GIS-based Analysis of Coastal Lidar Time-Series

Nonfiction, Science & Nature, Science, Earth Sciences, Geology, Geography
Cover of the book GIS-based Analysis of Coastal Lidar Time-Series by Eric Hardin, Helena Mitasova, Laura Tateosian, Margery Overton, Springer New York
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Author: Eric Hardin, Helena Mitasova, Laura Tateosian, Margery Overton ISBN: 9781493918355
Publisher: Springer New York Publication: September 12, 2014
Imprint: Springer Language: English
Author: Eric Hardin, Helena Mitasova, Laura Tateosian, Margery Overton
ISBN: 9781493918355
Publisher: Springer New York
Publication: September 12, 2014
Imprint: Springer
Language: English

This SpringerBrief presents the principles, methods, and workflows for processing and analyzing coastal LiDAR data time-series. Robust methods for computing high resolution digital elevation models (DEMs) are introduced as well as raster-based metrics for assessment of topographic change. An innovative approach to feature extraction and measurement of feature migration is followed by methods for estimating volume change and sand redistribution mapping. Simple methods for potential storm impacts and inundation pattern analysis are also covered, along with visualization techniques to support analysis of coastal terrain feature and surface dynamics. Hands-on examples in GRASS GIS and python scripts are provided for each type of analysis and visualization using public LiDAR data time-series. GIS-based Analysis of Coastal Lidar Time-Series is ideal for professors and researchers in GIS and earth sciences. Advanced-level students interested in computer applications and engineering will also find this brief a valuable resource.

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This SpringerBrief presents the principles, methods, and workflows for processing and analyzing coastal LiDAR data time-series. Robust methods for computing high resolution digital elevation models (DEMs) are introduced as well as raster-based metrics for assessment of topographic change. An innovative approach to feature extraction and measurement of feature migration is followed by methods for estimating volume change and sand redistribution mapping. Simple methods for potential storm impacts and inundation pattern analysis are also covered, along with visualization techniques to support analysis of coastal terrain feature and surface dynamics. Hands-on examples in GRASS GIS and python scripts are provided for each type of analysis and visualization using public LiDAR data time-series. GIS-based Analysis of Coastal Lidar Time-Series is ideal for professors and researchers in GIS and earth sciences. Advanced-level students interested in computer applications and engineering will also find this brief a valuable resource.

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