Editors: C. Kishor Kumar Reddy, Anindya Nag, Subhendu Kumar Pani

Series Title: Applied Artificial Intelligence in Data Science, Cloud Computing and IoT Frameworks

Intelligent Systems for Remote Sensing and Environmental Monitoring in Industry 6.0: Advances and Challenges for Sustainable Development

Volume 5

eBook: US $89 Special Offer (PDF + Printed Copy): US $152
Printed Copy: US $107
Library License: US $356
ISSN: 3029-2255 (Print)
ISSN: 3029-2247 (Online)
ISBN: 979-8-89881-247-8 (Print)
ISBN: 979-8-89881-246-1 (Online)
Year of Publication: 2026
DOI: 10.2174/97988988124611260501

Introduction

An extensive and forward-looking examination of how AI, IoT, and remote sensing technologies are reshaping environmental sustainability, industrial innovation, and data-driven decision-making. Applied Artificial Intelligence in Data Science, Cloud Computing and IoT Frameworks (Volume 5) demonstrates how intelligent systems powered by satellite imagery, UAVs, sensor networks, and geospatial analytics can monitor ecosystems, predict climate dynamics, optimize industrial operations, and support global sustainability efforts.

The volume explores AI-based pollution detection, biodiversity assessment, climate and CO₂ forecasting, and geospatial approaches to deforestation monitoring. It further examines the rise of Industry 6.0, evaluates forecasting model performance, and highlights advanced technologies such as Generative Adversarial Networks (GANs) for image enhancement, intelligent meteorological analysis, and AI applications in higher education. Ethical considerations, data governance, and digital security challenges are addressed to ensure responsible deployment of intelligent systems.

Key Features

  • - Showcases real-world case studies demonstrating AI, IoT, and remote sensing integration for sustainable development.
  • - Evaluates forecasting models, decision-support systems, and geospatial frameworks for environmental analytics.
  • - Highlights applications of advanced algorithms such as GANs for image enhancement and climate data interpretation.
  • - Addresses ethical, governance, and data security challenges in intelligent environmental systems.

Target Readership:

Researchers, practitioners, and graduate students in remote sensing, environmental science, AI, and sustainable development.

Preface

- Pp. i-iii (3)
C. Kishor Kumar Reddy, Anindya Nag, Subhendu Kumar Pani
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List of Contributors

- Pp. vi-v (2)

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AI Innovations Transforming Environmental Monitoring: Overcoming Challenges for a Sustainable Future

- Pp. 1-38 (38)
Meetu Malhotra*, Swagata Ashwani

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AI for Earth: Revolutionizing Environmental Monitoring

- Pp. 39-88 (50)
Ashish Kumar Karn, Shrishti Jha, Zitin Wali, Archana Tiwari, Hina Bansal*

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Smart Solutions: The Impact of AI on Environmental Monitoring Systems

- Pp. 89-121 (33)
Monika Singh T.*, C. Kishor Kumar Reddy, Madiha Munawar, Marlia Mohd Hanafiah

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Harnessing AI-Driven Remote Sensing for Sustainable Industry 6.0: Innovations, Challenges, and Pathways to Mitigate Environmental Degradation

- Pp. 122-150 (29)
Ushaa Eswaran*, Vishal Eswaran, Wan Mazlina Wan Mohamed, Vivek Eswaran, Keerthna Murali

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Advancing Environmental Sustainability with AI and Remote Sensing: Practical Applications and Future Directions in Industry 6.0

- Pp. 151-174 (24)
Ushaa Eswaran*, Vishal Eswaran, Wan Mazlina Wan Mohamed, Vivek Eswaran, Keerthna Murali

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Geospatial Analysis for Deforestation Monitoring

- Pp. 175-191 (17)
Galiveeti Poornima*, Vinay Janardhana Chari

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Deep Learning-Based CO2 Cycle and Trend Forecasting: Unveiling Patterns for Enhanced Climate Insights

- Pp. 192-213 (22)
K. M. Danial Sadad, Shahariar Tasin, Anindya Nag*, Kaysun Molla, Disha Mallick, Mehedi Hassan

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AI-Driven Data Analytics for Environmental Decision-Making

- Pp. 214-237 (24)
Swagata Ashwani*, Meetu Malhotra

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Dynamic Dashboards for Machine Learning-driven Remote Sensing Data Visualization in Higher Education Advancing Towards Industry 6.0

- Pp. 238-263 (26)
Vijay Arputharaj J.*, K. Deeba, D. Karthika, Ramesh Kumar Ayyasamy

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Exploring Satellites with a Focus on Meteorological Satellites: Applications and Case Studies

- Pp. 264-284 (21)
Romana Taskeen*, Sumayya Afreen, Asma Begum, D. Radhika, Ayesha Nuzha

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AI-Driven Weather Prediction using Bidirectional LSTM Models in the Lower Mahanadi River Basin

- Pp. 285-323 (39)
Monalisha Pattnaik*, Sudev Kumar Padhi, B. Sudershan Patro, Ashirbad Mishra, Prasanta Kumar Patra, Duryadhan Behera, Aryan Pattnaik

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Leveraging GANs for Low-light Image Enhancement in Challenging Environments

- Pp. 324-340 (17)
Ajjada Surekha, Budamkayala Vara Satya Sai Ganesh, Gedela Teja, Dannana Vasubabu, Telagarapu Prabhakar*, Srinath Doss

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Subject Index

- Pp. 341-343 (3)
C. Kishor Kumar Reddy, Anindya Nag, Subhendu Kumar Pani
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