Sushobhan Majumdar, PhD, is an Assistant Professor of Geography at Pandit Raghunath Murmu Smriti. He has published more than 100 books, book chapters, and journal articles. His research focuses on urban planning, smart cities, healthcare informatics, and transportation geography. Moharana Choudhury is a Research Coordinator in the Environmental Research and Management Division at Voice of Environment, Guwahati, India. He has authored more than 100 publications in national and international journals. His research interests include environmental research, waste management, wastewater, pollution monitoring, and plastic pollution. Shashi Kant Gupta, PhD, is a postdoctoral fellow in the Department of Computer Science and Engineering at Eudoxia Research University. With more than a decade of experience and over 220 publications, his research focuses on cloud computing, the Internet of Things (IoT), and machine learning. Gül Erkol Bayram, PhD, is an Associate Professor in the Department of Tourism Management at the School of Tourism and Hospitality Management, Sinop University, Turkey. She has published more than 250 international research works. Her research focuses on tourism management, tourism development, and ecotourism.

• Foreword xxviiPreface xxixAcknowledgement xxxiIntroduction xxxiii1 Navigating Towards Sustainable Futures: Unveiling the Crucial Role of Spatial Intelligence in Environmental Studies for Informed Decision-Making 1Moharana Choudhury and Sushobhan Majumdar1.1 Introduction 21.2 Understanding Spatial Intelligence 71.3 Tools and Technologies Enabling Spatial Intelligence 101.4 Applications of Spatial Intelligence in Environmental Decision-Making 131.5 Challenges in Implementing Spatial Intelligence 181.6 Future Directions in Spatial Intelligence for Environmental Sustainability 211.7 Conclusion 232 Advancements in Spatial Data Acquisition: A Comprehensive Exploration of Cutting-Edge Remote Sensing Techniques for Environmental Monitoring and Management 29Moupriya Dutta, Anindita Pal, Donizete Beck, Lilit Minasyan, Caroline Santana Moura Beck and Sushobhan Majumdar2.1 Introduction 302.2 Overview of Various Remote Sensing Technologies 312.3 Detailed Explanation of Each Technology in GIS 382.4 Data Processing and Analysis 432.5 Advanced Techniques for Data Analysis 442.6 Challenges and Future Directions 492.7 Conclusion 493 Unraveling Environmental Complexity: Exploring Spatial Dynamics with Advanced Analysis and Modeling Techniques 55Atul K. Tiwari, Suiven John Paul Tume, Philips Omowumi Falae, Yijing Wang, Sharon Onyango, Khizer Zakir, Sonu Kaur and Sushobhan Majumdar3.1 Introduction 563.2 Environmental Complexity: Concepts and Dimensions 603.3 Traditional Analytical Approaches and Limitations 653.4 Advanced Analysis Techniques 653.5 Advanced Modeling Techniques 743.6 Integration of Advanced Techniques in Environmental Research 75x Contents3.7 Future Directions and Challenges 783.8 Conclusion 804 Unlocking Environmental Insights: Harnessing the Power of Geographic Information System (GIS) for Advance Research and Decision Support 85Parag Jyoti Kashyap, Hem Chandra Joshi, Anshul Jaiswal, Kanak Verma, Minyu Situ and Sushobhan Majumdar4.1 Introduction 864.2 Conceptual Overview 904.3 Approaches 924.4 Applications of GIS in Environmental Research 974.5 Spatial Analysis Technique 1024.6 Challenges and Future Directions 1044.7 Conclusion 1065 Mapping the Earth: An Introduction to Environmental Monitoring through Spatial Intelligence 115Rakesh Choudhary, Bhanu Pratap Singh, Binal Rajeshbhai Khalasi, Neha Chaudhary, Ajay Kumar, Saurav Narayan, Subhankar Dhar, Satyam Kumar Chaudhari, Vladysl¬�va Vambol, Sergij Vambol and Janitha Kularajasingam5.1 Introduction 1165.2 Mapping Scholarly Activity in Environmental Monitoring and Spatial Intelligence 1195.3 Spatial Intelligence in Environmental Domains 1225.4 Technical Framework and Innovations 1255.5 Cross-Domain Applications of Spatial Intelligence in Environmental Monitoring 1305.6 Digital Ecosystem Supporting Spatial Intelligence 131\5.7 Technical Frameworks and Advances in Spatial Intelligence for Environmental Monitoring 132xii Contents5.8 Global Best Practices in Spatial Intelligence for Environmental Monitoring through a Continent-Wise Comparative Analysis 1365.9 Case Studies and Real-World Applications of Spatial Intelligence 1385.10 Future Perspectives 1405.11 Conclusion 1416 Eye in the Sky: Harnessing Satellite Technology for Precision Environmental Monitoring 151Alok Kumar, Saurav Narayan, Jonti Deuri, Pallav Suman, Chandra Kant Raj, Rakesh