satellite Data
Coverage
Bijeesh T.V., Department of Computer Science and Engineering, CHRIST University, India; Bejoy B.J., Department of Computer Science and Engineering, CHRIST University, India; Thiruthuvanthan M.M., Department of Artificial Intelligence, Machine Learning and Data Science, CHRIST University, India; Raju G., Department of Computer Science and Engineering, CHRIST University, India
Rights
All Open Access; Hybrid Gold Open Access
Relation
ISSN: 15493636;
Format
online
Language
English
Type
Article

Citation

Bijeesh, T.V.; Bejoy, B.J.; Thiruthuvanthan, Michael Moses; Raju, G., “Exploring Applications, Datasets, Algorithms, and Technologies in Satellite Image Processing,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/23579.

Output Formats