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Editors' Biography xxii Volume 1 Part I The Basics of Forest Monitoring in a Changing Climate 1 1 Fundamentals of Remote Sensing for Monitoring Forest Ecosystems 3 2 Forest Dynamics Driven by Climate Change: An Overview of Remote-Sensing Technology 33 3 Global Policy Frameworks and Issues Relating to Forests and Climate Change 57 4 Forest Observation Missions and Data Sources 79 Part II Advanced Remote Sensing Foundations and Forest Monitoring 111 5 Enhanced Principles of Forest Remote Sensing: Modern Concepts and Analytical Perspectives 113 6 Contemporary Remote-Sensing Techniques for Forest Structure and Ecosystem Analysis 135 7 Applied Remote-Sensing Science for Monitoring Forest Biophysical Parameters 155 8 Remote-Sensing Approaches for Multi-Scale Assessment of Forest Ecosystem Conditions 173 9 Climate-Driven Forest Dynamics: Earth Observation-Based Assessment of Structural and Functional Shifts 195 Part III Advances in Biomass Monitoring and Space/Satellite Missions 219 10 Modern Earth Observation Missions and Data Architecture for Comprehensive Forest Assessment 221 11 The ESA Biomass Mission: Innovation, Potential, and Early Knowledge 245 12 Copernicus Climate and Forest Expansion Missions 263 13 Integrating Radar and Spaceborne LiDAR for Forest Carbon Estimation 285 14 Carbon Baseline and Long-Term Forest Monitoring 323 15 Advances in EO Data Streams and Multi-sensor Missions for Monitoring Global Forest Resources 349 16 Spatiotemporal Vegetation Pattern Analysis Across Climatic Zones Using EO Indices 367 17 Conclusion: Earth Observation for Forest Monitoring and Climate Action—Pathways, Insights, and Future Directions 383 Volume 2 Preface—Volume II xxiii Part IV Forest Carbon, Biodiversity, Disturbance, and Ecological Applications 389 18 Advanced EO Techniques for Detecting Forest Disturbance, Degradation, and REDD+ Carbon Signals 391 19 Biodiversity Monitoring and Ecosystem Service Assessment Through Integrated EO Approaches 415 20 Remote-Sensing Innovations for Mapping Biodiversity Patterns and Forest Ecosystem Functions 431 21 Remote Sensing of Fungal Diversity: A Global Lens on Forest Microecosystem Conservation 457 22 EO-Based Invasive Plant Species Detection and Ecological Risk Assessment 467 23 Earth Observation in Agro-Ecological Biocontrol and Sustainable Crop–Forest Interface Modeling 507 24 Monitoring Agroforestry Expansion Using Spatio-Temporal LULC Metrics Derived from EO 529 Part V Leveraging AI and Data Fusion to Understand Forests and Climate 553 25 Deep Learning and Foundation Models for Forest Remote Sensing 555 26 Multi-sensor Data Fusion: Integration of Optical, SAR, Hyperspectral 577 27 Responsible and Explanatory AI for Forest Climate Research 599 28 Applying Cloud Processing and Big Data Platforms for Global Forest Monitoring 623 Part VI Modeling, AI, Quantum Technologies for Forest Monitoring 649 29 Process-Based and Mathematical Modeling of Forest–Climate Feedbacks Using Remote-Sensing Inputs 651 30 EO-Driven Carbon Stock and Ecosystem Modeling in Semi-arid and Urban Transitional Landscapes 683 31 AI, Quantum Sensing, and Climate Governance: Integrative Pathways for Next-Generation Forest Monitoring 715 Part VII Climate Action Applications and Future Directions 743 32 Fire-Driven Forest Degradation: New Frontiers in Carbon Accounting and REDD+ Market Integration 745 33 Biodiversity and Forest Ecosystem Conservation Through EO 765 34 Early Warning Systems for Forest Disturbances Driven by EO 793 35 Conclusion: Earth Observation, Intelligence, and Climate Action—Next-Generation Technologies 831 Index 831 |
저자 소개
About The Editors
PAVAN KUMAR is an Assistant Professor in the Department of Forest Resource Management at the College of Horticulture and Forestry, Rani Lakshmi Bai Central Agricultural University, India. He has published 70 research papers in international journals and received the Innovation China National Academy Award for Remote Sensing.
A.K. SINGH is Vice Chancellor of Rani Lakshmi Bai Central Agricultural University, India. During more than four decades in teaching and research, he has been decorated many times, and in 2020 was elected a Fellow of the National Academy of Agricultural Sciences, India.
JOSEPH P. ONYANGO GWEYI is an Associate Professor of Systems Agronomy and Plant Nutrition and Deputy Executive Dean of the School of Agriculture and Environmental Sciences at Kenyatta University, with over two decades of experience in climate-smart agriculture and food security research.
MANISH SRIVASTAV is Dean of the College of Horticulture and Forestry, Rani Lakshmi Bai Central Agricultural University, India. He has also been a Visiting Scientist at the University of Wisconsin, Madison, USA.
MANMOHAN DOBRIYAL is a professional forester with 15 years of experience in forestry research and teaching, specializing in forest ecology, silviculture, non-wood forest products, agroforestry, environment conservation, biodiversity, and wildlife management.
MEENU RANI is an Associate Professor in the Department of Geography, Kumaun University, India, with experience at the Indian Council of Agricultural Research. She received an early career scientists achievement award in 2017 at Columbia University, USA.
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