Artificial Intelligence and Biodiversity

Preface xiii

1 Harnessing Artificial Intelligence to Address Global Environmental Challenges: A Cross-Domain Review 1
Suresh K.S., Dafik, Nagendar Yamsani, Rayappan Lotus, S. Mathumohan and Anurag Singh

2 Innovative AI Paradigms for Achieving Environmental Sustainability: From Concept to Practice 21
Sudhir Ramadass, R. Sundar, V. Elanangai, Divya Lalita, Banashree Chatterjee and Gayatri Parasa

3 Deep Learning Approaches for Real-Time Climate Monitoring and Anomaly Detection in Meteorological Systems 41
Manyam Thaile, Baby Anusha, Nagendar Yamsani, Balakrishnan, Umasree Mariappan and Sunder R.

4 Federated Learning for Privacy-Preserving Environmental Monitoring Across Distributed Sensor Networks 57
Kireet Muppavaram, Manyam Thaile, T. Srinivasulu, T. Srikanth, Anita Pradhan and Siva Shankar S.

5 Quantum AI in Environmental Modeling: Opportunities for Accelerating Ecosystem Simulations 75
Fathimathul Rajeena P.P., Rahoof P. P. and Sunder R.

6 Developing Digital Twin Ecosystems for Dynamic Environmental Analysis and Predictive Sustainability Planning 91
Ann Rija Paul, Amutha. S., M. Sakthivanitha, M. Mohamed Sirajudeen, N. Anandakrishnan and S. Suresh

7 AI-Driven Optimization of Renewable Energy Systems: Forecasting, Load Balancing, and Grid Efficiency 107
Raghavendra Kulkarni, P. Manikandaprabhu, Disha Sushant Wankhede, Bura Vijay Kumar, M. Vasuki and Rasmi A.

8 Intelligent Systems for Pollution Detection and Control: Integrating AI in Urban and Industrial Environments 127
K. Dhana Sree Devi, Ika Hesti Agustin, Talluri Lakshmi Siva Rama Krishna, Bura Vijay Kumar, Rishabh Garg and K. Kaliraj

9 Smart Agriculture Using AI: Enhancing Crop Yield, Soil Health, and Resource Efficiency 145
M. Vamsikrishna, Tholkapiyan M., Divya Kumari Tankala, Gotte Ranjith Kumar, Sandeep Kaur and P. Eswaran

10 Preserving Biodiversity through AI: Automated Species Monitoring and Habitat Conservation Strategies 163
Eshwar Dara, Bui Thanh Hung, Rayappan Lotus, Gotte Ranjith Kumar, C. Parameswari and Rajakumar Perumal

11 Explainable AI in Environmental Decision-Making: Enhancing Trust and Transparency in Sustainability Models 181
Sreejith R., Kapil Aggarwal, Nagendar Yamsani, T. Amalraj Victoire, G. Susan Shiny and Rasmi A.

12 Ethical Implications of AI in Environmental Policy Formulation: Balancing Innovation and Responsibility 199
Muralidhar Vejendla, Nor Asilah Wati Abdul Hamid, P. Jyothi, Kanegonda Ravi Chythanya, Sudheer S. Marar and Umesh Kumar Lihore

13 Shaping a Sustainable Future: The Role of AI in Driving Green Innovation and Environmental Equity 213
Madhura S., P. Sridhar, R. Karthikeyan, Patil Mounica, R. Archana Reddy and Umesh Kumar Lihore

14 Decades of Transformation: Predictive Analysis of Land Use Changes in Dhanbad Using Deep Learning and Remote Sensing 231
A. Anitha and Nikhil Raj

15 AI for Biodiversity and Ecosystem Conservation 261
Hina Hashmi, Aman Kumar and Danish Raza Rizvi

16 Pneumonia Detection in Chest Based on Respiratory Variability Using Deep Learning 291
Ritu Aggarwal and Eshaan Aggarwal

17 Integrated Optimization Strategies for High-Efficiency Solar PV Plants: From AI to Bifacial Technologies 309
S. Dayana Priyadharshini and M. Arvindhan

Bibliography 323

Index 327