Choudhary, Moharana Choudhury and Shipra Rashmi6.1 Introduction 1526.2 Trend Analysis of Satellite Technology Applied to Precision Environmental Analysis 1546.3 Evolution of Satellite-Based Environmental Monitoring 1576.4 Satellite Imaging Technologies for Environmental Monitoring 1606.5 Key Applications of Satellite Technology in Environmental Monitoring 1626.6 Integration of AI, ML, and Geospatial Technologies 1646.7 Challenges in Satellite-Based Environmental Monitoring 1656.8 Future Prospects and Recommendations 1666.9 Conclusion 1677 Geo-Insights: Unveiling Environmental Dynamics through GIS and Spatial Analysis for Monitoring and Management 171Sujayita Bhattacharjee, Grazyna Chaberek, Easha Nandi and Sushobhan Majumdar7.1 Introduction 1727.2 Fundamentals of GIS and Spatial Analysis 1747.3 Environmental Monitoring: Concepts and Requirements 1767.4 Data Sources and Technologies 1767.5 Spatial Analysis for Environmental Management 1787.6 Case Studies and Applications 1797.7 Integration with Decision-Making and Policy 1837.8 Emerging Trends and Future Directions 1857.9 Conclusion 1878 Emerging Horizons: Technological Advances in Environmental Monitoring for Sustainable Futures 197Rakesh Choudhary, Bhanu Pratap Singh, Neha Chaudhary, Ajay Kumar, Binal Rajeshbhai Khalasi, Saurav Narayan, Subhankar Dhar, Sergij Vambol, Satyam Kumar Chaudhari, Janitha Kularajasingam and Basudeb Pyne8.1 Introduction 1988.2 Bibliometric Analysis of Research Trends in Technological Advancements, Environmental Monitoring, and Sustainable Futures 2028.3 Advanced Monitoring Technologies 2058.4 Remote Sensing Technologies 2068.5 Sensor Networks 2118.6 Data Analytics and AI 2138.7 Challenges and Ethical Considerations 2168.8 Future Directions 2208.9 Future Prospective 2228.10 Conclusion 2229 Spatial Intelligence in Urban Planning and Design for Sustainable Futures 231Jiajun Xu, Wanying Liao, Noor Hashimah Hashim Lim, Congying Li, Dongzi Wu, Mingxuan Zhong, Sushobhan Majumdar, Chng Saun Fong and Moharana Choudhury9.1 Introduction 2329.2 Advancing Sustainable Urban Planning and Design through Spatial Intelligence 2349.3 Applications and Case Studies of Spatial Intelligence 2469.4 Challenges and Opportunities of Spatial Intelligence 2559.5 Conclusion 26010 Mapping Health: Unleashing the Impact of Spatial Intelligence on Public Health and Epidemiology 273Rakesh Choudhary, Bhanu Pratap Singh, Neha Chaudhary, Ajay Kumar, Binal Rajeshbhai Khalasi, Saurav Narayan, Subhankar Dhar, Satyam Kumar Chaudhari, Janitha Kularajasingam, Sergij Vambol and Sushobhan Majumdar10.1 Introduction 27410.2 Mapping the Landscape: A Bibliometric Study of Spatial Intelligence in Public Health and Epidemiology (2015–2024) 27610.3 Foundations of Spatial Intelligence in Health 27910.4 The Role of Spatial Intelligence in Public Health 28010.5 Tools and Technologies Driving Spatial Intelligence in Public Health 28210.6 Geographic Information Systems (GIS) and Remote Sensing in Public Health Systems 28310.7 Spatial Epidemiology and Disease Surveillance 28910.8 Mobile Health (mHealth) and Location-Based Services 29210.9 Challenges and Limitations 29510.10 Future Directions 29710.11 Conclusion 29711 Charting Conservation: Harnessing Spatial Intelligence for Sustainable Environmental Management and Resource Conservation 309Worakamol Wisetsri, Shashi Kant Gupta, Tejasvini Alok Paralkar, A. Sathish, Adheer A. Goyal, Neha Ramteke, Catalino N. Mendoza and Sushobhan Majumdar11.1 Introduction 310Contents xvii11.2 Integration of AI, GIS, and Strategic Frameworks in Environmental Management 31211.3 The Concept of Spatial Intelligence 31411.4 Applications in Environmental Management and Resource Conservation 31511.5 Spatial Intelligence Tools and Technologies 31911.6 Case Studies 32111.7 Sustainability of the Environment 32311.8 Environment Management and Preservation 32311.9 Spatial Intelligence for Sustainable Environmental Management 32711.10 Challenges and Limitations of Spatial Intelligence in Conservation 32811.11 Future Directions in Spatial Intelligence for Conservation 32811.12 Conclusion 32912 Moving Smart: Unraveling the Power of Spatial Intelligence in Transportation Planning and Mobility Solutions 337Shashi Kant Gupta, Hind Hammouch, Adnène Arbi, Kudratjon Zohirov, Catalino N. Mendoza and Sushobhan Majumdar12.1 Introduction 33812.2 Urban Mobility 34012.3 Spatial Intelligence 34212.4 Telematics Data for Smart Urban Transport Systems 34412.5 Case Studies and Real-World Applications 34512.6 Challenges and Limitations 34612.7 Future Scopes 34712.8 Conclusion 34913 Cityscapes