Multi-Digital Terrain Modeling and Fusion for Environmental Analysis
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Multi-Digital Terrain Modeling and Fusion for Environmental Analysis

Multi-Digital Terrain Modeling and Fusion for Environmental Analysis


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About the Book

Written to address the need for updated, precise, and continuous representation of our topography, this book discusses a new approach for georelated environmental analyses processes, mainly fusion, that simultaneously handles different existing topographic databases. It enables a more true-to-nature handling of digital models representing our natural environment. The book outlines in detail the developed methodology and its different algorithms and implementations, and discusses the cases of when to use it, and how, along with statistical and visual detailing. Authors investigate and analyze real case studies and applications, and list the full algorithmic structures needed in the process.

Table of Contents:
Introduction DTM generation - acquisition and production technologies DTM representation - data types, data structures, and data interpolation techniques Accuracy and reliability estimation and characteristics of DTMs Visualization issues related to DTMs Methodology and algorithms related to the hierarchical fusion approach Defining and presenting the needs of fusing multi-sources; stating the difficulties Presenting current scientific state of dealing with this task Presenting the methodology and concepts First working level - global Skeletal structure establishment - interest point identification and extraction Spatial registration - forward Hausdorff distance algorithm Second working level - local Non-rigid bodies spatial geometric matching Various data structures: Grid, TIN, Geographic-mesh Third working level - position-derived Interpolation concepts and algorithms Reverse-engineering interpolation and fusion Geo-oriented applications for environmental analysis and control processes - statistical and visual evaluation, and case-study analysis and presentation Summary and conclusions SWOT analysis Future development and applications Final remarks


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Product Details
  • ISBN-13: 9781439876473
  • Publisher: Taylor & Francis Inc
  • Publisher Imprint: CRC Press Inc
  • Language: English
  • No of Pages: 350
  • ISBN-10: 1439876479
  • Publisher Date: 15 Jan 2020
  • Binding: Digital (delivered electronically)
  • No of Pages: 350


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