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Full Description
This book explores state-of-art techniques based on open-source software and statistical programming and modelling in modern geospatial applications, specifically focusing on recent trends in data mining techniques and robust modelling in Geomorphological, Hydrological, Bio-physical and Social activities. The book is organized into physical, mountainous, coastal, riverine, forest, urban and biological activities, with each chapter providing a review of the current knowledge in the focus area, and evaluating where future efforts should be directed. The text compiles a collection of recent developments and rigorous applications of Geospatial computational intelligence (e.g., artificial neural network, spatial interpolation, physical and environmental modelling and machine learning algorithms etc) in geomorphic processes from a team of expert contributors. The authors address the wide range of challenges and uncertainties in the study of earth system dynamics due to climate change, and complex anthropogenic interferences where spatial modelling may be applied in the risk assessment of vulnerable geomorphological landscapes. The book will act as a guide to find recent advancements in geospatial artificial intelligence techniques and its application to natural and social hazards. This information will be helpful for students, researchers, policy makers, environmentalists, planners involved in natural hazard and disaster management, NGOs, and government organizations.
Contents
Chapter 1-Introduction: Anthropogeomorphology and Geospatial Technology.- Chapter 2-Geospatial Hydrometeorology.- Chapter 3-Remote Sensing Based Assessment of Water Management and Anthropogenic Process.- Chapter 4-Riverine Geomorphology Using Geospatial Technology & Anthropogenic Process.- Chapter 5-Coastal Geomorphology using RS and GIS and Anthropogenic Process.- Chapter 6-GIS based Study of Forest Ecology and Anthropogenic Process.- Chapter 7-Web GIS based Decision Support System for Agricultural Landscape and Anthropogenic Process.- Chapter 8-Satellite based Monitoring of Soil Erosion Mapping and Modelling and Anthropogenic activity.- Chapter 9-Geoinformatics for Urbanogenic Intervention and Anthropogenic Process.- Chapter 10-Industrogenic intervention and Anthropogenic Process.- Chapter 11-Anthropogenic Process and Montanogenic Intervention: Geospatial Information Based Study.- Chapter 12-Application of Geospatial Technology on Tourism activity and Anthropogenic impact.