Transformed: Unveiling the Role of Spatial Intelligence in Shaping Urban Futures through Innovative Planning Strategies 355N. Saranya Devi, R. Meenambigai, Shashi Kant Gupta, R. Monisha, Adnène Arbi and Catalino N. Mendoza13.1 Introduction: Digital Urban Futures 35613.2 Theoretical Framework 35613.3 Scope of the Study 35813.4 Research Design 35813.5 Understanding Spatial Intelligence in Urban Planning 35913.6 Key Components of Spatially Intelligent Urban Planning 36113.7 Innovative Urban Planning Strategies Enabled by Spatial Intelligence 36313.8 Case Studies and Global Best Practices 36613.9 Challenges and Ethical Considerations 37013.10 Future Outlook: Designing Smarter Cities 37313.11 Conclusion 37614 Mapping Resources, Nurturing Nature: Geospatial Technologies for Strategic Management of Natural Resources 381Gilbert C. Magulod Jr, Shashi Kant Gupta, Ramkumar Krishnamoorthy, R.M. Sivagama Sundari, Davron Aslonqulovich Juraev, Paryati and Sushobhan Majumdar14.1 Introduction 382xx Contents14.2 Geospatial Tools in Action: An Assessment of Recent Applications in Environmental and Resource Management 38414.3 Strategic Resource Mapping 38514.4 Wastelands 39014.5 Integrated Role of RS and GIS in Sustainable Resource Management 39014.6 Decision Support Systems and Policy Integration 39114.7 Challenges and Limitations 39214.8 Future Trends and Innovations 39314.9 Conclusion 39615 Eyeing the Climate: Remote Sensing Techniques for Assessing and Adapting to Climate Change Impacts in India 401Shashi Kant Gupta, Paryati, S. Gangadharan, Swapnil Srivastava, Khojiakbar Egamberdiev, Azlin Binti Abd Jamil and Sushobhan Majumdar15.1 Introduction 40215.2 Related Works 403Contents xxi15.3 Climate Change Indicators Assessed via Remote Sensing in India 40415.4 National Programs and Institutional Frameworks 40815.5 Climatic Determining Factor 40915.6 Adaptation and Mitigation Planning by Remote Sensing 41115.7 Challenges 41315.8 Future Prospects 41315.9 Recommendations 41415.10 Conclusion 41416 Data-Driven Journeys: Advancing Sustainable Transportation Planning through the Lens of Spatial Data Science in Japan 419Suiven John Paul Tume, Yvette Baninla, Yongka Bernard Nyuyse, Clarius Kuyar and Sushobhan Majumdar16.1 Introduction 42016.2 The State of Transportation in Japan 43016.3 Spatial Data Science: Key Concepts and Tools 43616.4 Data-Driven Approaches to Sustainable Transportation Planning 438xxii Contents16.5 Case Studies 43916.6 Challenges and Barriers 44216.7 Future Directions 44816.8 Conclusion 45117 Sustainable Sojourns: A Holistic Environmental Perspective on Ecotourism and Conservation Practices in the United States 461Mustafa Emre Sirin, Saurav Narayan and Michael Troilo17.1 Introduction 46217.2 Publication Trend of Ecotourism and Conservation Pract©¥ces in the United States 46317.3 Ecotourism and Conservation Practices in the United States 46617.4 Challenges and Best Practices 47417.5 The Path Forward 47417.6 Conclusion 47518 Green Horizons: Innovations in Marketing and Management Strategies for Environmental Areas in Turkey 481Suat Arpaci18.1 Introduction 48218.2 Environmental Marketing 48418.3 Environmental Management 48718.4 Marketing and Management Strategies for Environmental Areas in Turkey 49118.5 Challenges in Marketing and Managing Environmental Areas 49818.6 Bibliographic Analysis on the Subject 49918.7 Conclusion 50019 Balancing Acts: Navigating Ethical Dimensions in Ecotourism for a Sustainable Environment in India 507Ravi Kant Modi, Aarti Chopra, Pratibha Gupta and Kana Matsuishi19.1 Introduction 50819.2 Ecotourism, Sustainability, and Stakeholder Engagement in Developing Regions 51019.3 Guidelines and Frameworks for Ethical Ecotourism 51219.4 Key Ethical Dilemmas in Indian Ecotourism 51419.5 Case Studies and Real-World Examples 51619.6 Key Ethical Dilemmas in Indian Ecotourism 51919.7 Ecotourism in the Indian Context 52119.8 Policy Gaps and Implementation Challenges 52319.9 Strategic Recommendations 52419.10 Conclusion 52520 Charting the Path Forward: Envisioning the Future of Ecotourism and Environmental Sustainability 531Saurav Narayan, Rakesh Choudhary, Moharana Choudhury, Sushobhan Majumdar, Ajay Kumar, D.D.M.I.L. Wijerathna and Mariana Flores Garcia20.1 Introduction 53220.2 Current Trends and Challenges in Ecotourism and Environmental Sustainability 53420.3 Ecotourism and Climate Change 53820.4 Technological Innovations and Sustainable Practices 53920.5 Policy, Certification, and Governance 54020.6 Future Pathways and Strategic Recommendations 54320.7 Conclusion 545References 545Index 549