Multi-sensor system applications in the Everglades ecosystem
Florida Everglades and restoration -- Introduction to remote sensing -- Vegetation classification systems in the Everglades -- Applying aerial photography to map marsh species in the wetland of Lake Okeechobee -- Applying unmanned aircraft system (UAS) for wetland species mapping / S. Durgan and C....
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton, London, New York
CRC Press
2020
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| Schriftenreihe: | Remote sensing applications
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| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | Florida Everglades and restoration -- Introduction to remote sensing -- Vegetation classification systems in the Everglades -- Applying aerial photography to map marsh species in the wetland of Lake Okeechobee -- Applying unmanned aircraft system (UAS) for wetland species mapping / S. Durgan and C. Zhang -- Applying spaceborne multispectral sensors for vegetation mapping and change analysis -- Water quality modeling and mapping using Landsat data -- Mapping sawgrass aboveground biomass using Landsat data -- Applying Landsat products to assess the damage and resilience of mangroves from hurricanes / D. Brodylo and C. Zhang -- Applying point spectroscopy data to assess the effects of salinity and sea level rise on canopy water content of Juncus roemerianus / D. Selch, C. Abbott, and C. Zhang -- Applying point spectroscopy data to characterize sand properties / M. Smith, D. Selch, and C. Zhang -- Land cover-level vegetation mapping using AVIRIS -- Species-level vegetation mapping in the Kissimmee River floodplain using HyMap data -- Benthic habitat mapping in the Florida Keys using EO-1/Hyperion -- Vulnerability analysis of coastal Everglades to sea level rise using SLAMM / H. Cooper, and C. Zhang -- Enhancing lidar data integrity in the Everglades / H. Cooper, and C. Zhang -- Assessing the effects of Hurricane Irma on mangrove structures in the coastal Everglades using airborne lidar data -- Integrating aerial photography, EO-1/Hyperion, and lidar data to map vegetation in the coastal Everglades -- Assessing a multi-sensor fusion approach to map detailed reef benthic habitats in the Florida Reef Tract. "This book introduces the hyperspectral and LiDAR remote sensing systems, advanced data processing techniques (e.g. machines learning, object-based image analysis, data fusion, and ensemble analysis), and applications of multiple remote sensing systems in wetland environments, especially in Florida. The application of the different systems' datasets, especially using LiDAR data, directly applied to wetland ecosystems is unique and not used before in other case studies"-- |
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| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xxiii, 334 Seiten Illustrationen, Diagramme, Karten |
| ISBN: | 9781498711777 978-1-4987-1177-7 9780429075872 |